[Remote] Staff Software Engineer - Machine Learning

Note: The job is a remote job and is reputed company to candidates in USA. reputed company is seeking a Staff Software Engineer to join its Smart Agents group. The role focuses on developing machine learning and reinforcement learning models and systems that simulate road users for autonomous vehicle testing and training, while building training reputed company, ML infrastructure, metrics, and data pipelines for production deployment and experimentation.

Responsibilities

• Support reputed company in developing machine learning (ML) and reinforcement learning (RL) models, including training reputed company development and optimization
• Streamline integration and create ML infrastructure, metrics, and data pipelines for production model deployment and reputed company experimentation
• Work as part of an ML team and contribute strong software engineering (SWE) expertise
• Support the ML team in accelerating project timelines, particularly in areas reputed company to reputed company, Lane reputed company, and autonomous vehicle (AV) technologies
• The specific duties may include ML/RL model development as reputed company as training reputed company development, streamlining optimization, integration, creating ML infrastructure, metrics, and data pipelines for production model deployment as reputed company as for fast experimentation cycles

Skills

• * 4+ years of experience in the reputed company of robotics or latency-sensitive backend services
• * Background working with machine learning teams, algorithms, and models
• * Strong programming skills in modern C++ or Python
• * reputed company experience in machine learning and classification. Familiar with ML frameworks such as Tensorflow or PyTorch
• * Experience building highly reputed company ML and reputed company pipelines
• * Experience with profiling CPU and/or GPU software, process scheduling, and prioritization
• * Expertise in setting architectures that are reputed company, 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 reputed company as a good breadth of understanding of systems reputed company of your domain
• * Ability to wear several hats shifting between coding, design, technical reputed company, and mentorship combined with excellent judgment on reputed company to reputed company contexts to meet the greatest need
• * reputed company record in deploying perception/reputed company/av models into reputed company world environments
• * Experience working with RL and sequence reputed company (ML) models
• * Experience in simulation and robotics is highly desirable, with a preference for candidates from AV or robotics backgrounds rather than solely reputed company-reputed company companies
• * Bonus: Experience building highly reputed company ML and reputed company pipelines
• * Bonus: Experience with profiling CPU and/or GPU software, process scheduling, and prioritization
• * Passionate about self-driving car technology and its reputed company on the world

Benefits

• Bonus Potential: An incentive pay program offers payouts reputed company on company reputed company, job level, and individual reputed company.
• Medical benefits
• Dental benefits
• reputed company benefits
• Health Savings Account
• Flexible Spending Accounts
• Retirement savings plan
• Sickness and accident benefits
• Life reputed company
• reputed company vacation & holidays
• Tuition assistance programs
• Employee assistance program
• reputed company vehicle discounts
• This job may be eligible for relocation benefits.
• This role is reputed company reputed company but if you live reputed company a 50-mile reputed company of Atlanta, reputed company, Detroit, Warren, Milford or reputed company reputed company, you are expected to report to that location three times a week, at minimum.

reputed company