13 часов назад
Forward Deployed Engineer (Production LLM Systems)
86 000 - 110 000GBP
Мэтч & Сопровод
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Описание вакансии
Текст:
TL;DR
Forward Deployed Engineer (Production LLM Systems) (Python/LLM): Building and deploying production AI systems that automate business workflows and deliver customer-facing features with an accent on Python pipelines, model integration, evaluation, safety, and cost control. Focus on taking prototypes into reliable production, designing guardrails and monitoring, and turning project patterns into reusable engineering tools.
Location: London, United Kingdom; hybrid
Salary: £86,000–£110,000 per annum
Company
is hiring for a well-established UK business in a regulated sector that is building a dedicated AI engineering team.
What you will do
- Partner with business teams to define, design, build, and deploy AI solutions for operational problems.
- Take prototypes through to stable production systems with clear ownership and measurable results.
- Build Python pipelines combining deterministic processing with LLM calls, orchestration, structured output, tool use, agents, and RAG.
- Deploy data science models into customer-facing production, including serving, integration, monitoring, and alerting.
- Implement evaluation, guardrails, PII handling, prompt-injection protection, human-in-the-loop workflows, and cost controls.
- Turn successful project patterns into shared tools, safe defaults, and reusable business systems.
Requirements
- 5+ years of software engineering experience with ownership of production systems.
- Production Python experience as a primary programming language.
- Experience building and shipping LLM-based systems that have operated in production.
- Experience designing evaluation sets, measuring LLM accuracy, and regression-testing prompts and workflows.
- Practical experience with safety, including PII handling, data boundaries, prompt-injection awareness, and human-in-the-loop design.
- Experience with CI/CD, containerisation, monitoring, alerting, and data processing pipelines.
Nice to have
- Experience as a consultant, forward deployed engineer, or internal platform engineer working directly with non-engineering users.
- Experience improving LLM performance and affordability through model selection, caching, or batching.
Culture & Benefits
- Work in a dedicated AI engineering team within a regulated UK business.
- Collaborate with specialist engineers and data scientists while building long-term internal capability.
- Develop AI systems used in everyday business operations and customer-facing products.
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