6 дней назад
AI Research Engineer
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
AI Research Engineer (AI/Python): Designing and evaluating AI models and agent systems for production energy applications with an accent on dataset quality, rigorous experimentation, and reliability. Focus on building evaluation frameworks, exploring fine-tuning and reinforcement learning, and turning research results into dependable production tooling.
Location: London, England, United Kingdom; hybrid
Company
is an AI-first energy company developing integrated solar, battery, grid, trading, home energy, hardware, and software solutions.
What you will do
- Design experiments to select effective AI models and approaches while balancing accuracy, latency, and cost.
- Build and own an evaluation framework using high-quality datasets, golden answers, human judgments, and LLM-based evaluation.
- Explore post-training methods, including supervised fine-tuning and reinforcement learning.
- Build reliable agent harnesses with tool use, deterministic checks, state tracking, retries, resource allocation, and human approvals.
- Set evaluation and escalation thresholds based on the consequences of failure.
- Work across Fuse to turn research findings into production systems and introduce applied AI methods.
Requirements
- Strong experience applying modern AI models to real-world tasks and improving measured outcomes through experimentation.
- Deep understanding of evaluations, dataset quality, and failure analysis.
- Hands-on experience with model selection and routing, fine-tuning, reinforcement learning, agent systems, or computer use.
- Strong software engineering skills, including Python and reliable experimental and production tooling.
- Sound judgment regarding cost, latency, reliability, risk, deterministic checks, and human review.
- Ability to move between research and implementation, from hypothesis formulation and rigorous testing to failure analysis and production delivery.
Nice to have
- Experience at a frontier AI lab or a team operating at a similar level of experimentation.
Culture & Benefits
- Competitive salary with equity eligibility.
- Biannual bonus scheme.
- Fully funded technology suited to the role.
- Private health insurance.
- Breakfast and dinner allowance for office-based employees.
- Benefits may vary by location.
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