Machine Learning Engineer III

• 5+ years of experience in Machine Learning Engineering, MLOps, Data Engineering, or Software Engineering.
• Demonstrated experience implementing end-to-end machine learning lifecycle management.
• Experience operating ML workloads in cloud environments (AWS, Azure, or Google Cloud Platform).
• Experience supporting both batch and real-time machine learning solutions.
• Experience working with large-scale structured and unstructured data.
• 3+ years of experience building and supporting production machine learning systems.

Knowledge and Skills:

• ML Platform Engineering & Model Operations
• Design, develop, deploy, and manage production-grade machine learning solutions.
• Build scalable and reusable machine learning platforms that support model development, training, validation, deployment, and monitoring.

MLOps Pipeline Development

• Design and maintain automated CI/CD/CT (Continuous Integration, Continuous Delivery, Continuous Training) pipelines for machine learning workflows.
• Automate model testing, validation, deployment, rollback, and retraining processes.

Feature Store & Data Engineering Integration

• Design and support enterprise feature stores to improve feature reuse, consistency, and model governance.
• Collaborate with data engineering teams to integrate machine learning solutions with data warehouses, data lakes, and operational data sources.

DevOps & Infrastructure

• Git/GitHub/GitLab
• Jenkins, GitHub Actions, Azure DevOps, or equivalent CI/CD tools
• Terraform or infrastructure-as-code frameworks
• Linux administration
• Shell scripting

Production Monitoring & Reliability

Implement model monitoring frameworks covering:

• Model performance
• Data quality
• Concept drift
• Feature drift
• System health and reliability
• Data drift

V-Soft Consulting Group is recognized among the top 100 fastest growing staffing companies in North America, V-Soft Consulting Group is headquartered in Louisville, KY with strategic locations in India, Canada and the U.S. V-Soft is known as an agile, innovative technology services company holding several awards and distinctions and has a wide variety of partnerships across diverse technology stacks.

As a valued V-Soft Consultant, you’re eligible for full benefits (Medical, Dental, Vision), a 401(k) plan, competitive compensation and more. V-Soft is partnered with numerous Fortune 500 companies, exceptionally positioned to advance your career growth.