Introduction
A career in IBM Consulting is rooted by long-term relationships and close collaboration with clients across the globe.
You will work with visionaries across multiple industries to improve the hybrid cloud and AI journey for the most innovative and valuable companies in the world. Your ability to accelerate impact and make meaningful change for your clients is enabled by our strategic partner ecosystem and our robust technology platforms across the IBM portfolio, including Software and Red Hat.
Your Role And Responsibilities
- Analysis, preparation and management of complex data sources
- Implementing and validating predictive and prescriptive models and creating and maintaining statistical models with a focus on big data & incorporating machine learning techniques in your projects
- Writing programs to cleanse and integrate data in an efficient and reusable manner
- Development of scalable and robust data and machine learning pipelines
- Application of traditional machine learning algorithms as well as modern deep learning approaches (such as GenAI)
- Implementation, integration and monitoring of AI / ML models
- Working in an agile, collaborative environment, partnering with other scientists, engineers, consultants and database administrators of all backgrounds and disciplines to bring analytical rigor and statistical methods to the challenges of predicting behaviours
- Documentation and communication with internal and external clients (e.g. business and IT departments) and stakeholders to understand and define business needs and appropriate modelling techniques to provide analytical solutions as well as presentation of proposed solutions and results
- Evaluating modelling results and communicating the results to technical and non-technical audiences
Required Technical And Professional Expertise
- Strong fundamentals in Mathematics and/or Computer Science (algorithms)
- Solid knowledge and first hands-on experiences in Python, FastAPI, PDF processing (e.g. Pymupdf, PDFPlumber), Langchain, TensorFlow, PyTorch, Keras or Hugging Face or similar, GenAI - LLMs, ideally AI agents, RAG, prompt engineering, Milvus or other vector database, Containerization, Connecting external data sources, Ollama, Git
- You have strong technical and analytical abilities, a knack for driving impact and growth
- You're great at solving problems by looking at things differently, debugging, troubleshooting, and designing & implementing solutions to complex technical issues
- You thrive on teamwork and have excellent verbal and written communication skills
- Excellent verbal and written German language skills (C1 level)
- Readiness to undergo a security clearance process
Preferred Technical And Professional Experience
- You have preferably knowledge and experience in working with clients in the Public / Defense area