Expoint - all jobs in one place

מציאת משרת הייטק בחברות הטובות ביותר מעולם לא הייתה קלה יותר

Limitless High-tech career opportunities - Expoint

Nvidia Software Engineer - Deep Learning 
India, Maharashtra, Pune 
184778933

24.06.2024

What you’ll be doing:

  • Architect and lead development of next-generation Deep Learning and multimedia algorithms for processing of speech and audio applications.

  • Train Speech Enhancement models, assess them for quality, performance, and finetune them.

  • Analyze model accuracy and bias and recommend the next course of action & Improvements.

  • Improve processes for speech data processing, augmentation, filtering & training sets preparation.

  • Optimize algorithms for optimal performance on the GPU tensor cores

  • Collaborate with various teams to drive an end to end workflow from data curation and training to performance optimization and deployment

  • Influence strategic decisions in the team and product roadmap

  • Partner with system software engineers and validation teams to build and ship production-quality code.

What we need to see:

  • PH.D./MS in Computer Science or a closely related engineering field with 3+ years of relevant experience

  • Strong background in Deep Learning including model design, pruning & performance optimization, transfer learning etc

  • 4+ years of experience of leading cross-module projects and taking them to productization

  • Strong software engineering background with proficiency in C or C++

  • Hands-on expertise with PyTorch, TensorRT, CuDNN and one or more Deep Learning frameworks (Tensorflow, Keras etc)

  • Familiarity/expertizewith various cloud frameworks e.g. AWS, GCP, Azure is a big plus

  • CUDA programming experience is a plus

  • Excellent communication and collaboration skills

  • Self-motivated and able to find creative practical solutions to problems