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We help the world run better At SAP, we keep it simple: you bring your best to us, and we'll bring out the best in you. We're builders touching over 20 industries and 80% of global commerce, and we need your unique talen…
Skills: Data science, Machine learning, AI strategy, People management, Ontology engineering
Singapore, Singapore · Hybrid
We help the world run better At SAP, we keep it simple: you bring your best to us, and we'll bring out the best in you. We're builders touching over 20 industries and 80% of global commerce, and we need your unique talen…
Skills: Data science, Machine learning, AI strategy, People management, Ontology engineering
Sign up with Clera and we'll reach out the moment a role actually fits you — no more spraying applications into the void.
You will lead a team of data scientists and AI practitioners to build the semantic and contextual foundation for SAP's AI agents. This involves defining technical strategy, scaling AI initiatives, and ensuring the accuracy of enterprise AI through robust data and process context.
Candidates must have 10+ years of experience leading high-performing AI teams and 5+ years of people management experience. Strong expertise in ontology engineering, knowledge graphs, and enterprise AI architecture is required to drive complex initiatives from concept to production.
We help the world run better
At SAP, we keep it simple: you bring your best to us, and we'll bring out the best in you. We're builders touching over 20 industries and 80% of global commerce, and we need your unique talents to help shape what's next. The work is challenging – but it matters. You'll find a place where you can be yourself, prioritize your wellbeing, and truly belong. What's in it for you? Constant learning, skill growth, great benefits, and a team that wants you to grow and succeed.
Data Science Leader (Data Science Senior Manager)
The context engine that makes AI enterprise ready.
Anyone can build an AI agent. What makes SAP's agents different is accuracy grounded in the richest enterprise data and process context in the world. As part of our Data and Applied Science team, you'll build the context engine grounded in SAP’s Business ontology: the semantic infrastructure that transforms raw business data into the knowledge layer powering SAP's AI agents and assistants.
What you'll build:
The Data and Applied Science team will build the semantic and contextual foundation of SAP's AI. While generic AI agents operate on surface-level patterns, SAP agents are accurate because they understand the real semantics of enterprise business master data, process flows, and domain relationships. Your team will build and scale the layer that makes that possible.
What you'll bring:
Requirements for this position include the following:
Leadership & Strategic Skills
10+ years proven experience leading, mentoring, and growing high-performing teams of data scientists, machine learning engineers, and AI practitioners, with a strong track record of driving complex AI initiatives from concept to production across multiple teams and stakeholders.
Ability to define technical strategy, establish team priorities, and align AI investments with business objectives, product roadmaps, and customer outcomes.
Experience building a culture of technical excellence, operational rigor, and continuous learning.
Excellent stakeholder management and executive communication skills, with the ability to influence senior leadership and translate technical concepts into business value.
5+ years of people management experience leading data science and AI teams, with demonstrated success hiring, coaching, and retaining top AI talent.
Proven experience delivering large-scale AI programs across multiple teams and business units and partnering with senior executives to define AI strategy and investment priorities.
Desirable Skills
Experience leading globally distributed teams and cross-organizational AI initiatives, including managing budgets, hiring plans, vendor relationships, and strategic partnerships.
Experience defining AI adoption strategies, measuring business impact through KPIs, and establishing reusable enterprise AI platforms, governance frameworks, and shared services across multiple product areas.
Thought leadership demonstrated through patents, publications, conference presentations, open-source contributions, or industry recognition in AI, knowledge graphs, semantic technologies, or enterprise intelligence.
Knowledge of SAP’s domains, data models, metadata structures and core business processes end-to-end.
Experience with the SAP data and AI platform stack SAP Datasphere, SAP HANA Cloud Knowledge Graph Engine, SAP Business Data Cloud, SAP One Domain Model, SAP Graph API, and SAP Business Accelerator Hub.
Key Knowledge and Abilities:
AI Platform, Architecture & Governance
Experience defining AI/ML architecture, platform strategy, model governance, responsible AI practices, and operational frameworks for enterprise-scale deployments.
Ability to evaluate emerging AI technologies and establish best practices for ML Ops, LLM Ops, and model lifecycle management - making pragmatic build-versus-buy decisions across platform investments and technology roadmaps.
Knowledge Graphs, Ontologies & Enterprise Intelligence
Strong domain expertise in ontology engineering, semantic technologies, metadata management, entity resolution, taxonomies, and knowledge representation, with demonstrated experience designing, building, and scaling ontology-driven enterprise intelligence solutions, including knowledge graphs, semantic layers, and business knowledge models.
Experience integrating knowledge graphs and ontology layers with machine learning, generative AI, agentic AI, RAG architectures, and enterprise data platforms to improve reasoning, explainability, grounding, and business context.
Ability to collaborate with domain experts and business stakeholders to translate complex business processes, data assets, and enterprise knowledge into reusable semantic and knowledge graph frameworks.
Deep knowledge of SAP application data models, domain processes, and enterprise data architecture, with the ability to apply this understanding to design ontologies, semantic layers, and knowledge graph solutions that accurately reflect SAP's business and application context.
Data and Applied Science – General Job Profile Skills
Model Training
Ability to conduct Machine Learning Model Training. Employees who excel in this skill have expertise in statistics, computer science, and mathematics, as well as proficiency in software tools and programming languages. They are capable of selecting the right algorithm for a problem, preparing data sets, and testing model accuracy.
