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About the role
Senior Applied Scientist, Generative AI Innovation Center at AWS EMEA SARL (France Branch)
Required Skills
pythongenerative aillmmodel optimizationai/mlnlpdistributed computingnumerical optimization
About the Role
Senior Applied Scientist role focused on applying Generative AI to solve real-world customer problems. You will design and implement bespoke GenAI solutions, collaborate with customers, and optimize models for production. The position requires deep ML expertise and experience with LLMs.Key Responsibilities
- Collaborate with AI/ML scientists and architects to research, design, develop, and evaluate generative AI solutions
- Interact with customers to understand business problems and guide implementation of generative AI solutions
- Help customers optimize solutions through model selection, training, tuning, distillation, and hardware optimization
- Provide customer and market feedback to product and engineering teams to define product direction
Required Skills & Qualifications
Must Have:
- PhD in computer science, engineering, mathematics, operations research, or highly quantitative field plus 5 years relevant experience, or Master's plus 10 years
- 5+ years hands-on experience with Python to build, train, and evaluate models
- 5+ years hands-on experience in algorithms, data structures, parsing, numerical optimization, data mining, parallel/distributed computing, or high-performance computing
- 2+ years demonstrated experience with Large Language Model (LLM) and Foundational Model post-training, fine-tuning, or reinforcement learning techniques
- Scientific publication track record at top-tier AI/ML/NLP conferences or journals
Nice to Have:
- Demonstrated experience with building LLM-powered agentic workflow, orchestration, and agent customization
- Experience with model optimization techniques (quantization, distillation, compression, inference optimization)
- Experience with open-source frameworks for model customization (trl, verl) and LLM applications (LangChain, LlamaIndex)
- Track record of leading design, implementation, and delivery of scientifically-complex solutions spanning multiple teams
- Experience driving scientific agenda and technical strategy, mentoring other scientists
Benefits & Perks
- Inclusive team culture with employee-led affinity groups and diversity conferences
- Mentorship and career growth with knowledge-sharing and career-advancing resources
- Work-life balance with flexibility and support for working culture