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Booking.com
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Full-time
bachelor degree, postgraduate degree
Posted 21d ago
~40 hrs/week
Responsibilities
Develop a low-overhead, always-on GPU profiling service for production ML workloads across cluster environments. Lead the delivery of features spanning user-mode components, driver layers, and performance counter providers.
Requirements
Requires a BS/MS in Computer Science or Engineering with over 5 years of experience in system-level C++ development. Candidates should have strong knowledge of operating systems, computer architecture, and production-quality software delivery.
Full job description
Help build an Always-On, low-overhead GPU profiling service that runs in production, scales across cluster environments, and delivers actionable insights for ML workloads. You will be hands-on delivering our profiling solutions across system software, drivers, and CUDA to make profiling continuously available and reliable.
What you’ll be doing:
Develop low-overhead, high-reliability implementations in C/C++, with bounded CPU/memory budgets.
Lead end-to-end feature delivery spanning user-mode components, driver/platform layers, and performance counter/trace providers.
Establish profiling models that integrate with existing ML/AI workflows (e.g., PyTorch/XLA) to turn low-level signals into actionable insights.
What we need to see:
BS or MS degree or equivalent experience in Computer Engineering, Computer Science, or related degree.
5+ years of system-level C/C++ development, including concurrency, memory management, and performance engineering.
Familiarity with system software design, operating systems fundamentals, computer architectures, performance analysis, and delivering production-quality software.
Strong interpersonal, verbal, and written communication; able to influence across organizations and build trust with external collaborators.
Ways to stand out from the crowd:
Extensive experience with profiling/tracing stacks for CPU/GPU (e.g., CUPTI, Nsight, performance counters, event correlation) and debugging highly concurrent systems.
Deep hands-on knowledge of CUDA and GPU architecture, including runtime/driver APIs, CUDA streams/graphs, and kernel behavior.
Track record building continuous, always-on, or multi-client profiling systems designed for predictable overhead at scale.
Hands-on experience tuning ML training/inference loops based on deep profiling analysis, with familiarity in ML ecosystems (e.g., PyTorch, JAX) and correlating application events with GPU metrics to translate data into actionable performance insights (e.g., bottleneck triage, compute vs. memory bound).
Experience with user-mode driver development and integration within platform security and permissions models.
Since its founding in 1993, NVIDIA (NASDAQ: NVDA) has been a pioneer in accelerated computing. The company’s invention of the GPU in 1999 sparked the growth of the PC gaming market, redefined computer graphics, ignited the era of modern AI and is fueling the creation of the metaverse. NVIDIA is now a full-stack computing company with data-center-scale offerings that are reshaping industry.
Offices: 2701 San Tomas Expressway, Santa Clara, CA 95050, US · No. 8, Ji Hu Rd., Taipei City, Taipei City 114, TW · Nanakramguda, Serilingampally Mandal, Plot # 6A&B, IT Park Layout, RR District, Hyderabad, Telangana 500046, IN · No. 127 Andheri Kurla Road, CNB Square, Mumbai, Village Chakala, Andheri East 400 093, IN · Survey No. 144/145, Samrat Ashok Path, Off Airport Road, Pune, Yerwada 411 006, IN
How many Science & Research jobs are open in Tel Aviv, Israel right now?
There are currently 151 open science & research positions in Tel Aviv, Israel listed on Clera. New openings are added daily as companies post roles.
Which companies are hiring for Science & Research roles in Tel Aviv, Israel?
Companies currently hiring include NVIDIA, Samsung Research Israel (SRIL), Classiq, Anyon Systems Inc., Palo Alto Networks, among others. Browse the listings above to see every active employer.
Are there remote or hybrid Science & Research jobs in Tel Aviv, Israel?
Yes — 25 of the 151 open science & research positions offer remote or hybrid work (11 remote, 14 hybrid).
How do I apply for Science & Research jobs in Tel Aviv, Israel?
Each listing links directly to the employer's application page. Apply early — fresh listings get the most recruiter attention in the first two weeks.