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Staff AI/ML Full-Stack Engineer, AV Pipelines & Lineage
Mountain View, CA; Sunnyvale, CA
·
On-site
·
Full-time
·
2w ago
Compensation
$172,420 - $297,500
Benefits & Perks
•Healthcare
•401(k)
•Flexible Hours
•Learning Budget
•Remote Work
•Healthcare
•401k
•Flexible Hours
•Learning
•Remote Work
Required Skills
Full-stack development
Python
C++
Go
Web application development
Backend services
API design
Relational databases
NoSQL databases
System design
Description:
We're General Motors (GM), a company driving the future of mobility with advanced self-driving and electric vehicle technologies.
The AV Pipelines & Lineage team at GM builds core infrastructure that supports the end-to-end AI lifecycle of ML pipelines-from local experimentation and large-scale training to evaluation, lineage tracking, and operational visibility. Our platforms span both backend systems and user-facing interfaces , enabling ML engineers and researchers to develop, understand, and evolve models efficiently across diverse environments.
We enable reproducible, traceable, and efficient ML experimentation , significantly accelerating engineering velocity across GM's AI and ML initiatives.
The Role:
As a Staff AI/ML Full-Stack Engineer , you will design and build end-to-end software products , owning everything from user-facing interfaces to backend services and cloud infrastructure. You will lead technically complex projects, collaborate closely with product managers and platform teams, and mentor junior engineers. This is a hands-on individual contributor role with a strong emphasis on technical depth, system design, and product impact rather than people management.
Note: This role is part of an ML infrastructure engineering team and does not involve applying machine learning models for specific tasks. The focus is on developing infrastructure products that empower GM teams to perform machine learning and data science at scale.
What you'll do
Full-Stack Development: Design, implement, and maintain user-facing web applications and internal tools used by AV engineering teams. Build scalable backend services and APIs that power frontend experiences. Ensure systems are secure, reliable, and performant at scale.
Frontend Engineering: Develop modern, responsive UIs using frameworks such as React, Angular, or similar, Collaborate with UX and product partners to deliver intuitive workflows and polished user experiences. Translate complex backend concepts into clear, usable interfaces.
Design & Implementation: Utilize the latest cloud technologies (GCP/Azure) to design, implement, and test scalable distributed computing and data processing solutions in the cloud.
Project Ownership: Take ownership of technical projects from inception to completion, contribute to the product roadmap, and make informed decisions on major technical trade-offs.
Collaboration: Engage effectively in team planning, code reviews, and design discussions, considering the impact of projects across multiple teams while proactively managing conflicts.
Mentorship & Recruitment: Conduct technical interviews with calibrated standards, onboard, and mentor engineers and interns, fostering a culture of growth and knowledge sharing.
Your Skills & Abilities (Required Qualifications)
- 5+ years of professional software engineering experience, including full-stack development.
- Experience building and operating production-grade web applications
- 3+ years of experience leading and driving large-scale initiatives.
- Proficiency in building scalable infrastructure on the cloud using Python, C++, Golang, or similar languages.
- Experience working with relational and NoSQL databases.
- Demonstrated ability to develop and maintain systems at scale.
- A Bachelor's, Master's, or Ph.D. in Computer Science, Electrical Engineering, Mathematics, Physics, or a related field; or equivalent practical experience.
What Will Give You a Competitive Edge (Preferred Qualifications)
- Experience with open-source orchestration platforms such as Kubeflow, Flyte, Airflow, etc.
- Experience with Google Cloud Platform, Microsoft Azure, or Amazon Web Services
- Experience with Kubernetes.
- Understanding of Machine Learning (ML) models/pipelines.
- Python/C++/Golang proficiency.
- Relevant publications.
Compensation: The compensation information is a good faith estimate only. It is based on what a successful applicant might be paid in accordance with applicable state laws. The compensation may not be representative for positions located outside of New York, Colorado, California, or Washington.
-
The salary range for this role is $172,420 to $297,500. The actual base salary a successful candidate will be offered within this range will vary based on factors relevant to the position.
