7 дней назад
Researcher, System Self-Improvement (AI)
150 000 - 250 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Researcher, System Self-Improvement (AI): Building feedback-driven AI systems that evaluate and enhance their own performance with an accent on reflective reasoning, reward modeling, self-evaluation, and workflow adaptation. Focus on designing self-improving architectures, developing prototypes and experiments, and advancing continuously learning enterprise systems through reinforcement learning, interpretability, and meta-optimization.
Location: Hybrid in San Francisco or New York, with 3+ days per week in-office from Tuesday through Thursday
Base salary: $150,000–$250,000 per year, depending on experience, location, and level, plus equity and benefits.
Company
is an applied AI technology company developing AI-native systems and products for critical operations across major enterprise industries.
What you will do
- Design architectures that continuously evaluate and improve their own performance.
- Build feedback-driven systems that detect weaknesses, generate corrective hypotheses, and implement improvements through reflection, retraining, or workflow adaptation.
- Study self-models, reflective reasoning, reward modeling, and self-evaluation techniques for autonomous system evolution.
- Develop intelligent systems using models, including compound AI systems, agentic collaboration, ensembling, ReAct, and graph-of-thoughts approaches.
- Build prototypes and run experiments to demonstrate effectiveness on real-world enterprise problems.
- Translate research results into reliable AI systems for mission-critical workflows.
Requirements
- Experience building or studying feedback-driven systems such as evaluators, retrievers, iterative refinement loops, or performance dashboards.
- Strong programming and data analysis skills sufficient to prototype ideas and conduct experiments.
- Research track record demonstrated through publications or other substantial research work.
- Experience building systems with models rather than focusing only on training or fine-tuning models.
- Practical daily use of AI tools such as ChatGPT, Cursor, or Perplexity.
- Ability to work in the San Francisco or New York office at least three days per week.
Culture & Benefits
- Meaningful equity and comprehensive employee benefits.
- 100% medical, dental, and vision insurance coverage for employees and dependents.
- Flexible time off and retirement and financial planning benefits, including HSA, FSA, commuter accounts, 401(k), and financial coaching.
- Wellness benefits covering physical fitness, mental well-being, and fertility and family-building support.
- In-office lunches and snacks, access to advanced AI models, and generous usage of modern AI tools.
- High-impact projects across major enterprises in a fast-moving, mission-driven environment.
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