MLOps Platform Engineer (SageMaker)
B12 Consulting
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Job Details
Skills
- Amazon SageMaker
- Amazon Web Services
- Provisioning
- Machine Learning Operations (ML Ops)
- Orchestration
- Data Quality
- IaaS
- Machine Learning (ML)
- Real-time
- SSO
- Software Engineering
- Step-Functions
- Terraform
- Training
- Virtual Private Cloud
- Workflow
Summary
- 10-15 years of software engineering experience focused on cloud infrastructure or ML platform operations
- 5+ years hands-on with AWS, including deep expertise in Amazon SageMaker (Studio, Pipelines, Model Registry, Endpoints, Feature Store)
- 3+ years building and operating production MLOps pipelines — training, versioning, deployment, monitoring, rollback
- Experience with SageMaker Unified Studio or Studio Classic — domain/project setup, blueprints, multi-tenant configuration
- Infrastructure-as-Code with Terraform, CDK, or CloudFormation
- IAM design for ML platforms — execution roles, service roles, cross-account access, Lake Formation, SSO/SAML
- MLflow or equivalent experiment tracking
- SageMaker Pipelines or similar workflow orchestration (Airflow, Step Functions)
- Model serving — real-time endpoints, batch transform, auto-scaling, endpoint monitoring
- Snowflake as a data source for ML pipelines
- Kubernetes (EKS) and container orchestration
- Networking and security — VPC, security groups, private endpoints, cross-account connectivity
- SageMaker Unified Studio domain provisioning, custom blueprints, project standardization
- SageMaker Feature Store for online/offline feature management
- SageMaker Model Monitor — data quality checks, bias detection, drift detection
- AWS Machine Learning Specialty certification
- Dice Id: 10526955
- Position Id: 9001113
- Posted 20 hours ago
Company Info
About B12 Consulting
With our Products and Platforms coupled with our Technology Partners, we provide an end-end solution including Hardware, Software and Consulting. In addition, we specialize in full-service Enterprise Agile consulting group specializing in Agile-Lean Portfolio & Product Management practices and for clients globally.
We agree that Culture Eats Strategy for Lunch ! Our seamless adherence to people and processes coupled with our consistent delivery of outstanding solutions and great customer experiences champions your transformational needs!
Our Company
B12 is led by a highly qualified team from the industry. The team is comprised of individuals who have led business and technology transformations across the globe in Telecommunications, Retail, HealthCare and Management Consulting.
We are a minority, women-owned global products & solutions company headquartered in Dallas, Texas, with locations in San Diego, Las Vegas, Boston, Bangalore, and Sydney. Our growing company, started in 2013 by Dr. Neena Biswas, supports projects and teams in 18 countries with marquee clients globally.
More than Services
B12 Consulting embraces a culture of giving back with deep expertise in telecom, retail, and healthcare. It started with the idea that if we can facilitate greater collaboration and information sharing around the world, we can make a significant difference in the lives of many.
- International Award recipient in India for creating opportunities for women in technology
- Charter Member of The Indus Entrepreneurs (TiE)
- Active Member of Alliance of Technology and Women supporting GREAT MINDS Our future leaders
- Community Leader working with the Michael Finley Foundation Helping our children and families
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