Senior MLOps Engineer (Digital Oilfield Systems)
Eice Technology
Employer Active
Posted 10 hrs ago
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Gender
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Vacancy
1 Vacancy
Job Description
Roles & Responsibilities
Key Responsibilities
- Build and maintain end-to-end ML pipelines for data prep, training, validation, deployment, and monitoring.
- Implement model governance: versioning, rollbacks, audit trails, and explainability.
- Set up and manage containerized and scalable environments using Docker/Kubernetes.
- Collaborate with software, IT, and data teams for model integration and compliance.
- Enhance ML lifecycle workflows, automation, and best practices.
- Monitor model performance, detect drift, and ensure high availability of ML services.
Required Skills & Experience:
- 10+ years of overall experience with ML Ops/DevOps engineering background.
- Hands-on experience with MLflow, Azure ML, Kubeflow, or similar tools.
- Solid understanding of CI/CD pipelines and scripting for automation.
- Experience deploying Python-based ML models to production environments.
- Knowledge of model monitoring, drift detection, logging, and alerting frameworks.
Nice to Have:
- Understanding of Digital Oilfield systems or OT/IT integration.
- Experience with Azure cloud services (preferred).
- Familiarity with real-time streaming platforms (Kafka, IoT).
- Exposure to enterprise security, compliance, and data access practices.
Certifications:
- Azure DevOps Engineer or Azure AI Engineer (preferred).
- AWS DevOps Engineer (optional).
Desired Candidate Profile
Job Overview:
We are looking for a highly experienced Senior ML Ops Engineer to streamline and operationalize machine learning solutions across Digital Oilfield (DOF) platforms. This role will ensure models are production-ready, scalable, secure, and monitored effectively. You will work closely with cross-functional teams to automate workflows, deploy models, and maintain ML system reliability in a dynamic environment. Oil & Gas domain exposure is a plus but not mandatory.
Company Industry
- Oil & Gas
- Petroleum
Department / Functional Area
- IT Software
Keywords
- Senior MLOps Engineer (Digital Oilfield Systems)
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Eice Technology