Computer Vision Architect/ Lead/ Engineer
Skills
About the role
Job Description:
We are seeking a highly skilled Computer Vision Engineer with hands on experience in developing and deploying deep learning models for real time image and video analytics
The ideal candidate will have a strong background in computer vision deep learning frameworks and edge deployment technologies
Computer Vision Specialists with hands on experience in
Python PyTorch TensorFlow
CV ML DL model development
Object detection recognition Action recognition
NVIDIA technologies
MLOps Edge deployment
Key Responsibilities:
Design train and optimize deep learning models for computer vision tasks such as object detection image recognition segmentation and video analytics
Lead large scale real time implementations involving 100 video streams
Fine tune models like CNNs and Vision Transformers using frameworks such as TensorFlow PyTorch and ONNX
Build and deploy inference pipelines using NVIDIA technologies including NGC models TAO Toolkit DeepStream Metropolis and Triton Server
Apply pre and post processing techniques to enhance model performance and evaluation
Develop and implement multi object tracking algorithms across multiple camera feeds
Perform camera calibration and extract regions of interest ROI action recognition using temporal analysis techniques
Develop models for feature extraction and come up with strategies for latent space analysis and manipulation of the data
Proficiency in writing complex SQL queries familiarity with NoSQL or Graph Databases Neo4j is an advantage
Knowledge of infrastructure as code tools e
g
Terraform Ansible is an advantage
Proficiency with containerization technologies Docker and orchestration tools Kubernetes is an advantage
Preferred Skills:
Technology->AI-Data science->Computer Vision,Technology->AI-AI Engineering->MLOps->mlflow,Technology->AI-AI Engineering->AI/ML Solution Architecture and Design,Technology->AI-AI Hyperscalers->Azure Agentic AI Services->Computer Vision with Azure
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