AWS Expertise
Required Skills & Experience:
? 5+ years of experience in software development
? Strong expertise in AWS cloud services, particularly IoT Core, IoT Sitewise, IoT Greengrass, and Lambda
? Proven experience with real-time data visualization and Grafana dashboard development
? Proficiency in machine learning and data analysis, particularly with predictive modeling and anomaly detection
? Experience with digital twin implementations and simulation systems
? Strong programming skills in Python and/or Java
? Knowledge of IoT protocols (MQTT, HTTP) and edge computing
? Experience with time-series databases and real-time data processing
? Familiarity with industrial automation and control systems
Preferred Qualifications:
? Experience with manufacturing systems or industrial equipment
? Knowledge of DevOps practices and CI/CD pipelines
? Background in mechanical engineering or similar field is a plus
? Experience with 3D visualization libraries and simulation software
? Prior work with sensor integration and telemetry systems
Responsibilities:
? Design and implement digital twin solutions using AWS services
? Develop real-time monitoring dashboards with Grafana
? Implement machine learning models for process optimization
? Set up and maintain IoT infrastructure for data collection and processing
? Ensure system security and performance
? Collaborate with mechanical engineers and operations teams
? Document technical specifications and maintain system architecture
Education:
? Degree in Computer Science, Software Engineering, or related field
AWS專業(yè)知識(shí)
所需技能和經(jīng)驗(yàn):
·5年以上軟件開(kāi)發(fā)經(jīng)驗(yàn)
·在AWS云服務(wù)方面擁有豐富的專業(yè)知識(shí)，特別是物聯(lián)網(wǎng)核心、物聯(lián)網(wǎng)Sitewise、物聯(lián)網(wǎng)Greengrass和Lambda
·在實(shí)時(shí)數(shù)據(jù)可視化和Grafana儀表板開(kāi)發(fā)方面有豐富的經(jīng)驗(yàn)
·精通機(jī)器學(xué)習(xí)和數(shù)據(jù)分析，特別是預(yù)測(cè)建模和異常檢測(cè)
·具有數(shù)字孿生實(shí)現(xiàn)和仿真系統(tǒng)的經(jīng)驗(yàn)
·具有較強(qiáng)的Python和/或Java編程能力
·了解物聯(lián)網(wǎng)協(xié)議（MQTT，HTTP）和邊緣計(jì)算
·具有時(shí)間序列數(shù)據(jù)庫(kù)和實(shí)時(shí)數(shù)據(jù)處理經(jīng)驗(yàn)
·熟悉工業(yè)自動(dòng)化和控制系統(tǒng)
優(yōu)先資格:
·有制造系統(tǒng)或工業(yè)設(shè)備經(jīng)驗(yàn)
·對(duì)DevOps實(shí)踐和CI/CD管道的了解
·有機(jī)械工程或類似領(lǐng)域的背景者優(yōu)先
·具有三維可視化庫(kù)和仿真軟件的經(jīng)驗(yàn)
·先前從事傳感器集成和遙測(cè)系統(tǒng)的工作
職責(zé):
·使用AWS服務(wù)設(shè)計(jì)和實(shí)施數(shù)字孿生解決方案
·使用Grafana開(kāi)發(fā)實(shí)時(shí)監(jiān)控儀表板
·實(shí)現(xiàn)機(jī)器學(xué)習(xí)模型用于流程優(yōu)化
·建立和維護(hù)用于數(shù)據(jù)收集和處理的物聯(lián)網(wǎng)基礎(chǔ)設(shè)施
·確保系統(tǒng)的安全性和性能
·與機(jī)械工程師和運(yùn)營(yíng)團(tuán)隊(duì)協(xié)作
·記錄技術(shù)規(guī)范并維護(hù)系統(tǒng)架構(gòu)
教育:
·計(jì)算機(jī)科學(xué)、軟件工程或相關(guān)領(lǐng)域的學(xué)位
工作地點(diǎn)大連，英語(yǔ)可無(wú)障礙溝通交流，能接受短期幾個(gè)月去美國(guó)出差，薪資18K-30k