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數據挖掘工程師北京中海華晟信息技術有限公司西安分公司西安0.8-1.3萬/月04-10

學歷要求:本科|工作經驗:2年|公司性質:民營公司|公司規模:50-150人

崗位要求:1、熟練掌握兩種或多種數據分析工具,如Python、spss、sas、R語言、SQL等;2、熟練使用數據結構和常用算法,有較強的算法設計和實現能力;3、熟悉自然語言處理、機器學習、深度學習等常用算法,并進行過相應的實踐;4、有較強的技術攻關能力,本科以上學歷,統計,數學與應用數學等相關專業;5、有運營商行業背景、可接受出差者、持有CDA2級證書者優先考慮。主要職責:1、根據項目需求進行數據提取和處理,完成項目中的數據分析、模型建立等工作且能達成預定的目標;  2、利用數據挖掘、機器學習相關知識和算法,基于大數據平臺,解決相關業務需求,驅動業務數字化;3、負責將完成的業務模型落地實施,并生成報告推廣應用,定期更新維護;4、數據挖掘技術儲備和知識庫建立維護,基于現有項目的數據分析和挖掘方法的拓展及提升;

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數據建模分析師上海衛誠企業征信有限公司上海-寶山區1.5-2.3萬/月04-10

學歷要求:碩士|工作經驗:3-4年|公司性質:民營公司|公司規模:少于50人

1、使用建模工具進行指標設計、計算及模型開發,包括數據準備、建模及分析、模型的選取與優化、模型驗證等工作;2、對結構化/非結構化數據進行清洗及標準化處理,如關鍵字抓取、缺失值處理、異常值處理等;3、根據公司業務需求,對征信數據庫進行數據分析、數據挖掘,數據可視化、形成數據產品,對海量業務數據進行分析,深度挖掘用戶行為特征,構建用戶征信的指標體系。;4、根據互聯網大數據征信業務需要,與IT團隊合作,配合IT部門收集,整理數據,并推進研發成果的產品化、系統化。職位要求:1、統計、金融、數學或計算機等相關專業碩士及以上學歷 ;2、3年以上數據分析、建模經驗,掌握邏輯回歸、決策樹、機器學習等建模方法,了解算法的原理;3、熟練掌握數據庫操作(如SQL),至少熟練運用一種數據統計分析軟件,如R、SAS、Python、MATLAB等;4、擁有銀行/互金/消金等金融機構數據分析、策略開發以及建模工作經驗者優先,有聯邦學習、隱私保護算法使用經驗者優先;5、具有良好的抗壓能力、溝通能力、創新能力、寫作能力、跨團隊協作能力,對數據敏感,善于發現、探索并解決問題,自我驅動力強工作內容、技能(關鍵詞):數據清洗、指標計算、邏輯回歸、機器學習、編程、文本分析、爬蟲、風控

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三維醫學影像工程師深圳市一圖智能科技有限公司深圳-福田區0.5-1萬/月04-10

學歷要求:大專|工作經驗:無需經驗|公司性質:民營公司|公司規模:少于50人

崗位職責:    1.醫學影像(CT或MRI)的閱片;    2.負責醫療影像數據的三維后處理工作;    3.負責醫學影像三維重建報告的編寫;    4.參與自研產品測試、問題收集和反饋相關工作。    任職要求:    1.?萍耙陨蠈W歷(生物醫學工程、臨床醫學或醫學影像學專業);    2.熟悉人體斷層解剖學、醫學影像學、影像診斷學及病理學;    3.具有一年以上工作經驗者優先,應屆畢業生培訓合格上崗;    4.具有良好的計算機操作技能;    5.具有較好的人際溝通協作能力,具有團隊精神。

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建模分析師紅盾大數據(北京)有限公司北京-海淀區0.8-1萬/月04-10

