Software Engineer - Synthetic Data & Annotations

$125,000 - $222,000/Yr

Applied Intuition - Mountain View, CA

Full-time - Entry Level

Mountain View, CA

Professional, Scientific, and Technical Services

About the position

The Software Engineer position at Applied Intuition focuses on synthetic data and annotations, requiring expertise in computational geometry, simulation, and machine learning. The role involves building systems to generate labeled data suitable for training various machine learning systems, contributing to the development of core components of sensor simulation and data generation pipelines, and collaborating with top autonomy companies to address unique challenges in perception using synthetic data.

Responsibilities

• Design and implement core components of the 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.
• Collaborate with top autonomy companies to understand and solve unique challenges in perception with synthetic data.

Requirements

• 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 systems.

Nice-to-haves

• 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 Camera.

Benefits

• Comprehensive health insurance coverage.
• Dental insurance coverage.
• Vision insurance coverage.
• Life and disability insurance coverage.
• 401k retirement benefits with employer match.
• Learning and wellness stipends.
• Paid time off.