Senior Data Engineer (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Senior Data Engineer (AI): Designing, building, and maintaining robust data pipelines and infrastructure for large-scale AI models with an accent on scalability, distributed systems, and real-time data processing. Focus on implementing efficient orchestration frameworks, optimizing cloud-native environments, and ensuring high data integrity across the platform.
Location: Kraków, Poland (Onsite)
Company
is an AI-driven company developing Large Market Models (LMM) for demand forecasting and algorithmic decision-making across various industries.
What you will do
- Design and maintain scalable ETL/ELT pipelines for complex data workflows.
- Implement orchestration frameworks to manage data task dependencies and execution.
- Optimize data infrastructure for performance and reliability within distributed systems.
- Deploy and manage cloud-native, containerized environments using Docker and Kubernetes.
- Develop and enforce CI/CD processes and automated data testing frameworks.
- Collaborate with cross-functional teams to align data architecture with business and research needs.
Requirements
- 5+ years of professional experience with Python and SQL.
- Proven track record of building and managing batch and streaming data pipelines.
- Experience with orchestration tools like Airflow or Dagster.
- Hands-on experience with distributed computing frameworks such as Spark, Dask, or Beam.
- Proficiency in cloud platforms and containerization (Docker/Kubernetes).
- Strong background in software engineering best practices including TDD and code quality.
Nice to have
- Experience with dbt, ClickHouse, or Ray.
- Familiarity with the Python data stack (pandas, NumPy, Apache Arrow).
- Background in functional programming.
Culture & Benefits
- Work in a cutting-edge environment focused on deep learning and AI-driven algorithmic trading.
- Engage with large-scale data challenges and modern technology stacks.
- Collaborate within a specialized data engineering and research-focused team.
- Opportunity to influence architecture in a rapidly expanding AI company.
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