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Senior Data Scientist Sales Data Hub(m/w/x)
Developing ML models for sales use cases using Python/SQL. Several years of Data Science and ML experience required. Flexible working hours, family-friendly models.
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Anforderungen
- Several years of experience in Data Science and Machine Learning
- Confident command of statistical methods
- Confident command of regression models
- Confident command of time series analysis
- Confident command of classical ML algorithms
- Confident command of modern AI algorithms
- Advanced proficiency in Python
- Advanced proficiency in SQL
- Independent development of value-generating solutions in cloud environment
- Experience with GenAI use cases (LLMs, RAG, talk-to-your-data)
- Solid experience building robust end-to-end ML pipelines
- Solid experience implementing MLOps standards
- Functional ownership of predictive models
- Driving proof-of-concept initiatives for new models
- Experience with sales processes
- Experience with CRM data
- Experience with relevant sales KPIs
- Experience working with SAP
- Experience working with Power BI
- Strong communication skills
- Strong collaboration skills
- High level of autonomy
- Reliability
- Clear and understandable presentation of complex analyses
- Active support of other data scientists as a mentor
- Confident communication in German
- Confident communication in English
Aufgaben
- Develop and apply statistical and ML models for sales use cases
- Design and manage Data Science and AI solutions in Python/SQL
- Analyze large sales data sets and provide actionable recommendations
- Collaborate with Data Engineers and Data Analysts to develop KPIs and dashboards
- Translate complex data into clear insights through data storytelling
- Support data quality assurance and validate model inputs
- Guide and support other Data Scientists in exploring new approaches
- Identify optimization potential and develop new AI and analytics use cases
- Create and deliver self-explanatory presentations to various audiences
- Develop innovative solutions using cloud-based tools for tangible value
Berufserfahrung
Ausbildung
Sprachen
Tools & Technologien
Benefits
- Flexible working hours
- Hybrid work model
- Family-friendly working time models
- Parent-child offices
- Company health management
- eBike leasing
- Modern learning environment
- Top Employer Germany award
- Great Place to Work award
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