Prepare for and practice interview questions from Govini.

Govini Interview Questions

A/B Testing

Algorithms

Analytics

Machine Learning

Probability

Product Metrics

Python

Statistics

Govini Interview Guides

<p>Suppose there exists a new airline named Jetco that flies domestically across North America. Jetco recently had a study commissioned that tested the boarding time of every airline, and it came out that Jetco had the fastest average boarding times of any airline.</p>

<p>What factors could have biased this result, and what would you look into?</p>


<p>What could potentially bias the average boarding time in favor of an airline that only flies domestically?</p>

What could potentially bias the average boarding time in favor of an airline that only flies domestically?

Boarding Times Bias

A new airline came out as the fastest average boarding times compared to other airlines.  What factors could have biased this result and what would you look into?

<p>You are testing hundreds of hypotheses with many <em>t</em>-tests. What considerations should be made?</p>


<p>What is a key disadvantage of the F-test when compared to multiple t-tests?</p>

What is a key disadvantage of the F-test when compared to multiple t-tests?

Hundreds of Hypotheses

You are testing hundreds of hypotheses with many t-tests. What considerations should be made?

<p>In an A/B test, how can you check if assignment to the various buckets was truly random?</p>


<p>In an A/B test, which of the following is a common method to determine if the assignment to the test groups was truly random?</p>

In an A/B test, which of the following is a common method to determine if the assignment to the test groups was truly random?

Random Bucketing

A/B Testing & Experimentation

<h3>Job Description</h3><div>Job Description<div><div>Company Description</div><div><br /></div><div>Govini transforms Defense Acquisition from an outdated manual process to a software-driven strategic advantage for the United States. Our flagship product, Ark, supports Supply Chain, Science and Technology, Production, Sustainment, Logistics, and Modernization teams with AI-enabled Applications and best-in-class data to more rapidly imagine, develop, and field the capabilities we need. Today, the national security community and every branch of the military rely on Govini to enable faster and more informed Acquisition decisions.</div><div><br /></div><div><br /></div><div>Job Description</div><div><br /></div><div>We are looking for a dynamic and experienced Software Engineering Manager to join our talented team at Govini. Govini is a leading technology company dedicated to supporting the defense and intelligence communities with cutting-edge software solutions. As a Software Engineering Manager, you will be pivotal in shaping and driving our software engineering processes and implementations to new heights.</div><div><br /></div><div>As a Software Engineering Manager at Govini, you will lead a team of skilled software engineers, both front-end and back-end specialists, through the entire software development lifecycle. You will oversee Agile ceremonies, set coding and testing standards, and ensure the quality of deliverables. Your leadership will be essential in translating business requirements into technical specifications, building scalable technology, and promoting innovation and efficiency within the team.</div><div><br /></div><div>This role is a full-time position located out of our office in Pittsburgh, PA. </div><div>This role may require up to 10% travel</div>Scope of Responsibilities<ul><li>Lead and mentor a team of software engineers, guiding them from ideation to implementation, and fostering a collaborative and productive work environment</li><li>Organize and lead Agile ceremonies for the software engineering team, ensuring efficient project execution and alignment with business goals</li><li>Establish coding and testing best practices and standards for engineers, driving excellence in software development</li><li>Take charge of developing, testing, and deploying modern software applications and new features, ensuring they meet quality standards and deadlines</li><li>Oversee the quality of engineers' deliverables, including coding, testing, and debugging, to maintain high standards of software quality</li><li>Collaborate closely with Govini's product team to translate business requirements into technical specifications, ensuring the successful delivery of software solutions</li><li>Continuously seek innovation and process improvement opportunities, finding efficiencies in all assigned tasks to drive the team's success</li><li>Work collaboratively with data engineers, data scientists, QA engineers, and DevOps engineers to enhance our platform's overall quality and performance</li></ul>Qualifications<ul><li>U.S. Citizenship is required</li></ul><div><br /></div><div><b>Required Skills:</b></div><ul><li>Bachelor's degree in Computer Science, Mathematics, or equivalent experience</li><li>Minimum of 5 years of software development experience with proficiency in an object-oriented programming language (e.g., Java, C++, Python, C#, or Ruby)</li><li>1+ years of people management</li><li>Hands-on experience with Spring Boot, Quarkus, or similar technologies</li><li>Strong knowledge of data structures, object-oriented design, algorithms, exception handling, and troubleshooting</li><li>Experience in SQL and database design</li><li>Thorough understanding of microservice architecture</li><li>Proven experience in an Agile development framework</li><li>Strong analytical skills and unwavering attention to detail</li></ul><div><br /></div><div><b>Desired Skills:</b></div><ul><li>Current possession of a U.S. security clearance, or the ability to obtain one with our sponsorship</li><li>Experience in or exposure to the nuances of a startup or other entrepreneurial environment</li><li>Hands-on experience with JavaScript frameworks like React or AngularJS</li><li>Familiarity with Redis, Aurora PostgreSQL, and Apache Kafka</li><li>Proficiency in profiling Java applications to identify bottlenecks</li><li>Knowledge of Continuous Integration and Continuous Delivery concepts and build tools</li><li>Experience with containers, cloud infrastructure, and DevOps patterns</li><li>Familiarity with Linux commands and scripting</li></ul><div>We firmly believe that past performance is the best indicator of future performance.  If you thrive while building solutions to complex problems, are a self-starter, and are passionate about making an impact in global security, we’re eager to hear from you.</div><div><br /></div><div><b>Govini is an Equal Opportunity Employer.  All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, sexual orientation, gender identity, disability and protected veterans status or any other characteristic protected by law.</b></div></div></div>

