Job Description:
Role: Associate Principal - Data Sciences
Location: Johnston, R.I.
Mode: Hybrid
Job description
- Shorten development cycles for software and AI Client systems
- Build and maintain tools and infrastructure for efficient software and AI Client development
- Help to build and automate AI Client workstream from data analysis experimentation operationalization model training model tuning to visualization
- Improve and maintain automated CICD pipeline
- Increase deployment velocity including the process for deploying models and Sagemaker pipelines into production
- Improve the creation of dependable releases
- Build and maintain infrastructure as code IaC in the cloud that can scale when needed
- Build and maintain pipelines for analytics model evaluation and training includes versioning compliance and validation
- Excellent software design problem solving and debugging skills
- Strong interpersonal skills able to work independently as well as in a team
Skills
- Hands on Expert in Sagemaker Sagemaker pipeline
- Hands on experience on handling Amazon Bedrock for Generative AI applications
- Excellent knowledge on MLflow for Data science code versioning tracking for model repository and integration knowledge with Sagemaker
- Hands on experience in DevSecOps PipelineJenkins Bitbucket Nexus
- Experience with database systems including Postgres MongoDB DynamoDB
- Good knowledge of S3
- Should be Python development expert
- Good knowledge of EMR serverless
- Good to have knowledge of IAM roles Okta Good to have
- Concept of ECR Docker Open shift will be added advantage