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Kpit Interview Questions

A/B Testing

Algorithms

Analytics

Machine Learning

Probability

Product Metrics

Python

Statistics

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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.

What factors could have biased this result, and what would you look into?

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

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?

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

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

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?

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

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?

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

Kpit Salaries by Position

Job Description KPIT is seeking a highly skilled and motivated Senior Software Engineer with strong AUTOSAR experience to join our team in Coventry, the UK. You will play a pivotal role in the development and integration of features for cutting-edge Assisted and Automated Driving Systems, contributing throughout the vehicle lifecycle – from manufacturing to end-of-line validation. Key Responsibilities: <ul><li>Lead and support a team in the feature configuration of Assisted and Automated Driving Systems, specifically focusing on end-of-line manufacturing processes.</li><li>Contribute to System & Software Architecture, applying Agile principles.</li><li>Perform issue triage, debugging, vehicle testing, and integration related to feature configuration and system/software issues.</li><li>Utilize Model-Based Systems Engineering (MBSE) techniques, ideally with experience in Simulink and Stateflow.</li><li>Author and review requirements, utilizing both modeling and structured formats like EARS (Easy Approach to Requirements Syntax).</li><li>Conduct vehicle-level validation and perform root cause analysis at the code level.</li><li>Contribute to effective change and configuration management.</li><li>Design and develop model-based control strategies.</li><li>Analyze requirements and decompose them into actionable tasks.</li><li>Develop and execute validation processes and associated simulation environments. </li></ul>Essential Skills & Experience: <ul><li>A formal qualification (Degree) in Systems Engineering, Software Engineering, Electronics, Computer Science, or a related field.</li><li>Proven experience in AUTOSAR, including feature configuration for Assisted and Automated Driving Systems.</li><li>Strong understanding of System & Software Architecture principles.</li><li>Hands-on experience with Model-Based Systems Engineering (Simulink, Stateflow).</li><li>Proficiency in debugging and vehicle testing.</li><li>Excellent analytical and problem-solving skills.</li><li>Strong interpersonal and communication skills, with the ability to lead and influence at all levels.</li><li>Ability to work independently, take ownership, and deliver results.</li><li>Experience working in a Systems Engineering environment and with Agile methodologies. </li></ul>Desirable Skills & Experience: <ul><li>Familiarity with Driver Assistance Systems and related technologies (Computer Vision, Image Processing, Machine Learning, Sensor Fusion).</li><li>Knowledge of Automotive Networking Protocols (CAN, FlexRay, SOME/IP, DoIP).</li><li>Understanding of Functional Safety (ISO 26262), Safety of the Intended Function, and Cyber Security (ISO 21434).</li><li>Experience with Unified Diagnostic Services (ISO 14229).</li><li>Knowledge of Classic & Adaptive AUTOSAR SW Architecture.</li><li>Experience with simulation tools (CarSim, Unreal, CarMaker, DriveSim).</li><li>Data Analysis skills using Python/Matlab.</li><li>Familiarity with Six Sigma methodologies. </li></ul>Why KPIT? At KPIT, you'll be part of a dynamic and innovative team, working on challenging projects that are shaping the future of the automotive industry. We offer a collaborative environment, opportunities for professional development, and a commitment to excellence. Required SkillsAutosar,Model-Based Systems Engineering,Simulink,Matlab,StateflowSupported SkillsCyber Security,Classic & Adaptive Autosar SW Architecture,ISO 14229

