Ai/ml Engineer

WHAT YOU DO AT AMD CHANGES EVERYTHING At AMD our mission is to build great products that accelerate next-generation computing experiences from AI and data centers to PCs gaming and embedded systems Grounded in a culture of innovation and collaboration we believe real progress comes from bold ideas human ingenuity and a shared passion to create something extraordinary When you join AMD you ll discover the real differentiator is our culture We push the limits of innovation to solve the world s most important challenges striving for execution excellence while being direct humble collaborative and inclusive of diverse perspectives Join us as we shape the future of AI and beyond Together we advance your career AI ML Engineer THE ROLE We are looking for an AIOps Software Development Engineer who designs and builds intelligent systems that automate IT operations using AI ML big data analytics and automation tools The role focuses on predicting incidents reducing downtime automating root-cause analysis and improving overall system reliability KEY RESPONSIBILITIES 1 AI ML Engineering Build and deploy ML models for anomaly detection event correlation log analysis capacity forecasting and predictive maintenance Develop real-time data pipelines for metrics logs traces and alerts Perform feature engineering on operational data system metrics logs traces events 2 Software Development Automation Design and develop automation workflows for self-healing and preventive remediation Build microservices APIs and automation platforms to integrate with monitoring tools Implement end-to-end CI CD pipelines 3 Monitoring Observability Integrate with tools like Nagios Prometheus PowerBI Grafana ELK EFK Splunk AppDynamics OpenTelemetry etc Develop dashboards alert systems and visualization for operational insights Use distributed tracing and log aggregation to support automated analysis 4 Incident RCA Prediction Fix Automation Build ML-based correlation engines for RCA Develop systems to predict incidents based on patterns in logs metrics Automate incident detection ticket classification and probable cause inference 5 Reliability Engineering Work with SRE teams to implement automated remediation restart services scale resources patch nodes heal containers etc Improve SLAs SLOs and MTTR using automation and ML insights PREFERRED EXPERIENCE Programming Development Python must Java Go optional Strong understanding of data structures algorithms API development REST gRPC Microservices containerization Docker Kubernetes AI ML Skills Machine learning supervised unsupervised Anomaly detection algorithms Model deployment MLflow SageMaker custom APIs Data Engineering Kafka Spark Flink Kinesis or similar streaming systems SQL NoSQL databases DevOps Cloud CI CD tools Jenkins GitHub Actions GitLab CI Cloud platforms AWS Azure GCP IaC Terraform Ansible ACADEMIC CREDENTIALS Bachelor s degree in Computer Software Engineering Computer Science or related technical discipline Benefits offered are described AMD does not accept unsolicited resumes from headhunters recruitment agencies or fee-based recruitment services AMD and its subsidiaries are equal opportunity inclusive employers and will consider all applicants without regard to age ancestry color marital status medical condition mental or physical disability national origin race religion political and or third-party affiliation sex pregnancy sexual orientation gender identity military or veteran status or any other characteristic protected by law We encourage applications from all qualified candidates and will accommodate applicants needs under the respective laws throughout all stages of the recruitment and selection process