<h3>Job Description</h3><div>Job Description<div><div>Company Description</div><div><br /></div><div>Govini transforms Defense Acquisition from an outdated manual process to a software-driven strategic advantage for the United States. Our flagship product, Ark, supports Supply Chain, Science and Technology, Production, Sustainment, Logistics, and Modernization teams with AI-enabled Applications and best-in-class data to more rapidly imagine, develop, and field the capabilities we need. Today, the national security community and every branch of the military rely on Govini to enable faster and more informed Acquisition decisions.</div><div><br /></div><div><br /></div><div>Job Description</div><div><br /></div><div>We are seeking a highly motivated and skilled Data Engineering Manager to join our dynamic team. As a Data Engineering Manager, you will be responsible for leading a team of data engineers in data ingestion, transformation, and the creation of analytics solutions. Your role will be instrumental in driving our data engineering vision and ensuring the successful delivery of high-quality data products and services.</div><div><br /></div><div>In addition to your managerial responsibilities, you must also be willing to jump in and be hands-on when necessary. Your hands-on involvement will play a crucial role in mentoring your team, tackling complex data engineering challenges, and setting a high standard for data quality. If you are passionate about cutting-edge technologies, data quality, and leading a talented team, this role is for you. </div><div><br /></div><div>This is a team member position, working onsite in our Pittsburgh, PA office.</div><div>This role may require up to 10% travel</div>Scope of Responsibilities<ul><li>Lead and manage a team of data engineers, fostering a collaborative and innovative environment.</li><li>Provide guidance, mentorship, and support to team members, encouraging their professional growth and development. </li><li>Coordinate with cross-functional teams to align data engineering efforts with broader organizational goals and user requirements.</li><li>Develop and articulate a clear data engineering vision that aligns with the company's strategic objectives. </li><li>Drive the implementation of the data engineering vision, ensuring it is aligned with business priorities and timelines. </li><li>Oversee the design and development of data pipelines, data models, and data architecture to support analytics and reporting needs.</li><li>Collaborate with stakeholders to identify and prioritize data engineering projects and initiatives. </li><li>Allocate resources efficiently and manage project timelines to deliver high-quality solutions on time and within budget. </li><li>Stay up-to-date with the latest trends, tools, and technologies in the data engineering field. </li><li>Evaluate and recommend new technologies that can improve data engineering processes and enhance overall efficiency. </li><li>Develop and implement processes to ensure data quality is built into data pipelines from the outset.</li></ul>Qualifications<ul><li>U.S. Citizenship is required</li></ul><div><br /></div><div><b>Required Skills:</b></div><ul><li>Bachelor's degree in Computer Science, Mathematics, or equivalent experience</li><li>7+ years in a technical data engineering role</li><li>3+ years of people management</li><li>Experience implementing streaming data pipelines</li><li>Experience with various data modeling techniques, such as relational and dimensional </li><li>Experience with AWS’ Aurora Postgres or MySQL</li><li>Proficient in SQL, Stored Procedures, Functions</li><li>Proficient in big data technologies such as Spark, Hadoop, Databricks, Kafka</li><li>Requires strong analytical ability and attention to detail</li></ul><div><br /></div><div><b>Desired Skills:</b></div><ul><li>Current possession of a U.S. security clearance, or the ability to obtain one with our sponsorship</li><li>Experience in or exposure to the nuances of a startup or other entrepreneurial environment</li><li>Experience working with Kubernetes</li><li>Knowledge of design patterns in the Cloud and Building Well Architected Solutions</li><li>Working knowledge with large (multiple terabytes) amounts of data</li></ul><div>We firmly believe that past performance is the best indicator of future performance.  If you thrive while building solutions to complex problems, are a self-starter, and are passionate about making an impact in global security, we’re eager to hear from you.</div><div><br /></div><div><b>Govini is an Equal Opportunity Employer.  All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, sexual orientation, gender identity, disability and protected veterans status or any other characteristic protected by law.</b></div></div></div>

