Senior Product Manager, Applied AI — Financial Markets

London Stock Exchange$126K — $211K *
Finance & Insurance
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • 4–8 years of product development experience with 2+ years focused on AI/LLM-powered products.
  • Deep understanding of how intelligent systems represent, learn, and make decisions.
  • Active engagement with the AI research field; familiar with recent papers and emerging tools.
  • Proficiency in modern AI technologies including LLMs, RAG, and evaluation frameworks.
  • Track record of unconventional thinking that led to successful products or prototypes.
  • Financial markets knowledge is an advantage but not required.

Responsibilities

  • Shape and drive product strategy and delivery from discovery to launch.
  • Develop insights into user reasoning and decision-making to enhance product outcomes.
  • Identify strengths and limitations of AI in current market workflows, supported by evidence.
  • Formulate and rapidly prototype product hypotheses, validating them through data.
  • Establish responsible shipping practices in a regulated financial environment, including evaluation standards and auditability.
  • Stay updated on advancements in AI and cognitive science, integrating new insights into product development.

Benefits

  • Annual Wellness Allowance
  • Paid time-off
  • Medical, Dental, and Vision insurance
  • Flex Spending & Health Savings Accounts
  • Prescription Drug plan
  • 401(K) Savings Plan with company match
  • Life insurance and disability benefits
  • Emergency backup dependent care assistance
  • Adoption assistance and commuter assistance programs.
Full Job Description

We're hiring someone to lead applied AI products for our markets business — and we're looking for a specific combination that's rare by design. We believe the next generation of products in this space will be built by people who understand intelligence itself — how humans and machines represent problems, form judgments under uncertainty, and decide — and who have proven they can turn that understanding into products that ship, scale, and sell. If you've made the journey from studying how minds or models work to building things people rely on every day, this role was written for you.

What you'll do

  • Shape and drive strategy, roadmap, and delivery for your AI product area — from user discovery through production launch and commercial outcomes.
  • Develop a rigorous understanding of how our users reason and decide, and translate it into AI products that measurably improve their outcomes.
  • Identify where modern AI genuinely beats conventional approaches across markets workflows — and where it doesn't. We expect evidence, not enthusiasm.
  • Form your own product hypotheses, prototype them quickly, and back the ones the data supports.
  • Ship responsibly in a regulated environment: define evaluation standards, guardrails, and auditability appropriate to financial markets.
  • Stay close to the research frontier — in AI and in the science of cognition and behavior — and bring what's coming into our thinking early.

What you bring

  • 4–8 years building and shipping products, with 2+ years on AI/LLM-powered products in production. We need someone who has owned outcomes in a commercial setting, not only studied the problem.
  • Genuine depth in how intelligent systems — human or artificial — represent, learn, and decide. This might come from graduate study or research in ML, cognitive science, computational neuroscience, behavioral economics, or HCI; from publication-grade independent work; or from years of serious, demonstrable engagement with the science. We will probe this in interviews.
  • Current engagement with the field: you read the papers, experiment with new models and tools as they emerge, and hold informed opinions about where this is going.
  • Fluency in modern AI building blocks (LLMs, RAG, agents, evals), with the hands-on instinct to prototype your own ideas.
  • Evidence of unconventional thinking that worked — a result, product, or prototype where you saw something others missed.
  • Financial markets knowledge is a plus, not a prerequisite. The domain is teachable; the way you think is not.

Nice to have: an advanced degree or publications in ML, neuroscience, cognitive science, or a related field; experience with financial data, analytics, or other regulated/high-stakes domains; a portfolio of side projects or prototypes

Career Stage:

Manager

Compensation/Benefits Information:

LSEG is committed to offering competitive Compensation and Benefits. The anticipated base salary for this position is $126,900 - $211,500.

Please be aware base salary ranges may vary by geographic location, city and state. In addition to our offered base salary, this role is eligible for our Annual Incentive Plan (AIP/”bonus plan”). Target AIP rates will be commensurate with role level and posted career stage. Individual salary will be reflective of job related knowledge, skills and equivalent experience. LSEG roles (excluding internships and part-time roles of less than 20 hours per week) are typically eligible for inclusion in our LSEG Benefits program, which includes offerings of: Annual Wellness Allowance, Paid time-off, Medical, Dental, Vision, Flex Spending & Health Savings Options, Prescription Drug plan, 401(K) Savings Plan and Company match. LSEG’s Benefits plan also includes basic life insurance, disability benefits, emergency backup dependent care, adoption assistance commuter assistance etc.

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