Lead AI Scientist

4 days ago

Bengaluru, Karnataka, India Mantra Softech Full time ₹ 20,00,000 - ₹ 25,00,000 per year

Job Overview
As a Lead Scientist, you will spearhead the development and optimization of cutting-edge image processing algorithms and machine learning models with a focus on real-time performance.

Your role will involve driving innovation in model compression, deploying AI solutions on edge devices, and collaborating closely with hardware teams to seamlessly integrate AI/ML models into real-time embedded Responsibilities : Processing Development :

  • Design and implement real-time image processing algorithms.
  • Work on tasks like object detection, tracking, and image segmentation.
  • Develop image enhancement techniques and integrate them into Optimization and Machine Learning Development :
  • Optimize models using techniques such as quantization, weight pruning, and knowledge distillation.
  • Implement deep learning models with frameworks like TensorFlow or PyTorch.
  • Utilize TinyML frameworks (TensorFlow Lite, uTensor, etc.) for efficient AI models on edge devices.
  • Prototype and iterate on ML architectures tailored for constrained environments.
  • Publish research findings and contribute to AI community growth through publications or Development :
  • Develop scalable, high-performance C++ code for large systems.
  • Implement advanced C++ features like template metaprogramming and compile-time and Parallel Computing :
  • Develop multithreaded solutions using modern CPUs.
  • Utilize parallel computing features like std : : thread and std : : Analysis and Optimization :
  • Conduct performance analysis and apply optimization techniques to improve system efficiency.
  • Collaborate with hardware teams for platform-specific Structures and Algorithms (DSA) :
  • Utilize advanced data structures like B-trees, hash tables, and tries.
  • Implement algorithms for tasks like sorting, searching, and graph and Code Quality :
  • Document algorithms and code comprehensively.
  • Maintain high code quality through reviews and static code analysis :
  • 8+ Years of experience with a Degree in Computer Science or a related field Extensive experience in C++ development with advanced features.
  • Strong background in image processing, computer vision, and machine learning.
  • Proficient in multithreading, parallel computing, and performance optimization.
  • Expertise in data structures and algorithms.
  • Familiarity with GPU programming.
  • Experience with frameworks like TensorFlow, PyTorch, ONNX, and TFLite.
  • Python experience is a plus.

Why Join Us

  • Be at the forefront of AI innovation for edge devices and TinyML deployment.
  • Collaborate with a talented team to create cutting-edge AI solutions for embedded systems.
  • Opportunities for professional growth, including AI research publications and scalable AI solutions for real-world Accolades :
  • ELCINA India : Awarded the ELCINA Award for Excellence in Electronics Innovation in 2019.
  • CII Design Award : Our Biometric POS Terminal received recognition at the CII Design Excellence Awards.
  • InterCon Dubai : Recognized as one of the Top 50 Innovators in 2019 for innovation in biometric technology.
  • Electronics Maker Award : Named the best company in 2020 under the "Make in India" initiative.
  • Department of Science & Technology : Recognized as a Government of India-certified Research & Development Centre.
  • UIDAI/Aadhaar Certified : Platinum category certified Attendance System Provider with biometric design certified by the FBI (USA) for quality.

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