Computer Vision Scientist-ai Labs (Surat)

Job Category Data Analytics Business Intelligence BI About Business Adani Group Adani Group is a diversified organisation in India comprising 10 publicly traded companies It has created a world -class logistics and utility infrastructure portfolio that has a pan-India presence Adani Group is headquartered in Ahmedabad in the state of Gujarat India Over the years Adani Group has positioned itself to be the market leader in its logistics and energy businesses focusing on large-scale infrastructure development in India with O M practices benchmarked to global standards With four IG-rated businesses it is the only Infrastructure Investment Grade issuer in India Job Purpose The Computer Vision Scientist will be responsible for developing training and deploying AI-powered computer vision models to enhance automation efficiency and decision-making across industries This role focuses on model development data processing and real-time implementation working closely with cross-functional teams to ensure high-performance computer vision algorithms are effectively integrated into business operations Responsibilities Computer Vision Scientist-AI Labs AI Model Development Deployment Design train and optimize deep learning-based computer vision models including Object Detection OD Optical Character Recognition OCR 3D vision Event Detection ED Satellite Image Processing SI and Thermal Imaging TI Develop custom deep learning architectures using CNNs transformers GANs and YOLO-based frameworks for real-time applications Implement and fine-tune RGB-D image processing algorithms for depth estimation multi-view stereo and LiDAR-based vision Optimize AI inference speed accuracy and computational efficiency to support real-time processing at the edge and cloud environments Data Engineering Feature Extraction Preprocess large-scale image video datasets performing data augmentation feature extraction and dimensionality reduction Develop custom image segmentation object tracking and feature detection pipelines Implement productive data pipelines for structured and unstructured image processing integrating with HPC clusters and cloud-based storage AI Training Model Optimization Train state-of-the-art neural networks CNNs RNNs ViTs RAG GANs Transformers etc on complex datasets Implement MLOps workflows leveraging Tensor Flow PyTorch OpenCV and Hugging Face for automated model training Ensure model generalization by experimenting with data augmentation fine-tuning and adversarial training techniques Image Analytics Real-Time AI Deployment Deploy AI models on cloud AWS GCP Azure and edge devices Jetson Nano TensorRT OpenVINO Integrate computer vision models with IoT cameras satellite feeds and industrial automation systems Develop real-time analytics dashboards to visualize AI model insights for business stakeholders Cross-Functional Collaboration Execution Work closely with AI engineers data scientists and software teams to integrate CV models into enterprise applications Support R D teams in testing and refining AI-powered robotics drone vision and autonomous navigation solutions Collaborate with business teams to align AI-driven insights with operational goals and decision-making AI Governance Compliance Risk Management Ensure model fairness bias mitigation and explainability for AI-driven computer vision applications Comply with data privacy regulations GDPR AI Act and ethical AI standards for responsible AI development Monitor and address AI model drift hallucinations and security vulnerabilities Key Stakeholders - Internal Computer Vision Head Data Science Engineering Teams Business Product Teams Cloud Dev Ops Teams Key Stakeholders - External AI Research Institutions Tech Partners Regulatory Bodies Cloud AI Infrastructure Providers Qualifications Educational Qualification Master s Ph D in AI Computer Vision Machine Learning or Computer Science Preferred from ISI IISc IIT Top AI Institutes Certification Preferred but Not Mandatory AWS GCP Azure AI Machine Learning Certification Deep Learning Specialization Coursera Stanford Andrew Ng s DL Program Computer Vision Nanodegree Udacity MIT AI Dev Ops for AI MLOps Certification Google Kubernetes Tensor Flow Extended - TFX Work Experience Range of years 5-10 yrs Job Category Data Analytics Business Intelligence BI About Business Adani Group Adani Group is a diversified organisation in India comprising 10 publicly traded companies It has created a world -class logistics and utility infrastructure portfolio that has a pan-India presence Adani Group is headquartered in Ahmedabad in the state of Gujarat India Over the years Adani Group has positioned itself to be the market leader in its logistics and energy businesses focusing on large-scale infrastructure development in India with O M practices benchmarked to global standards With four IG-rated businesses it is the only Infrastructure Investment Grade issuer in India Job Purpose The Computer Vision Scientist will be responsible for