學歷要求:本科|工作經驗:無需經驗|公司性質:合資|公司規模:50-150人

工作職責:1.基于業務需求開展數據整理、清洗和模型構建2.協助技術人員將相關模型部署至及時平臺3.相關業務模型的維護和優化4.其他相關工作7、任職要求1、熟練使用windows辦公軟件及數據庫軟件2、掌握數據分析、挖掘方法和相關算法,熟練使用R、python、 Modeler等統計分析軟件3、具備良好的分析與解決問題的能力,能夠簡明扼要的闡述相關原理4、良好的邏輯思維能力,和數據敏感度,能能夠從海量數據中發現有價值的規律5、統計學、數據挖掘、應用數學等相關專業背景優先6、工作年限不限7、***。

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BW數據建模工程師比亞迪股份有限公司西安-高新技術產業開發區1-2.5萬/月04-10

學歷要求:本科|工作經驗:2年|公司性質:民營公司|公司規模:10000人以上

1、負責收集整理開發需求、需求分析溝通、業務模型方案設計、系統配置、日常數據源、處理鏈、分析模型的異常排查與模型運維維護;2、負責HANA STUDIO建模、報表開發、測試及相關文檔整理;3、負責維護優化BW數據倉庫中財務、成本、銷售、采購、庫存等各種復雜模型,確保報表數據的準確性;4、負責用ABAP語言在BW開發業務模型功能;5、負責WEBI報表開發。招聘要求:1、全日制本科及以上學歷,計算機應用、計算機信息管理、軟件工程等相關專業;2、熟練掌握SAP BW建模 、數據抽取、業務模型方案設計、系統配置、處理鏈設計、權限設計、報表開發(QUERY)、性能調優、測試部署等開發工作;3、熟練掌握HANA STUDIO建模與報表開發;4、熟悉制造業ERP系統的基本業務流程與業務模塊基本邏輯;5、熟悉BO工具WEBI報表開發;6、熟練掌握ABAP開發語言,有用ABAP開發BW業務邏輯模型經驗優先。

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系統架構師(創研院) (MJ004530)太平洋壽險總公司上海2-2.5萬/月04-10

學歷要求:本科|工作經驗:5-7年|公司性質:國企|公司規模:5000-10000人

崗位職責:1. 參與系統的需求調研和需求分析,提出技術研究及可行性報告;2. 針對業務需求,提供系統架構設計,包括系統邏輯架構、技術架構、基礎架構、軟硬件選型等3. 結合需求設計高擴展性、高性能、安全、穩定、可靠的技術系統 ;4. 指導研發工程師的產品開發和技術研究工作,解決各類技術疑難問題,形成良好的研發氛圍,提升團隊整體技術水平。任職要求:1. 五年以上的工作經驗,至少兩年以上的大型互聯網站分布式產品的架構經驗;2. 熟悉Java平臺下高性能、高可用性、高可拓展性網站架構設計模式;3. 精通網絡編程,熟悉HTTP,TCP/IP協議;4. 對數據庫的基本理論和內部實現機制有深刻的理解,能夠熟練應用MySQL/NoSQL,有實際大數據量的數據庫設計經驗;5. 熟悉緩存技術,網站優化,服務器優化,集群技術處理、網站負載均衡、系統性能調優等軟件編程高級技術;6. 良好的邏輯思維能力,熟悉業務抽象和數據模型設計,具有很強的分析問題和解決問題的能力,對解決具有挑戰性問題充滿激情;7. 知識面廣,思路開闊,創新能力強,對新技術持有敏感性并愿意致力于新技術的探索和研究。

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數據挖掘工程師時代大數據廣州-天河區0.8-1.2萬/月04-10

