Senior AI Observability Engineer
hace 3 semanas
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.
Global Cloud Infrastructure & Delivery (GCID) develops and delivers services for cloud infrastructure and cloud operations to SAP Lines of Business (LoB) and through them, our external customers. We support LoBs and their customers' cloud adoption journey through four hyperscaler public clouds and SAP's Infrastructure-as-a-Service.
Service Reliability Engineering (SRE) is a team within the GCID organization. It contributes to ensure the reliability and availability of SAP cloud services (internal or external) by developing and enhancing observability tools that help to either prevent or isolate an incident. SRE’s proactively help automate and optimize processes. The SRE team runs globally in a follow the sun model.
We are looking for a Senior AI Observability Engineer (SRE) focusing on both soft and physical layers of our global operations.
About the Role:
You will join a global & multidisciplinary SRE team of DevOps engineers, contributing to the development of AI solutions that power a stack of diverse observability services using Machine Learning and Large Language models. This role involves reshaping how we manage alerts, metrics, and logs by introducing deep learning and NLP to enhance reliability services. You will also support troubleshooting during major incidents related to our global cloud infrastructure, ensuring excellence in triage and resolution. You will help the team to reduce critical KPI's around MTTD/MTTR, Signal to Noise Ratio, and other relevant metrics using these advanced methods.
Expectations and Tasks:
Required Skills:
Fast adoption of cutting-edge technologies. Advanced analytical and problem-solving mindset. Strong team player with excellent communication skills. Self-starter who acts with a sense of urgency to quickly move issues forward efficiently and effectively. Fluent in spoken & written English.Required Experience:
Development: 4+ years of experience in professional or enterprise development. Strong knowledge of Python & JavaScript programming languages Proven experience in REST API implementation using Flask or FastAPI. Experience in microservice-based development. DevOps: Understand CI/CD pipelines using Azure, Jenkins, Travis, or similar. Hands-on experience with docker containers & Kubernetes. Work with public cloud environments such as GCP/AWS/Azure. Solid understanding of JSON, YAML, & Github. Solid Understanding of Enterprise/Service Provider Data Center Architecture. Strong familiarity with Enterprise-class Fault Monitoring and Performance Management tools. Artificial Intelligence: Experience with ML frameworks like PyTorch, TensorFlow, or similar. Knowledge in Prompt Engineering, Large Language Models, RAG, and Embeddings. Good understanding of Machine Learning Supervised/Unsupervised models. Good understanding of algorithms, data structures & data patterns. Education: Bachelor's or equivalent education in Software Engineering, Computer Science, or a related field.Preferred experience:
Knowledge Graphs, Graph DB's and Graph Theory Experience with Elasticsearch, Splunk, or similar. Experience in web development frameworks. Familiarity with Terraform, HelmChart, Ansible, or similar tools. Knowledge about Kubeflow, MLFlow, Dataflow, or similar technologies. Industry Technical Certifications (CKA, Elastic Certified Engineer, RHCE, CCNA, AZ-900, etc.) and ITIL related courseware are a plus.
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.
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