Data Scientist (digital-marketing)
6.0/10
Sber
Not specified
Hybrid
mid
about 4 hours ago
aimarketingtechfintechPythonML toolspandasnumpyscikit-learnpytorchtransformersFastAPI
AI Summary
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Description
What you'll do
- •Development and testing of ML/AI agent prototypes for automating ad campaign processes
- •Creating solutions for evaluating ad campaign effectiveness: mROI assessment service, training mROI models
- •Developing methods/models for analyzing large volumes of marketing data and generating insights for optimizing placement strategies
- •Preparing and maintaining production code for agents/models, integrating solutions into the product with the ML and product development team
- •Preparing documentation and describing developed solutions.
Requirements
- •Experience as a Data Scientist / ML Engineer for at least 1 year
- •Proficient in Python and ML tools (pandas, numpy, scikit-learn, pytorch, transformers, etc.)
- •Practical experience in developing production solutions (ML services / pipelines / agents)
- •Experience in developing solutions with agent logic (Function calling, ReAct), experience with langchain, langgraph frameworks
- •Worked with backend/data services (FastAPI, Flask, gRPC, etc.)
- •Knowledge of Docker container principles
- •Familiar with team development principles (git)
- •Ability to work with SQL and analytical databases
- •Capable of formulating hypotheses and bringing them to working solutions
- •Ready to quickly create prototypes.
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