We are actively seeking a highly skilled and experienced Propulsion Integration engineer to join our dynamic team. Responsibilities:<ul><li>Work with controls development team, motor controls team and foundation software team and receive the inputs for SW integration for electrified PT vehicles.</li><li>Perform SW development, code generation, integration, build and execution of test plans, verification and integration of the BPCM/Power Invertor Module (PIM/MGU/EVCU) with vehicle controllers.</li><li>Perform Control Software development – Implement and test process function for DIDs/PIDs, IO controls & Routines for End of Line testing at plant.</li><li>Perform Hybrid Control Processor SW Code Generation and resolve issues with controls team.</li><li>Integrate new content from four different functional systems/components (BPCM,HCP, MCP, BSW & Supplier) into a final flash ready file.</li><li>Perform Embedded Controller resource monitoring & analysis: VRAM, CPU Throughput, ROM/Flash memory.</li><li>Measure network parameters using CANoe/CANalyzer and prepare measurement using ETAS-INCA.</li><li>Perform test bench flashing using Lauterbach/Trace32 (embedded debugger testing), INCA, CDA and verification.</li><li>Support the One-Offs and Prototype Builds for quick development and validation of bug fixes during cold-trip/hot-trip/altitude testing.</li></ul> Requirements:Basic Qualifications:<ul><li>Bachelor of Science in Electrical Engineering, Computer Engineering, Software Engineering or a related Engineering degree from an accredited university Minimum 2 years of engineering experience in software development life cycle for automotive and related industries</li><li>Minimum 2 years of MATLAB/Simulink experience in code generation using RTW and integration experience with vehicle controllers.</li><li>Minimum 2 years of ECU software SW development experience with good trouble shooting knowledge of compiler build files and integration.</li><li>Good cross functional working experience within the organization</li><li>Excellent communication skills both verbal and written Outstanding problem-solving skills</li><li>Preferred Qualifications:</li><li>Masters or advanced degree in Electrical Engineering, Computer Engineering or Software Engineering from an accredited university with 2 or more years of experience with development and testing of powertrain controls in hybrid and/or electric vehicles</li><li>Proficiency in MATLAB/Simulink, m-scripting, Visual Basic Experience with AUTOSAR compliant controller development</li><li>Experience in standard controls tools; modeling, simulation, development, testing, validation, verification Familiarity with OBD II Familiarity with the CMMI and/or ASPICE software development processes</li></ul> Join our dynamic team and contribute to the development of revolutionary propulsion systems that power our innovative projects. Apply your exceptional skills, knowledge, and enthusiasm to shape the future of transportation and make a significant impact in the industry.

Join KPIT and shape the future of automotive software!KPIT is a global leader in providing technology solutions and services to the automotive and mobility industries. We are seeking a talented and motivated AUTOSAR Integration Engineer to join our growing team. Role Overview:As an AUTOSAR Integration Engineer, you will be responsible for the integration and configuration of AUTOSAR Classic modules, ensuring seamless software delivery for our automotive clients. You will play a key role in building robust and reliable embedded systems. Responsibilities:<ul><li>Integrate and configure AUTOSAR Classic modules (BSW, MCAL, RTE).</li><li>Perform software integration, validation, and troubleshooting.</li><li>Automate build and integration processes utilizing CI/CD tools.</li><li>Collaborate closely with development and architecture teams to guarantee compliance with project requirements.</li><li>Prepare software packages for release and provide support for homologation processes.</li></ul> Qualifications:<ul><li>Proven experience with AUTOSAR Classic integration.</li><li>Hands-on experience with the EB Tresos configuration tool.</li><li>Strong knowledge of GHS compiler and embedded build environments.</li><li>Proficient programming skills in C/C++ for embedded systems.</li><li>Familiarity with automotive communication protocols (CAN, LIN, Ethernet).</li><li>Excellent command of technical English (written and spoken).</li></ul> Nice to Have:<ul><li>Experience with CI/CD pipelines and automated testing frameworks.</li><li>Knowledge of ASPICE and ISO 26262 standards.</li><li>Familiarity with tools such as CANoe and Vector DaVinci.</li></ul> Why KPIT?At KPIT, we offer a challenging and rewarding work environment, opportunities for professional growth, and the chance to work on cutting-edge technology. Join our team and be a part of the automotive revolution!

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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