Data Hatch
Senior Software Engineer

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About Data Hatch
Data Hatch is an agentic AI company building production AI systems for regulated industries, including healthcare, insurance, and financial services. We are a Databricks and Microsoft partner, and we work with enterprise clients who need AI that actually ships: governed, auditable, and reliable enough to run in environments where mistakes carry real consequences.
We are a young, fast-moving company operating across London, Shanghai, and Italy. You will work directly with the founder and a small senior team, with real ownership over what you build.
The Role
We are looking for a Senior Software Engineer to design and deliver agentic AI systems end to end, from data platform through to production application. This is a hands-on role for someone who is comfortable owning ambiguity: you will scope solutions with clients, architect them, build them, and stand behind them in production.
What You Will Do
- Design and build production-grade AI and agentic systems for enterprise clients in regulated sectors
- Develop data and ML pipelines on Databricks and Azure, including Unity Catalog governance, orchestration, and deployment
- Build robust backend services and APIs that integrate LLMs, retrieval systems, and agent frameworks into client environments
- Own delivery quality: testing, observability, evaluation of AI outputs, and documentation appropriate for regulated clients
- Work directly with client stakeholders to scope requirements and translate them into technical designs
- Contribute to internal products and accelerators that we reuse across engagements
- Mentor mid-level engineers and contractors, and help set engineering standards as the team grows
Reasons to use Rodeo
I’m in my final year doing Economics and I don’t know whether to apply for grad schemes now or do a masters first. What do you think?
Honest answer — it depends on where you want to end up. A lot of top grad schemes (Big 4, civil service, banking) don’t need a masters. Let’s look at the ones you’d be competitive for now, and we can decide if a masters actually adds anything.
Also worth knowing: most autumn 2026 applications are open now. Timing matters more than you think.
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Grad scheme, placement, apprenticeship? Not sure what you want yet — that's fine. Your agent talks it through with you and turns "I have no idea" into a shortlist.
Graduate Consultant — 2026 Scheme
Why you're a good match
StrongYour economics background and your summer at a regional bank line up with what PwC looks for on the consulting scheme. Applications close in four weeks.
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Why you're a good match
You’ve got the grades and the economics background, and your bank internship is exactly the experience this scheme looks for. Apply soon — deadlines close within the month.
Experience fit
Your summer at the bank plus your econometrics coursework map directly to the day-one responsibilities on this scheme — client modelling, market briefings, and deal support.
Only hits
No noise. No "maybe this fits." Just roles with a clear explanation of why they're right — and where to focus when applying.
What We Are Looking For
- 5+ years of software engineering experience, with at least 2 years shipping production systems in Python
- Hands-on experience building with LLMs: prompt design, RAG, agent orchestration, evaluation, and guardrails
- Strong data engineering fundamentals: SQL, distributed data processing, pipeline orchestration
- Experience with Databricks (or strong Spark experience and willingness to certify) and at least one major cloud, ideally Azure
- Solid engineering practices: version control, CI/CD, testing, code review, infrastructure as code
- Ability to communicate clearly with non-technical stakeholders and represent technical work to enterprise clients
- Comfort in a environment where priorities shift and you are trusted to figure things out


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Nice to Have
- Experience delivering in regulated industries (healthcare, insurance, financial services) and familiarity with the compliance constraints that come with them
- Databricks or Microsoft certifications
- Experience with agent frameworks (LangGraph, Claude Agent SDK, Semantic Kernel, or similar)
- Frontend skills (React or similar) for building client-facing tools and demos
- Consulting or client-facing delivery background
What We Offer
- Competitive salary and performance-based bonus [add range to comply with posting requirements where applicable]
- Direct exposure to enterprise AI delivery at the frontier, with real production stakes
- Significant autonomy and a direct line to the founder
- Hybrid working with flexibility [confirm policy]
- The chance to shape engineering culture at an early-stage company with strong partnerships and live enterprise clients
How to Apply
Send your CV and a short note on the most interesting production system you have shipped to [email]. We would rather see what you have built than a long cover letter.
Data Hatch is the trading name of Calanna Consulting Limited. We are an equal opportunity employer and welcome applications from all backgrounds.
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