Fidelity Asset Management is looking to develop a Large Language Model (LLM)-first knowledge stack for investment professionals to process documents and support personalized assistants
Requirements
PhD or Master's in AI/ML, Computer Science or Finance (with a background in Machine learning)
Understanding of how innovative LLMs can be induced to use explicitly supplied structured and unstructured information
Grasp of logic- and ML-based AI techniques for knowledge extraction, representation and reasoning
Expertise in combining symbolic, logic-based representations with informal, text-based domain content
Deep expertise in Python, data-centric AI (ML) techniques, particularly as applied to text, tables, documents
Excellent knowledge of standard tools of the trade for machine learning engineers
Understanding of how to deliver into production GenAI applications that can reliably process information in open-ended settings
Responsibilities
Conceiving of, building and delivering first-of-a-kind knowledge-based applications
Inducing innovative LLMs to use explicitly supplied structured and unstructured information to solve domain-specific problems
Combining symbolic, logic-based representations with informal, text-based domain content to solve business problems
Delivering into production GenAI applications that can reliably process information in open-ended settings
Managing the 'exploration vs exploitation' tradeoff to deliver innovative solutions for first-of-a-kind problems
Processing all the documents of interest to analysts, including analyst reports, earnings notes, spreadsheet models, prospectuses, loan indentures, news reports, regulatory filings
Supporting the deployment of personalized assistants that can assist principals in their full range of information consumption/processing/production tasks
Other
5+ years of industrial experience
Excellent collaboration skills and ability to work as part of a team to solve deep applied problems
Ability to work onsite every other week (all business days, M-F) in a Fidelity office (for Hybrid roles)
Must be able to request an accommodation if needed, by emailing accommodations@fmr.com or calling 800-835-5099, prompt 2, option 2
Must be aware that Fidelity's business is governed by various laws and regulations, including the Securities Exchange Act of 1934, the Investment Advisers Act of 1940, etc.
