AWS Data Engineer, Kraków

4 tygodni temu


Kraków, Lesser Poland TN Poland Pełny etat
Job Title:

AWS Data Engineer

Cooperation:

Hybrid - 3 days office, 2 days remote

Summary:

We are seeking a skilled AWS Data Engineer to join our Machine Learning (ML) team. This role focuses solely on data engineering; no data science experience is required.

You will be responsible for setting up robust data pipelines, deploying Infrastructure as Code (IaC), and working with large datasets to support our data-driven initiatives.

Key Responsibilities:
  • Design and implement data pipelines: Support ML workflows and applications by creating efficient and scalable data pipelines.
  • Deploy and manage IaC: Ensure seamless integration with various data sources by utilizing Infrastructure as Code (IaC).
  • Collaborate with the ML team: Work closely with the ML team to ensure data flows efficiently and at scale.
  • Utilize AWS services: Leverage AWS services such as CDK, Lambdas, and API Gateways to create and optimize data solutions.
  • Work with large datasets: Utilize tools such as Pandas, Spark, and Polars to process and manage large datasets (>1TB).
  • Apply Python programming best practices: Use Python modules, packaging, concurrency, and testing to write efficient code.
  • Optimize Python concurrency and serialization: Improve performance and scalability by optimizing Python concurrency and serialization.
  • Utilize containerization and deployment: Employ tools like Docker for containerization and deployment.
Experience & Skills:
  • Python 3: Strong expertise in Python modules, packaging, concurrency, and performance engineering.
  • API Calls & Lambdas: Proficient in making API calls and deploying Python-based AWS Lambdas.
  • Data Engineering Tools: Experience with Pandas, Spark, and Polars for processing and managing large datasets.
  • Large Datasets: Proven ability to work with datasets larger than 1TB.
  • JupyterLab: Familiarity with JupyterLab is preferable.
  • Docker: Familiarity with Docker for containerization and deployment.
  • AWS: Strong working knowledge of AWS services including CDK, Lambdas, and API Gateways.
What We Offer:
  • Competitive salary and benefits: Enjoy a competitive salary and benefits package.
  • Dynamic, collaborative, and growth-oriented work environment: Join a dynamic team that values collaboration and growth.
  • Opportunities for career advancement and continuous learning: Pursue your career goals and stay up-to-date with the latest technologies and trends.
  • Flat management structure: Our flat management structure ensures open communication and equal opportunities for growth.
  • B2B contract: Enjoy the stability and security of a B2B contract.
  • Agile ways of working: Adopt agile methodologies to deliver high-quality results quickly and efficiently.
  • Fun and relaxed working environment: Balance work and play in a fun and relaxed atmosphere.
  • Regular company events: Participate in regular company events and activities.
  • Office in Krakow: Enjoy our modern office in Krakow, equipped with high-quality coffee, tea, fruits, and sweets.
  • Ability to work alongside young, motivated, eager to learn and talented team: Collaborate with a diverse and driven team.


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