<h3>Job Description</h3><div>Job Description<div><div>Company Description</div><div><br /></div><div>Govini transforms Defense Acquisition from an outdated manual process to a software-driven strategic advantage for the United States. Our flagship product, Ark, supports Supply Chain, Science and Technology, Production, Sustainment, Logistics, and Modernization teams with AI-enabled Applications and best-in-class data to more rapidly imagine, develop, and field the capabilities we need. Today, the national security community and every branch of the military rely on Govini to enable faster and more informed Acquisition decisions.</div><div><br /></div><div><br /></div><div><b>Job Description</b></div><div><br /></div><div>We are seeking a growth-oriented product leader to drive product expansion with our Navy customers. This is an individual contributor role responsible for identifying, assessing, defining, and investing resources in creating productizable solutions to pernicious customer problems. These are true 0-to-1 initiatives, whereby you are the product owner accountable for delivering differentiated solutions, end to end, within our Ark platform.  </div><div><br /></div><div>Govini product managers are responsible for working directly with customers, our implementation team,  and our sales team as the “tip of the spear” for understanding our customers’ needs. In this role, you will design, spec, prototype, and launch new workflows and capabilities into full production within the Ark. You should be highly motivated by the market adoption of the solutions you successfully launch. </div><div><br /></div><div>In order to do this job well, you must possess exceptional judgment when it comes to identifying opportunities to deliver customer value in a productized way, as well as in the relative prioritization of those opportunities. You must work effectively cross-functionally in often ambiguous circumstances, distilling market opportunities to a clear set of objectives and solutions, and articulating the value of those solutions both internally and externally. </div><div><br /></div><div>In a typical week, a product manager could expect to: </div><div>- Spend several days on-site with users, seeking to understand pain points and relate those pain points to opportunities to build new valuable workflows in the Ark</div><div>- Partner with the sales team to help assess opportunities and understand the degree to which customer requirements align with product capabilities and roadmap</div><div>- Assess the merit in product investments necessary to enable successful sales outcomes</div><div>- Draft a clear and compelling articulation of customer problems, and what a good solution to those problems would look like in the Ark</div><div>- Communicate to prospective customers about the capabilities of the Ark and discuss with them how it can be configured to meet their specific needs</div><div><br /></div><div>This role is a full-time position located in our Arlington, VA office</div><div>This role may require up to 40% travel</div>Scope of Responsibilities<ul><li>Identify and evaluate new product features and functionality for Ark through embedding with customers</li><li>For new product features, define the addressable market size, the competitive landscape, the near-term sales opportunities, and alignment with the overall product strategy</li><li>Validate concepts using the value proposition canvas/business model canvas, build a comprehensive business case, and communicate and defend the prioritization internally</li><li>Assist with the scoping, pricing, and capture of contracts, and communicate details to all levels of the organization </li><li>Partner with internal engineering and data science teams to scope the expected associated investment costs/timelines, and ensure that the business can deliver on scope, contractual obligations, and agreed-upon timelines</li><li>Facilitate the market introduction of new features/functions while balancing tradeoffs of risk, cost, and speed</li><li>Ensure smooth integration of prototyped features/functions into Ark for utilization across customer accounts</li></ul>Qualifications<ul><li>U.S. Citizenship is required</li></ul><div><br /></div><div><b>Required Skills:</b></div><ul><li>5+ years in a product or software role, including experience with enterprise software (B2B or B2G)</li><li>Strong value orientation, understanding of what matters for our customers, and why</li><li>Self-starter, owner mentalityAbility to thrive in a fast-paced, dynamic work environment</li><li>Exceptional written and oral communication skills across all levels of the business</li><li>Bachelor’s degree in business or technology-related field </li></ul><div><br /></div><div><b>Desired Skills:</b></div><ul><li>Current possession of a U.S. security clearance, or the ability to obtain one with our sponsorship</li><li>Experience in or exposure to the nuances of a startup or other entrepreneurial environment</li><li>Experience in or around DoD</li><li>Full product lifecycle experience, from early idea through production and maintenance </li><li>Familiarity with the value proposition canvas and/or business model canvas frameworks</li><li>Advanced degree in a business or technical field</li></ul><div><br /></div><div>We firmly believe that past performance is the best indicator of future performance.  If you thrive while building solutions to complex problems, are a self-starter, and are passionate about making an impact in global security, we’re eager to hear from you.</div><div><br /></div><div><b>Govini is an Equal Opportunity Employer.  All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, sexual orientation, gender identity, disability and protected veterans status or any other characteristic protected by law.</b></div></div></div>

<h3>Job Description</h3><div>Job Description<div><div>Company Description</div><div><br /></div><div>Govini transforms Defense Acquisition from an outdated manual process to a software-driven strategic advantage for the United States. Our flagship product, Ark, supports Supply Chain, Science and Technology, Production, Sustainment, Logistics, and Modernization teams with AI-enabled Applications and best-in-class data to more rapidly imagine, develop, and field the capabilities we need. Today, the national security community and every branch of the military rely on Govini to enable faster and more informed Acquisition decisions.</div><div><br /></div><div><br /></div><div>Job Description</div><div><br /></div><div>We are seeking a skilled and dedicated Software Engineering Lead to join our Engineering team. As the Software Engineering Lead at Govini, you will be essential to crafting and implementing the software engineering processes and implementations within Govini.</div><div><br /></div><div>In order to do this job well, you must be obsessed with quality, and efficiency, and love working with diverse technologies. You have a strong understanding of software engineering design principles, as well as a strong technical prowess. Our ideal candidate is someone who is energized by building scalable technology to support the defense and intelligence communities.</div><div><br /></div><div>This role is a full-time position located out of our office in Pittsburgh, PA.</div><div>This role may require up to 10% travel</div>Scope of Responsibilities<ul><li>Lead software engineering efforts from ideation through implementation as well as the day-to-day of a small team containing both front-end and back-end software engineers</li><li>Lead Agile ceremonies for the software engineering team</li><li>Establish coding and testing best practices and standards for Engineers</li><li>Develop, test, and deploy modern software applications and new features</li><li>Oversee the quality of Engineers’ deliverables, such as coding, testing, debugging</li><li>Collaborate with Govini’s product team to turn business requirements into technical specifications </li><li>Regularly seek out innovation and continuous improvement, finding efficiency in all assigned tasks</li><li>Collaborate with data engineers, data scientists, QA engineers, and DevOps engineers to improve the overall quality and performance of the platform</li></ul>Qualifications<ul><li>U.S. Citizenship is required</li></ul><div><br /></div><div>Required Skills:</div><ul><li>Bachelor's degree in Computer Science, Mathematics, or equivalent experience</li><li>5 years of software development experience with an object-oriented programming language comparable to Java, C++, Python, C#, or Ruby</li><li>Hands-on experience with Spring Boot, Quarkus, or similar technologies</li><li>Knowledge of data structures, object-oriented design, algorithms, exception handling, and troubleshooting</li><li>Experience writing SQL and implementing database design</li></ul><div><br /></div><div>Desired Skills:</div><ul><li>Current possession of a U.S. security clearance, or the ability to obtain one with our sponsorship</li><li>Experience in or exposure to the nuances of a startup or other entrepreneurial environment</li><li>Previously experienced working in a product organization</li></ul><div>We firmly believe that past performance is the best indicator of future performance.  If you thrive while building solutions to complex problems, are a self-starter, and are passionate about making an impact in global security, we’re eager to hear from you.</div><div><br /></div><div><b>Govini is an Equal Opportunity Employer.  All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, sexual orientation, gender identity, disability and protected veterans status or any other characteristic protected by law.</b></div></div></div>

