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Computer Vision Architect/ Lead/ Engineer
InfosysKA, IN23h ago
Full-timevia indeed
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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