Maxwell
FinTech
SeniorProductManager,AI&Data
Neural analysis suggests this role is
optimal for Senior candidates.
“Senior Product Manager, AI & Data at Maxwell. Skills: AI product strategy, AI roadmap, Data engineering, LLM systems. Own execution directly. Build AI product function”
What You'll Achieve.
Clear AI product roadmap exists; AI roadmap executed within 90 days; AI capabilities measurably accurate; AI capabilities measurably reliable; AI capabilities measurably cost-efficient within 180 days; AI engineers productive; AI engineers unblocked; AI engineers shipping; Data engineers productive; Data engineers unblocked; Data engineers shipping; Product aligned on AI capabilities; Engineering aligned on AI capabilities; Customer Experience aligned on AI capabilities; Feature intake has defined process
Industry & Context.
Reason about pipelines; Reason about schemas; Reason about data quality; Reason about model outputs; Pressure-test ML pipelines; Root cause analysis
What They're Looking For.
Must Have
8+ years in product management, 3+ years focused on AI/ML products, Shipped AI-powered features end-to-end, Managed or mentored AI engineers, Managed or mentored data engineers, Technical fluency, Data engineering fluency, Experience with LLM-based systems, Prompt design, RAG architectures, Document intelligence, Shipped AI features quickly, Writes crisp product specs, Leads cross-functional reviews, Presents to executives, Manage peer relationships, Data-driven prioritization discipline
Nice to Have
Fintech experience, Mortgage experience, Regulated industry experience, AI systems in regulated environments awareness, Familiarity with AWS cloud AI services, Bedrock, SageMaker, Experience with document AI, Classification, Extraction, Completeness, Verification workflows, Hands-on familiarity with modern data warehouses, Snowflake, BigQuery, Transformation tools, Dbt, Product analytics tools, PostHog, Pendo, Mixpanel, SQL proficiency, Experience scaling AI product function, Experience scaling AI engineering function
What You'll Do.
Own execution directly
Build AI product function
Build AI engineering function
Define direction by shipping
Ship AI products from idea to production
Reason about pipelines
Reason about data quality
Reason about model outputs
Write sharp product specs
Pressure-test ML pipelines
Explain tradeoffs to executives
Make pragmatic decisions
Work with imperfect data
Work with evolving systems
Manage data engineers
Mentor data engineers
Get best out of technical team
Define AI product strategy
Manage AI engineers directly
Set direction for AI engineers
Remove blockers for AI engineers
Develop AI engineering team
Integrate AI into POS
Embed AI capabilities
Coordinate AI and data engineering
Design production systems
Scope production systems
Ship production systems at speed
Coordinate AI engineering
Coordinate data engineering
Align AI with product surface
Consider cost for vendors
Consider performance for vendors
Consider build vs. buy for vendors
Manage feature intake
Evaluate AI feature requests
Sequence AI feature requests
How You'll Work.
Team & Collaboration
Cross-functional teams; Peer relationships; Product teams; Engineering teams; Customer Experience teams
Communication Scope
Explain tradeoffs; Present to executives; Cross-functional reviews
Process & Methodology
Roadmap planning, Feature prioritization
Full Job Description
Who We Are Our mission is to build enterprise software and products that empower people to make mortgage lending simpler and more accessible. Maxwell was founded in 2015 by homebuyers who were shocked by the complexity of the mortgage process for borrowers and lending teams alike. Somehow, in the mix of paperwork, points, and process, the humanity and emotion of the largest financing decision of a person's life had been lost. After spending a year with over 1,000 mortgage professionals, the founding team realized we needed to focus on making the people who make a difference shine. Now, we employ a world-class team of software experts and mortgage professionals who pull up our socks every morning to do just that. We're privileged that our company has been recognized by HousingWire, Progress in Lending, MReport, and others as a leading innovator in our industry. We are a committed team doing honest work that matters in the real world — one lender, one borrower, one homeowner at a time. And it works. Today our digital mortgage platform powers hundreds of mortgage lending institutions nationwide, from non-depository mortgage banks and credit unions to brokers and community banks. We work to make them, and their employees, the real heroes who enable homeowners to achieve the American Dream. Who You Are This is a player-coach manager role. You will own execution directly and build the AI product and engineering function over time, starting with a small team reporting to you. You define direction by shipping, not by delegating. You have taken AI products from idea to production and understand how to work across data, models, and product constraints to ship reliably. You are strong on the data engineering side and can reason about pipelines, schemas, and data quality as naturally as you reason about model outputs. You can write a sharp product spec, pressure-test an ML pipeline with an engineer, and explain the tradeoffs to an executive in the same afternoon. You ship fast
Applying for this Senior Product Manager, AI & Data role?
Most applicants get filtered before a human reads their resume. See if yours makes the cut.
How to Apply on Greenhouse
- Create a Greenhouse profile before applying — it saves time across multiple applications.
- Upload your resume as a PDF; the parser handles it better than Word.
- Answer all knockout questions carefully — wrong answers auto-reject before a human sees you.
- Enable email notifications to track application status in real time.
ANONYMOUS · UNFILTERED
What do employees actually say about Maxwell?
Real rants from real employees. Read before you apply.