<h3>Job Description</h3><div>Job Description<div><div>Company Description</div><div><br /></div><div>Govini transforms Defense Acquisition from an outdated manual process to a software-driven strategic advantage for the United States. Our flagship product, Ark, supports Supply Chain, Science and Technology, Production, Sustainment, Logistics, and Modernization teams with AI-enabled Applications and best-in-class data to more rapidly imagine, develop, and field the capabilities we need. Today, the national security community and every branch of the military rely on Govini to enable faster and more informed Acquisition decisions.</div><div><br /></div><div><br /></div><div><b>Job Description</b></div><div><br /></div><div>We are seeking a product-oriented leader to lead the integration of new capabilities into our existing Applications within the Ark platform. This is an individual contributor role responsible for prioritizing, rationalizing and integrating existing prototypes into our production Applications. As the product owner, you are accountable for delivering valuable and differentiated solutions at scale, end to end, within our Ark platform.  </div><div><br /></div><div>Govini’s application-aligned product managers are responsible for thinking broadly across the communities we serve and delivering solutions that provide value to a wide range of customers. They partner with account-aligned PMs, as well as our engagement and implementation teams, to broadly scale “in-the-field” solutions and improve the configurability and adaptability of our platform. In this role, you will partner with customer-aligned PMs to integrate prototype workflows and capabilities into full production within the Ark. You should be highly motivated by the market adoption of the solutions you successfully launch. </div><div><br /></div><div>In order to do this job well, you must possess exceptional judgment when it comes to identifying opportunities to deliver customer value in a productized way, as well as in the relative prioritization of those opportunities. You must work effectively cross-functionally in often ambiguous circumstances, distilling market opportunities to a clear set of objectives and solutions, and articulating the value of those solutions both internally and externally. </div><div><br /></div><div>In a typical week, a product manager could expect to:</div><div>- Spend several days on site with users, seeking to understand how users across a variety of accounts utilize Ark to relieve pain points and triangulate the commonalities to build new valuable workflows in the Ark. </div><div>- Draft clear and compelling articulation of customer problems, and what a good solution to those problems would look like in the Ark.</div><div>- Partner with the sales team to help assess opportunities and understand the degree to which customer requirements align with product capabilities and roadmap </div><div>- Define how those solutions deliver value across a wide range of customer environments and determine what features are necessary to support broad adoption of the solution.</div><div>- Collaborate with engineering and design teams to deliver the most promising capabilities.</div><div><br /></div><div>This is a full-time team member position, working in the office at our Arlington, VA location.</div><div>This role may require up to 50% travel</div><div><br /></div>Scope of Responsibilities<ul><li>For new product features, define the addressable market size, the competitive landscape, the near term sales opportunities, and alignment with the overall product strategy</li><li>Validate concepts using the value proposition canvas/business model canvas, build a comprehensive business case, and communicate and defend the prioritization internally</li><li>Partner with internal engineering and data science teams to scope the expected associated investment costs/timelines, and ensure that the business can deliver on scope, contractual obligations, and agreed-upon timelines</li><li>Facilitate market introduction of new features/functions while balancing tradeoffs of risk, cost, and speed</li><li>Ensure smooth integration of prototyped features/functions into Ark for utilization across customer accounts</li></ul>Qualifications<ul><li>U.S. Citizenship is required</li></ul><div><br /></div><div><b>Required Skills:</b></div><ul><li>5+ years in a product or software role, including experience with enterprise software (B2B or B2G)</li><li>Strong value orientation, understanding of what matters for our customers, and why</li><li>Self-starter, owner mentality</li><li>Ability to thrive in a fast-paced, dynamic work environment</li><li>Exceptional written and oral communication skills across all levels of the business</li><li>Bachelor’s degree in business or technology-related field </li></ul><div><br /></div><div><b>Desired Skills:</b></div><ul><li>Current possession of a U.S. security clearance, or the ability to obtain one with our sponsorship</li><li>Experience in or exposure to the nuances of a startup or other entrepreneurial environment</li><li>Experience in or around DoD, in particular, Department of the Army or the Department of the Air Force</li><li>Full product lifecycle experience, from early idea through production and maintenance </li><li>Familiarity with the value proposition canvas and/or business model canvas frameworks</li><li>Advanced degree in a business or technical field</li></ul><div><br /></div><div>We firmly believe that past performance is the best indicator of future performance.  If you thrive while building solutions to complex problems, are a self-starter, and are passionate about making an impact in global security, we’re eager to hear from you.</div><div><br /></div><div><b>Govini is an Equal Opportunity Employer.  All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, sexual orientation, gender identity, disability and protected veterans status or any other characteristic protected by law.</b></div></div></div>

