The Uc Irvine Machine Learning Engineer interview guide, interview questions, salary data, and interview experiences.

Uc Irvine Machine Learning Engineer Interview Guide

Getting ready for an Machine Learning Engineer interview at Uc Irvine? The Uc Irvine Machine Learning Engineer interview span across 10 to 12 different question topics. In preparing for the interview:
<ul>
<li>Know what skills are necessary for Uc Irvine Machine Learning Engineer roles.</li>
<li>Gain insights into the Machine Learning Engineer interview process at Uc Irvine.</li>
<li>Practice real Uc Irvine Machine Learning Engineer interview questions.</li>
</ul>
Interview Query regularly analyzes interview experience data, and we've used that data to produce this guide, with sample interview questions and an overview of the Uc Irvine Machine Learning Engineer interview.


Getting ready for an Machine Learning Engineer interview at Uc Irvine? The Uc Irvine Machine Learning Engineer interview span across 10 to 12 different question topics. In preparing for the interview:

- Know what skills are necessary for Uc Irvine Machine Learning Engineer roles.
- Gain insights into the Machine Learning Engineer interview process at Uc Irvine.
- Practice real Uc Irvine Machine Learning Engineer interview questions.

Interview Query regularly analyzes interview experience data, and we've used that data to produce this guide, with sample interview questions and an overview of the Uc Irvine Machine Learning Engineer interview.
        

Overview

We've gathered this data from parsing thousands of interview experiences sourced from members.

We've gathered this data from parsing thousands of interview experiences sourced from members.

Uc Irvine Machine Learning Engineer Interview Process

Given two dates, write a program to find the number of business days that exist between the date range.

Example:

Input:

<pre tabindex="0" class="chroma"><code>date1 = 2021-01-31
date2 = 2021-02-18
</code></pre>

Output:

<pre tabindex="0" class="chroma"><code>def delta_buss_days(date1,date2) -&gt; 14
</code></pre>

Business Days

Python & General Programming

How would you design a classifier to predict the optimal moment for a commercial break during a video?

Commercial Break

Machine Learning

Let’s say you are designing a marketplace for your website.

Selling firearms is prohibited by your website’s Terms of Service Agreement (not to mention the laws of your country). To this end, you want to create a system that can automatically detect if a listing on the marketplace is selling a gun.

How would you go about doing this?

While designing a system to detect firearms listings on a marketplace website, what metrics could be used to minimize both false positives and false negatives?

While designing a system to detect firearms listings on a marketplace website, what metrics could be used to minimize both false positives and false negatives?

Detecting Firearm Sales

How would you build a model to detect if a post on a marketplace is talking about selling a gun?

Uc Irvine Machine Learning Engineer Interview Questions

At CVS Health, we're building a world of health around every consumer and surrounding ourselves with dedicated colleagues who are passionate about transforming health care.

As the nation's leading health solutions company, we reach millions of Americans through our local presence, digital channels and more than 300,000 purpose-driven colleagues - caring for people where, when and how they choose in a way that is uniquely more connected, more convenient and more compassionate. And we do it all with heart, each and every day.

**This is a remote position- candidate may reside anywhere in US**

Position Summary
The Manager (109), Product Owner (PO) is responsible for leading the Medicare innovation product development for the Grievance & Appeals (G&A) Department. This role contributes to the product vision and translates it for the product development team. They are responsible for team backlog development and prioritization, maintaining integrity of features or components, and collaborating closely with Engineering, Design, and other stakeholders. They will also identify, revise, and socialize team KPIs to achieve the defined metrics. This individual shares accountability with the Engineering counterpart for the delivery of outcomes of the team.

Primary Job Duties & Responsibilities

Product Vision, Strategy, and Roadmaps (10%)  Develop a deep understanding of the Medicare innovation strategy and initiatives
Provides clarity of the product vision, strategy, and roadmap developed and communicated by Innovation Lead to the team; assess and refines as needed
Understand the problems to be solved and what solutions are worth solving to deliver a sustainable solution adding the most long-term value.
Partners with product leadership, customer experience, and design to integrate the customer perspective into features and experiences
Influence and develop innovative initiative ideas, while maintaining compliance with the company's regulatory, safety, quality, and confidentiality protocols and standards.
Defines team OKRs and develops feature-level measurement plans to evaluate progress towards outcomes, aligned with business objectives
Ensure balance between the needs of customers and critical stakeholders.

