Sr. Lead engineer

John Deere · Other US Location

Company

John Deere

Location

Other US Location

Type

Full Time

Job Description

Title: Sr. Lead engineer - 108268
Primary Location: India (IN) - Maharashtra - Pune
Job Grade: 08
Employee Referral Bonus: Referral Bonus will be provided as per Company's policy.
Duties:

  • Design, develop, and optimize CUDA-based algorithms for real-time processing in edge computing environments.
  • Implement parallel computing solutions to enhance performance and efficiency of computer vision and machine learning applications.
  • Collaborate with data scientists and engineers to translate machine learning algorithms into efficient CUDA implementations.
  • Analyze and optimize existing algorithms and code to improve execution times and memory usage on NVIDIA GPUs.
  • Mentor junior engineers and provide technical guidance on CUDA programming and optimization techniques.
  • Collaborate with cross-functional teams, including hardware engineers, system architects, and product managers, to define project requirements.
  • Stay updated with the latest advancements in CUDA programming, computer vision, and machine learning.


Required:

  • Strong expertise in CUDA C/C++ programming with a deep understanding of GPU architectures and parallel computing principles.
  • Experience with deep learning libraries and frameworks that support GPU acceleration (e.g., cuDNN, TensorRT).
  • Proven experience in profiling and optimizing CUDA applications for performance and memory efficiency using tools like NVIDIA Nsight, Visual Profiler, or similar.
  • Proficiency in computer vision algorithms (e.g., image processing, object detection, segmentation) and machine learning frameworks (e.g., TensorFlow, PyTorch).


Desired :

  • Knowledge of embedded systems or real-time operating systems (RTOS) for deploying applications on edge devices
  • Familiarity with data pipelines, data preprocessing, and handling large datasets efficiently.


Education:

  • BE/BTech, Master's or equivalent


The Posting will expire by 28 November 2024.

Apply Now

Date Posted

11/22/2024

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