Senior Data Engineer (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Senior Data Engineer (AI): Designing and maintaining scalable data pipelines and infrastructure for large-scale AI models with an accent on distributed systems, orchestration frameworks, and cloud-native solutions. Focus on optimizing data flow efficiency, ensuring data quality across complex workflows, and implementing robust CI/CD and monitoring processes.
Location: Must be based in or able to commute to Wrocław, Poland (Hybrid)
Company
is an AI-driven company leveraging deep learning and Large Market Models (LMM) to deliver algorithmic trading and real-time demand forecasting solutions.
What you will do
- Design and maintain scalable ETL/ELT pipelines for batch and streaming data.
- Optimize system performance and data integrity within distributed computing environments.
- Implement and manage orchestration frameworks to ensure reliable data flow.
- Develop CI/CD processes and automated data testing frameworks.
- Collaborate with cross-functional research and business teams to support AI development.
- Monitor and troubleshoot pipeline performance in cloud-native environments.
Requirements
- 5+ years of professional experience with Python and SQL.
- Proven experience building and maintaining complex ETL/ELT pipelines.
- Hands-on experience with distributed computing frameworks such as Spark, Dask, or Beam.
- Proficiency with containerization (Docker/Kubernetes) and cloud platforms (AWS, GCP, or Azure).
- Solid understanding of software engineering practices, TDD, and code quality.
- Must be able to work from the office in Wrocław, Poland.
Nice to have
- Experience with dbt, ClickHouse, or Ray.
- Familiarity with Python data libraries like pandas, NumPy, or Apache Arrow.
- Background in functional programming.
Culture & Benefits
- Work on cutting-edge AI and Large Market Model technology.
- Opportunity to influence data architecture in a growing, innovative company.
- Collaborative environment with cross-functional research teams.
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