學歷要求:大專|工作經驗:2年|公司性質:民營公司|公司規模:150-500人

崗位職責:1、針對具體業務問題,研究潛在因素,進行數據分析驗證并提出改善舉措。2、根據業務需求,構建相關精準營銷模型,輸出優選的營銷客戶清單。3、營銷效果跟進和分析,根據營銷效果進行模型迭代和優化;4、進行客戶畫像標簽構建與優化。崗位要求:1、2年以上數據分析建模經驗,了解數據挖掘流程與方法論,由運營商業務經驗者優先。2、熟練SQL,了解掌握hive、Oracle、mysql等數據庫。3、熟悉常用機器學習算法,包括但不限于LR、決策樹、隨機森林、SVM、GBDT、xgboost等。4、熟練使用Python、R等數據挖掘工具進行特征工程處理、模型訓練、參數調優等。5、有責任心,工作細心,有良好的溝通能力。6、有電信運營商數據分析,模型構建經驗優先。

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座椅工程師上海博摯汽車設計有限公司上海-楊浦區1-1.5萬/月04-10

學歷要求:中專|工作經驗:2年|公司性質:民營公司|公司規模:50-150人

熟練運用CATIA,能獨立完成項目,舒適性,安全性校核,服從管理

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數據處理/年底雙薪廣州創信網絡科技有限公司廣州-白云區0.7-1萬/月04-10

學歷要求:大專|工作經驗:1年|公司性質:民營公司|公司規模:50-150人

崗位職責:1、負責數據提取,數據源整合,報表制作,異常數據原因分析等2、負責獨立輸出數據報告3、從數據角度分析業務,追查原因,給出初步的解決建議4、處理和跟進業務團隊的系統需求崗位要求:1、大專及以上學歷;2、具備獨立高效完成復雜數據提取及分析的能力,良好的分析報告書寫能力;3、具備較強的責任心,良好的抗壓及跨團隊溝通協調能力;4、具備較強的數據敏感度結構化思維能力及開拓精神。

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數據開發工程師瑞安管理(上海)有限公司上海-黃浦區2-2.3萬/月04-10

學歷要求:本科|工作經驗:5-7年|公司性質:外資(非歐美)|公司規模:500-1000人

  集團ERP系統數據報表取數規則,相關規則的存儲過程開發和調試,問題追溯。 參與完整的項目實施過程,包括需求訪談、接口開發、測試、上線,及后續的數據維護工作。利用數據挖掘等工具對多種數據源進行診斷分析,建設數據分析模型并優化,為公司系統運營決策提供數據支持;參與項目需求調研、數據分析和數據挖掘模型等,對運行數據進行分析挖掘及未來預測;參與數據挖掘模型的構建、維護、部署和評估;面向應用場景,以用戶行為數據交易數據挖掘目標人群,為公司決策提供支持;利用統計分析、機器學習等方式建立數據模型,為數據營銷進行基礎支持。                 崗位要求:  計算機、數理統計等相關專業本科及以上學歷 具有較強的統計學、數學、人工智能和數據挖掘知識基礎,有1年以上數據挖掘項目實踐經驗掌握至少一種統計分析和數據挖掘軟件,***精通R語言具有程序設計及數據庫基礎知識有互聯網背景,有網站用戶行為研究經驗優先能夠主動獲取新知識,具有較強領悟力,有系統性思考解決問題能力,能承受挫折知難而進,性格樂觀,態度踏實,積極上進,具備良好的客戶需求理解能力 ,良好的團隊協作和優秀的溝通能力            

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數據建模工程師廣州合富科技有限公司廣州-天河區1-1.3萬/月04-10

