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MLOps Automation Engineer – Lead
Huntington National BankMLOps Automation Engineer Lead at Huntington focused on automating data analytics processes across teams. Leading efforts in CI/CD pipeline management and troubleshooting production issues.
Tech Stack
Tools & technologiesAnsibleAWSAzureDockerJavaJavaScriptJenkinsKubernetesPython
About the role
Key responsibilities & impact- Streamline the data, analytics, and model development lifecycle by identifying pain points and productivity barriers and determining ways to resolve them through automation.
- Understand the current process and technical complexities of developing and deploying data pipelines and model builds and develop automation solutions to improve and extend the existing process to become an unattended delivery pipeline.
- Collaborate closely with product development, architecture, data engineering and testing teams to understand their current build and release processes and make recommendations for improvement through the automation of various tasks.
- Partner with cross-functional stakeholders, including development, operations, quality assurance and security, to streamline processes.
- Develop and continuously improve automation solutions to enable teams to build and deploy quality data and code efficiently and consistently.
- Build automated testing solutions in support of quality management objectives to reduce manual effort.
- Build automated environment provisioning solutions in response to changes in processing demand.
- Build automated feedback mechanisms to monitor the performance of models in production.
- Work closely with cross-functional stakeholders to analyze and troubleshoot complex production issues.
- Prepare and present design and implementation documentation to multiple stakeholders.
- Promote automation across the data management and analytics delivery organization.
- Provide leadership, coaching, and mentoring to team members and develop team to work with all areas of the organization.
- Work with stakeholders to ensure that business needs are clearly understood and that services meet those needs.
- Anticipate and analyze trends in technology while assessing the emerging technology’s impact(s).
Requirements
What you’ll need- Bachelor’s Degree (Computer Science, Business Administration, Economics or related fields) or equivalent relevant work experience
- 7+ years’ experience in automation engineering, software engineering, or related field
- 7+ years’ experience with one or more coding languages (e.g., JavaScript, C++, Python, Java), CI/CD tools (e.g., Jenkins, Artifactory, CircleCI, Ansible), and development platforms (e.g., AWS, Azure, Docker, Kubernetes)
Benefits
Comp & perks- Flexible work arrangements
- Professional development
ATS Keywords
✓ Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
automation engineeringsoftware engineeringdata pipelinesmodel buildsautomated testing solutionsenvironment provisioningfeedback mechanismscoding languagesCI/CD toolsdevelopment platforms
Soft Skills
collaborationleadershipcoachingmentoringcommunicationproblem-solvinganalytical skillsstakeholder managementpresentation skillstrend analysis