Infosys
Infosys

Computer Vision Architect/ Lead/ Engineer

RoleMachine Learning
LevelLead
LocationBangalore, India
WorkOn-site
TypePrincipal Consultant
Posted1 week ago
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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:

  • Python, Py Torch, Tensor Flow

  • CV/ML/DL model development

  • Object detection & recognition, Action recognition

  • NVIDIA technologies

  • MLOps, Edge deployment

  • 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 Tensor Flow, Py Torch, and ONNX.

  • Build and deploy inference pipelines using NVIDIA technologies including NGC models, TAO Toolkit, Deep Stream 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.

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

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