Generative AI Scientist for Financial Research

AllianceBernstein; Nashville (TN); Vor Ort; USD 110.000 - 160.000; Vollzeit

Zusammenfassung

AllianceBernstein’s Data Science team in Nashville partners with investment professionals, research analysts, and technology teams to develop AI, ML, and quantitative solutions that enhance research productivity, investment decision‑making, and operational efficiency.

The role focuses on building production‑ready generative AI apps, forecasting and predictive models, and scalable data pipelines, with opportunities to influence governance, monitoring, and cross‑functional impact across the firm.

Qualifikationen

• 2+ years of experience deploying ML/AI solutions in production.
• Strong Python skills and production-grade, well-tested code.
• Solid grounding in machine learning, statistical modeling, and predictive analytics.
• Hands-on Generative AI experience, including LLMs, embeddings, retrieval systems, prompt engineering, and LLM evaluation.

Aufgaben

• Build Generative AI applications. Design and deploy LLM-powered systems, including retrieval-augmented generation (RAG), intelligent agents, and multi-step agentic workflows that automate complex research and analytical tasks.
• Develop quantitative and predictive models. Create forecasting, ranking, and predictive models from structured and unstructured data to support investment research, portfolio management, and risk analysis.
• Take solutions to production. Build scalable software and data pipelines, and set up evaluation, monitoring, observability, and governance so models stay reliable and deliver measurable business value.
• Partner with the business. Work with investment, operation, and distribution teams to turn business problems into practical, well-scoped AI solutions.
• Advance the firm's AI capabilities. Evaluate emerging research and tools, prototype promising approaches, and lead their adoption across the organization.

Kenntnisse

Python

ML in production

Generative AI

LLMs

Embeddings

Prompt engineering

APIs

Communication

Ausbildung

Bachelor's degree in a related quantitative field

Master's degree

PhD

Tools

LangGraph

LlamaIndex

Jobbeschreibung

AllianceBernstein’s Data Science team in Nashville partners with investment professionals, research analysts, and technology teams to develop AI, ML, and quantitative solutions that enhance research productivity, investment decision‑making, and operational efficiency.

The role focuses on building production‑ready generative AI apps, forecasting and predictive models, and scalable data pipelines, with opportunities to influence governance, monitoring, and cross‑functional impact across the firm.