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GenAI ML Engineer

GenAI ML Engineer

Bickham Services Unlimited, LLCHouston, TX, US
30+ days ago
Job type
  • Full-time
Job description

Job Description

Job Description

Salary : Description :

We are seeking a highly motivated GenAI ML Engineer with a foundation in Computer Engineering and 2-4 years of experience in building Generative AI applications. The ideal candidate should have exposure to healthcare data, Medicare Advantage standards (CMS), and a strong understanding of modern engineering processes including Agile methodologies, Jira, and Confluence. Familiarity with Google Cloud Platform (GCP), Vertex AI, Gemini models, and agentic AI frameworks is a strong plus.

What You Will Do :

  • Develop and deploy GenAI models on GCP (Vertex AI) for healthcare applications.
  • Implement Retrieval-Augmented Generation (RAG) pipelines to enhance model performance using external knowledge bases.
  • Build and maintain agentic frameworks to allow autonomous and task-driven AI behaviors.
  • Customize foundation models (e.g., Gemini, PaLM) to healthcare-specific use cases.
  • Perform advanced prompt engineering, including prompt tuning, few-shot, and chain-of-thought techniques, to optimize LLM performance.
  • Collaborate with healthcare domain experts to align models with CMS and Medicare Advantage requirements.
  • Participate in Agile ceremonies and maintain documentation in Confluence.
  • Ensure compliance with HIPAA and CMS standards for healthcare data handling.

You Will Be Successful If :

  • Self-motivated, proactive, and capable of thriving in a fast-paced, agile startup environment with minimal supervision.
  • Demonstrates strong ownership of tasks and deliverables, acting as a task master.
  • Eager self-learner who stays current with emerging technologies and industry trends.
  • Excellent communication skills, both written and verbal, to effectively collaborate across multidisciplinary teams.
  • What You Will Bring :

  • Bachelor's degree in Computer Engineering or equivalent.
  • 2+ years of experience in GenAI / ML engineering.
  • Strong programming skills in Python and experience with GenAI libraries (e.g., HuggingFace, LangChain, OpenAI APIs).
  • Hands-on experience with RAG architectures, agentic AI systems, and model fine- tuning / customization.
  • Familiarity with GCP services like Vertex AI, BigQuery.
  • Strong expertise in prompt engineering strategies for maximizing LLM performance.
  • Understanding of Agile processes and tools like Jira and Confluence.
  • Healthcare and Medicare Advantage domain experience.
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