<h3>Job Description</h3><div>Job Description<div><div>Company Description</div><div><br /></div><div>Govini transforms Defense Acquisition from an outdated manual process to a software-driven strategic advantage for the United States. Our flagship product, Ark, supports Supply Chain, Science and Technology, Production, Sustainment, Logistics, and Modernization teams with AI-enabled Applications and best-in-class data to more rapidly imagine, develop, and field the capabilities we need. Today, the national security community and every branch of the military rely on Govini to enable faster and more informed Acquisition decisions.</div><div><br /></div><div><br /></div><div><b>Job Description</b></div><div><br /></div><div>We are seeking a customer-oriented product manager to help drive the development of the Logistics Application within the Ark platform. This is an individual contributor role reporting to our Director of Product for Logistics.  This role is responsible for prioritizing, rationalizing, and integrating new features and existing prototypes into our Logistics Application. You are accountable for delivering valuable and differentiated solutions at scale, end-to-end, within our Ark platform.  You will also partner with our sales and implementation teams to shape how we talk about our Logistics offering in the marketplace in a way that resonates with our customers.</div><div><br /></div><div>Govini’s application-aligned product managers are responsible for thinking broadly across the communities we serve and delivering solutions that provide value to a wide range of customers. They partner with account-aligned PMs, as well as our sales and implementation teams, to broadly scale “in-the-field” solutions and improve the configurability and adaptability of our platform. In this role, you will partner with customer-aligned PMs to integrate prototype workflows and capabilities into full production within the Ark. You should be highly motivated by the market adoption of the solutions you successfully launch. </div><div><br /></div><div>To do this job well, you must possess exceptional judgment when it comes to identifying opportunities to deliver customer value in a productized way, as well as in the relative prioritization of those opportunities. You must work effectively cross-functionally in often ambiguous circumstances, distilling market opportunities to a clear set of objectives and solutions, and articulating the value of those solutions both internally and externally. </div><div><br /></div><div>In a typical week, a product manager could expect to:</div><div>- Spend several days on site with users, seeking to understand how users across a variety of accounts utilize Ark to relieve pain points and triangulate the commonalities to build new valuable workflows in the Ark.</div><div>- Draft a clear and compelling articulation of customer problems, and what a good solution to those problems would look like in the Ark.</div><div>- Partner with the sales team to help assess opportunities and understand the degree to which customer requirements align with product capabilities and roadmap. </div><div>- Define how those solutions deliver value across a wide range of customer environments and determine what features are necessary to support broad adoption of the solution. </div><div>- Collaborate with engineering and design teams to deliver the most promising capabilities.</div><div><br /></div><div>This role is a full-time position located in our Arlington, VA office.</div><div>This role may require up to 60% travel. </div><div><br /></div>Scope of Responsibilities<ul><li>For new product features, define the addressable market size, the competitive landscape, the near-term sales opportunities, and alignment with the overall product strategy</li><li>Validate concepts using the value proposition canvas/business model canvas, build a comprehensive business case, and communicate and defend the prioritization internally</li><li>Partner with internal engineering and data science teams to scope the expected associated investment costs/timelines, and ensure that the business can deliver on scope, contractual obligations, and agreed-upon timelines</li><li>Facilitate market introduction of new features/functions while balancing tradeoffs of risk, cost, and speed</li><li>Ensure smooth integration of prototyped features/functions into Ark for utilization across customer accounts</li></ul>Qualifications<ul><li>U.S. Citizenship is required</li></ul><div><br /></div><div><b>Required Skills:</b></div><ul><li>5+ years in a product or software role, including experience with enterprise software (B2B or B2G)</li><li>Strong value orientation, understanding of what matters for our customers, and why</li><li>Self-starter, owner mentality</li><li>Ability to thrive in a fast-paced, dynamic work environment</li><li>Exceptional written and oral communication skills across all levels of the business</li><li>Bachelor’s degree in business or a technology-related field </li></ul><div><br /></div><div><b>Desired Skills:</b></div><ul><li>Domain experience and expertise in Logistics or related fields</li><li>Experience in or around DoD</li><li>Full product lifecycle experience, from early idea through production and maintenance</li><li>Familiarity with the value proposition canvas and/or business model canvas frameworks</li><li>An advanced degree in a business or technical field</li><li>Experience in or exposure to the nuances of a startup or other entrepreneurial environment</li><li>Current possession of a U.S. security clearance at the Top Secret level, or the ability to obtain one with our sponsorship</li></ul><div><br /></div><div>We firmly believe that past performance is the best indicator of future performance.  If you thrive while building solutions to complex problems, are a self-starter, and are passionate about making an impact in global security, we’re eager to hear from you.</div><div><br /></div><div><b>Govini is an Equal Opportunity Employer.  All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, sexual orientation, gender identity, disability and protected veterans status or any other characteristic protected by law.</b></div></div></div>

