Model ML offers an AI-powered workspace built specifically for the financial services industry, including private equity firms, investment banks, and corporate development teams. The platform automates complex and repetitive financial research tasks such as analyzing deal documents, extracting comparable transaction data, market mapping, commercial due diligence, and generating tailored insights. By integrating with sources like PitchBook and Crunchbase, and leveraging advanced AI for data extraction and analysis, Model ML enables finance professionals to conduct faster and more precise due diligence, benchmarking, and market intelligence. The platform emphasizes auditability and compliance, allowing users to control data provenance and source selection. Founded in 2023, Model ML operates from San Francisco and London, serving clients across the financial sector.
Jack helps you find life-changing roles at companies like 
Model ML
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Open roles at Model ML
Talk to Jack and he’ll help you get considered for the roles below, or anything else that fits what you’re looking for.
Operations Role
This is an operations role at Model ML, a fast-growing enterprise AI platform in London, working directly with the founders. You will build the internal operating system and decision infrastructure to enable rapid, informed leadership execution. Ideal candidates have 4-6 years in consulting, banking, or high-growth startup operations and want to become a world-class company builder rather than a.
Product Designer
As Product Designer, you will own the end-to-end UX for Model ML in London, crafting data-rich interfaces used by PE firms and investment banks. You will work directly with the founding team to shape the future of agentic AI in finance and ship high-ownership work in a fast-paced.
Platform Engineer
As a Platform Engineer in London at Model ML, you will architect the cloud infrastructure powering AI workflows. The role offers a high-impact opportunity to own the Azure and Kubernetes stack and drive SOC 2 readiness.
Engagement Manager
Engagement Manager at Model ML leads enterprise client delivery. This role offers the opportunity to apply 5+ years of high-stakes experience to deploy AI workflows for top firms.
How Jack & Jill work together
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New matches
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Principal Engineer
93%Payments Infra · Remote · $320–400k
High-reliability systems
Head of Engineering
96%Series B Healthtech · London · £160–220k
Scaling eng orgs 10–40
Engineering Lead
91%AI Safety · SF · $300–380k
ML infra + team leadership
Staff Engineer
94%Frontend Platform · Remote · $280–350k
Next.js + edge infra
Senior Backend Engineer
98%Digital Banking · London · £130–180k
Distributed systems + fintech
Job Search On Autopilot
Jack gets to know you through a conversation and searches 15 million jobs daily. You tell Jack yes or no, and he gets smarter about what you’re looking for with each response.
JackTell me about a technical migration you led under time pressure.
I led a six-week migration of 40 services in three phases. We aligned stakeholders early and shipped two days ahead with zero downtime.
Strong: Clear structure, specific metrics
Improve: Add stakeholder conflict detail
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Salary Benchmark
Base
$155k
Equity
$40k
Bonus
$15k
Based on Senior Engineer roles in London, Series A-B startups.
Salary Benchmarking
Jack shows you what ‘good’ looks like for your role, level, and location based on thousands of real jobs to inform your negotiation.
JackI’ve been a senior engineer for 3 years. Should I push for Staff or move into management?
That’s the right question to ask at this stage.
Let’s compare both paths: compensation, day-to-day work, and long-term fit.
First, what energised you more this year: technical problem-solving or people leadership?
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JackEmployer
“We can offer $128,000 base salary.”
Jack
Below P50. Counter at $148k: they’ve run 4 rounds, they won’t walk.
You said
$148,000
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Jack helps you build a negotiation plan with data and specific language you can use. Know when to push, what to ask for, and how to respond without damaging the relationship.
Introduction
Jack made an introduction
Marcus, CTO at Acme, wants to chat about the Founding Engineer role. He liked your distributed systems experience.
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Jobs scanned every day
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