Sr. Cloud AI Infrastructure Engineer
Tencent- Location
- US-California-Palo Alto
- Workplace
- —
- Employment
- —
- Salary
- USD 151,300–283,800/yr
Posted 2mo ago
Business Unit
Cloud & Smart Industries Group (CSIG) is responsible for promoting the company's cloud and industry Internet strategy. CSIG explores the interactions between users and industries to create innovative solutions for smart industries via technological advancements such as cloud, AI, and network security. While driving the digitalization of retail, medical, education, transportation and other industries, CSIG helps companies serve users in smarter ways, building a new ecosystem of intelligent industries that connect users and businesses.
What the Role Entails
1.Architecture Research
Conduct in-depth research into the underlying hardware logic of various AI accelerators; evaluate the power-efficiency ratio and suitability of different heterogeneous architectures in the context of Large Language Model (LLM) inference and training.
2.Operator & Performance Optimization
Design and optimize high-performance operator libraries for large-scale cloud computing environments; resolve long-tail latency issues in hardware scheduling, memory management, and distributed communication.
3.Interconnect Architecture Definition
Define the interconnect architecture ; drive the virtualization, standardized access, and efficient pooling of heterogeneous computing resources in the cloud.
4.Technology Trend Analysis
Monitor global trends in semiconductors and accelerators; perform feasibility studies and experimental validation for the implementation of emerging technologies within cloud infrastructure.
Who We Look For
1.Education
Master’s or Ph.D. degree in Computer Engineering, Electronic Engineering, Microelectronics, or a related field.
2.Core Expertise
Expertise in GPGPU architectures or other mainstream AI accelerator architectures.
3.Programming & Frameworks
Proficient in parallel computing frameworks; deep understanding of low-level operator development languages (e.g., CUDA, Triton).
4.Network & Distributed Systems
Solid understanding of large-scale distributed systems, cluster topologies (e.g., Fat-tree, Torus), and high-performance network protocols.
5.Industry Insight
Familiar with the architectural evolution of global leading computing enterprises; ability to objectively analyze the technical pros/cons and engineering challenges of different architectural paths.
6.Experience
Experience in the application, optimization, or architectural design of ultra-large-scale accelerator clusters is preferred.
7.Framework Optimization
Experience in the low-level adaptation and performance tuning of mainstream deep learning frameworks (e.g., PyTorch, TensorFlow) is preferred.
Location State(s)
US-California-Palo Alto
The expected base pay range for this position in the location(s) listed above is $151,300.00 to $283,800.00 per year. Actual pay may vary depending on job-related knowledge, skills, and experience. Employees hired for this position may be eligible for a sign on payment, relocation package, and restricted stock units, which will be evaluated on a case-by-case basis. Subject to the terms and conditions of the plans in effect, hired applicants are also eligible for medical, dental, vision, life and disability benefits, and participation in the Company’s 401(k) plan. The Employee is also eligible for up to 15 to 25 days of vacation per year (depending on the employee’s tenure), up to 13 days of holidays throughout the calendar year, and up to 10 days of paid sick leave per year. Your benefits may be adjusted to reflect your location, employment status, duration of employment with the company, and position level. Benefits may also be pro-rated for those who start working during the calendar year.
Equal Employment Opportunity at Tencent
As an equal opportunity employer, we firmly believe that diverse voices fuel our innovation and allow us to better serve our users and the community. We foster an environment where every employee of Tencent feels supported and inspired to achieve individual and common goals.
Skills
- LLM
- CUDA
- Triton
- Deep Learning
- PyTorch
- TensorFlow
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