MLOps & Data Integration Engineer (Remote)

NES Fircroft; England; Remote; GBP 90,000 - 120,000; Full time

Job summary

NES Fircroft is seeking an MLOps & Integration Data Engineer for a 12-month contract with remote work. The role focuses on end-to-end BNA orchestration, production reliability and integration across data pipelines, models and deployment processes.

You will work on production-grade pipelines, ensure idempotent processing, monitor systems, and implement automated deployment and handover practices. This role requires strong Databricks, PySpark, Python and SQL skills in a production environment.

Qualifications

• Strong hands-on Databricks, PySpark, Python and SQL Production pipeline engineering.
• Experience with workflow orchestration, idempotent processing, and retry/restart patterns.
• Proficient in CI/CD, Git and automated deployment.
• Experience with monitoring, logging and operational alerting.
• Experience with API/file/SFTP integrations and data quality controls.
• Familiarity with Delta Lake/Delta MERGE is a plus.

Responsibilities

• Automated end-to-end BNA orchestration and reliability improvements.
• Production monitoring, alerting, and runbooks for handover.
• Reduced runtime and production failures through automation.

Skills

Databricks

PySpark

Python

SQL

Workflow orchestration

CI/CD

Git

Monitoring

Data quality controls

API/SFTP integration

Tools

Azure DevOps

Delta Lake

Delta MERGE

Job description

NES Fircroft is seeking an MLOps & Integration Data Engineer for a 12-month contract with remote work. The role focuses on end-to-end BNA orchestration, production reliability and integration across data pipelines, models and deployment processes.

You will work on production-grade pipelines, ensure idempotent processing, monitor systems, and implement automated deployment and handover practices. This role requires strong Databricks, PySpark, Python and SQL skills in a production environment.