What are the responsibilities and job description for the Artificial Intelligence Engineer position at Creed Staffing?
Job Title: Applied AI Engineer (F2F Required)
Work Location: New York, NY (Hybrid)
Duration: 12 Months Contract
Local candidates Only & F2F interview.
Experience Required
- Designing and operating GenAI orchestration frameworks in production beyond vendor examples (e.g., LangChain systems).
- 5 years of strong front-to-back engineering experience, focusing on AI ML platforms and workflows (Python or Java).
- Proven experience building and operating production grade GenAI / LLM platforms, applying patterns such as RAG, tool/function calling, agentic workflows, and validated structured outputs.
- Strong LLMOps expertise, including evaluation harnesses, prompt and version management, regression testing, observability, and reliability measurement in production systems.
- Hands on experience building AI-first data ingestion pipelines with measurable quality, accuracy, and reliability.
- Advanced retrieval experience advanced vector search, including multi vector and late interaction approaches (e.g., ColBERT, chunking), multi stage retrieval pipelines, metadata filtering, reranking.
- Solid understanding of evaluation metrics and how they shape practical RAG system design (e.g., recall vs precision, latency vs quality, MRR, NDCG).
- Experience operating GenAI systems through real production failures (model regressions, retrieval degradation, prompt drift, data quality issues) and designing mitigation strategies.
- Nice to Have Fixed Income or Institutional Lending domain experience. Experience working in regulated environments with strong audit and control requirements.
- Familiarity with enterprise security, data governance, and entitlement models. Experience designing reusable internal platforms or shared developer tooling.
- Frontend experience is beneficial (Angular or React)