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Staff Software ML Engineer - Analytics

Staff Software ML Engineer - Analytics

NetradyneBengaluru, Karnataka, India
10 days ago
Job description

About Netradyne

Founded in 2015, Netradyne is a technology company that leverages expertise in Artificial Intelligence, Deep Learning, and Edge Computing to bring transformational solutions to the transportation industry. Netradyne’s technology is already deployed in thousands of vehicles; and our customers drive everything from passenger cars to semi-trailers on interstates, suburban roads, rural highways—even off-road.

Netradyne is actively seeking talented engineers to join our Analytics team. We are particularly interested in individuals with a strong educational background and past experience in IoT-related companies. This role is specifically for a Staff position as a Software Development Engineer in System Optimization.

Our team's primary focus is on developing cutting-edge AI solutions that empower drivers and fleets to optimize system performance and identify areas for improvement in real-time, aiming to enhance efficiency and reduce resource consumption. If you have prior experience in IoT-related fields and are passionate about optimizing systems and software development, we encourage you to apply and be a part of our innovative team.

Experience : - 7-9 Y Experience

Job Responsibilities As a Staff Software ML Engineer in System Optimization, you will implement, and evolve processes to ensure the efficient and high-performance operation of our in-house designed and developed driver monitoring and assistance technology. Your responsibilities will include :

  • Crafting and developing tools, frameworks, and reporting mechanisms for system optimization.
  • Streamlining software for deployment across IoT devices, implementing GPU / CPU / DSPs.
  • Enhancing data platforms and optimizing machine learning models deployed on the platform.
  • Improving driver monitoring and driver assistance algorithms to boost system efficiency and report key performance indicators (KPIs).
  • Managing production inquiries and ensuring overall application stability in production environments.
  • Effectively conveying highly technical results to diverse audiences.

Requirements To excel in this Staff Software ML Engineer in System Optimization role, you should possess the following qualifications :

  • Hold a B.E / B.Tech or M.E / M.Tech degree with a minimum of 6+ years of experience in software system optimization.
  • Exhibit exceptional attention to detail, strong analytical skills, and a creative mindset dedicated to achieving optimal system performance.
  • Demonstrate proficiency in programming languages such as C / C++, OpenGL, CUDA, and Python.
  • Possess a solid grasp of basic statistics, probability, and concepts in machine learning (ML) and computer vision (CV).
  • Have experience with ML frameworks, including Caffe, TensorRT, OpenCL, SNPE, OpenVino, and ONNX.
  • Bring experience in embedded platforms, make files, build systems, and familiarity with Jenkins, which is a valuable asset.

    • Join our team as a Staff Software ML Engineer in System Optimization and play a pivotal role in enhancing the efficiency and performance of our cutting-edge technology.

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