Applied AI/ML Sr. Associate - Small Business
Core
Develop and operate agentic AI products supporting Small Business Lending by building prompts, tool usage, memory, and routing to shape agent behavior.
Role type
Senior IC applied AI/ML scientist (agentic AI)
Builds
Agentic AI systems with LLM orchestration for small business lending
Domain
Financial services / Generative AI
Deliverable
production ML models
Required skills
Python (async, API), LLM orchestration (LangChain, LangGraph), model fine-tuning (SLMs, open-weight), evaluation frameworks (deepeval), vector databases, MLOps, PyTorch/scikit-learn
Preferred skills
Tracing observability (Arize Phoenix), RAG implementation
Technologies
LangChain, LangGraph, FastAPI, Flask, deepeval, Arize Phoenix, PyTorch, scikit-learn, vector databases
Responsibilities
Design, build, and deploy ML and generative AI solutions; Build agentic AI systems with LLM orchestration frameworks; Evaluate agent performance with golden/adversarial test sets and LLM-judge rubrics; Fine-tune SLMs and open-weight models; Implement and tune safety guardrails (prompt-injection defenses, PII handling); Partner with data scientists and product teams to turn requirements into scalable solutions; Apply MLOps practices (CI/CD, versioning, observability)
Seniority
Senior, hands-on IC
