What are the responsibilities and job description for the Data Scientist - Computer Vision (W2 Only) position at CA-One Tech Cloud Inc?
Computer Vision modeler that ill develop real-time computer vision models
Python, Pytorch, tensorflow
CV/ML model development
Object recognition/Detection
NVIDIA technologies
MLOps
Job Description:
Should have the hands on experience to train computer vision and deep learning models
to solve computer vision use cases.
Should be able to create and optimize algorithms for image and video analysis, for tasks
such as object detection, image recognition, segmentation and video analytics.
Should have expertise on different object tracking algorithms and track multi objects in
multi cameras.
Should be able to articulate camera calibration and region of interest extraction.
Should have experience working on a large-scale implementation with 100 stream in
real time
Fine-tune deep learning models like CNNs, vision transformers using frameworks such
as Tensorflow, PyTorch, onnx etc.
Should have used NVIDIA frameworks preferably like NGC models, TAO toolkit,
metropolis Deep stream, triton server, and triton server to create inferencing pipeline and
its deployment.
Should have knowledge of optimizing inferencing pipelines to work on edge
Should be able to perform necessary pre and post processing to optimize the computer
vision models and evaluate it.
Should have experience working on action recognition with temporal analysis
Should have knowledge on pruning the model for deploying on edge/ARM devices
- Collaborate with Business and IT teams
