Site Reliability Engineer (ai/ml Expertise) - Btp
- SAP
- 5 - 10 years
- Bengaluru
- 22 days ago
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Job Description
SAP is seeking a Site Reliability Engineer (SRE) with AI/ML operational expertise , basic DevOps skills , and strong proficiency in Red Hat Linux and Shell/Bash scripting . This role focuses on reliability engineering, observability, automation, and operational excellence for SAP-centric platforms and AI-driven services. Experience with SAP Integration Suite , SAP API Management , or Google Apigee is essential.
What you ll build:
- Reliability Engineering
- Define and implement SLIs, SLOs, SLAs for SAP applications.
- Apply error budgets and reliability principles to guide release decisions.
- Conduct capacity planning , performance tuning , and chaos engineering for resilience.
- Observability & Incident Management
- Build end-to-end observability : metrics, logs, traces, and distributed monitoring.
- Implement Dynatrace for application and infrastructure monitoring.
- Automate alerting , runbooks , and incident response workflows .
- Drive postmortems , root cause analysis, and continuous improvement.
- AI/ML Operations
- Operationalize ML models: deployment, monitoring, drift detection, rollback strategies .
- Ensure model reliability , fairness, and compliance in production environments.
- Automate model retraining pipelines and integrate with SAP BTP AI services.
- API Management & Integration
- Manage and secure APIs using SAP Integration Suite , SAP API Management , or Google Apigee .
- Implement API governance , traffic management, and monitoring for reliability.
- Collaborate with development teams to ensure API-first architecture and integration best practices .
- Basic DevOps
- Support CI/CD pipelines for SAP and non-SAP workloads.
- Implement Infrastructure as Code (IaC) for environment provisioning.
- Assist in containerization and Kubernetes operations .
- Security & Compliance
- Embed security controls into operational workflows (secrets management, vulnerability scanning).
- Ensure compliance with data privacy , auditability , and SAP security standards .
What you bring:
- Bachelors or Masters in relevant field
- 5+ years of experience in SRE/Platform Reliability roles, including AI/ML operations experience .
- Hands-on experience with SAP Integration Suite , SAP API Management , or Google Apigee .
- Strong proficiency in Red Hat Linux and Shell/Bash scripting .
- Exposure to basic DevOps practices (CI/CD, IaC, container orchestration).
Core SRE Skills
- SLIs/SLOs, error budgets, chaos engineering.
- Observability: Dynatrace, Prometheus, Grafana, ELK/EFK, OpenTelemetry.
- Incident response: Knowledge on ticketing tools like Jira, ServiceNow. Ability to investigate and prepare CF RCAs.
- Familiarity with multiple cloud platforms such as AWS, Azure, Google Cloud Platform. Understand their respective offerings, services, and best practice.
API Management
- SAP Integration Suite, SAP API Management, or Google Apigee.
- API security, throttling, analytics, and governance.
Automation & Infrastructure
- Kubernetes, Helm, Terraform, Argo CD/Flux.
- Self-healing and auto-remediation strategies.
AI/ML Operations
- MLflow, Kubeflow, Airflow, model monitoring tools (Evidently AI, WhyLabs).
- Feature stores, model registries, inference serving (Triton, Seldon).
Basic DevOps
- CI/CD tools: Azure DevOps, GitHub Actions, Jenkins.
- Containers: Docker, Kubernetes.
SAP Exposure
- SAP BTP (Neo, Cloud Foundry), SAP AI Core, SAP HANA ML.
Programming
- Python (for ML workflows), Shell/Bash scripting, Go/Java for reliability tooling.
KEY PERFORMANCE INDICATORS
- SLO attainment, MTTR reduction, incident frequency.
- API reliability and performance metrics.
- Model reliability metrics (drift detection time, rollback success).
WHAT YOU GET
- Opportunity to shape reliability engineering for AI-driven SAP solutions .
- Work on API management and observability in hybrid cloud environments.
- Collaborative culture focused on operational excellence and innovation .
Job Classification
Industry: IT Services & ConsultingFunctional Area / Department: Engineering - Software & QARole Category: DevOpsRole: Site Reliability EngineerEmployement Type: Full timeContact Details:
Company: SAPLocation(s): Bengaluru+ View Contact
Keyskills: Performance tuning Automation SAP Operational excellence Reliability engineering Continuous improvement bash scripting Analytics Python Capacity planning
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