Staff AI Engineer
Modernizing Medicine, Inc.17 hours ago
Hyderābād, IndiaStaff+
Responsibilities
- Architect and implement production-grade LLM, Generative AI, and Agentic AI solutions for healthcare and medical-practice workflows.
- Build RAG pipelines, AI agents, orchestration, tool calling, document intelligence, and intelligent automation end to end.
- Develop approaches for LLM evaluation, grounding, guardrails, observability, security, latency, cost optimization, and reliability.
- Apply prompt engineering, model selection, fine-tuning, retrieval strategies, and machine-learning techniques to specialty-specific healthcare problems.
- Define reusable AI engineering patterns, architecture standards, and best practices across AI initiatives.
- Partner with Product, Engineering, Data Science, and healthcare domain experts to influence technical direction and deliver AI initiatives.
- Mentor engineers, conduct technical design reviews, and improve organizational AI and engineering maturity.
- Promote secure, explainable, governable, privacy-conscious, compliant, and responsible AI solutions.
Requirements
- 8+ years of experience in AI/ML, Machine Learning, Data Science, or Software Engineering, including significant hands-on experience building production AI systems.
- Deep hands-on experience with LLMs, Generative AI, RAG, prompt engineering, embeddings, vector search, and AI agents.
- Strong Python skills and experience with modern AI/ML frameworks such as PyTorch, Hugging Face, LangChain, LangGraph, or LlamaIndex.
- Ability to design scalable and reliable AI/ML architectures and translate ambiguous business problems into production-ready technical solutions.
- Strong software engineering fundamentals including APIs, distributed systems, testing, CI/CD, observability, and production operations.
- Experience deploying AI/ML solutions at scale on AWS or equivalent cloud platforms, with platforms such as Databricks, MLflow, or SageMaker.
- Understanding of LLM evaluation, hallucination mitigation, grounding, model quality, and AI observability.
- Ability to influence architecture and technical direction, mentor engineers, and lead complex initiatives without direct people-management responsibility.
- Experience with multi-agent or agentic AI systems, orchestration, planning, memory, and tool use is a bonus.
- Experience with document intelligence, OCR, document classification, information extraction, or multimodal AI is a bonus.
- Healthcare AI, clinical workflows, medical data, revenue cycle management, billing, claims, FHIR, HL7, X12/EDI, HIPAA, healthcare data privacy, AI security, or responsible AI experience is a bonus.
- Familiarity with foundation models such as OpenAI, Anthropic, Llama, or Mistral and with optimizing LLM inference cost, latency, scalability, and reliability is a bonus.
Benefits
- Complimentary office lunches and dinners on select days, plus healthy snacks.
- Comprehensive health, accidental, and life insurance coverage, including family members, at no cost to employees.
- Annual wellness allowance.
- Earned, casual, and sick leave, plus bereavement, extended medical, paid parental, celebration, and company-paid holiday leave.
- The posting describes an office-based benefit program but does not specify a remote or hybrid work arrangement.
Categories
About Modernizing Medicine, Inc.
Modernizing Medicine (ModMed) builds a specialty-specific, cloud-based platform for medical practices that integrates electronic health records, practice management, revenue cycle management, analytics, and patient engagement tools. The company sells its software and services on a subscription and services basis to outpatient specialties such as dermatology, ophthalmology, orthopedics, and gastroenterology. Founded in 2010 and headquartered in Boca Raton, Florida, ModMed is privately held and backed by Clearlake Capital Group.