Position: AI team-lead
Company: Drawer.AI
Experience required: 5y
Category: Python
English level: upper
Published: 2023-05-01T00:00:00+03:00

At least 4 years in a sphere of Data Science/Machine learning.
At least 2 years at a position of team-lead/lead data-scientist.
Knowledge of classical ML algorithms including decision trees, linear regression, ensemble methods, etc.
Experience of working with Deep Learning, in particular DL for computer vision.
Experience of working with the following frameworks: Pytorch, Tensorflow, Pillow, OpenCV, Pandas.
Experience of writing infrastructure around the model (model serving), knowledge of one of the following frameworks: FastAPI, Django, Flask.
Solid mathematical knowledge relevant to euclidean geometry and linear algebra.
Ability to present results to the high-level management in a non-technical way.
Experience with Kanban methodology.

Would be a plus:
Experience of working with PDF and SVG formats.
Experience of working with graph neural networks and developing machine learning algorithms based on graph structures.
Experience with classical computer vision algorithms like canny edge detection, search for closed components, etc.
Knowledge of geometry based algorithms (like sweep lines one).
Experience of implementing algorithms and approaches stated in research papers.
Courses relevant to the sphere,