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Senior Data Scientist - mit Bankingerfahrung (m/w/d)
ab sofort, unbefristet
bei IBM Client Innovation Center Germany GmbH in Magdeburg, Köln, Muenchen, Frankfurt
für Fachkraft (< 3 Jahre Berufserfahrung) / Fachkraft (> 3 Jahre Berufserfahrung)
Vollzeit
IT & Digitalisierung
A career in IBM Consulting is rooted by long-term relationships and close collaboration with clients across the globe.
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.
Required education Bachelor's Degree
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
- You're proficient at least one of the statistical programming language such as R, Python, Scala or SAS, SPSS, Matlab.
- You have a solid understanding of experience with predictive/prescriptive modeling skills
- You have strong technical and analytical abilities, a knack for driving impact and growth, and experience with programming/scripting in a language such as Java or Python.
