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Senior Speech Data Scientist

4.00 to 0.00 Years   Pune   15 Feb, 2022
Nvidia Corporation
Job LocationPune
EducationNot Mentioned
SalaryNot Disclosed
IndustryIT - Hardware / Networking
Functional AreaSales / BD
EmploymentTypeFull-time

Job Description

    NVIDIA is known as the AI computing company. Come, join our Deep Learning team, where you can help build the real-time, cost-effective computing platform driving our success in this exciting and quickly growing field. We are currently seeking an experienced senior software engineer with strong Deep Learning and System Programming fundamentals coupled with robust C/C skills to contribute to the development of NVIDIA Maxine Audio - a comprehensive suite of SDKs and libraries that enable AI-driven features for game broadcasting, video conferencing and content creation.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 e.g. Background Noise Reduction, Room Echo Cancellation, Audio Super Resolution etc.
    • 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 8 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 with various DSP algorithms e.g STFT, ISTFT, FFT, Mel and Chroma Spectrograms and audio encoders-decoders e.g. AAC, OPUS is a plus
    • CUDA programming experience is a plus
    • Excellent communication and collaboration skills
    • Self-motivated and able to find creative practical solutions to problems
    NVIDIA is widely considered to be one of the technology world s most desirable employers. We have some of the most talented people on the planet working for us. As part of our team, you will have the opportunity to influence the future with your vision and expertise. Are you creative Are you driven not just by data or the need to know why, but yearn to ask, why not We want to hear from you. With competitive salaries and a generous benefits package, we are widely considered to be one of the technology world s most desirable employers. We have some of the most forward-thinking and hardworking people in the world working for us and, due to unprecedented growth, our exclusive engineering teams are rapidly growing. If youre a creative and autonomous engineer with a real passion for technology, we want to hear from you.NVIDIA is committed to fostering a diverse work environment and proud to be an equal opportunity employer. As we highly value diversity in our current and future employees, we do not discriminate (including in our hiring and promotion practices) on the basis of race, religion, color, national origin, gender, gender expression, sexual orientation, age, marital status, veteran status, disability status or any other characteristic protected by law. #deeplearning,

Keyskills :
pythonsoftware engineeringmodel designmachine learningdata analysissql

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