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Senior Data Scientist at SoundCloud
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
I am a passionate data scientist and engineer. I am particularly interested in the process of building a prototype and turning it into a large scale machine learning application. Specialties: user-generated content, text, images, learning to rank, misspelling detection, bulk detection, fake account detection
Technische Universität Berlin
Diplom (M.Sc.), Computer Science ; Specialization in Machine Learning
January 1, 2006 – January 1, 2010
University of Potsdam
Vordiplom (B.Sc.), Computer Science
January 1, 2002 – January 1, 2006
SoundCloud
Senior Data Scientist
January 1, 2018 – Present
SoundCloud
Data Scientist
January 1, 2015 – January 1, 2018
Neofonie GmbH
Software Developer R&D
November 1, 2012 – December 1, 2014
Berlin
Technische Universität Berlin
Machine Learning Researcher
October 1, 2010 – March 1, 2012
Berlin
Fraunhofer FIRST
Student Research Assistant
March 1, 2008 – August 1, 2010
Berlin
Rundfunk Berlin-Brandenburg
Student Assistant
August 1, 2003 – January 1, 2005
Potsdam und Umgebung, Deutschland
Cultural Fit Analysis
The candidate has a strong background in research and development, transitioning into senior data science roles at a well-known tech company (SoundCloud). The experience aligns with a data-driven culture. However, the target role is 'Data Analyst', which might be a slight mismatch given the candidate's extensive 'Data Scientist' and 'Machine Learning Researcher' experience, potentially indicating overqualification or a desire for a different type of role. The project diversity is good within the ML/Data Science domain.
Soft Skills & Operational Fit
The candidate's experience descriptions suggest a focus on delivering production-ready solutions and working on challenging problems (e.g., combating spam, improving search KPIs). While direct soft skill assessment data is not available, the project descriptions imply problem-solving, initiative, and technical leadership.