Data Scientists Jobs Near Me in California

Job Description

About the Role

The Performance Optimization team at Luma is dedicated to maximizing the efficiency and performance of our AI models. Working closely with both research and engineering teams, this group ensures that our cutting-edge multimodal models can be trained efficiently and deployed at scale while maintaining the highest quality standards.

Responsibilities

Profile and optimize GPU/CPU/Accelerator code for maximum utilization and minimal latency
Write high-performance PyTorch, Triton, CUDA, deferring to custom PyTorch operations if necessary
Develop fused kernels and leverage tensor cores and modern hardware features for optimal hardware utilization on different hardware platforms
Optimize model architectures and implementations for distributed multi-node production deployment
Build performance monitoring and analysis tools and automation
Research and implement cutting-edge optimization techniques for transformer model

Experience

Expert-level proficiency in Triton/CUDA programming and GPU optimization
Strong PyTorch skills
Experience with PyTorch kernel development and custom operations
Proficiency with profiling tools (NVIDIA Nsight, torch profiler, custom tooling)
Deep understanding of transformer architectures and attention mechanisms
(Preferred) Experience with compilers/exporters such as torch.compile, TensorRT, ONNX, XLA
(Preferred) Experience optimizing inference workloads for latency and throughput
(Preferred) Experience with Triton compiler and kernel fusion techniques
(Preferred) Knowledge of warp-level intrinsics and advanced CUDA optimization
(Preferred) Background in compiler optimization or hardware-software co-design

Compensation

The pay range for this position in California is $180,000 - $250,000yr; however, base pay offered may vary depending on job-related knowledge, skills, candidate location, and experience. We also offer competitive equity packages in the form of stock options and a comprehensive benefits plan.

Your applications are reviewed by real people.

Scan to Apply

Just scan this QR code to apply from your phone.

Fast
Easy
Apply on the go

Not ready to apply yet?
Enter your email and we'll send you a reminder to come back and apply.

Research Scientist / Engineer – Performance Optimization

Research Scientist / Engineer – Data

Database & Business Intelligence (BI) Analyst - Information Technology Services

Business Analyst I/II

Data & Analysis Intern

Data Analyst

Senior Data Specialist II

Senior Data Specialist

Discovery Business and System Analyst (Top Secret Clearance Required)

Data Specialist

Director of Data & Analysis

Director, Clinical Data Management

Senior Data Analyst - Hybrid

Deductions Analyst Petaluma, CA

Data Science Lead

Data Science Lead

Data Analyst

Business Analyst I/II

Research Data Scientist

Machine Learning Research Scientist

Research Scientist / Engineer – Performance Optimization in California at lumalabs.ai

Explore Related Opportunities

Job Description

Scan to Apply

Job Location

Frequently asked questions about this position