<h3>Job Description</h3><div>Job Description<div><div>Company Description</div><div><br /></div><div>Govini transforms Defense Acquisition from an outdated manual process to a software-driven strategic advantage for the United States. Our flagship product, Ark, supports Supply Chain, Science and Technology, Production, Sustainment, Logistics, and Modernization teams with AI-enabled Applications and best-in-class data to more rapidly imagine, develop, and field the capabilities we need. Today, the national security community and every branch of the military rely on Govini to enable faster and more informed Acquisition decisions.</div><div><br /></div><div><br /></div><div>Job Description</div><div><br /></div><div>We are seeking a Machine Learning Engineer to join our team to build cutting-edge machine learning technologies that will replace complex, time-consuming, manual processes with automation and intelligence that will help Govini end-users make scientific and analytical decisions. We're looking for world-class talent to join our team where you will have the opportunity to help develop solutions from data collection to large-scale data manipulation to long-term data storage and low-latency retrieval, reporting, and analytical systems to solve big data problems that drive business performance.</div><div><br /></div><div>In order to do this job well, you must be a curious and eager problem solver with a hunger for building well-designed, high-quality solutions. You have a passion for great work and nothing less than your best will do. You share our intolerance of mediocrity. You’re uber-smart, challenged by figuring things out and producing simple solutions to complex problems. Knowing there are always multiple answers to a problem, you know how to engage in a constructive dialogue to find the best path forward. You’re scrappy. We like scrappy.</div><div><br /></div><div>This role is a full-time position located out of our office in Pittsburgh, PA.</div><div>This role may require up to 10% travel</div>Scope of Responsibilities<ul><li>Actively create, architect, and deliver state-of-the-art machine learning solutions designed to add intelligence to our data analysis and software-as-a-service platform</li><li>Establish meaningful criteria for evaluating algorithm performance and suitability</li><li>Develop clear software specifications for implementing trained models</li><li>Implement working, scalable, production-ready Machine Learning and AI Process Automation models and code</li><li>Optimize processes for maximum speed, performance, and accuracy</li><li>Participate in the end-to-end software development of new feature functionality and design capabilities</li><li>Craft clean, testable, and maintainable code</li><li>Keep up to date with Machine Learning best practices and evolving open-source frameworks</li><li>Regularly seek out innovation and continuous improvement, finding efficiency in all assigned tasks</li><li>Collaborate closely with fellow software engineers, data scientists, data engineers, and QA engineers</li></ul>Qualifications<ul><li>US Citizenship is required</li></ul><div><br /></div><div><b>Required Skills:</b></div><ul><li>Bachelor's, Master’s, or Doctorate in Computer Science, Computer Engineering, Data Science, or a related field</li><li>Minimum 3 years experience in hands-on development of machine learning models</li><li>Practical experience in building, developing, and productionizing machine learning systems</li><li>Advanced software skills in Python</li><li>Experience with common NLP algorithms and implementations</li><li>Hands-on experience with AWS and cloud infrastructure</li><li>A strong desire to learn and investigate new technologies</li><li>Familiarity with Git source control management</li><li>Prior hands-on experience working with data-driven analytics</li><li>Ability to work collaboratively with little supervision</li><li>A burning desire to work in a challenging fast-paced tech environment</li></ul><div><br /></div><div><b>Desired Skills:</b></div><ul><li>Current possession of a U.S. security clearance, or the ability to obtain one with our sponsorship</li><li>Experience in or exposure to the nuances of a startup or other entrepreneurial environment</li><li>Track record of implementing data-driven products </li><li>Experience in or exposure to the nuances of a startup or other entrepreneurial environment</li><li>Experience in deploying ML models in Kubernetes environments</li><li>2 years of experience developing and deploying modern NLP models</li></ul><div>We firmly believe that past performance is the best indicator of future performance.  If you thrive while building solutions to complex problems, are a self-starter, and are passionate about making an impact in global security, we’re eager to hear from you.</div><div><br /></div><div><b>Govini is an Equal Opportunity Employer.  All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, sexual orientation, gender identity, disability and protected veterans status or any other characteristic protected by law.</b></div></div></div>

