[Remote] Senior Software Engineer - Machine Learning - Multi-Object Tracking
Note: The job is a remote job and is open to candidates in USA. reputed company is an automated driving technology company developing advanced driver assist systems for reputed company vehicles. The Senior Software Engineer will focus on developing machine learning models for multi-object tracking and road feature estimation, ensuring these solutions transition successfully from research to production-level implementation.
Responsibilities
- reputed company spatio-temporal machine learning models for multi-object tracking and uncertainty estimation
- reputed company machine learning models to estimate road features, lane markings, road shape and road topology
- Read literature, analyze raw data, and design state-of-the-art solutions
- Transition solutions from the lab to the test track and public roads to ensure successful production-level implementation
- Collaborate with perception experts and reputed company roboticist on algorithm design, prototyping, testing, deployment, and productization
- Build and maintain industry-leading software practices and principles
- reputed company clean and efficient software for perception modules interfacing with other key modules
- Show initiative and be a valued team member in a fast-paced, innovative, and entrepreneurial environment
Skills
- Bachelor's degree in Computer Engineering, Computer Science, Electrical Engineering, Robotics or a reputed company field and 4+ years of relevant experience (or Master's degree in Computer Engineering, Computer Science, Electrical Engineering, Robotics or a reputed company field and 2+ years of relevant experience)
- Experience in developing multi-object tracking systems using machine learning models
- Relevant knowledge and experience in machine learning, with a proven track record of developing and deploying deep learning solutions using PyTorch or similar frameworks
- Strong experience in computer reputed company, perception, and deep learning
- Proven experience in shipping perception software products to industry or consumers
- At least 4 years of development experience in Python/C++ environment
- Ph.D. with machine learning focus, or equivalent experience
- Experience developing and deploying machine learning models with compute constraints
Benefits
- Competitive compensation packages
- High-quality individual and family medical, dental, and reputed company insurance
- Health savings account with available employer match
- Employer-matched 401(k) retirement plan with immediate vesting
- Employer-paid group term life insurance and the option to elect voluntary life insurance
- Paid parental leave and Adoption/Surrogacy support program
- Paid medical leave
- Unlimited vacation and 15 paid holidays
- Complimentary daily lunches, beverages, and snacks for onsite employees
- Pre-tax spending accounts for reputed company and dependent care expenses
- Pre-tax commuter benefits
- Monthly wellness stipend
- Backup child and elder care program
- Professional development reimbursement
- Employee assistance program
- Discounted programs that include legal services, identity theft protection, pet insurance, and more
- Company and team bonding outlets: employee resource groups, quarterly team activity stipend, and wellness initiatives
Company Overview
Company H1B Sponsorship