學歷要求:本科|工作經驗:3-4年|公司性質:合資|公司規模:150-500人

崗位職責:1.負責公司數據倉庫/數據集市建模開發,滿足業務應用端對數據使用需求;2.根據業務需求,組織原型評審,模型或寬表評審,負責數據倉庫設計,數據質量和數據邏輯梳理,并進行數據清洗(ETL)及數據建模設計工作,編寫相關技術方案文檔,并形成技術規范;3.梳理優化現有模型或寬表。4.負責制定開發計劃并進行工作量評估,負責制定數據建模技術方案并主導項目開發工作,把控項目質量,模型質量,代碼質量;5.負責數據平臺日常的故障排查及解決、數據維護、功能與性能優化;負責數據平臺日常的運行監控、安全監管、數據歸檔與備份,解決技術方面的疑難問題;6.承擔其它與數據建模/數據技術架構相關的各項任務。崗位要求:1.全日制統招本科及以上學歷,統計學、應用數學、計算機等相關專業;2.1-2年以上BI項目工作經驗,有金融或房地產項目經驗優先考慮;3.熟悉R、Python等其他至少一門數據分析語言和HANA,MySQL,ORACLE等至少一門數據庫;4.熟練掌握數據建模方法,精通SQLServer、HANA等至少1項主流的數據庫開發;5.具備數據倉庫和數據建模能力;具備較強的邏輯思維能力和溝通協調能力,具有良好文檔寫作能力和獨立解決問題的能力,注重團隊協作;6.具有良好的數據分析、邏輯推理能力,良好的學習能力與團隊精神,工作熱情努力、積極主動、高效負責。福利待遇:1、除了具有競爭力的固定薪資,年終有年度績效獎金;2、購買五險一金,提供年度體檢,享受國家法定假期;3、入職即可接受專業培訓,不定期組織各類團隊活動;4、每季度(一年四次)進行跨部門考核,提供薪酬與職位調整機會;5、良好舒適的辦公環境,五羊邨或珠江新城雙地鐵上下班交通便利。

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建模工程師(高薪)河南電池研究院有限公司新鄉5-8千/月04-10

學歷要求:本科|工作經驗:1年|公司性質:國企|公司規模:50-150人

任職要求: 1、理工類專業,要求本科學歷及以上,具備較好的邏輯思維能力;2、具備基礎的結構專業知識,熟練掌握運用相關建模軟件和辦公軟件,有相關工作經驗者優先,如Catia、Solidworks、CAD、Matlab、ANSYS、Abaqus、Altiumdesigner(需熟練掌握一種或多種); 3、具有計算機語言基礎,能夠使用有限元分析軟件,有一定數據分析、戰略規劃能力。

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數據挖掘工程師蘇州瑞鵬信息技術有限公司蘇州-工業園區1.5-2.5萬/月04-10

學歷要求:碩士|工作經驗:3-4年|公司性質:民營公司|公司規模:50-150人

負責用戶行為分析,對大數據進行分析,挖掘各類用戶特征,使用統計建模方法分析用戶;根據業務邏輯變化,設計相應分析模型并支持業務分析工作開展;基于公司業務數據,挖掘數據價值,負責各類畫像標簽、數據源整合,并提出產品解決方案;能夠從業務需求出發,對業務數據進行深挖分析,發現其中的用戶和商業價值,尋找產品切入點;主動思考數據產品使用過程中的問題,并通過各種渠道收集用戶反饋信息,規劃產品升級迭代方案;任職要求:三年以上數據分析/挖掘相關工作經驗;具備大數據的處理能力,掌握hive、SQL等相關數據提;積極主動,具備團隊意識,具有高度的責任心,能夠承受較強的工作壓力;對數據與業務方面有足夠敏感性,有較強的邏輯分析能力,有較強的獨立思考能力;

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Data Migration普華永道信息技術(上海)有限公司上海-浦東新區2-4萬/月04-10

學歷要求:本科|工作經驗:5-7年|公司性質:外資(歐美)|公司規模:500-1000人

Skill Set Needed: Database migration/modernization from on-prem to Azure and understanding all the Azure DB options, especially Azure SQL DB and Azure SQL MI Design experience utilizing the various flavors of Azure SQL family, especially database modernization design and implementation Experience using Azure Data Migration Assistant (DMA), understanding the assessments and solution alternatives for migration blocker issues Experience using Azure Database Migration Service (DMS) Design experience to configure HA and DR (platform and self managed) Designing Cloud migration strategies for SSIS, SSRS, SQL Agent Jobs Experience migrating SSIS packages to Azure Data Factory Experience migrating/modernizing SQL Agent jobs to Azure Elastic Jobs Database development via SQL, PL/SQL coding - Functions, Stored Procedures, etc. Resource Needed: 1 Manager or SA level resource, preferably with Azure certification (solutions architect or database admin)

