Lead Machine Learning Developer
6.0/10
БЮРО 1440
Not specified
Hybrid
lead
about 1 month ago
May be outdated
aidevPythonSQLGitDockerAirFlowpandassklearnPyTorch
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Description
Responsibilities
- •Development of ML models and services based on them;
- •Application of both classical models and new approaches - LLM, RL, digital twins;
Conditions
- •Work in an accredited IT company;
- •A step into space - for those inspired by the idea of conquering space and dreaming of being part of it;
- •Hybrid or remote work format;
- •Employment in accordance with the Labor Code of the Russian Federation.
Requirements
Requirements
- •Experience in development with Python for at least 2 years;
- •Knowledge of standard data structures, OOP, ML-oriented Python and libraries (pandas, sklearn, PyTorch, etc.);
- •Classic ML, Forecasting, Anomaly Detection;
- •Deep Learning, Transformers (BERT-like, GPT-like, etc.);
- •Advanced SQL skills, ability to write optimal queries, confident use of Git, Docker, and AirFlow;
- •Experience in developing services based on models.
Nice to have
- •Understanding of MLOps practices - ci/cd pipelines, building model quality monitoring systems;
- •Experience with MLFlow, DVC, or similar tools.
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