We are looking for an experienced ML Developer to perform project tasks under the OUTSTAFFING MODEL (connecting a specialist to the client's team).
Our terms:
Registration as an Individual Entrepreneur/Self-employed, remote work format, full-time employment❗️
Requirements:
- 3+ years of experience in developing ML solutions for business;
- 1+ year of experience with CV in real projects;
- 3+ years of industrial development experience in Python;
- 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 elaborating requirements, experience in task decomposition and prioritization;
- Ability to maintain technical documentation;
- English language proficiency B2;
- Experience working 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 analyzing images and point clouds.
- 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 to the team and the client;
- Studying new approaches to solve assigned tasks;
- Interaction with the development team and analysts.
