Browse top remote and work from home JAX software developer jobs at remote companies. Apply now to fully remote opportunities.
JAX is a powerful open-source library developed by Google that allows software developers to create and run high-performance numerical computing applications, particularly in the field of machine learning and artificial intelligence. It combines the capabilities of NumPy, a popular library for numerical operations, with advanced features like automatic differentiation and GPU/TPU support, which means it can perform complex calculations much faster by utilizing specialized hardware. JAX works by transforming Python functions into optimized versions that can run on different types of hardware, making it easier for developers to write efficient code. In the software development cycle, JAX fits into the stages of designing, coding, and testing algorithms, especially when building models that require heavy computations. JAX developers focus on writing code that leverages these capabilities, optimizing algorithms for performance, and ensuring that their applications can scale effectively to handle large datasets and complex tasks.
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