Fujitsu

Senior Data Scientist | Digital Transformation Tea...

Job description

Job Description

Role Description
  • Reporting to the product owner and lead a small team
  • Collaborating with product owners, engineers and data scientists to continually solve complex data problems and requirements’ definition
  • Provide a communication between the client and the team with customer-facing attitude
  • Iteratively computing features and tuning parameters to improve the quality of models
  • Understanding, cleaning, preprocessing and integrate the data
  • Evaluate algorithm decisions and model additions and evolutions and identify potential for improvement
  • Improving existing algorithms and building new Proofs of Concept
Mandatory Working Experience/Skills
  • MSc or PhD in Computer Science, Electrical Engineering, Statistics, Applied Mathematics, Physics or related field
  • Proficient in Machine Learning (training and testing, avoiding overfit, etc.)
  • Deep statistical knowledge
  • Competency in assessing of statical relevance (e.g., P-value)
  • Experience in working with KPI and Pareto optima
  • Experience with ARIMA
  • Good experience coding in Python (clean code, unit test, object oriented etc.)
  • Experience working with enterprise IT environments
  • Critical thinking skills
  • Collaborative team spirit
Desired Working Experience/Skills
  • Experiences in retail and analyzing customer purchase behavior
  • Experience in dealing with Forecast & Replenishment solutions (SAP, Blue Yonder, Relex, etc.)
  • Knowledge of tree-based algorithms (Random Forests, XGBoost, LGBM)
  • Knowledge of Deep Learning algorithms
  • Scripting experience with automating processes and deployments using tools such as scripting (Shell, Bash, Perl, C++, etc.)

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