Senior Software Engineer, JAX

Overview

• NVIDIA 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! What you will be doing: Play meaningful role in NVIDIA's effort in contributing to JAX.
• Design and implement JAX core components and drive peak performance on NVIDIA products.
• Work with AI applied researchers and leaders to build future-proof models Build tools that will increase the efficiency of teams developing AI-based systems.
• Work to bridge the gap between the latest in numerical computing, simulation and deep learning research and their applications in real world products.
• What we need to see: BS in Computer Science or Computer Engineering or related field (or equivalent experience).
• 6+ years relevant experience.
• C/C++ and Python programming.
• Experience with machine learning frameworks and their internals (e.g.
• PyTorch, TensorFlow, scikit-learn, etc.).
• Proven ability developing customer-facing solutions, balancing feature requests and bugs.
• Proven technical foundation in CPU and GPU architectures, numeric libraries, modular software design.
• Highly motivated with excellent verbal and written communication skills.
• Ability to work successfully with multi-functional teams, principles and architects.
• Coordinates effectively across organizational boundaries and geographies.
• Ways to stand out from the crowd: Understanding of JAX, Autograd, tracing, code generation and DSL compilers and their design.
• Understanding of deep learning training in distributed contexts: multi-GPU, multi-node, synchronous vs asynchronous.
• Background with software shipping cycles (dev, deploy, release, CI).
• Experience building distributed systems and services at large scale.
• Your 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.


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