Salary Range: from 224,000 to 246,000 RUB.
Location and Citizenship: Russian Federation
Employment: Full-time
Duration: Long-term
Employment Type: Sole Proprietorship only
Grade: middle+ | senior
Requirements:
- Experience with machine learning and data analysis;
- Ability to select and apply optimal algorithms for specific tasks;
- Skills in developing ML model code and implementing pipelines for their training;
- Knowledge of parameter tuning and model validation methods;
- Experience integrating ML solutions into a production environment;
- Ability to optimize system performance and scalability;
- Proficiency in monitoring technical model metrics
Project Tasks:
- Research mathematical and ML methods to solve business problems;
- Select optimal algorithms for the specifics of the task;
- Develop ML model code and implement pipelines for their training;
- Perform parameter tuning, validation, and select the best models or model ensembles;
- Ensure end-to-end integration of solutions from research prototype to production;
- Optimize performance and scalability for working with large data;
- Monitor technical model metrics.
Project and Team Description:
- Grocery store chain.
- Development of a product selection system (Python).
