обновлено 1 день назад
Principal AI Research Scientist Post-Training (AI)
Мэтч & Сопровод
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Описание вакансии
Текст:
TL;DR
Principal AI Research Scientist Post-Training (AI): Developing and optimizing post-training methods for foundation models with an accent on RLHF, preference optimization, and long-horizon reasoning. Focus on grounding reinforcement learning in physics and engineering constraints to improve model reliability and controllability.
Location: Remote (US, Canada, EU) or onsite in San Francisco, London, or Toronto
Company
provides software tools for architecture, engineering, construction, manufacturing, and media industries, leveraging high-fidelity physics simulation and CAD kernels for AI research.
What you will do
- Lead post-training model development including RLHF, preference optimization, and agentic systems.
- Develop novel algorithms to enhance model reliability, controllability, and alignment.
- Design and execute experiments to shape model behavior and reasoning quality.
- Build scalable and reproducible post-training workflows in collaboration with infrastructure teams.
- Create evaluation frameworks for long-horizon reasoning, tool use, and real-world workflow completion.
- Contribute to high-impact publications, patents, and external research visibility.
Requirements
- PhD or equivalent industry research experience in ML, RL, AI, or related fields.
- Deep expertise in reinforcement learning for foundation models (RLHF, RLAIF, DPO, PPO).
- Proven track record of leading or mentoring technical research teams.
- Strong publication record at leading ML/AI venues (e.g., NeurIPS, ICML, ICLR).
- Experience at a frontier model lab or advanced applied AI organization.
- Must be based in the US, Canada, or EU for remote work.
Culture & Benefits
- Opportunity to work at the intersection of AI research and real-world professional workflows.
- Direct pipeline from research advances to large-scale product impact.
- Collaborative environment with leading academic and industry labs.
- Inclusive culture focused on diversity and equal opportunity.
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