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Senior Software Engineer (ID: 0000L1NT)

面議
  • 廣州天河區(qū)
  • 3-5年
  • 本科
  • 全職
  • 招1人
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職位描述

PythonK8s云計(jì)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.
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工作地點(diǎn)

廣州天河區(qū)太古匯2座

職位發(fā)布者

孫云/人事經(jīng)理

三日內(nèi)活躍
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匯豐軟件開發(fā)（廣東）有限公司隸屬于匯豐集團(tuán)，成立于2006年，是匯豐全球科技中心之一。主要從事匯豐集團(tuán)的計(jì)算機(jī)軟件（系統(tǒng)）開發(fā)、架構(gòu)、設(shè)計(jì)、維護(hù)和技術(shù)咨詢等服務(wù)，以及項(xiàng)目、數(shù)據(jù)中心和風(fēng)險(xiǎn)控制等管理。依托先進(jìn)的管理理念和創(chuàng)新的研發(fā)體制，我們不斷推出卓越的金融科技產(chǎn)品，為增強(qiáng)匯豐集團(tuán)核心競爭力打好堅(jiān)實(shí)基礎(chǔ)。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(yè)的金融科技人才。
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