data scientist
генерация резюме под вакансию
сопроводительное письмо
описание
The Bank of Georgia provides banking services to up to two million customers and develops analytical products, including LLM-based solutions integrated into banking products and internal systems.
задачи
- Collect and preprocess data;
- Create, optimize, evaluate, and validate machine learning models;
- Deploy and monitor real-time and batch models;
- Optimize modeling and implementation processes;
- Collaborate with the business and understand its needs and values for cost-benefit analysis.
требования
- At least 2 years of experience in Data Science, Machine Learning, or a related field;
- Strong experience manipulating and modeling data with Python and libraries such as pandas and scikit-learn;
- Experience with big data technologies, particularly Spark;
- Proficiency with Oracle/MS SQL databases;
- Bachelor’s degree in Computer Science, Data Science, Machine Learning, or a related field;
- Solid understanding of data management fundamentals and data storage principles;
- Knowledge of MLOps practices, including model versioning, deployment, and monitoring;
- Ability to prepare and present clear reports and presentations for technical and non-technical stakeholders;
- Strong problem-solving and analytical skills;
- Ability to work effectively in a fast-paced environment and meet tight deadlines;
- Effective written and verbal communication skills in English;
- Nice to have: Apache Airflow, modern NLP techniques including RAG/LLM, Git, Bash Scripting, TensorFlow, Keras, PyTorch.
условия
- Applications are accepted until Aug 8, 2026.
навыки
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