Software Engineer, Machine Learning-Perception

• You will play a critical role in building and improving a technology that will be used by millions of trucks. In this role, you will design and implement complex computer vision systems. You will have the opportunity to build and/or improve algorithms for edge processing, implement cloud services, and integrate them to deliver end-to-end product features. You will also get exposure to large-scale ML infra and scaling that facilitates large amounts of data to train, test, and validate computer vision systems.

What You ll Do:

• Evaluate and improve the performance of existing models and algorithms already in production
• Conduct research and execute experiments to build new AI models and algorithms
• 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 cross-functional teams such as Embedded, Backend, Frontend, Hardware, QA, and the broader AI team to ensure the development of robust and sustainable AI systems
• Solve challenging object detection, segmentation, recognition, and geometric computer vision problems.

We re Looking For:

• Bachelor s Degree in Computer Science, Electrical Engineering, or related field. A Master s degree is a strong plus.
• 4 years of industry experience or academic research 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++
• Experience in the following tools and technologies is a plus. AWS (SageMaker, Lambda, EC2, S3, RDS), CI/CD, Terraform, Docker, and Kubernetes.