Senior Agentic AI / Machine Learning Consultant

Vertical Relevance

$130K — $180K *
Enterprise Technology
8 - 10 years of experience
Job Overview by Ladders

Qualifications

  • 10+ years of experience building and deploying ML/AI solutions in cloud environments (AWS, GCP, Azure)
  • Strong expertise in retrieval-augmented generation (RAG) systems and optimization techniques
  • Proficient with vector databases and hybrid search methods
  • Knowledge of designing knowledge graphs and entity resolution
  • Expert in programming languages Python and R
  • Experienced with large language model (LLM) platforms such as OpenAI and Anthropic
  • Strong communication skills and client-facing experience.

Responsibilities

  • Deliver end-to-end ML/AI solutions from problem framing through deployment and monitoring.
  • Design scalable AI/ML architectures utilizing AWS, Azure, and GCP services.
  • Optimize retrieval-augmented generation (RAG) pipelines including chunking, embeddings, hybrid search, and re-ranking.
  • Design and implement knowledge graphs and ontologies.
  • Build data ingestion pipelines for both structured and unstructured data.
  • Deploy solutions using AWS tools such as SageMaker and OpenSearch.
  • Ensure compliance with PHI/PII data security requirements.
  • Mentor team members and contribute to the company's technical thought leadership.

Benefits

  • Opportunity to work on cutting-edge technologies and solutions.
  • Collaborative environment with cross-functional teams.
  • Mentorship and professional development opportunities.
  • Potential to influence impactful business outcomes for various clients.
  • Flexibility to work in the evolving NY Metro Area job market.
Full Job Description
Vertical Relevance is seeking an Agentic AI/ Machine Learning Consultant to join our team. In this role, you will be responsible for the end-to-end design, development, and deployment of advanced ML/AI solutions. You'll work closely with clients to deliver impactful outcomes, leveraging Cloud services and cutting-edge technologies in the NY Metro Area.

As an Agentic AI/Machine Learning Consultant, you will collaborate with cross-functional teams to implement technical solutions that solve complex business challenges. This position requires strong technical expertise, excellent communication skills, and a passion for driving customer success.

Key Responsibilities
  • Experience delivering end-to-end ML/AI solutions from problem framing through deployment and monitoring from a consultant perspective.
  • Design scalable AI/ML architectures using AWS, Azure, and GCP services.
  • Optimize RAG pipelines including chunking, embeddings, hybrid search, and re-ranking.
    • Design and implement knowledge graphs and ontologies.
    • Build data ingestion pipelines for structured and unstructured data.
    • Deploy solutions using AWS tools such as SageMaker, Bedrock, Lambda, and OpenSearch.
    • Implement self-hosted embedding models in secure environments.
    • Ensure compliance with PHI/PII data security requirements.
    • Collaborate with cross-functional teams and act as a technical advisor.
    • Mentor team members and contribute to technical thought leadership.
    Required Qualifications
    • 10+ Experience building and deploying ML/AI solutions in AWS, GCP, or Azure.
    • Strong expertise in RAG systems and retrieval optimization.
    • Experience with vector databases and hybrid search techniques.
    • Knowledge of knowledge graph design and entity resolution.
    • Expert in Python and R.
    • Experience with LLM platforms such as OpenAI, Anthropic, or Gemini.
    • Strong communication and client-facing skills working with Clients.
    • Linkedin Profile with Picture.
    • ID might be requested for technical interviews and tests.
    Preferred Qualifications
    • Experience with Amazon Neptune or other graph databases a must.
    • Familiarity with information retrieval metrics.
    • Experience with self-hosted embeddings.
    • Healthcare domain knowledge (payer/claims).
    • Experience with agentic AI frameworks such as LangGraph or MCP.

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