We are looking for an experienced ML Developer to perform project tasks under the OUTSTAFF MODEL (connecting a specialist to the client's team).
Our conditions:
Registration as an individual entrepreneur/self-employed, remote work format, full-time employment❗️
Requirements:
- Experience in developing ML solutions for business from 3 years;
- Experience with CV in real projects from 1 year;
- Experience in industrial Python development from 3 years;
- Ability to write production-ready code in Python;
- Experience with PyTorch;
- Ability to train and fine-tune models, conduct testing;
- Experience with Git;
- Ability to version data and log experiments (DVC, MLFlow, ClearML);
- Experience with Docker;
- Experience in requirement elaboration, task decomposition and prioritization;
- Ability to maintain technical documentation;
- English language proficiency B2;
- Experience with 3D data.
Stack:
- python, pytorch, opencv, rasterio, laspy
Will be a plus:
- Experience with GIS and special data formats (geotiff, las).
Responsibilities:
- Development and training of models for image and point cloud analysis.
- Dataset preparation, data analysis.
- Data collection, analysis, and preprocessing, dataset creation;
- Model training and hypothesis testing;
- Deployment of obtained solutions;
- Writing technical documentation;
- Presenting results within the team and to the client;
- Studying new approaches to solve assigned tasks;
- Interaction with the development team and analysts.
