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AI Inference Intern
PerplexityAI Inference Internship for exceptional Master’s or PhD students at Perplexity AI startup. Gaining experience in performance optimization and inference technologies with hands-on work.
Tech Stack
Tools & technologiesDistributed Systems
About the role
Key responsibilities & impact- Work with the inference team to improve serving latency and throughput
- Bring up support for new models and state-of-the art inference optimizations or quantization schemes
- Optimize inference across the entire stack, from GPU kernels to serving endpoints
Requirements
What you’ll need- Strong engineering track record with proven knowledge of fundamentals and programming languages (multi-threaded programming, networking, compilation, systems programming, etc)
- Pursuing a Master's or PhD in Computer Science with a focus on performance-related subjects (HPC, Compilers, Distributed Systems)
- Experience with ML frameworks (Torch, JAX)
- Experience with GPU programming (CUDA, Triton)
- Experience with High-Performance Computing (OpenMPI)
Benefits
Comp & perks- Unfortunately we cannot provide housing.
- Unfortunately we cannot provide health insurance for interns. Full time employees receive full health insurance and benefits.
- There is no limit. All outstanding performers will be given a full time offer!
ATS Keywords
✓ Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
multi-threaded programmingnetworkingcompilationsystems programminginference optimizationsquantization schemesGPU programmingCUDATritonHigh-Performance Computing
Certifications
Master's in Computer SciencePhD in Computer Science