13 hours ago
Base Salary
$114k - $170k/yr
Responsibilities
- Analyze power and performance telemetry covering battery life, thermal behavior, workload responsiveness, and large-scale field usage.
- Conduct system-level investigations and statistical studies across hundreds of thousands of devices.
- Build and maintain tooling, dashboards, visualizations, interactive analysis pipelines, data pipelines, ML workflows, and validation frameworks.
- Apply statistical methods to model relationships, quantify uncertainty, identify trends and anomalies, and communicate findings to technical and non-technical stakeholders.
- Develop and maintain Python and C tools for characterizing, optimizing, and integrating power and performance algorithms.
- Design, tune, validate, automate, and integrate adaptive hardware optimization algorithms, including ML-based components, into production environments and partner-facing SDKs.
- Collaborate with engineering, architecture, and cross-functional teams on performance measurement, quality validation, and continuous improvement.
Requirements
- Strong capability in both data science and hands-on software engineering, including experimental analysis and product-scale engineering.
- Strong statistical fundamentals and ability to translate complex analytical findings into clear narratives.
- Experience with ML toolchains, workflows, or model deployment.
- Experience with or familiarity with client PC benchmarking tools and methodologies such as Procyon, 3DMark, Cinebench, and BAPCo.
- Understanding of PC system architecture, hardware abstraction, or platform performance tuning.
- Experience integrating algorithms into production environments across varied hardware configurations.
- Experience with Dataiku or similar data science platforms is preferred.
- A bachelor’s or master’s degree in a related discipline is preferred.
Tech Stack
Categories
About AMD
AMD designs and sells CPUs, GPUs, and adaptive/embedded computing products for PCs, data centers, gaming, and edge devices. Its portfolio includes Ryzen and EPYC processors, Radeon and Instinct graphics, and adaptive SoCs from its Xilinx acquisition, sold to OEMs, cloud providers, and device makers. Founded in 1969 and headquartered in Santa Clara, it is a public company on NASDAQ and supplies semi-custom chips for major game consoles.