Computer Vision Data Scientist
Core
Develop imaging algorithms combining deep learning and classical computer vision for veterinary clinical instrument platforms, specifically microscopy for cytology analysis.
Role type
Computer Vision Data Scientist
Builds
Microscopy algorithms for IDEXX's inVue platform deployed on embedded systems
Domain
Veterinary diagnostics / Medical imaging / Computer Vision
Deliverable
production ML models
Required skills
Deep learning (CNNs, transformers), Classical computer vision (feature extraction, morphological operations), Python, PyTorch, Model optimization for embedded devices, Experimental design, Statistical analysis
Preferred skills
AWS, Databricks, Microscopy imaging, Histopathology
Technologies
PyTorch, CNNs, Transformers, NVIDIA GPUs, AWS, Databricks
Responsibilities
Develop and implement computer vision algorithms for image discrimination, Prototype and implement solutions for medical imaging, Validate image processing pipelines across diverse conditions, Optimize models for embedded deployment, Conduct performance evaluations and benchmarking, Guide junior imaging data scientists
Seniority
Mid-level, hands-on IC with mentorship responsibilities
