Senior Data Scientist - mit sehr guten Deutschkenntnissen (m/w/d)
Introduction A career in IBM Consulting is rooted in long-term relationships and close collaboration with clients across the globe. You’ll work with visionaries across multiple industries to improve the hybrid cloud and AI journey for the most innovative and valuable companies in the world. Curiosity and a constant quest for knowledge serve as the foundation of success in IBM Consulting. In your role, you’ll be encouraged to challenge the norm, investigate ideas outside of your role, and come up with creative solutions that result in groundbreaking impact for a wide network of clients. Our culture of evolution and empathy centers on long‑term career growth and development opportunities in an environment that embraces your unique skills and experience.
In this role, you’ll work in one of our IBM Consulting Client Innovation Centers (Delivery Centers), where we deliver deep technical and industry expertise to a wide range of public and private sector clients around the world. Our delivery centers offer our clients locally based skills and technical expertise to drive innovation and adoption of new technology.
Your Role And Responsibilities
- Analysis and preparation 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 robust machine learning pipelines
- Application of traditional machine learning algorithms as well as modern deep learning approaches (such as GenAI)
- 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 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
Preferred Education
Master's Degree
Required Technical And Professional Expertise
- Strong fundamentals in Mathematics and/or Computer Science (algorithms)
- Solid knowledge in Data science and related tools and technologies, such as Python, SQL, Pandas, NumPy, Scikit‑learn, Transformers
- Proficient in at least one of the statistical programming languages such as R, Python, Scala or SAS, SPSS, Matlab
- Experience with predictive/prescriptive modelling skills
- Strong technical and analytical abilities and experience with programming/scripting in a language such as Java or Python
- Excellent problem‑solving skills, debugging, troubleshooting, and designing & implementing solutions to complex technical issues
- Team‑oriented with excellent verbal and written communication skills
- Excellent verbal and written German language skills (C1 level)
- German or European Union citizenship
Preferred Technical And Professional Experience
- Interest in, understanding of, or experience with Design Thinking and Agile Development Methodologies
- Good understanding of MLOps and related tools such as IBM Cloud Pak 4 Data, JupyterLab, Git, Docker, Helm, FastAPI, REST
- Knowledge of cloud and container technology (Red Hat OpenShift, AWS, Azure, etc)
- Familiarity constructing usable data sets from multiple structured and unstructured data sources
- Preferred knowledge in the banking and financial services industry
Seniority Level – Mid‑Senior level
Employment Type – Full‑time
Job Function – Engineering and Information Technology
Industries – IT Services and IT Consulting
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Location: Magdeburg, Saxony‑Anhalt, Germany