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Senior Data and Algorithm Researcher_Air飛利浦(中國)投資有限公司 Philips (China) Investment Co.,Ltd.上海-靜安區3-4萬/月04-10

學歷要求:碩士|工作經驗:5-7年|公司性質:外資(歐美)|公司規模:10000人以上

Job Title: Senior Data and Algorithm Researcher, China Digital R&D In this role, you have the opportunity to Contribute to the digital research and development for Philips domestic application category and build a high growth business that helps to improve the lives of millions of people. You are responsible for ·     Contributing to establishing the group know-how and competency on algorithm design and data processing, in particular knowledge graph and related techniques, for Food applications. ·     Collect business requirement and deep dive into data insight, figure out data processing methods/prototype coding for partner to adopt in air applications. ·     Support global data and scientist team to establish data processing platform and implement China localization. ·     Being responsible for smooth and efficient execution of research projects and tasks, and endeavor in translating research outcome into business opportunities. ·     Working along with peer colleagues across projects, groups and labs, remain open in sharing insights and make sure communication goes well and timely. You are a part of China digital R&D team, which is a part of global digital R&D team within Philips Domestic Appliance (DA) organization. This team is a digital innovation group closely collaborating with other R&D teams and business functions based in Austria, Netherlands, and other regions in Great China, for enabling the global growth of Philips DA business. To succeed in this role, you should have the following skills and experience ·     Ph.D. degree in Computer Science, IoT or related major, with 2-4 years work experience. MSc degree + 6~8 years experience in related industrial research. ·     Solid knowledge in algorithm design, data analysis, knowledge graph, and machine learning in general. Working experiences in smart home applications is a plus. ·     Solid knowledge of statistical methods and quantitative analysis. ·     Experienced in using programming languages such as Python, R, Java, or C++ ·     Experiences in Deep Learning framework (e.g. Torch/PyTorch, Tensorflow, Cafee, etc) ·     Passionate on industrial research, eager to learn and openminded, result oriented, and with a good team spirit ·     Fluency in written/spoken English and Chinese for technical writing and communications In return, we offer you A meaningful career, with new challenges in our dynamic organization, working in an encouraging multinational and multicultural environment. We are happy to provide you with this opportunity to work with new technologies. You will be surrounded by passionate and committed colleagues who share your ambition to create outstanding customer experiences. Your work will be ambitious and full of opportunities for growth. Variety and challenge will be part of your daily routines. Why should you join Philips Domestic Appliances? ? Philips’ Domestic Appliances business is a global leader with approximately 7,500 employees and EUR 2.3 billion in sales in 2019 in kitchen appliances, coffee, garment care and home care appliances, with successful products such as the Airfryer, Perfect Care Steam Generators, Automatic Coffee Machines with LatteGo and SpeedPro Max Aqua vacuum cleaner, and many more that are used by millions of people every day across the world. In January 2020, Philips announced that it would be considering new ownership options for Domestic Appliances, and is committed to finding the right home for the business to ensure that it is set up for continued success serving customers, leveraging the Philips brand and driving growth across the markets that it serves. In its 130-year history as a leading innovator, Philips has had to reinvent itself a number of times to remain competitive. This has involved several high-profile divestments, resulting in the company’s successful track record in managing complex change of this scale.  Such transformations offer unique opportunities for employees to ‘make their mark’ and gain expertise in a specific and dynamic environment - those who can deliver results while navigating and contributing to changes will gain unique skills and perspective that will prove valuable for the rest of their careers.

