Data Scientist

IBA Astana Dev (АйБиЭй Астана Дев)
Занятость Полная занятость
Полная занятость
Адрес Казахстан, Астана
Описание вакансии

We are looking to hire a results-driven Data Scientist with production-level ML experience and strong cloud skills to join our team.

Responsibilities:

  • Deliver full-cycle machine learning solutions, including exploratory data analysis (EDA), model training and tuning, feature engineering, model validation and interpretation;

  • Work with large-scale datasets in Databricks / Spark environments;

  • Deploy models to production using MLflow / MLOps pipelines;

  • Build dashboards and data visualizations (Power BI, Tableau);

  • Operate in cloud-based environments (Azure, AWS, or GCP) using storage, pipelines, orchestration tools;

  • Participate in client meetings, translate business problems into ML tasks, present and defend models;

  • Maintain and retrain models as needed.

Requirements:

  • 5+ years of experience in Data Science / ML roles;

  • Deployed ML models into production, not just POCs or academic projects;

  • Can explain architecture and model logic to non-technical stakeholders;

  • Understanding of the full ML lifecycle — from raw data to dashboard;

  • English B2 level and higher;

  • Tech Stack:

  1. Languages: Python (pandas, numpy, scikit-learn, matplotlib), SQL

  2. Platforms: Azure, AWS, GCP, Databricks

  3. Tools: MLflow, Spark, Synapse Analytics, Power BI, Tableau

  4. Methods: classification, regression, clustering, time series

  5. Processes: CI/CD, MLOps, Git, Jira, Agile/Scrum

  • Nice to also have:

  1. Experience with Generative AI, NLP, LLMs

  2. Familiarity with Spark SQL / Delta Lake

  3. Background in consulting or multi-domain project work

Conditions:

  • Official employment under the Labor Code of Kazakhstan

  • Remote format with an option to work from the office

  • International projects and team

Требования
Опыт Более 6 лет
Условия работы
График работы Удаленная работа
Добавлено 21 день назад
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