Consultant Data Science / Professional Data Scientist
Aktualisiert am 01.10.2024
Profil
Freiberufler / Selbstständiger
Remote-Arbeit
Verfügbar ab: 01.10.2024
Verfügbar zu: 100%
davon vor Ort: 20%
Data Science
Machine Learning
Mathematik
Simulation
Mathematics
Machine Learning
MATLAB
Python
SQL
Statistik
R
statistical physics
applied mathematics
machine learning
ata analytics
statistical programming
modelling & simulation
data analytics
German
English
Linux
Bash
AWS
Deutsch
Muttersprache
Englisch
fließend

Einsatzorte

Einsatzorte

Berlin (+50km)
Deutschland
möglich

Projekte

Projekte

6 Jahre 6 Monate
2018-02 - 2024-07

various projects - multiple customers

Data Scientists data science machine learning data analytics ...
Data Scientists
? Conception and implementation of a measurement-as-a-service solution for
dynamically controlled OTT traffic via 5G networks.
? Development of a tool for predicting the necessary component ratios and process
parameters to achieve the desired material properties in plastics production.
? Design and implementation of a method for the artificial generation of realistic
CRM data for IT system tests.
? Conception of an IT system for the management of test series from
automotive battery cell production.
? Development of a method for fault prediction and remaining life
time estimation of automotive powertrain components.
Python R SQL
data science machine learning data analytics statistical programming modelling simulation project management digital business modelling agile leadership digital organization Scrum
1 Jahr 7 Monate
2016-07 - 2018-01

Fleet Data Analytics

Data Scientist Statistik Thermodynamik Messtechnik ...
Data Scientist
    ?  Probabilistic Design & Engineering of large gas turbines.
    ? Development of procedures for the automated identification of
    operational states.
    ? Development of a method for determining the temporal course of forces and operational
    failures occurring on compressor guiding vanes.

    ? Simulation based algorithms for remaining life time estimation on engine components.


    • ETL von Messdaten aus lokalen Datenbanken der Kraftwerksflotte.
    • Zusammenführen, Reinigung und Aufbereitung vergangener Betriebsdaten.
    • Statistische Analyse und Korrelationsanalyse von Daten aus der Umgebeung, dem Kompressor und der Turbine.
    • Identifizierung und Visualisierung von Zusammenhängen und Auffälligkeiten.
    R Python Powerplot Matlab
    Statistik Thermodynamik Messtechnik Datenalyse Analysis statistical physics applied mathematics data science machine learning data analytics statistical programming modelling & simulation digital organization

    Aus- und Weiterbildung

    Aus- und Weiterbildung

    1 Jahr 1 Monat
    2023-08 - 2024-08

    Communication & Conflict Management

    IFM
    IFM
    2 Monate
    2024-04 - 2024-05

    Digital Business Management

    velpTec
    velpTec
    6 Monate
    2023-12 - 2024-05

    Digital Business Model Development

    velpTec, Berlin
    velpTec, Berlin
    ? Agile Project Management
    ? Agile Leadership
    ? Digital Business Modelling
    1 Monat
    2024-04 - 2024-04

    Employee Leadership

    velpTec
    velpTec
    1 Monat
    2024-03 - 2024-03

    Scrum Master

    Scrum.org
    Scrum.org
    1 Monat
    2024-03 - 2024-03

    Scrum Product Owner

    Scrum.org
    Scrum.org
    1 Monat
    2024-03 - 2024-03

    Data Science Concepts for Executives

    velpTec
    velpTec
    1 Monat
    2024-02 - 2024-02

    PRINCE2 Practioner

    PeopleCert
    PeopleCert
    1 Monat
    2024-01 - 2024-01

    PRINCE2 Foundation

    PeopleCert
    PeopleCert

    Position

    Position

    Highly skilled and innovative Senior Data Scientist with over 20 years of experience in statistical
    physics, nonlinear dynamic systems, and data science. Proven track record in developing and
    implementing advanced data-driven solutions across diverse industries, including
    telecommunications, automotive, and manufacturing. Adept at leveraging machine learning,
    applied mathematics, and statistical modeling to drive strategic decision-making and operational
    efficiency. Demonstrated success in transforming raw data into meaningful insights. Strong
    expertise in project management and agile leadership, coupled with a commitment to continuous
    learning and professional development.

    Kompetenzen

    Kompetenzen

    Top-Skills

    Data Science Machine Learning Mathematik Simulation Mathematics Machine Learning MATLAB Python SQL Statistik R statistical physics applied mathematics machine learning ata analytics statistical programming modelling & simulation data analytics German English Linux Bash AWS

    Schwerpunkte

    Data Science
    Experte
    Machine Learning
    Experte
    Angewandte Mathematik
    Experte
    Statistische Physik
    Experte

    Produkte / Standards / Erfahrungen / Methoden

    Artificial Intelligence
    Experte
    Big-Data-Analytics
    Experte
    Datenanalyse
    Experte
    Statistik
    Experte
    Systemanalyse
    Experte

    Programmiersprachen

    Python
    Experte
    R
    Experte
    SQL
    Experte
    MATLAB
    Fortgeschritten
    Numpy
    SciPy
    scikit-learn
    Pandas
    Perl
    Linux
    Bash

    R

     

