Middle Data & MLOps Engineer
Unibank · Bakou
Job description
About the role
We are looking for a Mid‑level Data & MLOps Engineer to join our Data Science team. You will be responsible for building and maintaining the infrastructure that supports data processing, machine‑learning pipelines, and model deployment.
Key responsibilities
- Configure and support a JupyterHub environment, managing resources for the Data Science team.
- Design, implement, and monitor ETL/ELT and ML pipelines using Apache Airflow.
- Process large‑scale data sets with PySpark/Apache Spark and optimise performance.
- Containerise ML components with Docker and deploy them on Kubernetes clusters.
- Integrate models and data services via REST APIs, monitoring performance, drift and logs.
- Create and maintain CI/CD pipelines using GitLab CI or GitHub Actions.
Required profile
- Bachelor’s degree in Computer Science, Data Engineering or a related field.
- At least 2 years of hands‑on experience with Python and SQL.
- Proven experience building and managing workflows in Apache Airflow.
- Knowledge of big‑data processing and performance tuning with PySpark or Apache Spark.
- Experience deploying applications with Docker and Kubernetes.
- Familiarity with CI/CD tools and Linux environments.
- Ability to collaborate effectively with a Data Science team.
- Understanding of MLOps concepts such as model registry, deployment and monitoring.
Required skills
- Python
- SQL
- Apache Airflow
- PySpark
- Apache Spark
- Docker
- Kubernetes
- GitLab CI / GitHub Actions
- Linux operating system
What we offer
- Comfortable work environment with extensive professional development opportunities.
- Optional voluntary medical insurance program.
- A friendly, collaborative team culture focused on mutual support.
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Published 1 month ago
Expires 3 weeks from now
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Unibank
Bakou