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Computer Vision Architect/ Lead/ Engineer

InfosysKA, IN23h ago
Full-timevia indeed

Required Skills

ansibleazuredeep learningdockerkubernetesnosqlpythonpytorchsqltensorflowterraform

Job Description

  • *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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Job Overview

Job type
Full-time
Work mode
On-site
Location
Bengaluru
Posted
23h ago
Source
Indeed