Senior Software Engineer

Description:

• Improve the performance of our models and algorithms already in production
• Build and optimize CV/ML algorithms for real-time performance so they can run on our embedded platform i.e. the next-gen AI dashcam
• Write proficient Python and C++ code to build and improve CV algorithms, ML services, training, model compression and porting pipelines
• Convert state-of-the-art research prototypes into reliably working product features
• Collaborate with RnD team working in Computer Vision, Machine Learning, and Robotics, along with ML Platform, Embedded, Backend, and Frontend teams to deliver end-to-end product features
• Solve challenging object detection, segmentation, recognition, and geometric computer vision problems.
• Build automated deployment, validation, and active learning pipelines.

What We’re Looking For

• Bachelor’s Degree in Computer Science, Electrical Engineering, or related field. A Master’s or a Ph.D. degree is a strong plus.
• 5+ years of algorithm development experience in the area of Computer Vision, Deep Learning, and Machine Learning.
• Solid mathematical foundation in Computer Vision, Deep Learning, Machine Learning, and optimization approaches.
• Hands-on experience in training framework and tools (TensorFlow | Pytorch | Caffe)
• Strong experience in Python or C++
• Hands-on experience in building embedded algorithms and applications
• Experience in the following tools and technologies is a plus. AWS (SageMaker, Lambda, EC2, S3, RDS), CI/CD, Terraform, Docker, and Kubernetes.
• Prior experience with optimizing and deploying ML models on embedded devices is a strong plus