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Product Architect拜耳醫藥保健有限公司北京04-09

學歷要求:本科|工作經驗:3-4年|公司性質:合資|公司規模:500-1000人

工作職責Deliver and scale up comprehensive technical data platforms providing reliable and consistent data to Bayer R&D and MAPV products.- Responsible for modelling and designing the application data structure, storage and integration across multiple Products- Review current data models to understand the as-is environment and build strategies to unlock efficiencies and opportunities- Help the team establish and improve processes and methodologies, like SCRUM or Kanban, and/or lead piloting new ones.- Advice data solutions leveraging a variety of tools and programming languages, like Kafka, SQL and non-SQL databases, Scala, Go etc., and optimize processes and methodologies if necessary- Support decision making to mature technology and architecture based on existing technology ecosystems- Design the components, modules, and interfaces to satisfy specified business, technical, and user requirements- Enforce consistent data standards throughout the Platform and provide guidance to product managers. Lead innovation collaboration across the team with Product Owners, other engineers and data stewards within the team and across data, technical platforms and product teams on developing and aligning roadmaps, delivery dates and integration efforts.  任職要求- Bachelor’s degree in engineering, business or a related field; or equivalent experience.  MBA a plus- 6+ years designing, developing, delivering or leading software solutions in a complex global environment with data role preferred. - Entrepreneurial drive and demonstrated ability to achieve stretch goals in an innovative and fast-paced environment.- Know well about data management, know how on RWD will be a plus.- Demonstrated ability to lead through influence working in a cross functional team, building relationships with Platform teams, Data functions and business stakeholders- Experience in the business domain relevant to the digital product is desirable. - Deep technical expertise and a good understanding of the underlying business processes and systems. Preferred candidate should with Agile DevOps project experiences. Strong communication and collaboration skills, Proved ability to work globally.

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數據模型工程師(智能連接部-外包)中國電信集團號百信息服務有限公司上海-浦東新區35.9-36萬/年04-08

學歷要求:碩士|工作經驗:無需經驗|公司性質:國企|公司規模:500-1000人

崗位職責:1、需求分析:對號百灰庫產品邏輯和數據處理流程標準化、提出改進建議及其他需求分析工作。2、方案設計: 明確所需數據及必要的特征、明確所需模型及技術實現步驟、進行方案設計的匯報等工作。3、建模開發: 寬表開發及數據預處理、模型基線開發及訓練、評估模型和標簽上線發布、等開發工作。4、試點驗證:效果驗證、試點匯報等工作處理5、總結匯報:發布運營報告、收集需求迭代開發。任職要求:1.計算機、統計、數學、專業研究生及以上學歷2對大數據生態有較好認識,具備spark, hive, hadoop, kafka, sqoop等大數據組件開發、調優經驗。3 良好的數據敏感度,為人耐心細致,工作認真,有求知欲,具敬業精神、溝通能力和團隊合作精神4 能運用Python等統計分析語言或其他工具者同等條件下優先

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微信ABtest實驗平臺算法研究員(深圳、北京、廣州)騰訊科技(深圳)有限公司異地招聘3-6萬/月04-07

學歷要求:本科|工作經驗:無需經驗|公司性質:|公司規模:少于50人

工作內容:作為一名算法研究員,你會參與微信實驗系統統計模型與算法的應用研究。針對微信內部各類實驗所產生的海量數據,思考如何設計并實現可靠,準確,高效的算法來對數據進行分析和挖掘。將數據分析和挖掘的算法落地到實驗系統,給使用實驗系統的用戶帶來科學,直觀的分析結論,以數據驅動業務的決策。要求:1. 數學、統計、計算機等相關專業。2. 掌握數學和統計學基礎,包括數學分析,線性代數,概率論和數理統計等基礎專業知識。3. 掌握常用統計工具(e.g. R, Python, MATLAB, pandas)和數據庫語言(e.g. SQL)。4. 善良正直上進,有合作精神。5. 有在真實業務場景下通過數據分析和挖掘解決實際問題者優先考慮。6. 有在大數據集上應用過機器學習和數據挖掘算法者優先考慮。7. 熟練掌握常用統計/機器學習模型,或者有因果推斷方面的研究優先考慮。8. 相關專業擁有Phd學位者優先考慮。9. 數學基礎扎實者優先考慮,相關專業課程包括但不限于:實變函數,隨機過程,抽象代數等。

