Sensor Sim - ML Engineer
Applied Intuition6 months ago
Base Salary
$175k - $275k/yr
Responsibilities
- Drive research, development, and deployment of generative and other machine-learning techniques into the sensor simulator.
- Collaborate with rendering and physics-based modeling teams to develop approaches combining multiple simulation techniques.
- Deliver projects with a clear path to production value and customer impact.
- Develop tooling that improves the productivity of teams working on real-world autonomous-system applications.
Requirements
- Bachelor's degree in Computer Science, Software Engineering, or equivalent.
- 5+ years of experience building software components or subsystems addressing real-world machine-learning challenges.
- Hands-on experience evaluating and optimizing large generative models.
- Hands-on experience designing agentic systems.
- Deep understanding of machine-learning foundations and the ability to apply varied techniques to new problems.
- Understanding of 3D geometry, optical flow, or video generation.
- Experience with generative world models such as Cosmos, UniSim, or Sora-style architectures is preferred.
- Experience with robotics simulation products such as Isaac Sim, MuJoCo, Omniverse, or USD is preferred.
- Experience applying synthetic data to machine-learning tasks is preferred.
- Hands-on experience characterizing models for lidar, radar, and camera sensors is preferred.
Benefits
- Primarily in-office work five days per week, with occasional remote-work flexibility.
- Comprehensive health, dental, vision, life, and disability insurance.
- 401(k) retirement benefits with employer match.
- Learning and wellness stipends.
- Paid time off.
- Equity may be included in eligible compensation packages.
Categories
About Applied Intuition
Applied Intuition builds software tools, infrastructure, and operating systems for developing, testing, and deploying autonomous and driver-assistance systems across automotive, trucking, defense, construction, mining, and agriculture. It sells enterprise software and services including simulation, sensor data management, HD mapping, and a vehicle OS to OEMs and government customers. Founded in 2017 and headquartered in Sunnyvale, California, it counts 18 of the top 20 global automakers and the U.S. military among its users.