Mlops Integration Data Engineer

MLOps & Integration Data Engineer – 12 Months Contract – Remote 40 hr week Inside IR35 via umbrella Start – asap Must be eligible to work in the UK Must Have: Strong hands-on Databricks, PySpark, Python and SQL Production pipeline engineering and troubleshooting Workflow orchestration and dependency management Idempotency, retry/restart and failure-recovery patterns CI/CD, Git and automated deployment Monitoring, logging and operational alerting Data-quality and reconciliation controls API/file/SFTP integration patterns. Delta Lake / Delta MERGE Databricks Asset Bundles Azure DevOps MLOps/model deployment experience SFMC or Comarch integration Customer decisioning / personalisation platforms MLOps & Integration Data Engineer Role Overview:
BNA Production-Readiness, MLOps & Integration Engineer: Automated end-to-end BNA orchestration Reliable retry/recovery and idempotent processing Production monitoring and alerting Automated activation and acknowledgement handling Reduced manual intervention Stable QA → production deployment process Runbooks and operational handover Reduced runtime and production failures Key Skills:
Must Have: Strong hands-on Databricks, PySpark, Python and SQL Production pipeline engineering and troubleshooting Workflow orchestration and dependency management Idempotency, retry/restart and failure-recovery patterns CI/CD, Git and automated deployment Monitoring, logging and operational alerting Data-quality and reconciliation controls API/file/SFTP integration patterns Nice to have: Delta Lake / Delta MERGE Databricks Asset Bundles Azure DevOps MLOps/model deployment experience SFMC or Comarch integration Customer decisioning / personalisation platforms MLOps & Integration Data Engineer – 12 Months Contract – Remote With over 90 years' combined experience, NES Fircroft (NES) is proud to be the world's leading engineering staffing provider spanning the Oil & Gas, Power & Renewables, Chemicals, Construction & Infrastructure, Life Sciences, Mining and Manufacturing sectors worldwide. With more than 80 offices in 45 countries, we are able to provide our clients with the engineering and technical expertise they need, wherever and whenever it is needed. We offer contractors far more than a traditional recruitment service, supporting with everything from securing visas and work permits, to providing market-leading benefits packages and accommodation, ensuring they are safely and compliantly able to support our clients.