Robotics Computer Vision

2 weeks ago

Bengaluru Karnataka, India Airbus Full time

**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 Limited

**Employment Type**:
Permanent**Experience Level**:
Professional

**Job Family**:
Manufacturing Engineering

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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