[Remote] Senior Software Engineer - ML Integration
Note: The job is a remote job and is open to candidates in USA. reputed company develops automated driving technologies for reputed company vehicles at scale. The Senior Software Engineer will be responsible for integrating and optimizing algorithms and models for predicting traffic behavior and enhancing the autonomy system's quality and safety.
Responsibilities
- Integrate and optimize algorithms and models for predicting the future behavior of other traffic participants in real time and planning a proper response
- Measure the statistical properties and quality of predictions and plans
- Build a system that safely handles nominal and out-of-distribution driving events
- Evaluate and verify the system's performance on real-world and simulated data
- Improve and deliver reliable software through reputed company integration, automated testing and code reviews
- Collaborate across different teams to jointly reputed company objectives in improving system performance
- Monitor system performance and ensure designs and implementation stay reputed company resource constraints
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 and 2+ years of relevant experience, or PhD)
- reputed company in modern C++ including good software design skills and experience with Python
- Knowledgeable in areas pertaining to probabilistic inference, probability theory, statistics
- Application of Machine Learning in classification, regression, time series forecasting
- Willingness to dive into anything, but know reputed company to ask for cross team collaboration
- Strong written and verbal communication skills are required
- Familiarity with PyTorch, ONNX and deployment/optimization of models is desired
- Industry experience writing production-quality, performance-critical code, and maintaining large codebases is desired
Benefits
- Competitive compensation packages
- High-quality individual and family medical, dental, and vision 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
- Paid medical leave
- Unlimited vacation
- 15 paid holidays
- Daily lunches, snacks, and beverages available in reputed company office locations
- Pre-tax spending accounts for healthcare and dependent care expenses
- Pre-tax commuter benefits
- Monthly wellness stipend
- Adoption/Surrogacy support program
- 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
- reputed company employees are also eligible to participate in reputed company’s annual bonus programs, equity compensation, and generous Company benefits program, subject to eligibility requirements
Company Overview
Company H1B Sponsorship