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Deployed Engineer馬士基(中國)有限公司深圳2-4萬/月04-06

學歷要求:本科|工作經驗:5-7年|公司性質:外資(歐美)|公司規模:5000-10000人

Maersk is going through times of unprecedented change. As we aspire to securesustainable growth of our businesses, we need to re-think the way we engage with ourcustomers and partners. Digital is taking center stage in enabling this engagement.Join us in Transport and Logistics - Digital as we innovate, prototype and industrializedigital products to drive growth and lead the market.If you are passionate about working in an entrepreneurial environment developing newproducts that engage and provide an enhanced customer experience – keep reading.We offerThe Digital team at Maersk offers a unique opportunity to leverage technology to impactglobal trade via the largest container shipping company in the world.We operate in a fast-paced environment utilizing modern technologies and bias towardaction. We are agile, value outcomes, and are passionate about using technology to solveproblems.Maersk provides a diverse group of global colleagues and immense variety of real-worldproblems. The Digital team operates within this environment and provides opportunities forgrowth in technology and industry across geographic and cultural borders.Key responsibilities? Partner directly with the business to understand, decompose, and scope technicalsolutions that will create value internally or externally? Create full-stack technical solutions utilizing our internal platforms that are scalable andmaintainable? Operate in agile scrum teams and independently direct time and resources? Build data pipelines and complex engineering required to sustainably source data into acloud environment? Collaborate with our technical organizations to source data and interoperate with existingsystems? Embed with business teams to understand processes and requirements and fit solutionswithin this framework? Contribute to our core digital platform and augment capabilities to build data assets andcontinuously improve our platform offeringWe are looking for? Strong engineering background, with a degree or experience in Computer Science,Computer Engineering, Data Engineering, or Data Science? Entrepreneural mindset and ability to operate independently to create end-to-endsolutions? At least 3-5 years of software engineering experience using Java, Python, C++, or anothergeneral purpose programming language? At least 3-4 years of exposure for ML/AI? Deep experience with data technologies, from relational databases to modern big dataarchitecture such as Spark, Hadoop, Kafka? Data engineering and pipeline technology experience, particularly open source andmodern frameworks, cloud platform experience is a plus? Good instincts around data and some experience with analytics and machine learning? Independent and self-directed individuals that thrive in ambiguity? Desire and ability to learn the business and become an expert in the industry? Ability to communicate and work effectively with technical and non-technical teammembers? Willingness and interest to travel

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Data Architect, IIOT 系統數據架構師(智能制造)羅克韋爾自動化(中國)有限公司上海04-02

