Мэтч & Сопровод
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Описание вакансии
TL;DR
Senior Research Scientist (AI/Multimodal): Leading the development of vision and multimodal models for document and media translation with an accent on post-training, reinforcement learning, and knowledge distillation. Focus on building evaluator models, optimizing model delivery pipelines, and integrating complex ML systems into production.
Location: Hybrid (London, UK)
Company
DeepL is a global AI product and research company specializing in secure, intelligent language AI solutions for translation and writing.
What you will do
- Drive the development of vision and multimodal models for document, image, and media translation.
- Lead research and development on post-training, including supervised fine-tuning, knowledge distillation, and RL (RLHF/RLAIF, PPO/GSPO).
- Build evaluator models for document and design quality and mitigate reward hacking and quality-estimation failure modes.
- Own the full model delivery lifecycle from prototyping and ablations to production deployment in real-time systems.
- Establish strong practices for evaluation, reproducibility, and continuous model improvement in production.
Requirements
- Proven experience developing multimodal models, VLM, and/or vision models.
- Deep expertise in model post-training, knowledge distillation, and reinforcement learning.
- Strong data-centric instincts for building synthetic-data and preference-data pipelines.
- Strong coding and experimentation skills in Python using PyTorch, JAX, or TensorFlow.
- Ability to lead complex research efforts and align research goals with product and engineering priorities.
- Must be based in or able to work from the London office in a hybrid setup.
Nice to have
- Experience with machine translation, multilingual NLP, or efficient long-context modeling.
- Knowledge of diffusion models, multi-objective optimization, or unified multimodal generation.
- Experience designing evaluation signals using Model-as-judge or human-in-the-loop evaluation.
- Publications at top-tier AI venues.
Culture & Benefits
- Highly collaborative environment working across research, engineering, and product teams.
- High-impact role with the scope to drive research breakthroughs directly into production.
- Company culture rooted in trust, curiosity, care, and a commitment to diversity.
- Opportunity to shape the future of AI within a purpose-driven, fast-moving organization.
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