Senior Software Engineer - ML Integration
Latitude AI6 months ago
Base Salary
$179k - $269k/yr
Responsibilities
- Integrate and optimize algorithms and models for real-time prediction of other traffic participants’ future behavior and response planning.
- Measure the statistical properties and quality of predictions and plans.
- Build systems that safely handle nominal and out-of-distribution driving events.
- Evaluate and verify system performance using real-world and simulated data.
- Improve and deliver reliable software through continuous integration, automated testing, and code reviews.
- Collaborate across teams to improve system performance.
- Monitor system performance and ensure designs and implementations remain within resource constraints.
Requirements
- Bachelor’s degree in Computer Engineering, Computer Science, Electrical Engineering, Robotics, or a related field with 4+ years of relevant experience; alternatively, a Master’s degree with 2+ years of relevant experience or a PhD.
- Fluency in modern C++ with strong software design skills and experience with Python.
- Familiarity with PyTorch, ONNX, and machine-learning model deployment and optimization is desired.
- Knowledge of probabilistic inference, probability theory, and statistics.
- Experience applying machine learning to classification, regression, and time-series forecasting.
- Industry experience writing production-quality, performance-critical code and maintaining large codebases is desired.
- Strong written and verbal communication skills are required.
- Candidates must be legally authorized to work permanently in the United States; employment eligibility verification is required.
Benefits
- Medical, dental, and vision insurance for individuals and families
- Health savings account with employer match
- Employer-matched 401(k) with immediate vesting
- Employer-paid group term life insurance and voluntary life insurance option
- Paid parental and medical leave
- Unlimited vacation and 15 paid holidays
- Daily lunches, snacks, and beverages at office locations
- Pre-tax healthcare, dependent care, and commuter benefits
- Monthly wellness stipend
- Adoption and surrogacy support
- Backup child and elder care
- Professional development reimbursement
- Employee assistance program and discounted legal, identity theft protection, and pet insurance programs
- Employee resource groups, quarterly team activity stipend, and wellness initiatives
- Full-time position based in California; visa sponsorship is available