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Data Engineer/ML-OPS Specialist
2 months ago
Job Title: Data Engineer/ML-OPS Specialist
Company: Lorien
Job Type: Full-time
Location: Hybrid working pattern 1-2 days per week in the office
About the Role:
We are seeking a talented Data Engineer/ML-OPS to join our growing data practice, who will be responsible for supporting the overall Data Engineering Infrastructure.
Key Responsibilities:
- Contribute to the design, development, and continuous improvement of data engineering tools, workflows, and processes.
- Communicate with the Software and Data Science teams to ensure seamless integration of data management technologies.
- Design and develop data pipelines, leveraging strong experience in Python and data pipelining.
- Develop and maintain tooling and back testing frameworks, with a focus on time-series forecasting and optimization.
- Orchestrate machine learning workflows, centralizing diverse datasets for analytics, visualization, and machine learning.
- Implement monitoring frameworks, such as Prometheus, to ensure data integrity and system performance.
- Architect and implement data storage solutions, including Parquet on S3 and API/Grafana queries.
- Stay up-to-date with industry trends and best practices in data engineering and machine learning operations.
Requirements:
- Strong experience as a Data Engineer.
- Extensive Python experience.
- Excellent data pipelining building experience.
- Familiarity with time-series forecasting and/or optimization.
- Experience with developing tooling and improving back testing frameworks.
- Experience with orchestrating machine learning workflows.
- Experience centralizing diverse datasets for analytics, visualization, and machine learning.
- Proficiency with Orchestration and IaC in AWS (e.g. Terraform, Kubernetes, RabbitMQ, Airflow), Git, containerization (Docker), database management (e.g. Postgres, Alembic).
- Experience with monitoring frameworks (e.g. Prometheus).
- Experience archiving data to Parquet on S3 and creating tools for API/Grafana queries.
- Knowledge of UK power markets would be advantageous.
What We Offer:
As a Data Engineer/ML-OPS Specialist at Lorien, you will have the opportunity to work with a talented team of professionals, contributing to the growth and success of our data practice. We offer a competitive salary and benefits package, as well as opportunities for professional development and growth.
