Quantitative Developer Offline

About InvestGPT

InvestGPT is a cutting-edge AI-powered investment platform that leverages advanced machine learning technologies to deliver personalized investment recommendations. We combine the power of artificial intelligence with deep financial expertise to create the next generation of investment tools for retail and institutional clients across European markets.

🎯 What You'll Do:

Algorithm & Model Development:

  • Design and optimize quantitative models for analyzing European and global financial instruments
  • Develop machine learning algorithms for price prediction and market trend analysis
  • Implement proprietary scoring systems (similar to Kai Score) for investment attractiveness assessment
  • Build factor models for European equity markets (STOXX, DAX, FTSE)

AI/ML Integration:

  • Integrate Large Language Models (GPT-4, Claude, Llama) with real-time financial data streams
  • Develop RAG (Retrieval-Augmented Generation) systems for enhanced financial analytics
  • Create sentiment analysis systems for multi-language European news and social media
  • Implement natural language interfaces for complex financial queries

Data Engineering & Analytics:

  • Build robust pipelines for processing real-time and historical European market data
  • Develop alternative data systems (news, social media, macro indicators, satellite data)
  • Create comprehensive portfolio performance metrics (Sharpe ratio, maximum drawdown, VaR)
  • Implement ESG scoring integration for sustainable investing trends

Backtesting & Risk Management:

  • Develop sophisticated backtesting frameworks for trading strategies
  • Statistical model validation and A/B testing implementation
  • Real-time model performance monitoring in production
  • Compliance with MiFID II and European financial regulations
     

    📈 Requirements:

  • Education & Experience:
  • Master's degree in Mathematics, Physics, Computer Science, Quantitative Finance, or Economics
  • 3+ years in quantitative analysis, fintech, or financial services
  • Proven experience with European financial markets and instruments
  • Strong foundation in modern ML/AI methodologies

    Technical Skills:

  • Advanced programming skills in Python and SQL
  • Experience with financial data providers (Bloomberg, Refinitiv, Alpha Vantage)
  • Knowledge of European market microstructure
  • Understanding of regulatory frameworks (MiFID II, UCITS, AIFMD)

    Soft Skills:

  • Analytical mindset with exceptional attention to detail
  • Ability to work in uncertainty and adapt quickly
  • Strong communication skills in English (German is a plus)
  • Collaborative approach to cross-functional teamwork

    Languages:

  • English: Fluent (working language)
  • German: Conversational level preferred

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