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            更新于 3月25日

            Senior Software Engineer (ID: 0000L1NT)

            面議
            • 廣州天河區
            • 3-5年
            • 本科
            • 全職
            • 招1人

            職位描述

            PythonK8s云計算平臺有AI背景DEVOPS
            Principal responsibilities
            • Research on state-of-the-art algorithms and models in NLP or Multimodal pre-trained models, especially in document understanding / document intelligence domain. Provide scalable technical implementation for real business challenges.
            • Research, develop, and implement state-of-the-art techniques in the field of Large Language Models (LLM) and Generative AI.
            • Conduct Proof-of-Concept (POC) and prototyping to explore and validate the flexibility of innovated ideas.
            • Understand business objectives and develop ML models that help to achieve them
            • Data preparation, data cleaning, data verification to make sure data quality for model training
            • Training models and hyper-parameters tuning
            • Model deployment, Model serving and integrate them within the business applications and embed in the business processes.
            • Work together with testing engineers to construct and execute test cases to verify model accuracy.
            • Contribute to the MLOps toolkits to manage machine learning lifecycle more effectively.
            Qualifications
            • Doctor, Masters, or Bachelors degree in Machine Learning, Natural Language Processing, Computer Science, Data Science, Statistics or related areas.
            • Expertise in one or more of NLP, Multimodal Representation Learning, Gen AI / LLM.
            • Experienced in fine-tuning and developing LLM. Strong familiarity with emerging trends in LLMs and open-source platforms
            • Excellent programming skills in Python.
            • Familiarity with common ML frameworks like Pytorch, and basic libraries like sklearn, pandas, etc.
            • Research experience in document understanding / document intelligence fields is a big plus. E.g. Visual rich document classification, information extraction, document layout analysis, question answering, generative AI, LLM etc.
            • Understanding of MLOps or machine learning Model Lifecycle Management concepts
            • Strong analytical skills, problem solving skills, communication and interpersonal skills
            • Able to work under pressure and demonstrate initiative, enthusiasm and rapid learning capability.
            • Willing to work with overseas teams.

            工作地點

            廣州天河區太古匯2座

            職位發布者

            孫云/人事經理

            立即溝通
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            匯豐軟件開發(廣東)有限公司隸屬于匯豐集團,成立于2006年,是匯豐全球科技中心之一。主要從事匯豐集團的計算機軟件(系統)開發、架構、設計、維護和技術咨詢等服務,以及項目、數據中心和風險控制等管理。依托先進的管理理念和創新的研發體制,我們不斷推出卓越的金融科技產品,為增強匯豐集團核心競爭力打好堅實基礎。在中國,匯豐軟件坐落于廣州和西安兩大城市,已擁有逾6000名專業的金融科技人才。
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