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Process Data Scientist(m/w/x)

Takeda
Neuenburg

Du entwickelst und verbesserst prädiktive Modelle und leitest lokale Datenwissenschaftsinitiativen in Zusammenarbeit mit verschiedenen Teams.

Anforderungen

  • •University degree in science or business
  • •Advanced degree in quantitative field
  • •2+ years work experience in data analysis
  • •Hands-on experience in Artificial Intelligence/Deep Learning, Machine Learning
  • •Fluent in English
  • •Strong expertise in Big Data and Digital Analytics
  • •Programming knowledge in Python/R/C required
  • •Proficiency in SQL for database languages
  • •Compositional data analysis and time series analysis
  • •Experience with distributed computing and stochastic modelling
  • •Familiarity with Explainable Artificial Intelligence methods
  • •High-level project management skills
  • •Grasp of trends in artificial intelligence and data science
  • •Partnership with local functions and Global Data Science team
  • •Patient-centered data science approach
  • •Day-to-day operation of local data science function
  • •Ability to interface with international stakeholders
  • •Change management complexity understanding

Deine Aufgaben

  • •Entwickeln von prädiktiven/modellierenden Modellen mit Fachleuten
  • •Verwalten und Ausführen lokaler Datenwissenschaftsinitiativen
  • •Identifizieren lokaler Datenwissenschaftsmöglichkeiten zusammenarbeiten
  • •Bereitstellen der Verbindung zwischen lokalem und globalem Datenwissenschaftsteam
  • •Umsetzen der GMS-Datenwissenschaftsstrategie vorantreiben
  • •Diagnosemodell erstellen, pflegen und verbessern
  • •Prädiktivmodell erstellen, pflegen und verbessern
  • •Schulungen und Coaching durchführen
  • •Projektmanagement übernehmen
  • •Unterstützung bei Untersuchungen bieten

Original Beschreibung

# Process Data Scientist Full time CHE - Neuchatel, Switzerland ## **Job Description** **Job Title: Process Data Scientist** **Location: CHE \- Neuchâtel** **Primary duties:** * Develops predictive/prescriptive models (CQAs, yield) with SME’s throught adequate tools like Simca to improve process robustness and efficiency. * 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. **Responsabilties:** * Diagnostic model: create, maintain and improve * Predictive model:  create, maintain and improve * Training and coaching * Project management * Investigation support **Education and Experience Requirements** * 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 * 2\+ years 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 **Digital \& Data Science Skills:** * 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 **Complexity and Problem Solving** **Technical/Functional (Line) Expertise** *(Breadth and depth of knowledge, application and complexity of technical knowledge)* * 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 **Leadership** * 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 **Decision\-making and Autonomy** * Responsible for day to day operation of local data science function, covering all data science levels and related technologies **Interaction** * Role requires partnership across local, functional and global GMS Data Science, IT, Engineering and GMS region * Clear partnership with Quality is required to ensure alignment for data science processes. **Innovation** * Translate data science, artificial intelligence and machine learning trends and technologie into execution **Complexity** * Impact across GMS portfolio * 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 **Internal and External Contacts** * Digital and Data Science  \- Global Manufacturing Science * Global IT (OSIPi, Simca, PAS\-X) * Supplier of mathematical computing software (Mathworks) * Supplier of Data analytics tools and real time monitoring tools (Sartorius)
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