R&d Engineer

4 weeks ago

Pune, Maharashtra, India ANSYS Full time

Summary Role PurposeThe R D Engineer is responsible for the development of software products and supporting systems As part of Office of CTO in this role you will do research in Generative AI and deep learning on foundation models for physics building on top of SLM or LLMs to implement them on our local ML infrastructure Key Duties and ResponsibilitiesResearch and prototype SLMs and LLMs to apply them for specefic physics and physics models Build datasets infrasturcture and models with fundamental general capabilities of different modalities of physics such understanding of specific physics boundary conditions loading as well as other constraints in physics 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 Employs best practices in LLM space for prompt engineering fine-tining and creating vector datasets using Ansys tools and products Collaborate with product engineering teams to drive real-time model implementations and new feature creations Design efficient model pipelines to deploy foundation models Publish influential research outcomes and give presentations in top-tier conferences and journals Works independently with minimal supervision and may take on some planning and mentoring responsibilities Minimum Education Certification Requirements and ExperienceBS in Engineering Computer Science or related field Required Minimum Years of Professional Experience BS 5 MS 3 or PhD 1 2 years of experience with Deep Learning specifically in LLMs SLMs Publications or hands-on experience in large foundation model development computer vision data synthesis knowledge distillation and distributed decentralized system design Experience developing machine learning code in C or Python Expertise in C or Python with focus on deep learning frameworks like TensorFlow PyTorch JAX or Scikit LearnPreferred Qualifications and SkillsMasters with a minimum of 3 years of software development experience or a PhD degree with 1 yrs experience in working with LLMs or SLMs using fine tuning Publication in leading journals or conferences such as NeurlPS ICML or ICLRExperience with 3D geometry or computer vision

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