<h3>Job Description</h3><div>Job Description<div><div>Company Description</div><div><br /></div><div>Govini transforms Defense Acquisition from an outdated manual process to a software-driven strategic advantage for the United States. Our flagship product, Ark, supports Supply Chain, Science and Technology, Production, Sustainment, Logistics, and Modernization teams with AI-enabled Applications and best-in-class data to more rapidly imagine, develop, and field the capabilities we need. Today, the national security community and every branch of the military rely on Govini to enable faster and more informed Acquisition decisions.</div><div><br /></div><div><br /></div><div>We are seeking an exceptional and experienced data platform engineer who shares our passion and obsession with quality.  You'll be a core member of our product and engineering team dedicated to helping our clients replace time-consuming, manual processes to reach informed, real-time decisions about government markets, competitors, and agency relationships. We need a skilled and dedicated engineer to join our team to lead us in uncovering truth and meaning in data.  You must be hands-on with a strong understanding of both data platforms and cloud infrastructure.  You must also have strong interpersonal skills to work cross-functionally across internal teams as well as directly with end users and Govini platform SMEs.</div><div><br /></div><div>In order to do this job well, you must be a curious and eager problem solver with a hunger for delivering high-quality data solutions.  You have a passion for great work and nothing less than your best will do. You share our intolerance of mediocrity and produce simple solutions to complex problems. Knowing there are always multiple answers to a problem, you know how to engage in a constructive dialogue to find the best path forward. </div><div><br /></div><div>This role is a full-time position located out of our office in Pittsburgh, PA. </div><div>This role may require up to 10% travel</div>Scope of Responsibilities<ul><li>Design and implement platform architecture enhancements to support scalability and reliability</li><li>Design, build, maintain, and support data platform solutions to enable efficient data consumption across functional teams, including AI/ML, Data Science, and Software</li><li>Evaluate and integrate emerging technologies to improve the data platform</li><li>Collaborate with teams across the organization to understand business needs and translate them into data solutions</li><li>Mentor junior engineers by providing code reviews, guidance, and technical leadership through promotion of engineering best practices</li></ul>Qualifications<ul><li>US Citizenship Required</li></ul><div><br /></div><div><b>Required Skills:</b></div><ul><li>Bachelor's degree in Computer Science, Mathematics or a related technical field</li><li>5+ years of experience in building and maintaining scalable data platforms or services</li><li>Strong proficiency in Python and SQL</li><li>Proven experience in architecting and implementing data pipeline frameworks, including orchestration</li><li>Solid understanding of data security and governance best practices</li><li>Hands-on with big data frameworks, such as Apache Spark</li><li>Knowledge of cloud-native data lake/lakehouse architectures</li><li>Demonstrated ability to collaborate with stakeholders to deliver data platform solutions that support AI, machine learning, data science, and web applications</li><li>Strong analytical skills and attention to detail</li><li>Ability to work independently in a fast-paced environment</li><li>A passion for solving complex problems and building sustainable, scalable systems</li></ul><div><br /></div><div><b>Desired Skills:</b></div><ul><li>Current possession of a U.S. security clearance, or the ability to obtain one with our sponsorship</li><li>Experience using Amazon Web Services</li><li>Experience in or exposure to the nuances of a startup or other entrepreneurial environment</li><li>Working knowledge of large (multiple terabytes) amounts of data</li></ul><div>We firmly believe that past performance is the best indicator of future performance.  If you thrive while building solutions to complex problems, are a self-starter, and are passionate about making an impact in global security, we’re eager to hear from you.</div><div><br /></div><div><b>Govini is an Equal Opportunity Employer.  All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, sexual orientation, gender identity, disability and protected veterans status or any other characteristic protected by law.</b></div></div></div>

<h3>Job Description</h3><div>Job Description<div><div>Company Description</div><div><br /></div><div>Govini transforms Defense Acquisition from an outdated manual process to a software-driven strategic advantage for the United States. Our flagship product, Ark, supports Supply Chain, Science and Technology, Production, Sustainment, Logistics, and Modernization teams with AI-enabled Applications and best-in-class data to more rapidly imagine, develop, and field the capabilities we need. Today, the national security community and every branch of the military rely on Govini to enable faster and more informed Acquisition decisions.</div><div><br /></div><div><br /></div><div>Job Description</div><div><br /></div><div>We are seeking an exceptional and experienced data engineer who shares our passion and obsession with quality.  You'll be a core member of our product and engineering team dedicated to helping our clients replace time-consuming, manual processes to reach informed real-time decisions about government markets, competitors, and agency relationships. We need a skilled and dedicated data nerd to join our team to lead us in uncovering truth and meaning in data.  You must be a hands-on engineer with a strong understanding of both data management and governance standards.  You must also have strong interpersonal skills to work cross-functionally across internal teams as well as directly with end users and Govini platform SMEs. </div><div><br /></div><div>In order to do this job well, you must be a curious and eager problem solver with a hunger for delivering high-quality data solutions.  You have a passion for great work and nothing less than your best will do. You share our intolerance of mediocrity. You’re uber-smart, challenged by figuring things out and producing simple solutions to complex problems. Knowing there are always multiple answers to a problem, you know how to engage in a constructive dialogue to find the best path forward. You’re scrappy. We like scrappy.</div><div><br /></div><div>This role is a full-time position located out of our office in Pittsburgh, PA. </div><div>This role may require up to 10% travel</div>Scope of Responsibilities<ul><li>Define and lead Govini's data lifecycle strategy across data acquisition, data ingestion, data cleansing, normalization and linkage. </li><li>Ensure key entities within datasets are identified, resolved and linked to existing entities within the current master data repository.</li><li>Apply various techniques to produce solutions to large-scale optimization problems, including data pre-processing, indexing, blocking, field and record comparison and classification.</li><li>Improve data sharing, increase data repurposing and improve cost efficiency associated with data management efforts. </li><li>Build best practices that help with chain of custody of data so it can be easily traced back to the source for accuracy and consistency.</li><li>Work across functional teams to understand advanced statistical, machine learning, and text processing models and incorporate them into Govini’s existing data engineering infrastructure.</li><li>Perform exploratory data analyses, generate and test working hypotheses, prepare and analyze historical data and identify patterns.</li><li>Work directly with users as well as SMEs to establish, create and populate optimal data architectures and structures, as well as articulate techniques and results using non-technical language. </li></ul>Qualifications<ul><li>U.S. Citizenship is required</li></ul><div><br /></div><div>Required Skills:</div><ul><li>Bachelor's degree in Computer Science, Mathematics or a related technical field </li><li>3-5 years experience with programmatically transforming data </li><li>Experience with RDBMS</li><li>Advanced SQL programming skills</li><li>Proficient usage of common data formats such as CSV, XML, and JSON</li><li>Requires strong analytical ability and attention to detail</li><li>Ability to work independently with little supervision</li><li>A burning desire to tackle hard problems and create sustainable solutions </li></ul><div><br /></div><div>Desired Skills:</div><ul><li>Current possession of a U.S. security clearance, or the ability to obtain one with our sponsorship</li><li>Experience in or exposure to the nuances of a startup or other entrepreneurial environment</li><li>Experience using Amazon Web Services</li><li>Experience in or exposure to the nuances of a startup or other entrepreneurial environment</li><li>Working knowledge with large (multiple terabytes) amounts of data</li></ul><div>We firmly believe that past performance is the best indicator of future performance.  If you thrive while building solutions to complex problems, are a self-starter, and are passionate about making an impact in global security, we’re eager to hear from you.</div><div><br /></div><div><b>Govini is an Equal Opportunity Employer.  All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, sexual orientation, gender identity, disability and protected veterans status or any other characteristic protected by law.</b></div></div></div>

