IBM is seeking a highly motivated Compiler Software Engineer to join the dynamic and innovative IBM Z Deep Learning Compiler team. As a zDLC member, you will craft compiler capabilities that enable development and deployment of machine learning workloads on high performing and low latency IBM Z's next generation Neural Network Program Assist Hardware. IBM Z Deep Learning Compiler uses the ONNX-MLIR (Multi-Level Intermediate Representation) deep learning compiler to better realize the potential of IBM Telum series of on-chip hardware accelerators for a growing range of computational workloads, ranging from deep learning, scientific computation, and financial transactions. In this role, as a developer on our team, you have the opportunity of working on optimizing the IBM Z Deep Learning compiler, a core component of our platform for accelerating general purpose machine learning model inference on the IBM Telum processors. The IBM ZDLC compiler is responsible for translating machine learning models in ONNX format into ZDLC graph which is then generated as a shared library that is optimized for fast execution of these compiled machine learning models on IBM's family of industry-leading on-chip Telum processors. You will be solving challenging problems working alongside some of the top valued diverse minds in compiler technology and dedicated hardware AI accelerators. If this sounds like a fun challenge, and you are interested, please apply.
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What You'll Be Doing
• Design and implement enhancements to the IBM Z Deep Learning Compiler. This will involve working with ONNX, ONNX-MLIR, MLIR and LLVM (low level virtual machine) compiler infrastructure.
• Collaborate closely with teams developing other components of the compiler in ensuring robustness, high-quality code generation and suitability for developing programs exploiting compiled models as shared libraries used in deep learning and safety-critical execution environments on IBM Z platform for Linux on Z, LinuxOne, IBM Z Container Extension Platform and IBM Z/OS operating systems.
• Provide engineering support for the compiler and deliver targeted changes for production customer releases.
• Establish strong customer/partner relationships and trust through excellent execution and high-quality software development.
• Work with the open-source community to drive and deliver code contributions to lead IBM efforts in ONNX-MLIR.