Team Backlog Ownership, User Story Development, and Prioritization (55%)  Leads coordination with the Value Stream Lead, Module Owners, Business Analysts as needed to document business requirements for the solution.
Ensures requirements are signed by the Value Stream Lead
Communicate business requirements with DDAT in order for the DDAT team to complete configurations or coding based on the business need.
Builds, prioritizes, edits, and maintains the flow and quality of the Team Backlog to provide teams with clear intent and ensure the delivery of business value, product health, and customer satisfaction
Support the team in backlog prioritization, and guide sequencing of work to deliver the best economic outcome.
Breakdown solutions into workable Features and Stories that execute on the vision and roadmap.
Ensures that all backlog items, plus dependencies, are entered and maintained in the work management tool
Articulate well-written Features and Stories, including the Definition of Done and Acceptance Criteria to reinforce the business vision, expected value to be delivered.
Collaborate with Architecture to allow capacity for Architectural Runway required.
Provide leadership continuous and cross-communication, establishing relationships with collaborators at every organizational level.
Communicates with IT on any production defects identified, bring in SMEs as needed to close defects.
Through leading refinement sessions, they provide applicable feedback on user stories to ensure quality has been achieved by validating that the story meets the acceptance criteria
Supports testing, deployment, release, and post-release activities
They will work directly with engineering and others to optimize the working team model and ensure alignments across higher-level epics or requirements
Validate features and stories meet the acceptance criteria, definition of done, and work is delivered with quality and accept completion.
Drives communications, training, and process documentation changes based on system changes.

Trend Monitoring and Product Performance (20%)  Uses performance data to identify issues quickly, and develop new insights and hypothesis about product health (key metrics include core product metrics, Technical Health (i.e., Site Speed, Crash Rate, API Performance, etc.), Customer Feedback and/or other appropriate metrics
Tracks team KPIs that contribute to product metrics, socializes progress and consistently reinforces objectives

Product Value, Cross-Functional Teaming, and Stakeholder Management (15%)  As a part of the cross-functional team, collaborates closely with engineering, design, architecture, operations and other team members using agile practices
Produces the product or experience demo and presents to stakeholders via collaboration with the team
Serves as the point of contact for feature delivery and works directly with G&A General Business Managers when necessary to ensure broader alignment with the Epic

Required Qualifications
3+ years of product management or product owner experience with product life cycle within an Agile framework.
3+ years of product strategy experience related to enhancing products or services.
3+ years of experience with setting performance objectives and key results, reviewing analytics, and competitive analysis.
3+ years of performing planning, delivering, and supporting product strategies.
3 years Health Insurance experience.
Excellent business acumen and business intelligence; has ability to understand technical ideas and relay key points in business language, focused on impact, outcome and value delivered.
Proficient at problem solving and decision-making skills.
Has exhibited strong communication skills, coordinating across multiple key stakeholders.
Experience and comfortable working in highly matrixed teams, stakeholders at various levels.
Adept at growth mindset skills (agility and developing yourself and others), teamwork, and collaboration.

Preferred Qualifications
Experience with G&A Systems (i.e., MHK, CATS, DAG)
Experience working in SAFe Agile environment, partnering with IT functions
Driven process improvements, established new processes, or improvements for department
Comfortable presenting to senior leadership
SAFe Agile certification

Education
Required: Bachelor's degree or equivalent work experience (Highschool + 4 years of relevant work experience.)
Preferred: Masters

Anticipated Weekly Hours
40

Time Type
Full time

Pay Range

The typical pay range for this role is:

$54,300.00 - $145,860.00

This pay range represents the base hourly rate or base annual full-time salary for all positions in the job grade within which this position falls. The actual base salary offer will depend on a variety of factors including experience, education, geography and other relevant factors. This position is eligible for a CVS Health bonus, commission or short-term incentive program in addition to the base pay range listed above.

Our people fuel our future. Our teams reflect the customers, patients, members and communities we serve and we are committed to fostering a workplace where every colleague feels valued and that they belong.

Great benefits for great people

We take pride in our comprehensive and competitive mix of pay and benefits - investing in the physical, emotional and financial wellness of our colleagues and their families to help them be the healthiest they can be. In addition to our competitive wages, our great benefits include:
Affordable medical plan options,  a  401(k) plan  (including matching company contributions), and an  employee stock purchase plan .
No-cost programs for all colleagues  including wellness screenings, tobacco cessation and weight management programs, confidential counseling and financial coaching.
Benefit solutions that address the different needs and preferences of our colleagues  including paid time off, flexible work schedules, family leave, dependent care resources, colleague assistance programs, tuition assistance, retiree medical access and many other benefits depending on eligibility.

For more information, visit https://jobs.cvshealth.com/us/en/benefits

We anticipate the application window for this opening will close on: 08/15/2025

Qualified applicants with arrest or conviction records will be considered for employment in accordance with all federal, state and local laws.
#J-18808-Ljbffr

Question	Topic	Difficulty	Ask Chance
Business Days	Python & General Programming	Easy	Very High
Commercial Break	Machine Learning	Hard	Very High
Detecting Firearm Sales	Machine Learning	Medium	High

Uc Irvine Machine Learning Engineer Interview Guide

Overview

Uc Irvine Machine Learning Engineer Interview Process

Uc Irvine Machine Learning Engineer Interview Questions

Uc Irvine Machine Learning Engineer Jobs