Machine Learning/Computer Vision Research Scientist
Core
Research and implement advanced deep learning models for custom computer vision tasks, including object detection, identification, tracking, and comparison, with a focus on developing generalized AI solutions capable of few-shot learning in data-scarce environments.
Role type
Research Scientist (Computer Vision & Deep Learning)
Builds
Innovative algorithms and solutions for smart industry, social innovation, and the Internet of Things
Domain
Industrial AI, Computer Vision, Deep Learning
Deliverable
production ML models
Required skills
Deep learning, computer vision, generative AI, mathematical formulation of research problems, hypothesis testing, algorithm development, research paper publication, patent development
Preferred skills
Few-shot learning, data-scarce environment adaptation, co-innovation with customers
Technologies
PyTorch, TensorFlow, scikit-learn, Python, C, C++, Java
Responsibilities
Execute proof-of-concepts with customers to create innovative algorithms; work with business units to commercialize successful proof-of-concepts; protect IP through patents and publish technical results in leading venues; solve challenging problems in the industrial domain; conduct research for solving problems in the industrial domain; present research works to external venues and organize internal research workshops
Seniority
Senior, hands-on IC
