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OLOliver Wyman

Data & Analytics Consulting - Analyst(m/w/x)

Berlin
Full-timeWith Home OfficeJunior
AI/ML
Data Science

Developing NLP-based machine learning toolkits for credit rating prediction across diverse client projects. Quantitative degree and Python/R programming skills essential. Flexible hybrid/mobile work.

Requirements

  • Bachelor's, Master's, or PhD in a quantitative discipline
  • Data-driven mindset and proficiency with numbers
  • Programming skills in Python or R
  • Strong commitment to teamwork and resilience
  • Excellent command of German & English
  • Interest and experience in financial services and risk management
  • Willingness to travel internationally

Tasks

  • Collaborate with colleagues and clients at all levels
  • Design tailored solutions for analytical challenges
  • Implement and assess various prototypes
  • Engage in discussions to share ideas with clients and colleagues
  • Develop an NLP-based machine learning toolkit to predict credit rating downgrades
  • Model portfolio decarbonization strategies using advanced analytics techniques
  • Optimize a promotional program using historical promotion data
  • Validate a customer-facing GenAI chatbot for a bank
  • Develop probability of default and loss models in Python for banks
  • Identify supply chain risks by combining live data feeds
  • Develop a bespoke AI-based risk methodology
  • Create a next best action model to reduce customer churn

Education

  • Bachelor's degreeOR
  • Master's degree

Languages

  • GermanBusiness Fluent
  • EnglishBusiness Fluent

Tools & Technologies

  • Python
  • R

Benefits

Flexible Working

  • Hybrid working arrangements
  • Flexibility of mobile working

Startup Environment

  • Collaboration opportunities

Learning & Development

  • Professional development

Job Security

  • Sustainable work-life quality

Informal Culture

  • Diverse and inclusive work environment
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