2 дня назад
Founding AI Researcher
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Founding AI Researcher (LLMs): Building an end-to-end code generation and boilerplate elimination system that turns English descriptions into correct code with real-time feedback. Focus on / с акцентом на LLM serving and fine-tuning, agentic/multi-agent evaluation, and inference optimization to reduce latency and cost.
Location: On-site, London, UK
Company
builds a higher-level programming language that preserves human intent while using LLMs to generate and refine code.
What you will do
- Develop a code generation pipeline that turns English descriptions/specs into code.
- Build a boilerplate elimination pipeline that converts trivial code into concise English descriptions.
- Create evaluations for both pipelines to ensure generated code correctness and equivalence.
- Improve code generation stability and correctness, including equivalence to replaced boilerplate.
- Implement real-time feedback (as users type) to support editing English descriptions in an IDE-like workflow.
- Design a code merge pipeline that merges English intent while generating and merging the corresponding code, plus latency improvements.
Requirements
- Strong applied ML foundation, from classic ML to modern neural networks.
- Expertise in LLMs, including serving, fine-tuning (SFT, LoRA), and quality evaluation.
- Experience designing and evaluating agentic/multi-agent systems from 0 to 1.
- Strong inference optimization and agentic workflow tuning skills (quantization, batching, KV-cache, context engineering) to reduce latency and cost.
- On-site in London, UK.
Culture & Benefits
- Startup mode with ownership, exploration, and cross-discipline collaboration.
- Work alongside engineers and AI researchers from companies including Kotlin/JetBrains, Databricks, Isomorphic Labs, and Google.
- Focus on delivering results that make users happy.
- Encouragement of cross-discipline work and practical impact.
Hiring process
- Not specified in the provided posting.
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