Senior Data Scientist – Process Automation (f/m/x)
Core
Building and deploying advanced machine learning and AI models to automate business processes and optimize operations for Deutsche Bank.
Role type
Senior IC Data Scientist (Process Automation & Optimization)
Builds
Production ML models, workflow automation tools, and optimization solutions for banking operations.
Domain
Financial Services / Machine Learning / Operations Research
Deliverable
production ML models
Required skills
Supervised/Unsupervised Learning, Reinforcement Learning, Large Scale Optimization, Python, Microservices Architecture, Workflow Automation, Mathematics, Statistics
Preferred skills
Generative AI, Fine Tuning, Cloud Expertise (GCP/Azure/AWS), Mamba-SSM, LangChain
Technologies
LightGBM, XGBoost, PyTorch, TensorFlow, Keras, Transformers, Flask, Django, FastAPI, Kubernetes, Docker, Jenkins, Teamcity, Camunda, scikit-learn, pandas, numpy, pyomo, ipopt
Responsibilities
Develop and implement ML models for regression, classification, and optimization; Build and maintain microservices for data science workflows; Design and execute workflow automation solutions; Apply advanced mathematical and statistical methods to solve complex business problems.
Seniority
Senior, hands-on IC