Deep Learning
Ability to utilize deep learning and neural networks to enable machines to learn from data and make decisions. Employees who excel in this skill have specialized abilities in mathematics, programming, and data analysis, making them highly coveted in the tech industry.
Data Engineering
Ability to design, build, and maintain infrastructure for data collection, transformation, storage, and analysis. Employees who excel in this skill have a high level of technical expertise in programming, data modeling, and data visualization.
Agentic Orchestration
Ability to design, delegate, and supervise multi-agent workflows involving autonomous AI agents with multi-step reasoning and coordination. Employees who excel in this skill manage task decomposition, agent communication, error handling, quality human validation, and design agent harnesses for long-running tasks, context durability, tool lifecycle, and sub-agent coordination.
Semantic Retrieval
Ability to design, implement, and optimize semantic search and retrieval architectures including RAG pipelines, knowledge graphs, and hybrid vector/keyword search systems and Lakehouse architectures. Employees who excel in this skill have deep expertise in embedding models, retrieval optimization techniques, and modern data architecture patterns.
Where you belong:
Join a collaborative, forward-thinking team defining how enterprise AI actually works on a global scale. You'll work alongside curious engineers, thoughtful product minds, and applied researchers all focused on building AI that customers can trust in the highest-stakes business processes. There's room to grow into new technical spaces, ship real impact, and shape SAP's AI future. If you value learning, real ownership, and building foundational infrastructure that matters, you'll feel at home here.
Bring out your best
SAP innovations help more than four hundred thousand customers worldwide work together more efficiently and use business insight more effectively. Originally known for leadership in enterprise resource planning (ERP) software, SAP has evolved to become a market leader in end-to-end business application software and related services for database, analytics, intelligent technologies, and experience management. As a cloud company with two hundred million users and more than one hundred thousand employees worldwide, we are purpose-driven and future-focused, with a highly collaborative team ethic and commitment to personal development. Whether connecting global industries, people, or platforms, we help ensure every challenge gets the solution it deserves. At SAP, you can bring out your best.
We win with inclusion
SAP’s culture of inclusion, focus on health and well-being, and flexible working models help ensure that everyone – regardless of background – feels included and can run at their best. At SAP, we believe we are made stronger by the unique capabilities and qualities that each person brings to our company, and we invest in our employees to inspire confidence and help everyone realize their full potential. We ultimately believe in unleashing all talent and creating a better world.
SAP is committed to the values of Equal Employment Opportunity and provides accessibility accommodations to applicants with physical and/or mental disabilities. If you are interested in applying for employment with SAP and are in need of accommodation or special assistance to navigate our website or to complete your application, please send an e-mail with your request to Recruiting Operations Team: [email protected].
For SAP employees: Only permanent roles are eligible for the SAP Employee Referral Program, according to the eligibility rules set in the SAP Referral Policy. Specific conditions may apply for roles in Vocational Training.
Qualified applicants will receive consideration for employment without regard to their age, race, religion, national origin, ethnicity, gender (including pregnancy, childbirth, et al), sexual orientation, gender identity or expression, protected veteran status, or disability, in compliance with applicable federal, state, and local legal requirements.
Successful candidates might be required to undergo a background verification with an external vendor.
We are ethical and compliant
Our leadership credo: Do what’s right. Make SAP better for generations to come. We believe that great leadership extends far beyond the mere pursuit of business goals. We value and foster leadership that is driven with purpose and integrity. Our leaders are role models who uphold SAP’s values and shape SAP’s culture of integrity, by demonstrating and championing ethical and compliant behavior towards all stakeholders.
AI Usage in the Recruitment Process
For information on the responsible use of AI in our recruitment process, please refer to our Guidelines for Ethical Usage of AI in the Recruiting Process.
Please note that any violation of these guidelines may result in disqualification from the hiring process.
Requisition ID: 459605 | Work Area: Software-Research | Expected Travel: 0 - 10% | Career Status: Executive | Employment Type: Regular Full Time | Additional Locations: #LI-Hybrid
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We bring out the best in every business.
SAP is a global leader in enterprise applications and business AI. We help organizations run mission-critical operations across finance, procurement, supply chain, human resources, and customer experience -and move from systems that record work to systems that can help execute it. The Autonomous Enterprise brings together enterprise applications, trusted business data, and AI assistants and agents that can reason, recommend, and act within business processes -with governance, accuracy, and compliance built in. • Joule: the new engagement layer, bringing together data, workflows, and agents across SAP systems and beyond. • SAP Autonomous Suite: based on AI assistants and agents executing work across all domains. • Industry AI applications with built-in vertical processes, knowledge, data models, and regulatory logic. • SAP Business AI platform as the foundation that combines context, unified business data, and purpose-built models with enterprise governance. • Cloud Transformation: RISE with SAP and SAP GROW help organizations modernize their ERP landscape, move to the cloud, and adopt AI based on their business needs and starting point. Include SAP S/4HANA Cloud, acceleration services, and tools. Our Partners amplify SAP's value through solution innovations, deep product expertise, world-class services, and more. We’re committed to fostering meaningful, respectful conversations. To maintain a positive environment, we moderate comments that: Target individuals, including employees, customers, or partners. Contain discriminatory, harassing, or threatening content. Share personal information without consent. Promote misinformation, spam, or third-party links. We support open dialogue and constructive feedback but will remove content that violates these guidelines without notice. Thank you for contributing to a respectful community. For questions about moderation, please DM us or contact [email protected]. SAP privacy statement for followers: www.sap.com/sps
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