Founding Central Data Engineer, hyperexponential
+ Equity
More information about location
2-3 days a week in office
AI-powered platform transforming risk and pricing decisions
Posted today
AI-powered platform transforming risk and pricing decisions
201-500 employees
Posted today
+ Equity
More information about location
2-3 days a week in office
201-500 employees
Company mission
To build the decision infrastructure that helps the world take on more risk with confidence.
Role
Who you are
- What you’ll need to have done:
- Built and run a Databricks-style platform with medallion layers, Unity Catalog, RBAC, SLAs, cost tuning and runbooks that served as a company’s primary data environment
- Delivered multi-domain models linking product/platform, finance, people and GTM data into coherent entities and certified metrics, including revenue reconciliation and historical tracking
- Created production-grade data pipelines using SQL, Python, Spark and Git workflows with tests, alerts, logging and documentation that elevated engineering quality across a team
- Built at least one real-world RAG or vector search system using embeddings, thoughtful chunking, metadata, evaluation and safe retrieval patterns
- Used data as software: robust CI, clear acceptance criteria, debugging discipline, observability, dev-to-prod promotion and well-maintained runbooks
- Served as an early or founding data hire, translating messy questions from senior leaders into clear designs, spotting systemic issues and raising the quality bar beyond your core remit
What the job involves
- Data sits at the heart of hx’s mission to reinvent how insurers understand, price, and take risk. As we expand globally and deepen our AI capabilities, the need for trustworthy, unified, and AI-ready data becomes a core strategic advantage
- The Central Data team is being built to provide that foundation: a single lakehouse, a shared semantic layer, and a set of retrieval and embedding capabilities that power everything from exec dashboards to agentic workflows. This team partners closely with product, FP&A, people, customer success, and GTM to define and deliver the company’s central source of truth
- As the Founding Central Data Engineer, you will shape this team’s standards, architecture, and culture. You will design and own the full stack of hx’s data platform and build the systems that underpin analytics today and AI systems tomorrow
- Designing, building and owning hx’s Databricks lakehouse, including workspaces, clusters, Unity Catalog, medallion architecture, Delta tables, RBAC and cost controls, becoming the central source of truth for the company
- Implementing robust ELT pipelines (Spark, dbt or similar) with tests, documentation, CI and monitoring to deliver daily freshness and agreed hourly SLAs with ≤4h recovery for critical data
- Modelling cross-domain Gold entities and certified metrics across customers, usage, pricing, finance, people and GTM with clear grain, history and reconciliation paths that power all exec and board reporting
- Building hx’s first embedding, vector and retrieval layer over curated tables and documents, enabling live RAG and agent workflows such as premium explanations, version tracing and automated KPI summaries
- Establishing data contracts, data quality checks, audit and observability patterns so teams can trust, debug and self-serve confidently across the platform
- Acting as a founding partner to product, FP&A, people and GTM by unblocking ambiguous data problems, setting data standards from scratch and driving the company’s AI readiness
Application process
- Initial call with our Talent team to kick things off (30 minutes)
- Manager Interview (60 minutes)
- Skills Assessment (60 minutes)
- Values Interview (60 minutes)
- We offer!
Salary benchmarks
Our take
hyperexponential was created to provide modelling software to help people and businesses build, deploy and manage analytical models that work with small, sparse and fragmented datasets. Its goal is to make teams more agile, collaborate more deeply, and work more productively.
hyperexponential's pricing and data-driven decision-making software is built for the speciality and commercial insurance markets. The product has broad applications, but the company's initial focus is on speciality insurance, a sector the founders know well, having worked there for more than a decade.
The company's making a name for itself too, working with some of Europe's biggest insurers to transform how pricing decisions are made. And its newest launch, hx AI, blends powerful AI with its core platform to help insurers build smarter models, faster. It's a strong signal that hyperexponential is not just growing, but ready to lead the way.
Freddie
Company Specialist at Welcome to the Jungle
Insights
Company
Funding (2 rounds)
Jan 2024
$73m
SERIES B
Jun 2021
$18m
SERIES A
Total funding: $91m
Company benefits
- £5,000 for individual and group training and conference budget
- 25 days holiday plus 8 bank holiday days (33 in total)
- Company pension scheme via Penfold
- Mental health and therapy provision via Spectrum.life
- Individual wellbeing allowance via Juno
- Private healthcare insurance through AXA
- Top-spec equipment (laptop, screens, adjustable desks, etc)
- Regular remote & in-person hackathons, lunch & learns, socials and games nights
- Team breakfasts and lunches, snacks, drinks fridge, fun office @ The Ministry
Company values
- We are owners - We help move hyperexponential forward without being told
- We push boundaries - We keep going for ourselves and our customers when most would stop
- We grow - We learn deeply, by making things. We improve through data and insights
- We go deeper - We apply a thoughtful and customer centric mindset to all we do
- We do the right thing - We are usually nice, never disrespectful, and always kind
Company HQ
London, UK
Articles
Leadership
Amrit Santhirasenan
(Co-Founder & CEO)CompSci at the University of York, qualified Actuary and previous Head of Pricing and Analytics of Tokio Marine Kiln, one of the largest managing agents at Lloyd’s.
People progressing
They joined hyperexponential in 2020 when the company still had a fairly small Engineering team. They were given the opportunity to step in as a Team Lead and ended up being one of the first Team Leaders within ProdEng.
Charlotte joined hx in 2022 and progressed from Project Manager to Delivery Lead, now driving strategic programmes and helping scale how we deliver cross-functional work.
Diversity, Equity & Inclusion at hyperexponential
Rotem Ben-David (Head of People Operations & Performance)
- We are committed to diversity and equal opportunity. We believe that the more inclusive we are, the better our work and culture is. We are not yet where we want to be in terms of balance, but it is our mission to build a team that represents a variety of backgrounds and perspectives and we are working hard towards that goal.
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