Career transition and continued data science and education analytics: • DataCamp: top 1% of all learners in 2023 – Python, SQL and Power BI • Google Coursera: Agile & Scrum project management certification 2024

Procter & Gamble Int. Operations, Geneva, Switzerland | Apr 2019 - Aug 2022

Senior Manager Analytics & Insights (Consumer & Market Knowledge)

• Modelling of KPIs, data analysis, applied statistics, AI and machine learning • Leading business analytics in commercial projects: Defining opportunities, acquiring business questions, definition of success criteria, learning plan design and providing solutions • Communication of actionable insights and recommendations to all levels of management • Design of PowerBI dashboards for 9 European markets, providing interpretation & tech support • Product testing, customer & market research: quantitative & qualitative testing of product acceptance, claims and benefits with consumers including volume forecasting • Agile cross-functional working teams

self-employed - for Proteros Biosciences GmbH, Munich, Germany | Aug 2018 - Feb 2019

Bioinformatics Consultant / Product Owner

• Contracted drug-target research with a team of 4 scientists in parallel to work at dkfz • First point of contact, project manager, and scientific advisor

German Cancer Research Center (dkfz) | Nov 2013 - Feb 2019

Sr. Scientist (PostDoc) Bioinformatics & Subproject leader

• Design and implementation of data science projects, conducting applied statistical and machine learning/AI in foundational cancer research in multi-disciplinary collaborations • Analytical thinking and problem-solving: exploring new solutions on unknown research territory • Interpretation & publication of research results

German Cancer Research Center (dkfz) | Nov 2011 - Oct 2013

Scientist (PostDoc) Bioinformatics

• Applied machine learning and statistics in genetic cancer research • Method development of ensemble classifiers and Software engineering (R-packages) • Publication of scientific results and teaching (R, genomics & expression analysis)

My Education

Take a look at my formal education

PhD (Dr. rer. nat.) in Computational Biology in Bioinformatics & Molecular GeneticsRuperto-Carola University, Heidelberg, Germany | 2011

Master (diploma) in BiologyJohannes-Gutenberg University, Mainz, Germany | 2005

About Me

As a Data Scientist and Analyst with experience in academia and industry, my greatest asset is recognizing patterns in data, gaining actionable insights, answering the relevant questions and identifying opportunities.

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Tobias Bauer

Senior Data Scientist

private | Switzerland

SQL Fundamentals

SQL Fundamentals

A data storyteller, deliverer of actionable insights and data-based recommendations.

My Work

Time Series Analysis in R

Introduction to Data Visualization with Matplotlib

Introduction to Importing Data in R

Intermediate Importing Data in R

Introduction to Data Visualization with Seaborn

Python Toolbox

Introduction to Functions in Python

Introduction to Importing Data in Python

Merging DataFrames with pandas

Unsupervised Learning in R

Intermediate SQL Queries

Plotly Tutorial: Plotly and R

Data Manipulation with pandas

Introduction to Power BI

Understanding Cloud Computing

Data Modeling in Power BI

DAX in Power BI

Intermediate Data Modeling in Power BI

Intermediate DAX in Power BI

DAX Functions in Power BI

Intermediate SQL

Understanding ChatGPT

Multiple and Logistic Regression in R

Spatial Analysis with sf and raster in R

Introduction to the Tidyverse

Introduction to Version Control with Git

Introduction to R

Modeling with Data in the Tidyverse

Intermediate R

Cleaning Data in R

Introduction to Python

Data Visualization with ggplot2 (Part 1)

Intermediate Python

Time Series Analysis in R

My Certifications

Other Certificates

DataCamp Course Completion

Courses

Courses

Tracks

Projects

My Work Experience

self-employed | Sep 2022 - Present

Career transition and continued data science upskilling