Senior Machine Learning Engineer at SAP
vor 4 Wochen
We are seeking a highly skilled Senior Machine Learning Engineer to join our team at SAP. As a key member of our AI CoE, you will be responsible for driving AI development and leading our engineering scrum teams as technical code and architecture owner.
Key Responsibilities- Lead the development of AI services from proof-of-concept to production
- Setup and develop new Big Data pipelines to productize data ETL workloads for different AI services
- Develop AI/ML models to solve real-life business problems, including data science exploration and model productization
- Work with stakeholders across the organization to identify opportunities for leveraging company data to drive business solutions
- Productionize AI PoCs with good software engineering, incorporating CI/CD pipelines, deployment, and MLOps
- Take ownership of AI services in development and production
- Lead, guide, and mentor junior colleagues and evolve their AI engineering skillset
- Bachelor's or master's degree in machine learning, computer science, engineering, or related technical fields
- Vast coding knowledge of at least one programming language, such as Python or Java
- Deep knowledge of Distributed Computing Systems for Big Data Engineering, such as Databricks (PySpark/Scala)
- Exceptional understanding of AI/ML concepts
- Extensive coding experience in applying ML frameworks, such as Keras, scikit-learn, TensorFlow, PyTorch, Langchain, OpenAI, Huggingface
- Vast general software engineering best-practices and experience working in a scrum-like software engineering unit
- Productization technologies and tools, such as Docker, K8s, GitHub, VSCode, Linux
- CI/CD and ML Ops frameworks, such as Jenkins, GitHub Actions, MLFlow
- Cloud-deployment offerings, such as Azure ML, Databricks, AKS, Event Hubs, Azure Data Factory, Azure Functions, or similar in AWS/GCP
- Some form of code ownership and scrum team leadership experience
- Curiosity to learn about different AI applications and new technologies
- Excellent spoken and written knowledge of English and a collaborative mindset
- Experience with SAP AI offerings, such as AI Core, AI Business Services, Joule, is a plus
- Understanding of Agile/Scaled Agile (SAFe) methodologies is a plus
- Python backend development, such as Flask, Django, FastAPI, OpenAPI, is a plus
SAP is a leading provider of enterprise software and services, helping organizations run better and achieve their goals. Our Intelligent Enterprise Solutions (IES) department has the purpose to deliver and run the intelligent enterprise, and our AI CoE team is responsible for helping SAP transform into a data-driven intelligent enterprise.
We implement both standard SAP AI and custom-built solutions across all lines of business, and we provide an AI platform and infrastructure to enable SAP employees to simplify processes and leverage AI technologies. Our team practices a trust-based working model with emphasis on great collaboration, agility, and transparency, and we offer a lot of room for creativity and freedom to experiment.
At SAP, we believe in unleashing all talent and creating a better and more equitable world. We are proud to be an equal opportunity workplace and are committed to the values of Equal Employment Opportunity and providing accessibility accommodations to applicants with physical and/or mental disabilities.
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