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Experian
20d ago

Senior Data Scientist(m/w/x)

Düsseldorf
Full-timeWith Home OfficeSenior
AI/ML
Data Science

Description

In this role, you will focus on developing and implementing machine learning models while collaborating with various teams to enhance data products. Your day-to-day responsibilities will include monitoring model performance, conducting analyses, and ensuring data-driven decision-making.

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Requirements

  • Bachelor’s or Master’s degree in data science, Statistics, Computer Science, or related field
  • Strong analytical and problem-solving skills
  • Deep knowledge of statistical methods and machine learning algorithms
  • Proficiency in programming languages such as Python or Scala
  • Experience with machine learning frameworks such as XGBoost, PyTorch, or scikit-learn
  • Experience with data manipulation and extraction using SQL and Spark
  • Proven ability to analyze complex business and risk processes
  • Excellent German and English language skills
  • Ability to interpret and apply analytical models in a business context
  • Experience in the credit bureau or financial services environment
  • Strong ability to communicate complex analytical results
  • Excellent communication and collaboration skills
  • Ability to work independently and manage multiple tasks

Education

Bachelor's degree
OR
Master's degree

Work Experience

approx. 4 - 6 years

Tasks

  • Develop and implement machine learning models
  • Create advanced analytics solutions
  • Monitor model performance and data product quality
  • Perform ad hoc analyses for product development
  • Collaborate with Data Engineering, Product, and Tech teams
  • Ensure proper implementation of analytical solutions
  • Improve processes and develop new product features
  • Test and validate models for accuracy and integrity
  • Document methodologies and findings for transparency
  • Extract and analyze data from the data lake
  • Support Legal and Compliance Teams with consumer inquiries
  • Stay updated on industry trends in machine learning

Tools & Technologies

PythonScalaXGBoostPyTorchscikit-learnSQLSpark

Languages

GermanBusiness Fluent

EnglishBusiness Fluent

Benefits

Competitive Pay

  • Great compensation package

Other Benefits

  • Attractive employee benefits

Purpose-Driven Work

  • High degree of autonomy

Flexible Working

  • Flexible working hours
  • Remote work options
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