We are seeking Computer Vision & Optics Specialists to join our R&D team. Candidates with 3 -10 years of experience in computer vision, image processing, integration of sensors & optical systems are encouraged to apply.
These roles involve developing & implementing advanced algorithms & systems for image analysis,object detection, tracking & avoidance, autonomous movements & optical recognition applications.
Essential Qualifications:
Bachelor’s or master’s degree in computer science, Electrical Engineering, Optical Engineering, or related field. Proven experience in developing & implementing computer vision algorithms & optics. (Drones / Automobiles / Robots).
Strong knowledge of image processing techniques & machine learning.
Experience with optical system design, analysis & integration.
Desired Experience:
Experience with 3D computer vision techniques.
Knowledge of GPU / CPU programming & optimization.
Familiarity with hardware-software integration for vision systems.
Experience with augmented reality (AR) or virtual reality (VR) applications.
Skill sets for Computer Vision & Optics Specialist
Computer Vision Algorithms:
Object detection, tracking, & classification
Feature extraction & matching
Image segmentation & scene understanding
Image Processing Techniques:
Filtering, enhancement, & restoration
Edge detection & contour analysis
Image registration & stitching
Machine Learning & Deep Learning:
Supervised & unsupervised learning methods
Convolutional neural networks (CNNs) & recurrent neural networks (RNNs)
Transfer learning & model fine-tuning
Optical System Design:
Lens design & optical components
Imaging systems & sensors
Light propagation & diffraction analysis
Programming & Software Development:
Proficiency in languages such as Python, C++, & MATLAB
Experience with computer vision libraries like OpenCV, YOLO & scikit-image
Familiarity of deep learning frameworks such as TensorFlow, PyTorch, & Keras
Hardware & Software Integration:
Interface with cameras, sensors, & other hardware
Real-time system development and optimization
GPU /CPU programming & parallel processing
Preferred Skills:
Depth estimation & reconstruction
Stereoscopic vision & point cloud processing
Augmented Reality (AR) & Virtual Reality (VR):
Developing applications for AR/VR environments
Integration of computer vision in AR/VR systems
Utilizing CUDA or OpenCL for accelerated computation
Optimizing algorithms for performance on GPU architectures
All the positions will be based in our “Centre of Excellence” at NCR.
Interested candidates are invited to submit their resume, & portfolio of relevant projects to care@pixella.in
