The vacancy is well-defined but lacks compensation details, making it less attractive to applicants.
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Job description
Avito is a leading online classifieds platform in Russia, connecting buyers and sellers across various categories.
Responsibilities
- Develop and improve fraud detection algorithms;
- Create and refine heuristics and ML models;
- Work on text classification tasks: experiment with different architectures and targets;
- Prepare, label, and analyze data;
- Evaluate model quality and monitor their behavior in production;
- Analyze the effectiveness of solutions based on data and business metrics;
- Participate in the implementation of ML solutions.
Requirements
- Basic knowledge of ML / Data Science and familiarity with NLP tasks;
- Ability to work with data and write in Python (Pandas, NumPy), familiar with Jupyter Notebook;
- Proficient in SQL for data extraction;
- Understanding of basic ML methods and their applicability;
- Willingness to learn, work in a team, and accept feedback;
- Ability to read technical materials in English;
- Ready for a high volume of verbal communication.
About Avito
Avito AS is a Norwegian consultancy firm specializing in data analytics, digital transformation, and technology solutions for industries including Energy, Aquaculture, Logistics, and Finance. They provide services using tools like Power Platform, Tableau, Python, and focus on optimizing business operations with data insights and tailored tech solutions.