Sr. Software Developer
Role details
Job location
Tech stack
Job description
You will architect and deliver highperformance data ingestion and AIready pipelines across AMD's lakehouse environment (Apache Iceberg). Your work will shape how enterprise data connects, relates, and becomes useful for analytics and AI/ML. You'll partner with platform engineers, data scientists, and technical leaders to curate AMDspecific corpora, unify signals across storage, network, and operations, and operationalize models that infer root causes and improve decisionmaking, You are a handson AI builder witha track recordof delivering real AI solutions- notjust experiments. You thinkinsystems,design forscale and reliability, and communicate clearly with both technical and business partners. You thrive on transforming messy, disparate data into trustworthy, AIready knowledge and services., * Build AIready data pipelines:Design scalable ingestion and transformation workflows for structured and unstructured data in Apache Iceberg, enabling schema evolution, partitioning, and performance optimization.
- Model data relationships across platforms:Connect signals across storage, network, and applications to enable crosssystem anomaly tracing and contextual insights.
- Operationalize anomaly detection and inference:Implement pipelines/services that detect anomalies, enrich events, route signals to LLM/SLM models, and surface probable root causes.
- Enable LLM/SLM use cases on AMD data:Curate domainspecific corpora, define retrieval/feature pipelines, and support training, finetuning, and evaluation workflows.
- Deliver batch and streaming pipelines at scale:Build near realtime and scheduled processing using Spark or similar engines with a focus on reliability and low latency.
- Ensure governance, lineage, and quality:Apply metadata, lineage, and dataquality checks across pipelines;maintainCI/CD processes and versioned codebases.
- Lead platform stewardship:Operateand troubleshoot Linuxbased environments; monitorlakehouseperformance and cost., AMD may use Artificial Intelligence to help screen, assess or select applicants for this position. AMD's "Responsible AI Policy" is available here.
Requirements
- Delivered productiongrade AI solutions (anomaly detection, inference, predictive analytics).
- Handson work with LLMs/SLMs, including training, finetuning, evaluation, or retrievalaugmented workflows.
- Strong Python and SQL; experience with Spark and the Hadoop ecosystem.
- Building Iceberg (or similar) table formats with schema evolution and performance tuning.
- Designing data models thatrelatesignals across storage, networking, and operations.
- Experience with data governance, metadata/lineage, dataquality automation, and CI/CD for data/ML.
- Linux systemsexpertise, shell scripting, and performance troubleshooting., * Bachelor's orMaster's degree in Computer Science, Software Engineering, Data Engineering, or a related field preferred.
