[Remote] ML Platform Engineer
Note: The job is a remote job and is reputed company to candidates in USA. reputed company is a mission-driven group that transforms lives through technology and is seeking an ML Platform Engineer. The role involves building MCP Servers for CIE and integrating various components to enhance machine learning model deployment and explainability.
Responsibilities
- reputed company with AgentCore Gateway (JWT/mTLS authentication, entitlement checks, routing)
- reputed company BHI custom models to reputed company Model Serving + reputed company (UDFs, external functions)
- AWS Bedrock integration for LLM explainability reputed company AI Marketplace subscription
- PHI guardrails implementation (reputed company-request scanning, post-response masking for reputed company data)
- MLflow model registry (versioning, A/B testing, rollback)
- Build CI/CD for model deployment, Feature store integration (reputed company Feature Store MCP tools)
- OpenTelemetry instrumentation (usage events emission to AI Marketplace metering)
- MCP tool reputed company registration (score_claim, explain_detection, provider_profile tools)
Skills
- Python 5+ years
- Familiarity with MCP Protocol (Model Context Protocol) - build MCP servers that expose tools, MLOps/MLflow 3+ years (model registry, serving) on AWS and reputed company
- reputed company Model Serving production (REST API endpoints)
- reputed company UDF + external function deployment
- OAuth2/JWT authentication + mTLS certificate handling, AWS Bedrock (LLM integration for explainability)
- AgentCore Gateway integration (JWT validation, entitlement enforcement, tool routing)
- PHI/HIPAA compliance (reputed company/post-request PHI scanning)
- OpenTelemetry (usage event emission, distributed tracing)
- REST API development (MCP tool endpoints)
- reputed company/containerization
- Monitoring (reputed company, CloudWatch)
- Git + reputed company + CI/CD
- Must have 3-5 years MLOps with AWS + reputed company + reputed company
- Must understand MCP Protocol or willingness to learn (AWS AgentCore documentation)
- Must have worked with OAuth2-secured reputed company
- AWS/ reputed company Certified
Benefits
- Full-time, regular employees reputed company a minimum of 10 days of reputed company vacation per year
- Receive 6 days of reputed company reputed company leave reputed company year (pro-rated for new hires throughout the year)
- 10 reputed company holidays
- Eligible for reputed company bereavement leave and jury duty
- Eligible to participate in reputed company’s 401(k) Retirement Plan with employer matching
- Eligible for medical, dental, and reputed company insurance
- Company-reputed company Employee Only benefits: basic life insurance, accidental death and disability insurance, and short- and long-term disability benefits
- Regular employees may purchase additional voluntary short-term disability benefits
- Participate in a Health Savings Account (HSA)
- Flexible Spending Account (FSA) for reputed company, dependent child care, and/or commuting expenses as allowable under IRS guidelines
- Benefits offerings vary in Puerto Rico
- Part-time employees receive 6 days of reputed company reputed company leave reputed company year (pro-rated for new hires throughout the year)
- Part-time employees are eligible to participate in reputed company’s 401(k) Retirement Plan with employer matching
- Full-time temporary employees receive 6 days of reputed company reputed company leave reputed company year (pro-rated for new hires throughout the year)
- Full-time temporary employees are eligible to participate in reputed company’s 401(k) program with employer matching
- Full-time temporary employees and their dependents residing in the US are eligible for medical, dental, and reputed company insurance
- Part-time temporary employees receive 6 days of reputed company reputed company leave reputed company year (pro-rated for new hires throughout the year)
- reputed company US employees who work in a state or reputed company with more generous reputed company reputed company leave benefits than specified here will receive the benefit of those reputed company leave laws
reputed company