Airbus pioneers
Location
Bangalore | India
Job description
Job Description:
We are looking for a highly skilled and experienced Computer Vision Engineer to join our dynamic team in developing advanced perception systems for robotic applications within the aircraft manufacturing industry. The ideal candidate will have a strong background in developing optimized computer vision algorithms.
Key Responsibilities:
Design and implement state-of-the-art computer vision algorithms encompassing image classification, object detection, semantic segmentation, tracking, and pose estimation using both conventional and deep learning methodologies.
Create efficient and real-time convolutional neural network (CNN) models.
Utilize deep learning frameworks such as TensorFlow, Caffe, Pytorch for AI model development and OpenCV, eigen,LAPACK, GMTL for the image processing.
Engage in rapid prototyping using Python, coupled with coding and debugging skills in C++.
Lead and manage a multidisciplinary team, ensuring effective collaboration and clear communication of technical concepts to management and team members.
Qualifications:
Minimum 4 years of experience in computer vision algorithm development.
Solid foundation in image processing, neural networks, CNNs, and vision transformer architectures.
Expertise in the entire deep learning lifecycle, including data preparation, model engineering, evaluation, deployment, monitoring, and maintenance.
Experience in developing algorithms for 2D/3D sensors.
Proficiency with Deep Learning libraries and algorithms (TensorFlow & Keras, PyTorch, FastAI, U-Net, YOLO = 5, Mask-R CNN, SAM).
Experience with AWS (SageMaker, Lambda, EC2, S3, RDS), CI/CD, Terraform, Docker, Kubernetes.
Experience in model quantization, pruning, and knowledge distillation is beneficial.
Experience with TensorRT, Deepstream, OpenVino, and TRITON is a plus.
Understanding of sensor interfaces and calibration techniques is advantageous.
Knowledge of Kalman filters, particle filters, clustering techniques is a plus.
This job requires an awareness of any potential compliance risks and a commitment to act with integrity, as the foundation for the Company's success, reputation and sustainable growth.
Company:
Airbus Group India Private LimitedEmployment Type:
Permanent-------
Experience Level:
ProfessionalJob Family:
Manufacturing Engineering By submitting your CV or application you are consenting to Airbus using and storing information about you for monitoring purposes relating to your application or future employment. This information will only be used by Airbus.
Airbus is committed to achieving workforce diversity and creating an inclusive working environment. We welcome all applications irrespective of social and cultural background, age, gender, disability, sexual orientation or religious belief.
Airbus is, and always has been, committed to equal opportunities for all. As such, we will never ask for any type of monetary exchange in the frame of a recruitment process. Any impersonation of Airbus to do so should be reported to .
At Airbus, we support you to work, connect and collaborate more easily and flexibly. Wherever possible, we foster flexible working arrangements to stimulate innovative thinking.
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