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Extyl is looking for a Senior ML Developer for a project-based role. Work remotely and engage in developing and training models for image analysis and point clouds.
Extyl is looking for a Senior ML Developer for a project-based role. Work remotely and engage in developing and training models for image analysis and point clouds.
Responsibilities
- Develop and train models for image analysis and point clouds
- Prepare datasets, analyze data
- Collect, analyze, and preprocess data, create datasets
- Train models and test hypotheses
- Deploy solutions
- Write technical documentation
- Present results within the team and to clients
- Explore new approaches to solve tasks
- Collaborate with the development team and analysts
Requirements
- 3+ years of experience in developing ML solutions for business
- 1+ year of experience working with CV on 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 retrain models, conduct testing
- Experience with Git
- Ability to version data and log experiments (DVC, MLFlow, ClearML)
- Experience with Docker
- Experience in requirement analysis, task decomposition, and prioritization
- Ability to maintain technical documentation
- English B2 proficiency
- Experience with 3D data
- Bonus: Experience with GIS and special data formats (geotiff, las)
✓ Direct apply: you message the hiring person. No ATS.