H

Hatch Tech Stack

AI-powered job marketplace matching Gen Z talent with employers

Internet Marketplace Platforms Australia, Australia 11–50 employees Founded 2018 Privately Held

Hatch operates a two-sided marketplace connecting Gen Z job seekers with employers via AI-driven matching, now actively building out internal ML and compliance infrastructure. The tech stack spans Kafka, Cassandra, OpenSearch, and Python ML libraries (scikit-learn, Claude, GPT), paired with heavy investment in data and research teams — suggesting a shift from a simple matching algorithm toward more sophisticated candidate signal extraction and model validation. Notably, projects on AI system development for investment workflows and hyper-realistic simulations hint at expanding beyond pure job matching into either recruiter tools or talent assessment.

Tech Stack 155 technologies

Core StackApache Kafka Redis PostgreSQL MySQL Kubernetes Python GitHub Django scikit-learn Apache Cassandra OpenSearch Memcached Zookeeper Meta Instagram LinkedIn X TikTok Snapchat Pinterest SQL Stripe Connect Astropy Matplotlib Pytest Sphinx SymPy GPT Claude GoHighLevel+121 more

What Hatch Is Building

◆Challenges

Retention
Lack of authentic professional software usage data
Reducing operational cost
Expanding clinic capacity
Validating ai outputs for compliance
Optimising page performance
Stay ahead of news cycle
Ensuring compliance with department regulations
Identifying profit opportunities
Datasets lack fidelity

▲Active Projects

Screen annotation and recording for ai training
Company-wide security strategy and roadmap
Culture recognition retention initiatives
Coding benchmarks development
Ai system development for investment workflows
Hyper-realistic simulations
Sales enablement material design
Benchmarking ai model capabilities in financial domains
Homepage and onsite content build
Customer onboarding

Hiring Activity

Accelerating470 roles · 220 in 30d

Department

Marketing

98

Sales

61

Engineering

48

Data

34

Finance

33

Research

32

Ops

27

Design

26

Seniority

Mid

240

Junior

116

Senior

66

Intern

19

Manager

14

Director

4

Lead

3

Notable leadership hires: Associate Director, Growth Lead, Producer Director, AI Program Lead, Strategic Development Lead

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About Hatch

Hatch is an Australian job platform launched in 2018 that uses AI to match job seekers and employers based on candidate potential and fit rather than historical job titles alone. The platform serves Gen Z job seekers and employers across multiple industries; the company cites 400,000+ active job seekers and 600+ employer customers. The hiring mix is sales and marketing-heavy (159 roles combined) with meaningful depth in engineering, data, and research functions, reflecting both go-to-market acceleration and product development velocity. Operations are based in Australia.

HeadquartersAustralia, Australia

Company Size11–50 employees

Founded2018

Hiring MarketsAustralia

Frequently Asked Questions

What is Hatch's tech stack?

Hatch uses Apache Kafka, Cassandra, PostgreSQL, MySQL, Kubernetes for infrastructure; Python, Django, scikit-learn for ML; and GPT and Claude for AI features. Data stack includes OpenSearch and Redis for search and caching.

How many Gen Z job seekers use Hatch?

More than 400,000 Gen Z job seekers are active on the platform, matching with opportunities at 600+ top employers including Qantas, Westpac, Uber, and Woolworths.