Senior Computer Vision Engineer

Description

As a senior algorithms developer, you'll be at the forefront of building a reliable 3D understanding of the environment. This involves transforming image-plane detections into bird’s-eye view (BEV), followed by tracking, measurements, and optionally multi-sensor fusion. Your work will focus on estimating distance and kinematic properties for dynamic objects, and 3D positions for lanes, using techniques such as Kalman filtering, optical flow, polynomial fitting, and multi-frame reasoning over temporal data.

You’ll collaborate with cross-functional teams to define requirements, process data, implement robust algorithms, and ensure consistent system performance under real-world conditions.

Responsibilities

• Develop algorithms for 3D perception, including computational geometry, optical flow, multi-frame reasoning, and tracking
• Build modules for object tracking and kinematic estimation, including distance (via geometric reasoning and road contact assumptions) and velocity (via temporal displacement and scale change from optical flow)
• Design components for prediction, sensor fusion, and planner support
• Analyze large-scale data, contribute to data pipeline design, and build tools to evaluate algorithm accuracy, robustness, and runtime
• Diagnose and resolve algorithmic issues, including edge-case handling and performance bottlenecks
• Take ownership of the full development cycle: from KPI definition and prototyping to validation, integration, and release
• Collaborate with software, data, and validation teams to ensure seamless deployment and production readiness

Requirements

• M.Sc. in Computer Science, Electrical Engineering, or equivalent relevant experience
• 5+ years of hands-on development experience in computer vision, geometric algorithms, and mathematical models.
• Excellent programming skills in Python, with experience writing clean, maintainable, production-grade code.
• Comfortable working in a Linux development environment
• Strong analytical thinking and ability to produce clear technical documentation and performance analysis.
• Hands-on experience building debug/visualization tools to support algorithm development and evaluation workflows

Attributes

In the first two months, you’ll