Machine Learning Platform Engineer
InformaticaResponsibilities
- Build and scale secure AWS and Kubernetes infrastructure, including IAM, data management, and infrastructure-as-code.
- Develop ML platform services such as model registries, project-permission services, SageMaker setup, deployment tooling, APIs, internal UIs, and self-service tools.
- Build CI/CD pipelines with GitHub Actions, Docker, ArgoCD, package building, security scanning, and autonomous agent capabilities.
- Develop and publish reusable AI tools, autonomous agents, MCP server integrations, internal developer tools, and AI marketplace capabilities.
- Maintain platform architecture, documentation, monitoring, incident-response automation, observability, and security controls.
- Collaborate with ML engineers, data scientists, and product managers to deliver reliable platform capabilities.
Requirements
- 9+ years of experience as a Platform Engineer, Software Engineer, or ML Infrastructure Engineer.
- Daily hands-on use of AI pair-programming tools such as Claude Code, Cursor, or equivalent.
- Experience building internal tool or skills marketplaces, reusable integrations, MCP servers, or AI building blocks.
- Experience designing and deploying autonomous agents for engineering, infrastructure, onboarding, CI, or documentation workflows.
- Strong Python software engineering skills and expertise with AWS, including IAM, EKS, S3, SageMaker, and Lambda.
- Experience with GitHub Actions, ArgoCD, Terraform, Docker, Kubernetes, MLOps, model and agent evaluation, monitoring, and alerting.
- Experience with MCP servers, multi-tenant onboarding, internal developer tools, security reviews, and IAM systems such as Okta.
- Preferred experience includes Salesforce, agent memory patterns, vector or graph databases, RAG pipelines, Snowflake, Kafka, Flink, Feast, A/B testing, experimentation platforms, and Airflow.
- Ability to manage multiple priorities with strong problem-solving and communication skills.
Benefits
- Salesforce states that its benefits and resources support balance and personal well-being.
- Salesforce is an equal opportunity employer and provides reasonable accommodations during the application and recruiting process.
Tech Stack
Categories
About Informatica
Informatica (NYSE: INFA), a leader in AI-powered enterprise cloud data management, helps businesses unlock the full value of their data and AI. As data grows in complexity and volume, Informatica’s Intelligent Data Management Cloud™ delivers a complete, end-to-end platform with a suite of industry-leading, integrated solutions to connect, manage and unify data across any cloud, hybrid or multi-cloud environment. Powered by CLAIRE® AI, Informatica’s platform integrates natively with all major cloud providers, data warehouses and analytics tools— giving organizations the freedom of choice, avoiding vendor lock-in and delivering better ROI by enabling access to governed data, simplifying operations and scaling with confidence. Trusted by approximately 5,000 customers in nearly 100 countries—including over 80 of the Fortune 100—Informatica is the backbone of platform-agnostic, cloud data-driven transformation. Informatica. Where data and AI come to life.™ Contact: PR@informatica.com