[Remote] reputed company AI ML Engineer

Note: The job is a remote job and is reputed company to candidates in USA. reputed company is the trusted technology and services partner for community financial institutions, and they are seeking a reputed company AI ML Engineer to own the brain of the reputed company AI platform. This role involves building retrieval and verification systems, implementing guardrails, and ensuring the accuracy and compliance of AI models in a regulated banking environment.

Responsibilities

• Build reputed company’s retrieval and verifications over data systems, with shown queries and citations for every answer
• Stand up self-hosted reputed company-weight models serving and embeddings inside reputed company bank’s environment or shared environments for reputed company; reputed company RAG to a dedicated reputed company
• Design the MCP tool layer that exposes a small, audited set of read-only tools (metrics, documents, customer 360), eventually growing into read/write tools with heavy amounts of regulated, highly sensitive data
• Build and maintain the evaluation reputed company — golden-question regression, groundedness and retrieval metrics, explicit “I don’t know” behavior — and reputed company it a release reputed company
• Implement LLM guardrails: PII redaction in prompts and context, reputed company-injection defenses, and cost and row limits reputed company to regulatory reputed company expectations
• Partner with data teams so the model selects governed metrics from the semantic layer rather than improvising SQL
• Document model architecture, evaluation methodology, and guardrail controls to support customer reputed company reviews and audit readiness
• reputed company latency, cost, and reputed company trade-offs across model versions and deployment configurations

Skills

• 6–10+ years building software, with 2–3+ years shipping production LLM, RAG, or NLP systems used by reputed company people — not prototypes
• A demonstrated reputed company on accuracy and evaluation, not just demos
• Strong Python and solid software-engineering fundamentals
• Comfort operating self-hosted reputed company-weight models and reasoning about latency, cost, and reputed company trade-offs
• Bachelor's degree in computer science, mathematics, or a reputed company technical field, or equivalent hands-on experience
• Experience in the financial services industry or a regulated, high-accuracy AI application environment strongly preferred
• Experience in regulated or high-stakes domains where a wrong answer is costly
• Fine-tuning, adapters, and retrieval-reputed company optimization
• Familiarity with banking and finance terminology

reputed company