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HP Inc.

Makes computers and printers for work and home

Principal AI Runtime & Performance Lead

Applied Machine LearningConfirmed live in the last 24 hours
Full-timeHouston, TX, USAIn-person

About the Job

Requirements

  • At least 10 years of experience in software engineering, systems architecture, runtime systems, or a related field, including technical leadership of complex engineering initiatives.
  • Demonstrated experience defining architecture and performance strategy for AI runtimes, inference platforms, or hardware-aware software systems.
  • Strong understanding of heterogeneous computing, including CPU, GPU, and NPU execution and implications for model placement and resource utilization.
  • Deep knowledge of memory behavior, concurrency, scheduling, and interactions among applications, operating systems, runtimes, and hardware.
  • Strong Linux and Windows expertise, including assessing how operating-system capabilities and constraints affect runtime design.
  • Experience establishing performance requirements, benchmark methodologies, and validation approaches that guide engineering decisions.
  • Ability to lead cross-functional engineering teams through influence, communicate architectural trade-offs, and drive alignment across organizations.
  • Bachelor’s degree in computer science, software engineering, information technology, a related field, or equivalent practical experience.

Responsibilities

  • Own the technical direction for AI runtime architecture and performance across supported PC platforms and hardware configurations.
  • Define model execution strategies across CPU, GPU, and NPU resources, balancing responsiveness, throughput, memory use, power consumption, and thermal constraints.
  • Determine how different model types and workload patterns should influence runtime design, hardware utilization, and resource allocation.
  • Establish architectural approaches for concurrent agents and models, including resource coordination and behavior under system pressure.
  • Translate customer experience goals into performance budgets, system requirements, and design principles that engineering teams can implement.
  • Define benchmark methodology and representative workload scenarios to evaluate architectural choices and measure progress against performance goals.
  • Guide cross-functional teams through design reviews, resolve technical trade-offs, and prioritize improvements based on system-level impact.
  • Partner with hardware, firmware, operating system, platform, and AI engineering teams to align capabilities and dependencies across the stack.
  • Shape engineering roadmaps, evaluate emerging technologies through proofs of concept, and mentor engineers on runtime architecture and performance design.

Desired Qualifications

  • Experience with edge AI platforms, on-device inference, and performance planning for commercial PCs.
  • Familiarity with inference frameworks such as ONNX Runtime, TensorRT, and OpenVINO and their hardware execution backends.
  • Knowledge of model architectures, quantization, and the relationship between model characteristics, memory footprint, and execution performance.
  • Experience using device telemetry to understand workload behavior and inform architectural decisions.
  • Familiarity with firmware integration, hardware resource controls, and power and thermal management.
  • Strong C++ and Python background to support technical reviews, architectural prototyping, and collaboration with implementation teams.

About the Company

HP Inc.

Makes computers and printers for work and home

HP designs personal computers, printers and related supplies for households, businesses and public institutions, with products for everyday work and professional computing. Its Z workstations support demanding technical tasks, while its commercial printing systems serve offices, print shops and industrial manufacturers. It sells devices and replacement supplies directly and through partners, and earns service revenue from software, support and managed computer and printer fleets. Founded as a partnership in 1939, the company is headquartered in Palo Alto, California, and retained the PC and printing businesses after separating Hewlett Packard Enterprise in 2015.

Company size
10,001+
Company stage
IPO
Headquarters
Palo Alto, CA
Founded
1939

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