
Associate AI Developer (Document AI) - Artificial Intelligence, SAP Labs Singapore
- Singapore
- Permanent
- Full-time
- Build and maintain scalable data pipelines for machine learning workflows focused on document processing.
- Manage large-scale structured and unstructured data assets, ensuring quality and readiness for training.
- Develop tools for data annotation and synthetic data generation to support model development.
- Support model training, validation, and deployment for document classification, extraction, and layout analysis.
- Monitor and improve model performance through continuous evaluation and retraining.
- Automate ML and data workflows for efficiency and reliability in cloud environments.
- Translate business requirements into effective ML solutions with measurable outcomes.
- Collaborate with cross-functional teams and stakeholders to align data and model strategies.
- Ensure integration quality and operational readiness across global SAP environments.
- Quickly learn domain-specific document types and adapt to evolving AI technologies.
- Bachelor's or Master's degree in Computer Science, Data Science, or a related technical field.
- 0-3 years of experience in software development, preferably in AI or cloud-based applications.
- Solid understanding of computer science fundamentals, including algorithms, data structures, object-oriented design, and software architecture.
- Understanding of machine learning fundamentals, pipelines, and data lifecycle management.
- Practical experience with ML or data processing frameworks (e.g., PyTorch, Spark).
- Proficiency in at least two programming languages, preferably Python and Java.
- Familiarity with containerization and orchestration technologies (e.g., Docker, Kubernetes).
- Strong problem-solving mindset and motivation to deliver customer value.
- Excellent written and verbal communication skills in English.
- Hands-on scripting experience (e.g., bash).
- Skills in modern web development (JavaScript, HTML5, CSS)
- Operational familiarity with Linux systems (Red Hat, Ubuntu, etc.).
- Experience with cloud platforms such as SAP BTP, AWS, Azure, or GCP.
- Experience working in Agile/Scrum teams.
Successful candidates might be required to undergo a background verification with an external vendor.Requisition ID: 423420 | Work Area: Software-Design and Development | Expected Travel: 0 - 10% | Career Status: Graduate | Employment Type: Regular Full Time | Additional Locations: #LI-Hybrid.Requisition ID: 423420Posted Date: Jun 25, 2025Work Area: Software-Design and DevelopmentCareer Status: GraduateEmployment Type: Regular Full TimeExpected Travel: 0 - 10%Location:Singapore, SG, 117440Job alert