Ansys
Location
India | India
Job description
Summary / Role Purpose
The R&D Engineer II contributes to the research and development of software products and supporting systems. As part of Office of CTO, in this role you will do machine learning and deep learning with generative models such as stable diffusion to research and build proof concepts and work with larger product organization for integration into products. Key Duties And Responsibilities Performs complex development activities, including the research, design, development, maintenance, testing and documentation of diffusion models. Research deep learning methods to apply them for numerical simulation in context of fluids, structures, electromagnetics, optics, and electronics. Participates in brainstorming, planning, architecture and research. Collaborate with product engineering teams to drive real-time model implementations and new feature creations. Maintains efficient/scalable processes for large scale data analyses, model development, framework development, model validation and model implementation. Diagnose and fix code problems. Create unit regression and/or system-level tests to thoroughly validate new features or changes. Works under the general supervision of a development manager Minimum Education/Certification Requirements And Experience BS in Engineering, Computer Science, or related field. Working experience developing machine learning code in C++ or Python with a focus on deep learning frameworks like TensorFlow, PyTorch, JAX, or Scikit Learn Preferred Qualifications And Skills Masters or a PhD degree with 1 yrs experience in generative models such as GANs or Stable diffusion. Experience with GPU programming (CUDA, OpenGL, OpenCL, DirectX). Publication in leading journals or conferences such as CVPR, NeurlPS, ICML or ICLR Experience with 3D geometry, computer graphics or computer visionJob tags
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