£•••kLLM EngineermidLondon, England, UKonsitefulltimeTechnology, Information and InternetLLM trainingLLM fine-tuningmulti-agent systemssimulation environmentsmodel architecture designposted 16 Jul
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Job Title
ML Engineer
Salary
£90k-£100k + Equity
Company Description
Valteros is a London-based defence startup building multi-agent modelling platforms to simulate and counter information warfare threats at the intersection of LLMs and national security.
Job Description
As a founding ML Engineer at Valteros, you will design architectures and run training pipelines for LLMs within multi-agent simulation environments. This hands-on role involves building and fine-tuning models from the ground up to address cognitive security challenges, moving beyond simple API wrapping to create foundational national security technology.
Location
London, UK
Why this role is remarkable
* Foundational impact as an early engineer shaping the technical architecture of a high-stakes defense platform from the ground up.
* Work on the frontier of cognitive security, addressing one of the most under-resourced and critical areas of national defense.
* Join a high-calibre team tackling complex multi-agent simulations using proprietary LLM training and fine-tuning pipelines.
What You Will Do
* Design and implement custom LLM architectures and training pipelines specifically for multi-agent simulation environments.
* Fine-tune large language models to accurately simulate and counter sophisticated adversarial information operations in real-time.
* Shape the technical direction of the modeling layer, transitioning from conceptual designs to production-ready defense systems.
The ideal candidate
* Hands-on experience building or training LLMs from scratch, with a deep understanding of model internals beyond standard API integration.
* A rigorous academic foundation in Machine Learning, Computer Science, or a quantitative field from a top-tier university program.
* European nationality to meet the mandatory requirements for defense sector clearance in the UK and European security contexts.
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