Senior Staff Analytics Lead

7 days ago


Bengaluru, Karnataka, India Netradyne Full time
Job Title: Senior Staff Analytics

As a Senior Staff Analytics professional at Netradyne, you will lead a team of engineers and establish, implement, and evolve processes to ensure the efficient and high-performance operation of our in-house designed and developed driver monitoring and assistance technology.

Key Responsibilities:
  • Design and develop system optimization tools, frameworks, and reporting mechanisms to enhance system efficiency.
  • Collaborate with developers and review design documents to devise comprehensive system optimization plans.
  • Streamline software for deployment across IoT devices, implementing GPU/CPU/DPS optimizations.
  • Enhance data platforms and optimize machine learning models deployed on the platform.
  • Improve driver monitoring and driver assistance algorithms to boost system efficiency and report key performance indicators (KPIs).
  • Manage production inquiries and ensure overall application stability in production environments.
  • Effectively convey highly technical results to diverse audiences.
Qualifications:
  • Hold a B.E/B.Tech or M.E/M.Tech degree with a minimum of 8+ 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.
  • Showcase knowledge of databases, both SQL and NoSQL, with additional desirable expertise in Docker and Kubernetes.
  • Display proven experience in executing and contributing to system optimization, including the design of new optimization frameworks for ML and AI applications.

At Netradyne, we are committed to delivering cutting-edge technology that enhances the efficiency and performance of our systems. As a Senior Staff Analytics professional, you will play a pivotal role in achieving this goal and contributing to the success of our team.



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