Staff Software Engineer - Machine Learning

General Motors, Remote - United States

The role

Job Description

Role: The Smart Agents group is responsible for building the ML models and system to simulate road users in a variety of situations and generate the scenarios used for testing and training AV driving policies. If you think of Simulation as a video game our autonomous vehicles train on to learn to drive, the Smart Agents team develops the ML/AI models that control the other characters in the video game to interact in realistic ways as the av drives-eg, the other vehicles, bikers, and pedestrians.

All jobs

Staff Software Engineer - Machine Learning

General Motors, Remote - United States

Posted pay

$145K–$284K

a year

Compared with similar jobs

This base pay is below the median for staff ML and AI engineering jobs that are remote in the US.

Median: $237K a year
Other jobs in the group: 102

We compare the middle of each posted range. This is base pay as posted. The group does not include this job.

Location: Remote - United States
Work type: Not given
Level: Staff
Experience: 4+ years
Skills in the job text: Python
C++
PyTorch
TensorFlow
Posted: 23 days ago
Last check: 6 h ago
Job type: ML / AI engineering, Inference & ML systems

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General Motors

Open tech jobs: 331
With posted pay: 44%
Median posted base: $158K–$245K

About General Motors: funding, hiring and pay

General Motors

About General Motors: funding, hiring and pay

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The role

Job Description

What you need

Your Skills & Abilities

4+ years of experience in the field of robotics or latency-sensitive backend services
Background working with machine learning teams, algorithms, and models
Bonus: Experience building highly performant ML and system pipelines
Strong programming skills in modern C++ or Python

Your Skills & Abilities

4+ years of experience in the field of robotics or latency-sensitive backend services
Proven experience in machine learning and classification. Familiar with ML frameworks such as Tensorflow or PyTorch
Experience building highly performant ML and system pipelines
Strong programming skills in modern C++ or Python
Experience with profiling CPU and/or GPU software, process scheduling, and prioritization
Passionate about self-driving car technology and its impact on the world
Expertise in setting architectures that are scalable, efficient, fault-tolerant, and are easily extensible allowing for changes overtime without major disruptions.
Ability to design across multiple systems. Ability to both investigate in sophisticated areas as well as a good breadth of understanding of systems outside of your domain.
Ability to wear several hats shifting between coding, design, technical strategy, and mentorship combined with excellent judgment on when to switch contexts to meet the greatest need.
Track record in deploying perception/prediction/av models into real world environments
Experience working with RL and sequence prediction (ML) models

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 $144,700 to $284,100. 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.

Remote: This role is based remotely but if you live within a 50-mile radius of Atlanta, Austin, Detroit, Warren, Milford or Mountain View, you are expected to report to that location three times a week, at minimum.

Relocation: This job may be eligible for relocation benefits.

Staff Software Engineer - Machine Learning

The role

Staff Software Engineer - Machine Learning

The role

What you will do

What you need

Your Skills & Abilities

Your Skills & Abilities

Nice to have

#gm-av-1

Non-Discrimination and Equal Employment Opportunities (U.S.)

Pay and benefits

About General Motors

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