Ncounter Technology Recruitment
Python Developer

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Python Engineer
Ncounter is working with a technology consultancy expanding its AI engineering capability across major law enforcement and public sector transformation programmes. We are looking for an experienced Python Developer who has moved beyond experimenting with Generative AI and has genuine experience engineering LLM-powered solutions for production environments.
Working within multidisciplinary consulting teams, you will help organisations explore how AI can improve complex operational processes, information discovery and decision support. You will take ideas from discovery and prototype stages into secure, reliable services, working alongside architects, consultants and frontend engineers.
What you'll be doing:
- Engineer Python backend services and APIs using FastAPI and asynchronous development patterns
- Design and integrate LLM capabilities using OpenAI, Azure OpenAI or comparable foundation models
- Build practical RAG, enterprise search and document intelligence solutions using embeddings and vector databases
- Develop prompt strategies while managing production considerations including latency, cost, retries and rate limits
- Explore agentic workflows and LLM orchestration using LangChain or similar frameworks
- Work with consultants and customer stakeholders to translate operational problems into practical AI solutions
- Improve security, testing, observability and reliability across deployed applications
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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Every day your agent scans the market matching roles against what actually matters to you, not just keywords on a CV.
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're looking for:
- 5+ years' commercial Python engineering experience, including production backend systems
- Strong FastAPI, REST API, async Python, PostgreSQL and SQL experience
- Demonstrable experience integrating LLMs into real applications, rather than purely personal or experimental projects
- Strong Docker, Kubernetes/OpenShift, CI/CD and pytest knowledge
- Experience working with large codebases and improving existing services safely
- Knowledge of Azure, RAG, pgvector, Chroma, FAISS, Entra ID, OAuth/OIDC, Redis, Terraform, Prometheus or OpenTelemetry would strengthen your application.


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Current or recently held SC clearance is required.
For an AI-focused Python Engineer looking to combine deep technical work with consultancy exposure and challenging public sector problems, contact Ncounter to discuss the opportunity.
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