
Computer Vision Architect/ Lead/ Engineer
About the role
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:
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Python, Py Torch, Tensor Flow
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CV/ML/DL model development
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Object detection & recognition, Action recognition
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NVIDIA technologies
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MLOps, Edge deployment
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Design, train, and optimize deep learning models for computer vision tasks such as object detection, image recognition, segmentation, and video analytics.
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Lead large-scale real-time implementations involving 100+ video streams.
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Fine-tune models like CNNs and Vision Transformers using frameworks such as Tensor Flow, Py Torch, and ONNX.
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Build and deploy inference pipelines using NVIDIA technologies including NGC models, TAO Toolkit, Deep Stream Metropolis, and Triton Server.
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Apply pre- and post-processing techniques to enhance model performance and evaluation.
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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.
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Develop models for feature extraction and come up with strategies for latent space analysis and manipulation of the data.
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Proficiency in writing complex SQL queries, familiarity with NoSQL or Graph Databases (Neo4j) is an advantage.
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Knowledge of infrastructure as code tools (e.g., Terraform, Ansible) is an advantage.
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Proficiency with containerization technologies (Docker) and orchestration tools (Kubernetes) is an advantage.
Education: Master Of Comp. Applications,Master Of Engineering,Master Of Science,Master Of Technology,Bachelor Of Comp. Applications,Bachelor Of Science,Bachelor of Engineering,Bachelor Of Technology
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
About Infosys
BANGALORE
Headquarters