AWS Data Engineer, Kraków
4 tygodni temu
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.
- 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.
- 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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