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Data Scientist

Job in Hikari - Japan
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Company: takeda
Full Time position
Listed on 2020-05-14
Job specializations:
  • IT/Tech
    Data Mining, Data Analyst
  • Engineering
Job Description & How to Apply Below
Job Description

Job Overview

Drives the design, execution and implementation of the overall Global GMSGQ(Global Manufacturing & Supply, Global Quality) Big Data and analytics strategy. Provides the link across local, functional and global GMSGQ data analytics, IT and GMSGQ business.

Key Responsibilities

  • Drives the design, execution and implementation of advanced analytics for GMSGQ (e.g. Continuous Process Improvement, end-to-end Simulation, advanced statistics, modeling simulation)
  • Develops and owns detailed scale-up and delivery execution roadmap for data analytics within GMSGQ and manages respective functional and cross-functional interdependencies
  • Owns, manages and executes process monitoring and process improvement in collaboration with local and functional GMSGQ data analytics (e.g. descriptive statistics and visualization, statistical process control, out-of-the-box-tools)
  • Owns, manages and executes respective Reporting in collaboration with local GMSGQ and functional data analytics (e.g. automated daily/monthly/annual, Stability Analysis Targets)
  • Gathers, identifies and reviews GMSGQ data analytics possibilities/initiatives/requests in collaboration with IT and GMSGQ business stakeholders. Advises on the respective short and medium focus.
  • Drives and executes on digital GMSGQ Strategy, Technology and Innovation (e.g. Productivity Analysis, Key Performance Indicator tracking, Interdependencies, Evolution of Internet of Things)
  • Builds up and owns global/functional/local GMSGQ data analytics community.
  • Required

  • Expertise and experience in Digital/Big Data Analytics/ Artificial intelligence/Machine Learning:Expertise in Signal Processing, Control Systems, MechatronicsStrong knowledge of Statistical Process ControlExperience in Machine Learning algorithms (CNN, SVM, LSTM, etc.), Respective programming knowledge of either MATLAB/Python/R required, further skills such as C++, SQL etc. are advantageousExperience in quality mapping of parameters is a plus
  • Expertise in Bayesian statistics:Experience in Density estimationSolid knowledge in Bayesian Hypothesis Testing,Solid knowledge in ANOVA and forecasting techniques (ARIMA, ARMA, NARX)Prior experience of Biostatistics, stochastic modelling and decision trees is a strong asset
  • University degree of science/business. Advanced degree is required (Master/MBA and/or PhD), e.g. in Engineering , Mathematics, IT or Physics with focus on either Control Theory/Statistics/Mechatronics, Information/Operation, Management/Strategy, Technology and Innovation Management
  • Capabilities to translate business needs into data analytics concepts and the other way
  • Hands-on, able to implement and execute initiatives
  • High level project management skills
  • Ability to interface with international stakeholders and to connect internal and external data analytics experts of both academia and industries
  • Fluent written and spoken English
  • Travel requirements

    Willingness to travel to various internal/external Takeda meetings and events

    International travel will be required

    Locations

    Hikari, Japan

    Tokyo, Japan

    Worker Type

    Employee

    Worker Sub-Type

    Regular

    Time Type

    Full time


    Job ID R0014623

    Position Requirements
    Less than 1 Year work experience
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