Adam Florence, PhD

Observer
DISC Type : ic

Senior Director - Data Science at Ally

Charlotte, North Carolina, United States

Overview

Adam Florence, PhD, is a leader in data science and advanced analytics at Ally, specializing in Generative AI, machine learning, and quantitative finance. With a PhD in Computer Science from Cornell University, he directs teams in developing and implementing enterprise-wide AI capabilities, shaping strategy, and translating complex technical concepts into actionable business priorities.

He has led pioneering proof-of-technology work exploring quantum computing for financial portfolio optimization.

Personality Overview

Value Driven

Example Seeker

Curious

They ask a lot of questions and rely heavily on information and collaterals.  They are generally good communicators and can be hard to convince. They can sound friendly and charming but can quickly change gears to become inquisitive and probing.

Topics They Care About

Quantum Computing
Co-authored white papers and led Ally's exploration into using quantum-inspired algorithms for financial portfolio optimization, demonstrating a forward-looking technological focus.
Generative AI Strategy
Leads teams responsible for deploying enterprise GenAI capabilities, including fine-tuning, RAG, coding assistants, and document summarization for financial services.
Quantitative Modeling
His background as a Quantitative Finance Manager at Bank of America and current data science role show a deep, long-term expertise in financial mathematics and modeling.

Media Appearances

Adam has no verified media appearances

Work History

5-2024 - 12-2025
Senior Director - Data Science at Ally
5-2022 - 5-2024
Director - Data Science Lead at Ally
12-2020 - 5-2022
Director - Data Science at Ally
2020 - 2020
Scientific Software Engineer at Stellar Science Ltd Co
1-2001 - 12-2019
Managing Director - Quantitative Finance Manager at Bank of America

Education

1996 - 2001
Doctor of Philosophy (Ph.D.) from Cornell University
1992 - 1996
Bachelor of Science (BS) from Virginia Tech

More Information

Social Presence :

Prographics :

Exp : 24 Location : Charlotte, North Carolina, United States Job Level : Senior Designation : Senior Director - Data Science at Ally
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Insights For Selling To Adam

During A Call Or A Meeting

DO's

  • Help them understand the risk aspect fully while inspiring confidence
  • Share testimonials from known people and give multiple examples of product value
  • Be prepared for a lot of questions, answer them objectively

DONT's

  • Avoid making offhand commitments
  • Don’t brush off any concerns, take all questions seriously
  • Don’t be too objective but make sure to pad your storytelling with data points

When Cold Calling

When Writing An Email

While Negotiating & Closing

    The secret to closing fast with Adam is

  • Proven value, strong testimonials are important for them, rapport can impact decisions a little.
  • Will you ever get a clear answer from Adam

  • They are practical and friendly, don't expect a clear-cut response often.

Insights For Deal Planning

    How fast (or slow) will Adam move?

  • They like to be detailed and take their time to arrive at decisions.
  • Can Adam take some risk or not?

  • They weigh all decisions systematically and are unlikely to take many risks.

You And Adam

Personality Compatibility


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