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Dr. Benjamin F. E. Lange

Angestellt, Head of Platform Operations & Services, SIEMENS
München, Deutschland

Fähigkeiten und Kenntnisse

Data Analysis
Statistics
Predictive Modelling
SQL
R
Bayesian inference
Data Cleaning
Data Transformation
Mathematica
Python
Data Mining
Data Integration
Tableau Software
Business Intelligence
Hadoop
CRM
Java
Google Cloud Dataflow
Projektmanagement
Process Improvement
Requirements Analysis
Database Design
Prototyping
Management
Machine Learning
Change Management
IT Security Audit
E-commerce
Supply chain management
SAP HANA
Natural Language Processing (NLP)

Werdegang

Berufserfahrung von Benjamin F. E. Lange

  • Bis heute 7 Jahre und 5 Monate, seit 2018

    Head of Platform Operations & Services

    SIEMENS

  • 2016 - 2018

    Transportation Analytics Program Manager

    Amazon

    Examination and improvement of Supply Chain reports. Development and automation of novel Business Intelligence reports. Deep-dives to determine and extinguish substantial data analysis challenges. Close collaboration with merchant account managers and program road-map development. Detection of Supply Chain failures and quick response proposals to limit financial losses. Collaboration with data warehousing teams to resolve data quality difficulties. Cooperation with external carriers.

  • 2015 - 2016

    Consultant Business Intelligence

    Blackwood Seven Germany GmbH

    Management of employees and external consultants to develop business intelligence software and statistical models. Training and mentoring of team members. Creation and implementation of statistical models to optimize online and offline media spendings of advertisers from several industrial sectors including the automotive, telecommunication, health, FMCG, banking & e-commerce industry. Improvement of Data Automation processes and assistance in the execution of successful IT security audits.

  • 2014 - 2015

    Data Analyst Consultant

    datatonic

    Assistance in the translation of business challenges into pragmatic analytical solutions. Integration, visualization and exploration of data to generate knowledge and value for clients. Implementation of forecasting algorithms for demand/supply planning and use of statistical methods to analyze CRM data. Use of Agile development methodologies (Scrum, XP).

  • 2009 - 2014

    Doctoral Researcher

    Katholieke Universiteit Leuven

    Combination of experimental and analytical approaches to disentangle epidemiological principles of causes and effects in a model system. The project included data collection, building of datasets, data cleaning, data visualization and the use of confirmatory data analysis tests. Further, predictive statistical models were developed to gain novel insights into the spread of diseases.

  • 2009 - 2014

    Graduate Teaching Assistant

    Katholieke Universiteit Leuven

    Statistical skills: Teaching analysis of experimental datasets using the statistical software package R. Expert in computational modelling and experimental design: Invited guest lecturer for statistical modelling in Biology Master level classes (Prof. Dr. E. Decaestecker).

Ausbildung von Benjamin F. E. Lange

  • 2011 - 2012

    Epidemiology with statistical modelling

    University College London

    Scholarship-based year abroad

  • 2009 - 2014

    Epidemiology with statistical modelling

    Katholieke Universiteit Leuven

    Funded by the government agency for Innovation by Science and Technology (www.iwt.be).

  • 2007 - 2009

    Biologie

    Universität Basel

  • 2004 - 2007

    Biologie

    Universität Basel

Sprachen

  • Deutsch

    Muttersprache

  • Englisch

    Fließend

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