Senior DL Algorithms Engineer - Inference Performance
SCRAPED
Used Tools & Technologies
Not specified
Required Skills & Competences ?
Algorithms @ 4 Performance Optimization @ 4 Microservices @ 4 LLM @ 4 PyTorch @ 6 CUDA @ 1 GPU @ 4Details
We are now looking for a Senior DL Algorithms Engineer. NVIDIA is seeking senior engineers who are mindful of performance analysis and optimization to help us squeeze every last clock cycle out of Deep Learning workloads. If you are unafraid to work across all layers of the hardware/software stack from GPU architecture to Deep Learning Framework to achieve peak performance, we want to hear from you! This role offers an opportunity to directly impact the hardware and software roadmap in a fast-growing technology company that leads the AI revolution.
Responsibilities
- Implement language and multimodal model inference as part of NVIDIA Inference Microservices (NIMs).
- Contribute new features, fix bugs and deliver production code to TRT-LLM, NVIDIAβs open-source inference serving library.
- Profile and analyze bottlenecks across the full inference stack to push the boundaries of inference performance.
- Benchmark state-of-the-art offerings in various DL model inference and perform competitive analysis for NVIDIA SW/HW stack.
- Collaborate heavily with other SW/HW co-design teams to enable the creation of the next generation of AI-powered services.
Requirements
- PhD in CS, EE or CSEE or equivalent experience.
- 3+ years of experience.
- Strong background in deep learning and neural networks, in particular inference.
- Experience with performance profiling, analysis and optimization, especially for GPU-based applications.
- Proficient in C++, PyTorch or equivalent frameworks.
- Deep understanding of computer architecture, and familiarity with the fundamentals of GPU architecture.
Ways to stand out
- Proven experience with processor and system-level performance optimization.
- Deep understanding of modern LLM architectures.
- Strong fundamentals in algorithms.
- GPU programming experience (CUDA or OpenCL) is a strong plus.
Compensation & Benefits
Your base salary will be determined based on your location, experience, and the pay of employees in similar positions. The base salary range is 148,000 USD - 235,750 USD for Level 3, and 184,000 USD - 287,500 USD for Level 4. You will also be eligible for equity and benefits (see NVIDIA benefits page).
Other details
- Applications for this job will be accepted at least until August 8, 2025.
- NVIDIA is committed to fostering a diverse work environment and is an equal opportunity employer. The company does not discriminate on the basis of race, religion, color, national origin, gender, gender expression, sexual orientation, age, marital status, veteran status, disability status or any other characteristic protected by law.