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Senior Data Scientist
hace 2 meses
We are seeking a highly skilled Data Scientist to join our team at F. Hoffmann-La Roche Gruppe. As a key member of our Data Science cluster, you will play a crucial role in shaping the future of healthcare by leveraging data science methods and principles to generate deeper insights from various data sources.
Key Responsibilities- Develop and implement Data Science products focusing on Natural Language Processing (NLP) leveraging Large Language Models (LLMs) and Generative AI tools.
- Proactively identify the most relevant LLM/NLP use cases in collaboration with key stakeholders.
- Apply expertise in NLP/LLM to develop and refine models that address business needs, involved in building and fine-tuning models, and optimizing their performance to provide valuable insights and solutions to business stakeholders.
- Support prioritization efforts, understand feasibility and business impact, take smart risks to make informed decisions in a fast-paced, evolving environment to deliver patient benefits faster.
- Collaborate within global agile teams in the Roche Informatics business and foundational domains to develop products that provide the highest value to both Roche Pharma and Diagnostics business stakeholders.
- Provide methodical and implementation guidance as well as hands-on support around analytical LLM/NLP use cases, evaluate the pros & cons of different NLP approaches and Generative AI platforms with comprehensive quantitative and qualitative analysis.
- Communicate findings and market the value of use cases to key stakeholders.
- Contribute to positioning data science as a key competency within the enterprise.
- Continuously look for opportunities to broaden knowledge, capabilities, and skill set to enable talent to flow into different specialties.
- Be a role model for knowledge sharing within the DnA chapter.
- Act as a coach, mentor, or buddy to help colleagues grow and develop.
- M.Sc. or PhD in Computer Science, Physics, Statistics, Mathematics, or equivalent degree and experience with machine learning/data mining/artificial intelligence.
- At least 5 years of hands-on experience as a Data Scientist.
- Hands-on experience with Python programming and common NLP libraries (e.g., transformers, gensim, spaCy, etc.).
