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Overview
Join Avito as a Data Scientist to design and implement NLP models, experiment with machine learning methods, and ensure model quality and stability. Avito is a leading online classifieds platform in Russia, providing a marketplace for buying and selling goods and services.
Responsibilities
- •Design, train, and implement NLP models for detecting suspicious and unwanted intents and patterns in communications.
- •Experiment with advanced machine learning methods when justified by the task.
- •Set up data annotation processes and control quality using assessors and LLM solutions.
- •Integrate models into services for scoring, deploy them to production, and monitor pipeline and model stability.
Requirements
- •At least 2 years of experience in Data Science.
- •Experience in developing NLP models.
- •Proficient in Python and the Data Science stack, working with DL frameworks like PyTorch.
- •Ability to write SQL queries for data collection and model quality diagnostics.
- •Experience in developing and deploying ML models in production.
- •Ability to write quality, maintainable, testable, and scalable Python code.
- •Ability to translate business goals into ML metrics.
- •Document findings, describe, and critically evaluate experimental results.
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