<h3>Job Description</h3><div>Job Description<div><div>Company Description</div><div><br /></div><div>Govini transforms Defense Acquisition from an outdated manual process to a software-driven strategic advantage for the United States. Our flagship product, Ark, supports Supply Chain, Science and Technology, Production, Sustainment, Logistics, and Modernization teams with AI-enabled Applications and best-in-class data to more rapidly imagine, develop, and field the capabilities we need. Today, the national security community and every branch of the military rely on Govini to enable faster and more informed Acquisition decisions.</div><div><br /></div><div><br /></div><div>Job Description</div><div><br /></div><div>We are seeking a Data Science Manager who will be responsible for managing the development of predictive statistical models using both data from Govini’s National Security Knowledge Graph and data provided by our Government customers. These models will include general statistical models, simulation models, and machine learning implementations. You will be responsible for the management of a team of existing data scientists as well as growing this team. You will collaborate with Product, Sales, and Engineering in a cross-functional capacity to deliver high-quality, decision-grade data and analytics to our National Security customers.  You will work with our customers directly to better understand their key challenges. You thrive under pressure and are eager to solve new challenges.  You are passionate about recruiting and developing top data science talent.  You are a technology and data nerd who strives to always deliver the best product to our customers. </div><div>  </div><div>In order to do this job well, you will push the boundaries of data science and always look for new ways to leverage models to drive new insights and customer value.  You won’t hesitate to identify problems and take the lead in finding the answers.  You are a self-starter who leads by example.  You are a creative, out-of-the box thinker who shares our passion and obsession with problem-solving.  As part of our team, you must have a strong understanding of the various fundamentals of data science and analysis, including machine learning. You excel at translating business problems into data science problems and bringing data to life.</div><div><br /></div><div>This role is a full-time position located out of our office in our Pittsburgh, PA office. </div><div>This role may require up to 50% travel.</div>Scope of Responsibilities<ul><li>Manage the teams of data scientists to execute predictive indicator development and configuration</li><li>Partner with external client teams to understand their business problems and work with them to create data-driven solutions, to be hosted on the Govini Defense Software Application, Ark.ai</li><li>Understand our data assets on a detailed level and train others; you are the data subject matter expert</li><li>Constantly seek out new tools to deliver scope faster with higher quality</li><li>Become an expert in the National Security domain, and speak from a position of authority to internal and external customers as it pertains to leveraging Govini data and analytics</li><li>Hire the best talent and continuously train, coach, and mentor your team members to grow and perform at their highest level</li><li>Apply advanced statistical, AI/ML, and predictive modeling techniques to build, maintain, and improve on indicators and models to help customers proactively manage risks and identify opportunities</li><li>Constantly innovate and never settle for the status quo</li><li>Participate in end-to-end software development, on an agile team in a scrum process, collaborating closely with fellow software, machine learning, data, and QA engineers</li></ul>Qualifications<ul><li>U.S. Citizenship is required</li></ul><div><br /></div><div>Required Skills:</div><ul><li>Master's degree in Statistics, Computer Science, or a related technical field</li><li>Minimum of 5 years of direct, hands-on data science work, including machine learning model development, statistical analysis, indicator development, and related programming languages such as Python and R</li><li>Minimum 2 years of people management, specifically running data science, software/data engineering, or other technical teams</li><li>Experience in a customer-facing data science role as an individual contributor or manager</li><li>SQL mastery</li><li>Experience with Git source control management</li><li>Experience developing and deploying business intelligence (BI) tools and insights to both internal and external customers</li><li>Understanding and appreciation of the product management discipline; ideally, you have worked within a product organization in your past experience</li><li>Strong communication skills, across all levels of the organization</li><li>Experience with developing and maintaining Data Science solutions in AWS environments</li><li>A burning desire to work in a challenging, fast-paced environment and grow professionally</li></ul><div><br /></div><div>Desired Skills:</div><ul><li>Current possession of a U.S. security clearance, or the ability to obtain one with our sponsorship</li><li>Experience in or exposure to the nuances of a startup or other entrepreneurial environment</li><li>Experience and interest in National Security</li><li>Experience working on agile/scrum teams</li><li>Experience with major NLP frameworks</li><li>Familiarity with big data frameworks (e.g., HDFS, Spark) and AWS</li></ul><div>We firmly believe that past performance is the best indicator of future performance.  If you thrive while building solutions to complex problems, are a self-starter, and are passionate about making an impact in global security, we’re eager to hear from you.</div><div><br /></div><div><b>Govini is an Equal Opportunity Employer.  All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, sexual orientation, gender identity, disability and protected veterans status or any other characteristic protected by law.</b></div></div></div>

Question	Topic	Difficulty	Ask Chance
Boarding Times Bias	Statistics	Medium	Very High
Hundreds of Hypotheses	Statistics	Medium	Very High
Random Bucketing	A/B Testing & Experimentation	Medium	Very High

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