Data Scientist
4 weeks ago
About the Role:
We are seeking a highly skilled Data Scientist to join our PAT & Data Analytics Team at GlaxoSmithKline Services Unlimited. As a Data Scientist, you will be responsible for developing and implementing chemometrics and data analytics models to accelerate process development, enhance process understanding, and perform real-time process & quality monitoring.
Key Responsibilities:
- Define requirements for the deployment of data analytics/chemometric models in the manufacturing environment in liaison with R&D chemometricians.
- Work with other functions (e.g. process automation, manufacturing technologists) to deploy chemometric models in the manufacturing environment.
- Translate chemometric models using relevant software platforms (e.g. SIPAT, SIMCA, Aspentech Unscrambler) or by writing custom programs (Using Matlab, Python, etc.).
- Support the integration of chemometric modeling with other data science disciplines and platforms (e.g. informatics and automation) to maximize opportunities to accelerate the portfolio and enhance process robustness.
- Stay current with new chemometric and other data science modeling techniques through publications, conferences and academic and precompetitive collaborations, and coordinate with other SMEs (across sites) to share best practices for model deployment and maintenance.
- Work closely with Statistical Sciences to develop the best in-silico experimental design and to engage them to assess model uncertainty and model predictive confidence limits.
- Advocate and comply with GMP requirements for recording experiments and associated data and writing modeling sports including scientific review and data checking.
About Us:
GlaxoSmithKline Services Unlimited is a global biopharma company with a special purpose – to unite science, technology and talent to get ahead of disease together. We prevent and treat disease with vaccines, specialty and general medicines. We focus on the science of the immune system and the use of new platform and data technologies, investing in four core therapeutic areas (infectious diseases, HIV, respiratory/ immunology and oncology).
What We Offer:
- Competitive base salary
- Annual bonus based on company performance
- Opportunities to partake in on the job training courses
- Opportunities to attend and partake in industry conferences
- Opportunities for support for professional development/chartership
- Access to healthcare and wellbeing programmes
- Employee recognition programmes
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