Data Scientist
hace 4 días
At F. Hoffmann-La Roche Gruppe, we foster a culture of diversity, equity, and inclusion, reflecting the communities we serve. In healthcare on a global scale, diversity is crucial for success. We believe that embracing individuality and sharing a passion for exceptional care is key. Every voice matters here.
The RoleYou will join the data science cluster in the Roche Informatics Data and Analytics Chapter (DnA) as a Data Scientist. As part of one or several multi-disciplinary agile teams, you'll shape the future of healthcare by applying data science methods and principles to generate deeper insights from various data sources. Your responsibilities include proactively identifying needs, designing and implementing analytical solutions, providing advice and consulting support to our stakeholders, and demonstrating impact through proof-of-value initiatives or contributions to existing products.
Key Responsibilities:- Develop and implement Data Science products focusing on Natural Language Processing leveraging LLMs and Generative AI tools.
- Support proactive identification of relevant LLM/NLP use cases in collaboration with key stakeholders.
- Apply expertise in NLP/LLM to develop and refine models addressing Roche business needs.
- Become 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 environment.
- Collaborate within global agile teams in the Roche Informatics business and foundational domains to develop products offering 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 pros and 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.
To be successful in this role, you should have a M.Sc. or PhD in Computer Science, Physics, Statistics, Mathematics, or an equivalent degree, along with at least 5 years of hands-on experience as a Data Scientist. Proficiency in Python programming and common NLP libraries (e.g., transformers, gensim, spaCy, etc.) is also required.
BenefitsWe offer a competitive salary range of $120,000 - $160,000 per year, depending on experience. Benefits include health insurance, retirement plans, and opportunities for professional growth and development.
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