-
Bonus Potential: An incentive pay program offers payouts based on company performance, job level, and individual performance.
-
Benefits: GM offers a variety of health and wellbeing benefit programs. Benefit options include medical, dental, vision, Health Savings Account, Flexible Spending Accounts, retirement savings plan, sickness and accident benefits, life insurance, paid vacation & holidays, tuition assistance programs, employee assistance program, GM vehicle discounts and more.
Benefits:
- Benefits: GM offers a variety of health and wellbeing benefit programs. Benefit options include medical, dental, vision, Health Savings Account, Flexible Spending Accounts, retirement savings plan, sickness and accident benefits, life insurance, paid vacation & holidays, tuition assistance programs, employee assistance program, GM vehicle discounts and more.
Relocation: This job may be eligible for relocation benefits.
Remote/Hybrid: This role is based remotely but if you live within a 50-mile radius of Mountain View, you are expected to report to that location three times a week, at minimum.
About GM
Our vision is a world with Zero Crashes, Zero Emissions and Zero Congestion and we embrace the responsibility to lead the change that will make our world better, safer and more equitable for all.
Why Join Us:
We believe we all must make a choice every day - individually and collectively - to drive meaningful change through our words, our deeds and our culture. Every day, we want every employee to feel they belong to one General Motors team.
Total Rewards | Benefits Overview
From day one, we're looking out for your well-being-at work and at home-so you can focus on realizing your ambitions. Learn how GM supports a rewarding career that rewards you personally by visiting Total Rewards resources.
Non-Discrimination and Equal Employment Opportunities (U.S.)
General Motors is committed to being a workplace that is not only free of unlawful discrimination, but one that genuinely fosters inclusion and belonging. We strongly believe that providing an inclusive workplace creates an environment in which our employees can thrive and develop better products for our customers.
All employment decisions are made on a non-discriminatory basis without regard to sex, race, color, national origin, citizenship status, religion, age, disability, pregnancy or maternity status, sexual orientation, gender identity, status as a veteran or protected veteran, or any other similarly protected status in accordance with federal, state and local laws.
We encourage interested candidates to review the key responsibilities and qualifications for each role and apply for any positions that match their skills and capabilities. Applicants in the recruitment process may be required, where applicable, to successfully complete a role-related assessment(s) and/or a pre-employment screening prior to beginning employment. To learn more, visit How we Hire.
Accommodations
General Motors offers opportunities to all job seekers including individuals with disabilities. If you need a reasonable accommodation to assist with your job search or application for employment, email us email protected or call us at 1-800-865-7580. In your email, please include a description of the specific accommodation you are requesting as well as the job title and requisition number of the position for which you are applying.
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About General Motors

General Motors
PublicGeneral Motors Company (GM) is an American multinational automotive manufacturing company headquartered in Detroit, Michigan, United States. The company is most known for owning and manufacturing four automobile brands: Chevrolet, Buick, GMC, and Cadillac, each a separate division of GM.
10,001+
Employees
Mountain View
Headquarters
Reviews
3.1
4 reviews
Work Life Balance
2.5
Compensation
2.0
Culture
1.5
Career
1.5
Management
1.0
25%
Recommend to a Friend
Pros
Working on interesting technology and cool projects
Big name company recognition
HR recognition of quality work
Cons
Poor management and leadership issues
Blocked internal promotions despite qualifications
Toxic corporate culture
Salary Ranges
6 data points
Junior/L3
Junior/L3 · TRACK Rotational Program
1 reports
$100,000
total / year
Base
$87,000
Stock
-
Bonus
$5,000
$100,000
$100,000
Interview Experience
7 interviews
Difficulty
2.0
/ 5
Duration
14-28 weeks
Experience
Positive 14%
Neutral 86%
Negative 0%
Interview Process
1
Application Review
2
HireVue Behavioral Assessment
3
Coding Challenge
4
Phone Screen
5
Final Round Interview
Common Questions
Behavioral/STAR
Coding/Algorithm
Technical Knowledge
Past Experience
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