More jobs:
Project Manager, AI Engineer, Machine Learning/ ML Engineer
Job in
Campus, Livingston County, Illinois, 60920, USA
Listed on 2026-01-12
Listing for:
Infinite Computer Solutions
Full Time
position Listed on 2026-01-12
Job specializations:
-
Software Development
AI Engineer, Machine Learning/ ML Engineer
Job Description & How to Apply Below
Job Description
- Build, fine‑tune, and evaluate ML/LLM models for classification, prediction, summarization, RAG, and agentic workflows.
- Conduct experimentation, A/B testing, and performance tuning.
- Implement agentic frameworks (multi‑step reasoning, workflows, tool use).
- Integrate AI agents into orchestration layers (Drools, microservices, API gateways).
- Build domain‑specific ontologies, embeddings, vector search, and retrieval layers.
- Build ETL/ELT pipelines, feature stores, and real‑time data ingestion using Python and SQL.
- Work with structured/unstructured data including EDI, FHIR, PDFs, medical records.
- Develop secure, scalable APIs (REST/Graph
QL) for embedding AI into product workflows. - Integrate AI modules with microservices, Postgres DB, event queues, and messaging layers.
- Work closely with Dev Ops to deploy models into containerized environments (AWS, Docker, Lambda).
- Implement monitoring, guardrails, safety filters, hallucination‑mitigation and auditability.
- Ensure HIPAA, PHI, SOC2, CMS‑compliant AI operations.
- Drive MLOps best practices including CI/CD pipelines, versioning, and model governance.
- Work with product, clinical, engineering, and client teams to translate real‑world use cases into scalable AI solutions.
- Collaborate with SMEs in UM/CM, provider operations, risk, fraud, and claims workflows.
- Strong Python development (FastAPI, Lang Chain, Llama Index, PyTorch, transformers).
- Hands‑on LLM experience (OpenAI, AWS Bedrock, local models like Llama, Mistral).
- Experience with vector databases (Pinecone, PGVector, Chroma).
- Solid SQL experience (Postgre
SQL preferred). - Experience building microservices and event‑driven systems.
- Knowledge of AWS stack:
Lambda, S3, EC2, API Gateway, Step Functions. - Experience with AI agents, RAG pipelines, and orchestration frameworks.
- Familiarity with healthcare standards (FHIR, EDI 278/837/835) is a strong plus.
- Strong problem‑solving, analytical thinking, and debugging skills.
- Ability to work in fast‑paced, ambiguous, product‑driven environments.
- Excellent communication skills for cross‑functional collaboration.
- 12–18+ years of experience in AI/ML engineering or software engineering with AI integration.
- Experience in payers, providers, health tech, or regulated industries.
- Exposure to rule engines (Drools/Blaze/Sparkling Logic) and BPM/orchestration systems.
- Experience with RPA, document processing, OCR/NLP, or medical record extraction.
- Seniority level:
Mid‑Senior level - Employment type:
Full‑time - Job function:
Project Management and Information Technology - Industries: IT Services and IT Consulting
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