職位概述:
作為高級人工智慧工程師,您將主導最先進的生成式模型研究、設計與實作,應用於影像與視訊領域。憑藉您在深度學習與生成式 AI 的專業知識,您將推動創新,提升我們的影像與視訊技術能力。
職責:
領導影像與視訊處理的先進演算法開發,包括影像修復、影像生成、超解析度(Super-Resolution)、影像增強、影像分割等。設計並實作影像處理、電腦視覺與深度學習技術,提出創新想法,以提升演算法效能與效率,解決真實世界的數據挑戰。與跨功能的軟硬體團隊緊密合作,優化演算法,以符合設備端的即時運算與記憶體限制,確保高效能運行。主導演算法的評估與優化,確保在多樣化環境與條件下保持穩定且卓越的表現。在軟體系統與平台中整合演算法,並與軟體工程師合作,確保無縫銜接與功能完善。追蹤電腦視覺與生成式 AI 的最新技術趨勢,主動探索並提出創新應用於產品與專案中。指導初級團隊成員,提供影像演算法開發、電腦視覺與深度學習技術的專業建議與支持。Position Overview:
As a Senior AI Engineer, you will lead the research, design, and implementation of state-of-the-art generative models for image and video applications. Leveraging your expertise in deep learning and generative AI, you will drive innovation and contribute to the enhancement of our image and video applications.
Responsibilities:
Lead the development of advanced algorithms for image and video processing, including image restoration, image generation, super-resolution, image enhancement, image segmentation, among others.Drive the design and implementation of image processing, computer vision and deep learning technologies, proposing innovative ideas to enhance algorithm performance and efficiency and to address real-world data challenges.Collaborate closely with cross-functional software and hardware teams to optimize algorithms for efficient on-device real-time implementation, considering both computational and memory constraints.Lead the evaluation and optimization of algorithms to ensure robust performance across diverse environments and conditions.Provide technical leadership in the integration of algorithms into software systems and platforms, collaborating with software engineers to achieve seamless integration and functionality.Stay abreast of the latest advancements and emerging technologies in computer vision, and proactively explore and propose innovative ideas for application in our products and projects.Mentor junior team members, providing guidance and expertise in algorithm development, computer vision, and deep learning technologies.
3 years of experience required
No management responsibility