Process Data Scientist
CHE - Neuchatel, Switzerland
Takeda
Takeda is a patient-focused, R&D-driven global biopharmaceutical company committed to bringing Better Health and a Brighter Future.By clicking the “Apply” button, I understand that my employment application process with Takeda will commence and that the information I provide in my application will be processed in line with Takeda’s Privacy Notice and Terms of Use. I further attest that all information I submit in my employment application is true to the best of my knowledge.
Job Description
About the Role:As a Process Data Scientist, you will develop predictive/prescriptive models (CQAs, yield) with SME’s through adequate tools like Simca to improve process robustness and efficiency.
How you will contribute:- Owns, manages, executes and maintain local data science initiatives.
- Gathers and identifies local data science possibilities/initiatives/requests in collaboration with local team, IT, Engineering, Quality and global GMS data science.
- Provides the local link between local and global GMS data science, local functions, Quality, IT, Engineering in the respective region/Operational Business Unit.
- Drives the local execution and implementation of GMS Data Science strategy and initiatives.
- Responsible for day to day operation of local data science function, covering all data science levels and related technologies
- Diagnostic model: create, maintain and improve
- Predictive model: create, maintain and improve
- Training and coaching
- Project management
- Investigation support
University degree of science/business:
- Advanced degree (Master/MBA and/or PhD) in highly quantitive field, e.g. in Engineering, Mathematics, IT, Economics or Physics with focus on either Control Theory/Statistics/Mechatronics, Information/Operation, Management/Strategy/Economics, Technology and Innovation Management
- Work experience in data analysis related position or equivalent academic experience/course record.
- Hands-on experience in applying and executing Artificial Intelligence/Deep Learning, Machine Learning, Big Data and Digital with respective programming knowledge
- Fluent in English
- Strong expertise and experience in Artificial Intelligence/Deep Learning, Machine Learning, Big Data and Digital
- Respective programming knowledge in Python/R/C is required. Further programming experience is advantageous
- Proficiency in database languages (SQL), understanding of data models and databases
- Compositional data analysis and analyzing time series data
- Distributed computing, stochastic modelling, sampling methods and randomized algorithms
- Explainable Artificial Intelligence methods
- Strong expertise and experience in Digital/Big Data Analytics/ Artificial Intelligence/Machine Learning algorithms, respective programming knowledge
- Capabilities to translate business needs into data analytics concepts and the other way
- Hands-on, able to implement and execute data science initiatives, analysis, machine learning
- High level project management skills
- A firm grasp of industry, scientific and digital, artificial intelligence, machine learning and data science trends and market conditions, to develop solutions enhance compliance and quality of life for patients
- Role requires partnership with local functions, IT, Engineering, Quality and Global Data Science team.
- Provide patient-centered best in class GMS Data science, enhance local data science
- Translate data science, artificial intelligence and machine learning trends and technology into execution
- Ability to interface with international stakeholders and to connect internal and
external data analytics experts of both academia and industries - Change management complexity
- Capabilities to translate business needs into data analytics concepts and the other way
- Hands-on, able to implement and execute initiatives
At Takeda, we are transforming patient care through the development of novel specialty pharmaceuticals and best in class patient support programs. Takeda is a patient-focused company that will inspire and empower you to grow through life-changing work.
Certified as a Global Top Employer, Takeda offers stimulating careers, encourages innovation, and strives for excellence in everything we do. We foster an inclusive, collaborative workplace, in which our teams are united by an unwavering commitment to deliver Better Health and a Brighter Future to people around the world.
Empowering our people to shine:Takeda is proud in its commitment to creating a diverse workforce and providing equal employment opportunities to all employees and applicants for employment without regard to race, color, religion, sex, sexual orientation, gender identity, gender expression, parental status, national origin, age, disability, citizenship status, genetic information, or characteristics, marital or other status. At Takeda, we embrace diversity as a whole.
Locations
CHE - NeuchatelWorker Type
EmployeeWorker Sub-Type
RegularTime Type
Full time* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Big Data Data analysis Data Analytics Deep Learning Economics Engineering Machine Learning Mathematics Pharma PhD Physics Privacy Python R SQL Statistics
Perks/benefits: Career development
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