    Berechnung / Simulation / Versuch / Validierung

    Systemanalyse
    Experte
    Simulation
    Experte
    Datenanalyse
    Experte
    Modellierung
    Experte
    Versuchsplanung
    Experte

    Branchen

    Branchen


    Einsatzorte

    Einsatzorte

    Berlin (+50km)
    Deutschland
    möglich

    Projekte

    Projekte

    6 Jahre 6 Monate
    2018-02 - 2024-07

    various projects - multiple customers

    Data Scientists data science machine learning data analytics ...
    Data Scientists
    ? Conception and implementation of a measurement-as-a-service solution for
    dynamically controlled OTT traffic via 5G networks.
    ? Development of a tool for predicting the necessary component ratios and process
    parameters to achieve the desired material properties in plastics production.
    ? Design and implementation of a method for the artificial generation of realistic
    CRM data for IT system tests.
    ? Conception of an IT system for the management of test series from
    automotive battery cell production.
    ? Development of a method for fault prediction and remaining life
    time estimation of automotive powertrain components.
    Python R SQL
    data science machine learning data analytics statistical programming modelling simulation project management digital business modelling agile leadership digital organization Scrum
    1 Jahr 7 Monate
    2016-07 - 2018-01

    Fleet Data Analytics

    Data Scientist Statistik Thermodynamik Messtechnik ...
    Data Scientist
      ?  Probabilistic Design & Engineering of large gas turbines.
      ? Development of procedures for the automated identification of
      operational states.
      ? Development of a method for determining the temporal course of forces and operational
      failures occurring on compressor guiding vanes.

      ? Simulation based algorithms for remaining life time estimation on engine components.


      • ETL von Messdaten aus lokalen Datenbanken der Kraftwerksflotte.
      • Zusammenführen, Reinigung und Aufbereitung vergangener Betriebsdaten.
      • Statistische Analyse und Korrelationsanalyse von Daten aus der Umgebeung, dem Kompressor und der Turbine.
      • Identifizierung und Visualisierung von Zusammenhängen und Auffälligkeiten.
      R Python Powerplot Matlab
      Statistik Thermodynamik Messtechnik Datenalyse Analysis statistical physics applied mathematics data science machine learning data analytics statistical programming modelling & simulation digital organization

      Aus- und Weiterbildung

      Aus- und Weiterbildung

      1 Jahr 1 Monat
      2023-08 - 2024-08

      Communication & Conflict Management

      IFM
      IFM
      2 Monate
      2024-04 - 2024-05

      Digital Business Management

      velpTec
      velpTec
      6 Monate
      2023-12 - 2024-05

      Digital Business Model Development

      velpTec, Berlin
      velpTec, Berlin
      ? Agile Project Management
      ? Agile Leadership
      ? Digital Business Modelling
      1 Monat
      2024-04 - 2024-04

      Employee Leadership

      velpTec
      velpTec
      1 Monat
      2024-03 - 2024-03

      Scrum Master

      Scrum.org
      Scrum.org
      1 Monat
      2024-03 - 2024-03

      Scrum Product Owner

      Scrum.org
      Scrum.org
      1 Monat
      2024-03 - 2024-03

      Data Science Concepts for Executives

      velpTec
      velpTec
      1 Monat
      2024-02 - 2024-02

      PRINCE2 Practioner

      PeopleCert
      PeopleCert
      1 Monat
      2024-01 - 2024-01

      PRINCE2 Foundation

      PeopleCert
      PeopleCert

      Position

      Position

      Highly skilled and innovative Senior Data Scientist with over 20 years of experience in statistical
      physics, nonlinear dynamic systems, and data science. Proven track record in developing and
      implementing advanced data-driven solutions across diverse industries, including
      telecommunications, automotive, and manufacturing. Adept at leveraging machine learning,
      applied mathematics, and statistical modeling to drive strategic decision-making and operational
      efficiency. Demonstrated success in transforming raw data into meaningful insights. Strong
      expertise in project management and agile leadership, coupled with a commitment to continuous
      learning and professional development.

      Kompetenzen

      Kompetenzen

      Top-Skills

      Data Science Machine Learning Mathematik Simulation Mathematics Machine Learning MATLAB Python SQL Statistik R statistical physics applied mathematics machine learning ata analytics statistical programming modelling & simulation data analytics German English Linux Bash AWS

      Schwerpunkte

      Data Science
      Experte
      Machine Learning
      Experte
      Angewandte Mathematik
      Experte
      Statistische Physik
      Experte

      Produkte / Standards / Erfahrungen / Methoden

      Artificial Intelligence
      Experte
      Big-Data-Analytics
      Experte
      Datenanalyse
      Experte
      Statistik
      Experte
      Systemanalyse
      Experte

      Programmiersprachen

      Python
      Experte
      R
      Experte
      SQL
      Experte
      MATLAB
      Fortgeschritten
      Numpy
      SciPy
      scikit-learn
      Pandas
      Perl
      Linux
      Bash

      R

       

      Berechnung / Simulation / Versuch / Validierung

      Systemanalyse
      Experte
      Simulation
      Experte
      Datenanalyse
      Experte
      Modellierung
      Experte
      Versuchsplanung
      Experte

      Branchen

      Branchen

      Vertrauen Sie auf Randstad

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      Im Bereich Arbeitnehmerüberlassung / Personalvermittlung

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      Rufen Sie uns an +49 89 500316-300 oder schreiben Sie uns:

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