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AI Data Lead - SAP-RPT Model Family(m/w/x)
Leading data strategy, pre-training, and evaluation for machine learning models at a global software provider serving 400k+ customers. 7+ years in high-scale data environments and profound SAP relational data understanding required. Flexible working models.
Requirements
- PhD, Master’s degree in Computer Science, AI, or relevant field
- 7+ years of professional experience in high-scale data environments
- Track record of leading large-scale technical projects
- Profound understanding of SAP’s relational business data
- Proficiency in navigating semantic models like VDM, CDS, OData
- Understanding of complex business logic and relational schemas
- Experience with high-performance databases and SAP’s data stack
- Experience with development of cloud-native pipelines
- Strong Python skills
- Ideally exposure to Knowledge Graphs and RDL
- Solid ML knowledge and practical AI experience
- Ability to build partnerships and lead cross-team initiatives
Tasks
- Own pre-training, evaluation, and meta-data assets
- Develop and execute the data strategy
- Lead data extraction and curation processes
- Perform rigorous data quality analysis
- Set technical priorities and work packages
- Define data requirements with science leads
- Co-design datasets to enhance model capabilities
- Build alliances with internal technology providers
- Analyze datasets for patterns and edge cases
- Influence data architecture for seamless access
- Manage data processing pipelines and tooling
- Ensure adherence to strict compliance standards
- Coordinate with diverse multi-national stakeholders
Work Experience
- 7 years
Education
- Master's degree
Languages
- English – Business Fluent
Tools & Technologies
- SAP
- VDM
- CDS
- OData
- SQL
- BDC
- HANA
- BTP
- Python
- Knowledge Graphs
- RDL
Benefits
Learning & Development
- Constant learning
- Skill growth
Informal Culture
- Inclusion culture
Healthcare & Fitness
- Health and well-being focus
Flexible Working
- Flexible working models
Ergonomic Workplace
- Accessibility accommodations
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AI Data Lead - SAP-RPT Model Family(m/w/x)
Leading data strategy, pre-training, and evaluation for machine learning models at a global software provider serving 400k+ customers. 7+ years in high-scale data environments and profound SAP relational data understanding required. Flexible working models.
Requirements
- PhD, Master’s degree in Computer Science, AI, or relevant field
- 7+ years of professional experience in high-scale data environments
- Track record of leading large-scale technical projects
- Profound understanding of SAP’s relational business data
- Proficiency in navigating semantic models like VDM, CDS, OData
- Understanding of complex business logic and relational schemas
- Experience with high-performance databases and SAP’s data stack
- Experience with development of cloud-native pipelines
- Strong Python skills
- Ideally exposure to Knowledge Graphs and RDL
- Solid ML knowledge and practical AI experience
- Ability to build partnerships and lead cross-team initiatives
Tasks
- Own pre-training, evaluation, and meta-data assets
- Develop and execute the data strategy
- Lead data extraction and curation processes
- Perform rigorous data quality analysis
- Set technical priorities and work packages
- Define data requirements with science leads
- Co-design datasets to enhance model capabilities
- Build alliances with internal technology providers
- Analyze datasets for patterns and edge cases
- Influence data architecture for seamless access
- Manage data processing pipelines and tooling
- Ensure adherence to strict compliance standards
- Coordinate with diverse multi-national stakeholders
Work Experience
- 7 years
Education
- Master's degree
Languages
- English – Business Fluent
Tools & Technologies
- SAP
- VDM
- CDS
- OData
- SQL
- BDC
- HANA
- BTP
- Python
- Knowledge Graphs
- RDL
Benefits
Learning & Development
- Constant learning
- Skill growth
Informal Culture
- Inclusion culture
Healthcare & Fitness
- Health and well-being focus
Flexible Working
- Flexible working models
Ergonomic Workplace
- Accessibility accommodations
About the Company
SAP
Industry
IT
Description
SAP innovations help over four hundred thousand customers worldwide work together more efficiently and use business insight more effectively.
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