As an ML Ops Engineer at Emerson, you will lead the integration of machine learning models into production systems, ensuring efficient deployment, monitoring, and maintenance. Collaborate with cross-functional teams to deliver scalable and reliable machine learning solutions that meet the highest standards of performance and compliance.
Key Responsibilities
- Model Deployment. Deploy and manage machine learning models in production environments, ensuring scalability and reliability.
- CI/CD Pipelines. Design and implement CI/CD pipelines for streamlined model development and deployment.
- Infrastructure Development. Build and maintain infrastructure leveraging Docker, Kubernetes, and cloud services (AWS, Azure, Google Cloud).
- Monitoring & Maintenance. Monitor model performance, address issues proactively, and perform regular maintenance.
- Compliance & Security. Ensure model deployments align with security standards and regulatory requirements.
- Documentation. Maintain documentation of deployment processes, metrics, and configurations.
- Continuous Improvement. Optimize model performance, deployment processes, and infrastructure efficiency.
- Agile Participation. Actively contribute to Scrum events and team alignment.
Qualifications and Requirements
- Education. Degree in Computer Science, Data Science, or related field (advanced degrees preferred).
- Experience. 5-6 years of industry experience, including 3+ years in ML Ops or DevOps roles.
Technical Proficiency
- Expertise in Docker, Kubernetes, and cloud platforms like Azure and AWS.
- CI/CD tools (e.g., Azure Pipeline, Azure DevOps).
- Monitoring and logging tools for model performance.
Additional Skills
- Knowledge of data engineering, ETL processes, and version control (Git).
- Understanding of ML lifecycle management and model versioning.
- Experience with engineering domains and Scaled Agile Framework (SAFe) is a plus.
Preferred Qualifications
- Experience in engineering domains and SAFe methodologies.
- Advanced knowledge of data engineering pipelines and ETL processes.
- Familiarity with collaborative tools and model lifecycle management.
Why Join Emerson?
- Comprehensive medical and insurance coverage.
- Award-winning development programs.
- Commitment to diversity, equity, and inclusion.
- Work Authorization Sponsorship for foreign nationals.
- Safe and inclusive global workplace practices.
Diversity, Equity & Inclusion at Emerson
We foster an inclusive environment where diverse perspectives drive innovation and superior solutions for our customers. By valuing individual experiences, we leave the world a better place.
About Emerson
Emerson is a global leader in automation technology, driving innovation and digital transformation across critical industries. Join us to collaborate, innovate, and make a difference in a diverse and empowering environment.
Let’s go, together.