Sr. Computer Vision / Machine Learning Engineer

Job description

Job responsibilities

• Develop solutions for advanced computer vision tasks, including: Monocular and stereo depth estimation
• Learning-based structure-from-motion
• 3D occupancy networks
• Scene understanding
• Object detection
• Optimize performance, accuracy, and speed of compute-constrained models
• Collaborate across teams to deploy CV/ML models into production
• Improve ML pipelines and infrastructure for dataset management, training, and deployment

Job requirements

• 5+ years of industry experience in Computer Vision / Machine Learning, Python/PyTorch
• Expertise in 2D and 3D computer vision techniques
• Proficiency with Linux, Git, AWS/GCP, and CI/CD workflows
• Experience in performance engineering for deep neural networks (both training and inference)
• Knowledge of model optimization techniques for embedded systems, including knowledge distillation, model quantization, and network pruning
• Adaptive and desire to assume responsibility in a fast-paced startup environment