Pay Growth
?
out of 5
Not enough data
Not enough info to score pay or growth
MLOps Platform Engineer
Job
Kaygen, Inc.
Plano, TX (In Person)
Full-Time
Review key factors to help you decide if the role fits your goals.
Job Security
?
out of 5
Not enough data
Calculating job security score...
Total Score
100
out of 100
Average of individual scores
Skill Insights
Compare your current skills to what this opportunity needs—we'll show you what you already have and what could strengthen your application.
Job Description
MLOps Platform Engineer at Kaygen, Inc. MLOps Platform Engineer at Kaygen, Inc. in Plano, Texas Posted in 1 day ago.
Type:
full-timeJob Description:
W2 contract (only USC/GC) 10-15 years of software engineering experience focused on cloud infrastructure or ML platform operation s5+ 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, rollbac kExperience with SageMaker Unified Studio or Studio Classic
- domain/project setup, blueprints, multi-tenant configuratio nInfrastructure-as-Code with Terraform, CDK, or CloudFormatio nIAM design for ML platforms
- execution roles, service roles, cross-account access, Lake Formation, SSO/SAM LMLflow or equivalent experiment trackin gSageMaker Pipelines or similar workflow orchestration (Airflow, Step Functions )Model serving
- real-time endpoints, batch transform, auto-scaling, endpoint monitorin gSnowflake as a data source for ML pipeline sKubernetes (EKS) and container orchestratio nNetworking and security
- VPC, security groups, private endpoints, cross-account connectivit y