Senior Data Scientist
SerbiaFull-TimeSenior
Salary not disclosed
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Job Details
- Languages
- Conversational English
- Experience
- 4+ years
- Required Skills
- PythonSQLMachine LearningMLFlowPyTorchTensorflowA/B testingDeep Learning
Requirements
- At least 4+ years as a Data Scientist
- Experience managing end-to-end ML projects in production
- Experience with DL (PyTorch/TensorFlow)
- Python (production quality) with understanding of model/artifact packaging
- Understanding of ML monitoring: quality metrics, drift, alerts, and diagnostics
- SQL at the level of independent dataset assembly
- Experience with model interpretability and error analysis
- Proficiency with MLflow / W&B / DVC or similar experiment tracking tools
- Knowledge of classic machine learning algorithms and basic ranking approaches
- Conversational English
Responsibilities
- Lead end-to-end ML projects: task setting -> solution -> testing -> production -> support
- Work with data engineers to create datasets and data requirements, assess feasibility, risks, and limitations
- Participate in the design and analysis of A/B tests together with data analysts
- Develop and train models (classic ML + DL), including solutions for text and image embeddings
- Transfer the model and code to production (Python service), support releases and integrations
- Be responsible for model quality after launch: metrics, monitoring, drift/degradation, improvement plan, and support regulations
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