Data / MLOps Engineer
New
Warszawa, Gdańsk, Kraków, Poznań, Wrocław, PolandFull-TimeSenior
Salary21,840 - 24,360 PLN per hour
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Job Details
- Languages
- English B2, Polish C1
- Required Skills
- AWSPythonSQLData engineeringSparkCI/CDMLOpsPySpark
Requirements
- Experience in Data Engineering, MLOps, or Machine Learning Engineering
- Strong Python and PySpark skills
- Hands-on experience building and maintaining large-scale data pipelines
- Practical experience with Amazon SageMaker and production ML deployments
- Strong knowledge of Apache Spark
- Experience working with AWS cloud services
- Good understanding of CI/CD practices and deployment automation
- Ability to translate Data Science prototypes into production-ready solutions
- Understanding of different Machine Learning models and monitoring approaches
- Strong SQL skills
Responsibilities
- Design, build, and maintain end-to-end MLOps platforms and workflows
- Develop automated model training, deployment, and versioning processes
- Build and optimize large-scale data ingestion and processing pipelines using Spark and PySpark
- Deploy and manage ML workloads on AWS, including SageMaker-based solutions
- Implement and maintain CI/CD and Continuous Training (CT) pipelines
- Monitor model performance, data quality, system reliability, and model drift
- Collaborate closely with Data Scientists to productionize ML models
- Implement infrastructure as code and support scalable cloud environments
- Create and maintain technical documentation and architectural decisions
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