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Zaimler

Zaimler

AI agents can't reason over data they don't understand. Enterprise data today is fragmented across dozens of systems with no shared context, meaning, or structure, and that's why most enterprise AI is failing. The shift from copilots to autonomous agents is creating an entirely new infrastructure layer, and we're building it.

zaimler is the context infrastructure for the agentic era: a platform that automatically discovers domain knowledge, maps relationships, and gives AI agents the semantic understanding to operate with precision at scale. Imagine knowledge graphs that support real-time inference, built for systems that need to reason, not just retrieve.

zaimler was founded by Biswajit Das (ex-VP Engineering, Truera), a Data Infra veteran and former Chief Architect at Visa, and Sofus Macskassy (ex-Director of Engineering, LinkedIn), who built one of the largest knowledge graphs in production in the industry at LinkedIn. We're a small, senior team at the seed stage, deploying with major enterprises across insurance, travel, and technology. If you want to build infrastructure that the next decade of AI runs on, we'd love to talk.

Industry
Technology

How Jack & Jill work together

Jack
I get to know what you’re great at, then find roles you’d never find yourself.
Jill
I recruit from Jack’s network and make the intro when I spot a great match.

Everything you need
to land your next job

New matches

just now
stripe

Principal Engineer

93%

Payments Infra · Remote · $320–400k

High-reliability systems

huma

Head of Engineering

96%

Series B Healthtech · London · £160–220k

Scaling eng orgs 10–40

anthropic

Engineering Lead

91%

AI Safety · SF · $300–380k

ML infra + team leadership

vercel

Staff Engineer

94%

Frontend Platform · Remote · $280–350k

Next.js + edge infra

monzo

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.

0:00
Jack

Tell me about a technical migration you led under time pressure.

0:02

I led a six-week migration of 40 services in three phases. We aligned stakeholders early and shipped two days ahead with zero downtime.

Confidence score

Strong: Clear structure, specific metrics

Improve: Add stakeholder conflict detail

Mock Interviews

Run a mock interview with Jack and get specific feedback on your stories, clarity, and answers to the hard questions. You’ll walk in with a tighter narrative and fewer surprises.

Salary Benchmark

Market 50th$155k
Your target$105k
Market 90th$220k

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.

0:00
Jack

I’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?

Career Clarity Coaching

Jack helps you get clear on what you want next, what you’re great at, and what kind of work will actually fulfil you. In one coaching call, you’ll shape your career plan with Jack’s help.

0:00
Jack
Call Ended0:00

Employer

“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

Accepted
+$20,000

Salary Negotiation Coaching

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

Jack made an introduction

Marcus, CTO at Acme, wants to chat about the Founding Engineer role. He liked your distributed systems experience.

Founding Engineer$180–240kLondon

Accept Introduction

Skipped applicationDirect to CTO2 day process

Introductions to Hiring Managers

When Jack finds a match in Jill’s network, he introduces you directly to the hiring manager. No applications. No waiting. Warm introductions to people who already want to meet you.

The numbers.

230K

Professionals working with Jack

15M

Jobs scanned every day

30hrs

Saved on average vs traditional job searching

FAQs

Ready to land your next role?

Career coaching worth $300/hour, job matching across 15 million roles, direct introductions to hiring managers. Completely free.

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