Machine Learning Engineer/AI Engineer

Acentra Health
McLean, United States of America
24 days ago

Role details

Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Working hours
Regular working hours
Languages
English
Experience level
Intermediate
Compensation
$ 130K

Job location

McLean, United States of America

Tech stack

Artificial Intelligence
Amazon Web Services (AWS)
Azure
Cloud Computing
Continuous Integration
Data Cleansing
Python
Machine Learning
TensorFlow
Software Engineering
Systems Integration
Management of Software Versions
PyTorch
Fast Healthcare Interoperability Resources
Large Language Models
Multi-Agent Systems
Generative AI
Scikit Learn
Information Technology
HuggingFace
Health Level Seven International
Machine Learning Operations
Virtual Agents
Api Design

Job description

Work at the intersection of applied AI, data science, and software engineering, building, optimizing, and integrating machine learning (ML) and large language model (LLM) solutions. This role emphasizes generative AI (GenAI), retrieval-augmented generation (RAG), and natural language processing (NLP) to drive innovation, improve healthcare outcomes, and create operational efficiencies., * Design, develop, and deploy LLM-powered applications (e.g. summarization, intelligent assistants, document processing, automation)

  • Strong skills in API development and system integration, with the ability to contribute across the full stack
  • Build and optimize RAG pipelines using embeddings and vector databases (e.g., Pinecone, Weaviate, FAISS)
  • Support ML pipelines including data preparation, training workflows, and deployment into applications
  • Support and implement MLOps/LLMOps practices such as CI/CD pipelines, versioning, monitoring, retraining, and governance
  • Mentor and coach engineers on best practices, solution architecture, and applied AI strategies
  • Partner with business and product teams to translate requirements into effective AI solutions
  • Stay current on advances in LLMs, GenAI, and compliance requirements (HIPAA, GDPR, FDA)
  • Read, understand, and adhere to all corporate policies including policies related to HIPAA and its Privacy and Security Rules

Requirements

The ideal candidate has experience deploying ML/LLM solutions in production, exposure to MLOps/LLMOps, and a strong ability to mentor engineers. They combine technical excellence with problem-solving skills to deliver scalable, compliant, and impactful AI solutions in the healthcare domain

  • Position is remote, but candidates based in Raleigh/Durham/Cary, NC or DC area preferred. *, * Bachelor's degree in computer science, Data Science, or related field (Master's or PhD preferred)
  • 4+ years of experience as an ML/AI Engineer with proven applied AI/LLM deployments
  • Proficiency in Python and ML/AI frameworks (TensorFlow, PyTorch, Hugging Face, scikit-learn)
  • Hands-on experience with LLMs, embeddings, vector DBs, and RAG pipelines
  • Cloud experience with AWS and Azure for deploying and managing AI systems
  • Familiarity with MLOps/LLMOps and CI/CD practices
  • Experience deploying ML/LLM systems in healthcare or other regulated environments
  • Excellent communication skills and experience mentoring and collaborating with engineers, * Experience with LangChain, LlamaIndex, or agentic AI frameworks (AutoGen, CrewAI, Semantic Kernel)
  • Exposure to multi-agent system design and implementation
  • Knowledge of healthcare data standards (HL7, FHIR) and compliance (HIPAA)

Benefits & conditions

Benefits are a key component of your rewards package. Our benefits are designed to provide you with additional protection, security, and support for both your career and your life away from work. Our benefits include comprehensive health plans, paid time off, retirement savings, corporate wellness, educational assistance, corporate discounts, and more.

Compensation

The pay range for this position is listed below.

"Based on our compensation philosophy, an applicant's position placement in the pay range will depend on various considerations, such as years of applicable experience and skill level."

About the company

Acentra Health exists to empower better health outcomes through technology, services, and clinical expertise. Our mission is to innovate health solutions that deliver maximum value and impact. Lead the Way is our rallying cry at Acentra Health. Think of it as an open invitation to embrace the mission of the company; to actively engage in problem-solving; and to take ownership of your work every day. Acentra Health offers you unparalleled opportunities. In fact, you have all you need to take charge of your career and accelerate better outcomes - making this a great time to join our team of passionate individuals dedicated to being a vital partner for health solutions in the public sector., We are a team of experienced and caring leaders, clinicians, pioneering technologists, and industry professionals who come together to redefine expectations for the healthcare industry. State and federal healthcare agencies, providers, and employers turn to us as their vital partner to ensure better healthcare and improve health outcomes. We do this through our people. You will have meaningful work that genuinely improves people's lives across the country. We are a company that cares about our employees, and we give you the tools and encouragement you need to achieve the finest work of your career.

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