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, and cloud-native integration. Focus on building performant data workflows, ensuring data quality, and implementing robust CI/CD processes for deep learning-driven applications.
Location: Tel Aviv
Company
is an AI-driven company specializing in deep learning, algorithmic trading, and large-scale data solutions like the Large Market Model (LMM) for demand forecasting.
What you will do
- Design, build, and maintain high-performance data pipelines and infrastructure.
- Optimize processes for scalability and efficiency in distributed environments.
- Ensure data quality, integrity, and performance across all workflows.
- Work with cloud-native solutions and containerized environments including Docker and Kubernetes.
- Implement and manage orchestration frameworks like Airflow or Dagster.
- Develop CI/CD processes and data testing frameworks to improve pipeline reliability.
Requirements
- 5+ years of professional experience with Python and SQL.
- Proven experience building and maintaining batch/streaming ETL/ELT pipelines.
- Hands-on experience with distributed computing frameworks such as Spark, Dask, or Beam.
- Experience with major cloud platforms like AWS, GCP, or Azure.
- Proficiency with Docker, Kubernetes, and CI/CD pipelines.
- Solid understanding of software engineering practices including data structures, algorithms, and code quality.
Nice to have
- Experience with dbt, ClickHouse, or Ray.
- Familiarity with Python data libraries such as pandas, NumPy, and Apache Arrow.
- Background in functional programming.
Будьте осторожны: если работодатель просит войти в их систему, используя iCloud/Google, прислать код/пароль, запустить код/ПО, не делайте этого - это мошенники. Обязательно жмите "Пожаловаться" или пишите в поддержку. Подробнее в гайде →