Job Description - MLOps Engineer
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Candidates should have industry experience in heavy equipment manufacturing or similar OEM environments in their career
Job Title - MLOps Engineer
Location: Chicago IL - Onsite 2-3 days a week/ no exceptions.
Duration: 12 months
Candidates should have industry experience in heavy equipment manufacturing or similar OEM environments in their career
Position’s Contributions to Work Group:
- The MLOps Platform Team works within the Enterprise Data and Analytics Organization at Caterpillar.
- Driving the ability to work with Internal Teams to be able to support the full life-cycle of AI and machine learning development through to beyond production.
- Helping build a platform that enables data driven decisions across the enterprise, helping teams build high-value data and AI/ML products, and enable the operationalization and reliability of all models.
- We are searching for a driven and highly skilled MLOps Engineer to join our MLOps Platform team at ServiceNow.
- The role will build the MLOps Platform, build self-service ML Development tooling, and building platform adoption.
- You have ideas on how to create a great user experience for those building, deploying, and operationalizing production quality Machine Learning models.
Education & Experience Required:
- Bachelors degree with 5+ years experience
- Master’s degree with 3+ years experience
Required Technical Skills
(Required)
- 5+ years of experience working with an object-oriented programming language (Python, Golang, Java, C/C++ etc.)
- Experience with MLOps frameworks like MLflow, Kubeflow, etc.
- Proficiency in programming (Python, R, SQL)
- Ability to design and implement cloud solutions and build MLOps pipelines on cloud solutions (e.g., AWS)
- Strong understanding of DevOps principles and practices, CI/CD, etc. and tools (Git, GitHub, jFrog Artifactory, Azure DevOps, etc.)
- Experience with containerization technologies like Docker and Kubernetes
- Strong communication and collaboration skills
- Ability to help work with a team to create User Stories and Tasks out of higher-level requirements.