Senior Software Engineer, JAX

pNVIDIA is hiring senior engineers to develop its AI platform and more specifically its performance optimizations in deep learning frameworks using JAX, a tool that can differentiate between Python control code and NumPy code. Our goal is to deliver a polished, fast, modular and coordinated platform to handle data, training and analysis for a wide range of deep learning solutions using JAX. To achieve this and provide an excellent user experience, you have strong programming skills and excellent system design skills. You should have excellent communication and planning skills for this role. Come join us to build the next generation of tooling that will advance the numerical computing and machine learning research around the world! /ph3What You Will Be Doing /h3ulliPlay meaningful role in NVIDIA's effort in contributing to JAX. /liliDesign and implement JAX core components and drive peak performance on NVIDIA products. /liliWork with AI applied researchers and leaders to build future-proof models /liliBuild tools that will increase the efficiency of teams developing AI-based systems. /liliWork to bridge the gap between the latest in numerical computing, simulation and deep learning research and their applications in real world products. /li /ulh3What We Need To See /h3ulliBS in Computer Science or Computer Engineering or related field (or equivalent experience). /lili6+ years relevant experience. /liliC/C++ and Python programming. /liliExperience with machine learning frameworks and their internals (e.g. PyTorch, TensorFlow, scikit-learn, etc.). /liliProven ability developing customer-facing solutions, balancing feature requests and bugs. /liliProven technical foundation in CPU and GPU architectures, numeric libraries, modular software design. /liliHighly motivated with excellent verbal and written communication skills. /liliAbility to work successfully with multi-functional teams, principles and architects. Coordinates effectively across organizational boundaries and geographies. /li /ulh3Ways To Stand Out From The Crowd /h3ulliUnderstanding of JAX, Autograd, tracing, code generation and DSL compilers and their design. /liliUnderstanding of deep learning training in distributed contexts: multi-GPU, multi-node, synchronous vs asynchronous. /liliBackground with software shipping cycles (dev, deploy, release, CI). /liliExperience building distributed systems and services at large scale. /li /ulpYour base salary will be determined based on your location, experience, and the pay of employees in similar positions. For Poland: The base salary range is 292,500 PLN - 507,000 PLN for Level 4, and 375,000 PLN - 650,000 PLN for Level 5. /p #J-18808-Ljbffr