citigroup
Czym będziesz się zajmować? Development, enhancement and statistical testing of AI/ML and GenAI models within Citi's AML transaction monitoring system Managing models across the model life-cycle, including development, ongoing performance evaluation and annual model reviews Translating business operational requests into programming and data criteria and conducting systems and operational research Developing analytic engines with detailed technical documentation for validation Identifying modeling opportunities yielding measurable business results and presenting recommendations to senior staff Contributing to strategic, cross-functional AML initiatives and independently leading large projects Assessing risk in business decisions, ensuring compliance with laws, rules and regulations and managing control issues This is a temporary role, till the end of December 2027 (fixed term contract) Kogo poszukujemy? 5+ years of experience and strong Financial Crimes knowledge, including deep understanding of AML typologies and detection scenarios Experience in a quantitative role in risk management at a financial institution, in model development or validation Comprehensive knowledge of statistical and AI/ML model development and maintenance methodologies, including risk models and regulatory expectations Strong programming experience for data analysis using Python (Pandas, NumPy), SQL and Big Data solutions Experience with deep learning frameworks like TensorFlow, PyTorch or Keras and ML libraries (scikit-learn, XGBoost, LightGBM) Clear and concise written and verbal communication skills Proven project management and organizational skills, ability to handle multiple projects at one time University degree (Master or PhD) in statistics, computer science, quantitative economics, mathematics or related fields Czego wymagamy? 5 lat doświadczenia na podobnym stanowisku Znajomości: Python ML SQL TensorFlow PyTorch Keras Scikit-Learn pandas NumPy Mile widziane: XGBoost LightGBM Big Data Języki: Polski Angielski Jakie warunki i benefity otrzymasz? 20.1k–34.3k PLN brutto/m (Umowa o pracę) Umowa o pracę - Elastyczne godziny pracy (100%) Praca zdalna: Brak Pakiet medyczny, Ubezpieczenie, Pakiet sportowy Kim jesteśmy? Working at Citi is far more than just a job. A career with us means joining a team of more than 225,000 dedicated people from around the globe. At Citi, you will have the opportunity to grow your career, give back to your community and make a real impact. We offer a broad range of opportunities across multiple business lines, each contributing to our mission of driving global progress. Whether you're interested in banking, technology, or investment services, our teams collaborate to deliver innovative solutions that make a positive impact. Explore our businesses and learn more about what it’s like to work at Citi.