Software Engineer - Synthetic Data & Annotations

Company: Applied Intuition
Location: Mountain View
Posted on: February 1, 2025

Job Description:

About the roleWe are looking for a software engineer with expertise in computational geometry, simulation, and machine learning. As a software engineer focused on synthetic data and annotations, you'll build systems to generate labeled data that is suitable for training a variety of machine learning systems. This position will join an existing team of engineers with expertise in computer vision, sensor modeling, rendering, and data infrastructure.At Applied Intuition, you will:

• Design and implement core components of our sensor simulation and data generation pipeline
• Develop systems for programmatically generating ground-truth-labeled data from a simulated world
• Work with machine learning pipelines to understand and improve synthetic datasets
• Work with top autonomy companies to understand and solve unique challenges in perception with synthetic dataWe're looking for someone who has:
  • Strong software engineering skills in Python and C++
  • Competent skills & experience in computational geometry, linear algebra, optics, graphics, electro-optics, and physics
  • Experience training perception models
  • Familiarity with synthetic data and its applications in perception systemsNice to have:
    • Experience with applying synthetic data to machine learning tasks
    • Detailed knowledge of game pipelines and Unreal Engine
    • Hands-on experience with characterization of models for Lidar, Radar, and CameraCompensation at Applied Intuition for eligible roles includes base salary, equity, and benefits. Base salary is a single component of the total compensation package, which may also include equity in the form of options and/or restricted stock units, comprehensive health, dental, vision, life and disability insurance coverage, 401k retirement benefits with employer match, learning and wellness stipends, and paid time off. Note that benefits are subject to change and may vary based on jurisdiction of employment.Please reference the job posting's subtitle for where this position will be located. For pay transparency purposes, the base salary range for this full-time position in the location listed is: $125,000 - $222,000 USD annually.
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Keywords: Applied Intuition, San Jose , Software Engineer - Synthetic Data & Annotations, IT / Software / Systems , Mountain View, California