Working Student: Data Science - remote or Karlsruhe

35 Minutes ago • All levels
Data Analysis

Job Description

At Knuddels, we aim to make social networks truly social again, focusing on genuine human connection rather than just content consumption. Our community strives for each member to find three important people for their real life. Your task is to extract the right insights from our data to achieve this vision. You will be involved in data extraction, mining, and analytics, deriving actions from your evaluations. You'll support Data Scientists in gaining insights from millions of daily events and potentially improve our nightly data collection reload using Java and SQL. You will also train Machine Learning models and Neural Networks for Predictive Analytics.
Good To Have:
  • Knowledge in Java.
Must Have:
  • Perform Data Extraction, Data Mining, Data Analytics.
  • Derive measures based on data evaluations.
  • Support Data Scientists in gaining insights from millions of daily events.
  • Train Machine Learning models and Neural Networks for Predictive Analytics.
  • Ongoing studies in computer science, mathematics, or a comparable degree program.
  • Passion for preparing and conducting statistical analyses on large, structured and unstructured data.
  • Prior knowledge in languages for statistical analysis and databases (Python, SQL).
  • Prior knowledge in Python frameworks (pandas, sklearn).
  • Fluent German (at least C1 level) and English (at least B1 level).
Perks:
  • Individual development path (specialist or leadership career).
  • Team support through discussions, coaching, feedback, and mentoring.
  • Open culture with honest, constructive exchange and strong cohesion.
  • Flat hierarchies and participation.
  • Flexibility (home office, spontaneous doctor's appointments, short-term vacation).
  • Office in a prime location with free breakfast and lunch.
  • Fitness.
  • Mystery Lunch (bi-weekly lunch with a random team member).
  • Workshops.
  • Beautiful rooftop terrace.
  • Direct feedback from end-users (B2C company).
  • Focus on our own product: a unique community platform that brings people closer together, with meaning and impact.

Add these skills to join the top 1% applicants for this job

team-player
data-analytics
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machine-learning

Job Description

At Knuddels, we have set ourselves the goal of making social networks truly social again - with real human closeness instead of mere content consumption. In our community, every member should find 3 important people for their real life: Your task is to draw the right insights from our data to achieve our vision.

Your tasks

  • Your area of responsibility includes Data Extraction, Data Mining, Data Analytics and the derivation of measures based on your evaluations.
  • We support complex systems in which 100,000 members generate many millions of events per day - support our Data Scientists in drawing insights from these events.
  • You may improve our nightly reload for data collection using Java and SQL.
  • You train Machine Learning models and Neural Networks for Predictive Analytics.

What do we offer you?

  • Growth according to your ideas - Whether a specialist or management career: with us, you design your individual development path.
  • Team support through discussions, coaching, feedback and mentoring - We live an open culture with honest, constructive exchange and strong cohesion.
  • Flat hierarchies and participation - Every voice counts with us: actively shape and contribute your ideas.
  • Flexibility that adapts to your life - Home office, spontaneous doctor's appointments or short-term vacation: we rely on self-organization.
  • Office in a prime location with free breakfast and lunch, fitness, Mystery Lunch (bi-weekly lunch with a random team member), workshops and a beautiful rooftop terrace - Our working environment offers everything for well-being and creative energy.
  • Direct feedback from end-users (B2C Company) - You immediately see how your contribution is received by our users.
  • Focus on our own product - A unique community platform that brings people closer together, with meaning and impact.
  • All benefits can also be found at jobs.knuddels.de

What we don't offer?

  • Dusty corporate structures
  • Working on business customer projects (We are a B2C company)
  • A far-fetched third bullet point, if we can only think of two :)

Job Requirements

  • Ongoing studies in computer science, mathematics or a comparable degree program
  • A passion for preparing and conducting statistical analyses based on large internal and external, structured and unstructured data
  • Prior knowledge in languages for statistical analysis and databases (Python, SQL, ...) and Python frameworks (pandas, sklearn,...) desired
  • If you also have knowledge of Java, that would be great
  • A high degree of independence, self-organization and motivation
  • Enjoyment of analytical thinking
  • You are a team player and communicative
  • You speak fluent German (at least C1 level) and English (at least B1 level)

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