Lead Data Scientist

Website Fujitsu

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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