Tech Lead - MLOps & Infrastructure
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Megazone Cloud US
US
Summary
Lead the design and implementation of production-grade MLOps pipelines and infrastructure-as-code automation. Drive architectural decisions and ensure the ML platform is scalable, reliable, and compliant with HCLS regulatory standards.
Job Description
Technical lead for MLOps infrastructure, owning design and implementation of production-grade ML pipelines, infrastructure-as-code automation, and model lifecycle management. Overall Tech Lead for the project: drives architectural decisions, sets technical standards, and ensures the ML platform is reliable, scalable, and compliant with operational and regulatory requirements (validation and reproducibility standards for HCLS AI).
Activities:
- Architect and implement end-to-end MLOps pipelines: CI/CD for model training, evaluation, approval, deployment with audit trails
- Design and deploy infrastructure-as-code using Terraform for all ML platform resources
- Build automated training jobs on Amazon SageMaker: hyperparameter tuning, distributed training, spot optimization for life sciences workloads
- Implement model performance monitoring: data drift detection, prediction quality tracking, automated retraining triggers
- Establish CI/CD for ML artifacts: model versioning, container builds, integration testing, staged rollouts with validation gates
- Design model registry and artifact management for governance, reproducibility, and 21 CFR Part 11 compliance
- Implement infrastructure monitoring, alerting, and auto-scaling for training and inference workloads
- Define and enforce MLOps best practices, coding standards, and architectural patterns
- Serve as overall Tech Lead: architecture reviews, mentoring, technical decision-making
- Coordinate with customer platform, IT security, and quality teams on networking, security, and compliance
Why You'll Love It Here
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Our Product is Our People: We live by this. We invest in people who invest in themselves. Your growth is our growth.
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True Servant Leadership: Our CTO leads with a "force multiplier" philosophy. Management is here to empower you and clear roadblocks, not to micromanage. We won't ask you to do anything we're not willing to do ourselves.
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Flat Organization, Real Impact: Your voice and designs will directly shape our technical roadmap and our clients' success. You'll work on the latest tech to solve real problems.
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A "Learn-from-it" Culture: We're moving fast and building new things. We believe mistakes are learning opportunities, not failures.
We seek diverse talent who are ready to make an immediate impact. We believe that innovation thrives when teams are built with a variety of backgrounds, experiences, and perspectives. If you are excited by this mission, we encourage you to apply, even if your experience doesn't perfectly match every qualification listed.
Megazone Cloud is an Equal Opportunity Employer and participates in E-Verify to confirm the employment eligibility of all new hires.
GCP, AWS, DataBricks, Datadog, and Snowflake Partner of the Year! AI-Native Transformation, Application Modernization, Cloud Migrations, Data Analytics and Insights. Unmatched culture and customer obsessed.
MegazoneCloud is a leading AI and cloud-native company, home to over 2,000 cloud and AI technology experts. As a trusted digital transformation partner to more than 8,000 clients worldwide, MegazoneCloud empowers innovation and growth through strategic partnerships and its suite of proprietary cloud, AI, and security solutions. Under its vision of "Transform Tomorrow, Together", MegazoneCloud is committed to building future-ready competitiveness for its customers—powered by cutting-edge technology, data, and the passion of its people. With operations across the United States, Canada, Korea, Japan, Southeast Asia, and Oceania, the company continues to grow alongside its global partners and clients. To learn more, visit: www.megazone.com/us/.
Company size
1,001-5,000 employees
Industry
Technology, Information and Internet
Org type
Public Company
Headquarters
Fairport, New York
GCP, AWS, DataBricks, Datadog, and Snowflake Partner of the Year! AI-Native Transformation, Application Modernization, Cloud Migrations, Data Analytics and Insights. Unmatched culture and customer obsessed.
MegazoneCloud is a leading AI and cloud-native company, home to over 2,000 cloud and AI technology experts. As a trusted digital transformation partner to more than 8,000 clients worldwide, MegazoneCloud empowers innovation and growth through strategic partnerships and its suite of proprietary cloud, AI, and security solutions. Under its vision of "Transform Tomorrow, Together", MegazoneCloud is committed to building future-ready competitiveness for its customers—powered by cutting-edge technology, data, and the passion of its people. With operations across the United States, Canada, Korea, Japan, Southeast Asia, and Oceania, the company continues to grow alongside its global partners and clients. To learn more, visit: www.megazone.com/us/.
Company size
1,001-5,000 employees
Industry
Technology, Information and Internet
Org type
Public Company
Headquarters
Fairport, New York