Software Engineer - Prediction and Planning ML
Applied IntuitionBase Salary
$151k - $258k/yr
Responsibilities
- Prototype, evaluate, refine, and deploy state-of-the-art ML algorithms that predict future motion for the ego agent and other road users.
- Use Applied Intuition products to build the software and infrastructure foundation for behavior-specific ML development.
- Collaborate with perception and planning engineers on cross-team initiatives, including training-data generation and ML-based planner development.
Requirements
- Bachelor’s degree in computer science, electrical engineering, robotics, or a related field.
- Experience with the end-to-end development cycle of deep-learning models.
- Expertise in modeling, input pipelines, evaluation, deployment, and model optimization.
- At least 3 years of experience building production software using modern software practices.
- Fluency in C++, or fluency in Python with intermediate experience in C++.
- Peer-reviewed research at machine-learning conferences such as NeurIPS, CVPR, ICML, ICLR, ICCV, ECCV, IROS, or ICRA is preferred.
- Experience with driver-assistance or autonomous-driving systems is preferred.
- Experience evaluating and improving system-in-the-loop model performance is preferred.
Benefits
- In-office work is expected 5 days per week, with occasional remote work and schedule flexibility.
- Equity in the form of options and/or restricted stock units.
- Comprehensive health, dental, vision, life, and disability insurance.
- 401(k) retirement benefits with employer match.
- Learning and wellness stipends and paid time off.
About Applied Intuition
Applied Intuition, Inc. is powering the future of physical AI. Founded in 2017 and now valued at $15 billion, the Silicon Valley company is creating the digital infrastructure needed to bring intelligence to every moving machine on the planet. Applied Intuition services the automotive, defense, trucking, construction, mining and agriculture industries in three core areas: tools and infrastructure, operating systems, and autonomy. Eighteen of the top 20 global automakers, as well as the United States military and its allies, trust the company’s solutions to deliver physical intelligence. Applied Intuition is headquartered in Sunnyvale, California, with offices in Washington, D.C.; San Diego; Ft. Walton Beach, Florida; Ann Arbor, Michigan; London; Stuttgart; Munich; Stockholm; Bangalore; Seoul; and Tokyo. Learn more at applied.co.