Software Engineer - Deep Learning
Location
Pune | India
Job description
We are seeking a highly skilled software engineer with expertise in system software and deep learning principles to contribute to the advancement of our next-gen audio engine, focused on deep learning technologies. As a valued member of our team, you will have the opportunity to work on groundbreaking cloud and embedded AI solutions, ensuring an unparalleled audio experience. Your responsibilities will include designing, implementing, and optimizing critical components of our embedded audio software, and shaping its core functionalities.
What You'll Be Doing - Collaborate with multi-functional teams to define and understand requirements and create optimal SW designs to meet those requirements.
- Develop and optimize deep learning audio algorithms to achieve optimal latency, quality, and resource utilization.
- Design and develop device drivers for several audio hardware components and interfaces.
- Conduct thorough debugging and fixing of SW issues across full stack SW (application, OS, drivers and firmware).
- Participate in architectural discussions and help shape the direction of product development for next-gen solutions.
What We Need To See - 3+ years of experience in developing and optimizing deep learning models.
- Bachelor/Master/PhD in Computer Science or Electronics or Electrical Engineering or equivalent experience
- Strong programming skills in C and C++, with a deep understanding of software development principles.
- Curiosity about full-stack development - from implementing frameworks and interfaces to understanding the impact and consequence on the hardware.
- Passion for optimizing end-to-end performance, root causing bottlenecks, and optimizing performance on GPU, CPU, memory and platform.
- Understanding of Deep Learning fundamentals e.g. UNETs, Transformers, GANs, diffusion networks
- Familiarity with computer system architecture, GPU, microprocessor, and microcontroller fundamentals.
- Strong communication and analytical skills.
Ways To Stand Out From The Crowd - You have experience working in Speech Processing Algorithms e.g. Background Reduction, Speaker Separation, Speech Enhancement etc.
- Understanding of hardware-level concepts related to audio interfaces, codecs, amplifiers, and ADC/DAC converters.
- You have robust Digital Signal Processing(DSP) skills.
- Familiarity with software lifecycle-based processes and familiarity with embedded systems and real-time operating systems (RTOS).
- Self-motivated, fast to act, and eager to learn as well as guide.
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 you're a creative and autonomous engineer with a real passion for technology, we want to hear from you.
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