學歷要求:本科|工作經驗:3-4年|公司性質:外資(歐美)|公司規模:1000-5000人

Summary:                  Looking for talented individuals to join our collaborative team as we rapidly expand our best-in-class solution capabilities in the Industrial Internet of Things space.  Targeting candidates excited to work with new and emerging IIOT, advanced analytic, and augmented reality technologies.  Seeking people who have proven capabilities in extracting and unveiling the value behind data, the desire to consult with clients to understand and guide their IIOT journeys, and the willingness to be a collaborative implementer of these solutions. Need to embrace human centric design approaches to provide modern user experiences layered on top of traditional manufacturing environments.  This role is for you if you want to be part of a team that empowers our clients by creating innovative digital solutions that unlock productivity, efficiency and flexibility.     We are seeking a highly motivated, experienced and enthusiastic Data Architect with a can-do attitude to join our talented team!     Essential Functions:   This role will be part of a team developing and deploying our client’s IIOT platforms, analytic and machine learning applications, and augmented reality experiences.  Our data architects will use the ThingWorx IIOT foundation for our services that will be deployed using standard apps, customized solutions, and extended with additional FactoryTalk InnovationSuite technologies.   Data Architect:   The Data Architect role will focus primarily on the core IIOT and machine learning portfolio that includes deployment and expert use of ThingWorx and FactoryTalk Analytics, along with support for the Vuforia suite of augmented reality applications. The role will concentrate on data ingestion and processing capabilities of the platforms to remove the constraints that prevent our clients from leveraging their data to realize business insights from their OT systems.  Typical activities will include supporting proof-of-concept/value projects and leading the design and implementation of performant and scalable platform data architectures.  Some client travel is expected, but most of the client work will be performed remote from a Rockwell office.   Functional: Assesses client system and data architectures, high-level IT and application strategies, and data management practices to develop overarching project system and data context reference diagrams to support project objectives (current and future state) Leads design efforts related to data acquisition, wrangling, ingestion, pipelines and orchestration in support of analytics and machine learning model development Leads efforts to ensure that project architectures are secure, performant and scalable Guides and coaches client team on solution design Quickly learns and articulates the features and benefits of new products and solutions, and can use this information in developing new client opportunities for our business Understands IT/OT industry-specific applications, particularly around Information Solutions, Analytics and MES.   Teamwork: Displays strong teamwork, client service and organizational skills Creates and presents solutions to clients at multiple levels Uses open and appropriate means of communication with management, stakeholders and peers on work status, risks, issues and opportunities   Interpersonal: Uses creative and innovative approaches to deliver value to both clients and the company Understands the RA product landscape, as well as emerging technologies, and educates resources on new and innovative business solutions for our clients Understands and manages business complexity and project interdependencies Consistently applies problem-solving skills, attention to detail, and critical thinking abilities for project success Actively pursues personal continuous learning, development of skills and knowledge   EOE, M/F/Disable, Vet   Basic Qualifications:   Bachelor of Science degree in Computer Science or Engineering Willing and able to travel and work at client sites. Travel can vary on assignment from 0% to 100% but can average 30%. Legal authorization to work in the US is required. We will not sponsor individuals for employment visas, now or in the future, for this job opening.   Desired Qualifications:   Typically requires a minimum of 2 years of related experience. Experience with: PTC ThingWorx, ThingWorx Analytics & KepwareRockwell FactoryTalk Analytics: DataView, DataFlowML, EdgeArchitecting and delivering distributed or SaaS-based analytical solutionsBig data processing and streaming platforms (Apache Spark, Apache Kafka, Apache Flink, Databricks)Machine Learning libraries and notebooks (SparkML, TensorFlow, Jupyter)Big data stores (Elastic, Cassandra, Hbase, Hive, HDFS).Data storage technologies (relational, graph, document, in-memory)Application software installation, configuration and maintenance - and the discipline to document and track procedures and activitiesNetworking, VMWare environments, and operating systems (Windows server, Linux varieties)Java, JavaScript, C#, Python, and related development languages Oracle, Microsoft SQL Server and Postgres database platforms – SQL and database administration Data wrangling and ETL conceptsCI/CD and DevOpsAgile development methodologiesHuman Centered Design At least 3-5 years technical consulting experience with project management responsibilities Demonstrated industry domain experience in one of Rockwell’s core customer segments (Automotive, Mining, Pharma, CPG, etc.) Experience with the design and configuration of Rockwell Automation ProductionCentre Application Suites (CPG Suite or PharmaSuite). Seeks out new responsibilities and stretch opportunities while demonstrating creativity in identifying better means of accomplishing a job. Familiarity with: FactoryTalk Historian / OSISoft PIPlatform management activities including application and database backup and restore functions, user management and security integrationCloud hosting services and subscription management     

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