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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
Like this job?
BetaYour Career Agent finds similar jobs for you every day.
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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