Senior Software Engineer, Prediction
September 5
🏡 Remote – Anywhere in California
Description
• The Latitude AI Prediction team is responsible for designing and building systems that allow an autonomous vehicle to understand the current scene around it and to predict how the scene will evolve in the future. • You will play a key role in improving the quality and safety of the autonomy system by enabling it to reason about uncertainty, agent intentions, and their future behavior. • You will be designing, implementing, and tuning probabilistic algorithms and machine-learned models to infer actor behaviors and forecast where and how they will travel in the near-future. • Design, implement and/or integrate algorithms and models for predicting the future behavior of other traffic participants in real time. • Measure the statistical properties and quality of predictions. • 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 continuous integration, automated testing and code reviews. • Collaborate across different teams to jointly achieve objectives in improving system performance. • Monitor system performance and ensure designs and implementation stay within resource constraints.
Requirements
• Bachelor's degree in Computer Engineering, Computer Science, Electrical Engineering, Robotics or a related field and 4+ years of relevant experience (or Master's degree and 2+ years of relevant experience, or PhD) • Fluency 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 • Familiarity with PyTorch, ONNX and deployment/optimization of models is desired but not required • Willingness to dive into anything, but know when to ask for cross team collaboration • Industry experience writing production-quality, performance-critical code, and maintaining large codebases is desired • Strong written and verbal communication skills are required
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 • Complimentary daily lunches, beverages, and snacks for onsite employees • 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
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