Data Scientist
Core
Building state-of-the-art inspection systems and advanced computer vision algorithms for laser and camera-based accurate detection and measurement of train components at high speeds.
Role type
Senior IC computer vision engineer (rail inspection)
Builds
Production computer vision systems and microservices for rail component inspection
Domain
Rail transportation / Computer Vision / Deep Learning
Deliverable
production ML models
Required skills
Python, PyTorch, OpenCV, TensorFlow, deep learning, image processing, microservices, container orchestrators, Redis, point cloud processing
Preferred skills
MLOps, DevOps, cloud platforms (GCP/Azure/AWS)
Technologies
Python, PyTorch, OpenCV, TensorFlow, Redis, Docker/Kubernetes
Responsibilities
Develop machine vision systems with Python and PyTorch; Optimize algorithms for real-time performance and high-speed processing; Implement advanced AI annotation and active learning pipelines; Develop and productionalize microservices using container orchestrators
Seniority
Mid-Senior, hands-on IC
