[Remote] Principal AV Behavior and AI Safety Engineer: Technical Lead at General Motors

United States

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Not SpecifiedCompensation

Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

Automotive, SoftwareIndustries

Requirements

Bachelor's degree in Computer Science, Engineering, Mathematics, or a related field
7+ years of experience in machine learning, engineering, data science, or a related field

Responsibilities

Develop the strategy for ensuring safe AI/ML and autonomous system development, deployment, and maintenance, referencing ISO 8800, ISO 21448, and AV industry best practices
Work with software, data science, and systems engineering teams to ensure GM safely trains new machine learning models to enable autonomous systems
Ensure continuity of safety as existing machine learning models are enhanced to increase performance
Set the safety standard for prototyping, testing, and deploying new AI solutions, including Generative AI
Set the strategy for testing and validation of data sets and develop an assurance plan
Set the strategy for systematically breaking down operational design domain components and driving behavior components and how these are validated in aggregate and on a per behavior level
Work with data science, systems engineering, and software teams to set the strategy for establishing safety launch targets across vehicle behaviors and in aggregate
Setup an assurance process to validate launch targets have been achieved
Collaborate with partners and customers to define safety strategies and targets for AI/ML based autonomous driving systems
Connect deeply to understand their challenges and needs, collaborate on new machine learning solutions, and assess the safety of existing production models and cloud environments
Collaborate on proof of concepts for new generative AI solutions and provide safety guidance to a team of AI/ML developers
Apply experience with ISO 8800 and ISO 21448 to ensure safe AI/ML systems are developed, deployed, and maintained in simulation, on closed course, and on public roads

Skills

Key technologies and capabilities for this role

Artificial IntelligenceMachine LearningAV Behavior ValidationAI SafetySoftware DevelopmentSafety AssuranceAutonomous DrivingAI/MLTechnical Leadership

Questions & Answers

Common questions about this position

What is the salary range for this Principal AV Behavior and AI Safety Engineer role?

This information is not specified in the job description.

Is this position remote or does it require office presence?

This information is not specified in the job description.

What key skills and experience are required for this role?

The role requires extensive experience in the full end-to-end development lifecycle for autonomous vehicle behaviors driven by AI/ML models, leading AV Behavior Validation methodologies for L4 features, setting AI safety strategy for AI/ML teams, and expertise with ISO 8800 and ISO 21448.

What is the company culture like for this team at GM?

The role is in a dynamic team environment within the Safety Assurance for Effective Autonomous Driving Software department, focused on AV safety to support GM’s vision of zero crashes, zero emissions, and zero congestion.

What makes a strong candidate for this technical lead position?

A proven technical leader passionate about safety and driving innovation through AI/ML, with extensive experience in AV behavior validation, AI safety strategy, and standards like ISO 8800 and ISO 21448.

General Motors

Designs, manufactures, and sells vehicles

About General Motors

General Motors designs, manufactures, and sells vehicles and vehicle parts, catering to individual consumers, businesses, and government entities. The company operates in both traditional internal combustion engine vehicles and the growing electric vehicle (EV) market, generating revenue through vehicle sales and financing services. GM stands out from competitors with its commitment to community service, sustainability, and diversity, as evidenced by a majority female Board of Directors. The company's goal is to balance traditional automotive manufacturing with technological advancements in electric and autonomous vehicles.

Detroit, MichiganHeadquarters

1908Year Founded

$486.7MTotal Funding

IPOCompany Stage

Automotive & Transportation, Financial ServicesIndustries

10,001+Employees

Benefits

Paid Vacation

Paid Sick Leave

Paid Holidays

Parental Leave

Health Insurance

Dental Insurance

Vision Insurance

Life Insurance

401(k) Company Match

401(k) Retirement Plan

Tuition Reimbursement

Student Loan Assistance

Flexible Work Hours

Discount on GM vehicles

Risks

Shutting down Cruise Robotaxi may affect investor confidence in GM's AV strategy.

Chevrolet Equinox EV recall could harm GM's safety reputation.

Leadership transition in design may disrupt continuity and brand identity.

Differentiation

GM's Dynamic Fuel Management system enhances fuel efficiency in traditional vehicles.

GM leads in board diversity with 55% women directors.

GM's pivot to personal autonomous vehicles aligns with consumer trends.

Upsides

Partnership with Nvidia boosts GM's autonomous vehicle technology capabilities.

Collaboration with ChargePoint expands EV charging infrastructure, enhancing consumer appeal.

Bryan Nesbitt's appointment as design head may bring innovation to GM's vehicle design.

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