25 Aug
|
Siemens Digital Industries Software
|
Pune
25 Aug
Siemens Digital Industries Software
Pune
Siemens Digital Industries Software is a leading provider of solutions for the design, simulation, and manufacture of products across many different industries. Formula 1 cars, skyscrapers, ships, space exploration vehicles, and many of the objects we see in our daily lives are being conceived and manufactured using our Product Lifecycle Management (PLM) software.
Define, monitor, and enforce Service Level Objectives (SLOs), Service Level Indicators (SLIs), and Error Budgets for AI services, understand scalable, fault-tolerant infrastructure for AI model serving, training pipelines, and data workflows, maintain comprehensive observability stacks (metrics, logs, traces) using tools like Datadog or Open Telemetry.
Responsibilities:
Enforce Service Level Objectives (SLOs), Service Level Indicators (SLIs), and Error Budgets for AI services
Lead incident response, root cause analysis (RCA), and post-mortem processes to minimize downtime and prevent recurrence
Proactively identify and resolve reliability risks before they impact end users
Maintain scalable,
fault-tolerant infrastructure for data pipelines, ML workflows and data workflows
Handle cloud infrastructure (Azure) using Infrastructure as Code (IaC) tools such as Terraform
Oversee Kubernetes clusters and containerized workloads (Docker) supporting AI microservices
Maintain comprehensive observability stacks (metrics, logs, traces) using tools like Prometheus, Grafana, Datadog, or Open Telemetry
Develop intelligent alerting systems to detect anomalies in AI model performance, latency, and efficiency
Automate repetitive operational tasks through scripting and tooling (Python, Bash, Go)
Build and maintain CI/CD pipelines for model deployment and service updates
Implement MLOps practices to streamline the deployment and monitoring of ML models in production
Ensure infrastructure and services align with security guidelines and relevant regulatory standards
Partner with data engineers and data scientists
📌 SRE Engineer (Pune)
🏢 Siemens Digital Industries Software
📍 Pune