崗位職責:
疫情防控期間暫不安排應(yīng)聘人員到公司參加現(xiàn)場面試，我司將統(tǒng)一安排線上測試和線上面試，屆時將有HR與您聯(lián)系，感謝您的理解！
This?position?requires?great?passion?on?data?intelligence,?a?variety?of?advanced?analytics?skills?and?spirit?of?innovation.?This?is?also?a?unique?opportunity?that?leverages?cutting-edge?of?machine?learning?and?AI?technologies?to?innovate?data?product?design,?drive?new?business?model?and?create?an?impact?on?40-million?customers?across?HSBC?networks?from?China.
1.?The?role?is?part?of?HSBC?China?Data?&?Analytics?team?and?is?responsible?for?the?management?of?all?customer?information?and?provision?of?analytical?and?data?science?deliverables?for?customer?and?banking?initiatives?and?to?support?all?RBWM?activities?especially?for?growth?of?the?Pearl?River?Delta?growth?for?Cards?Propositions,?Acquisition,?Marketing,?Portfolio?Management?and?Profitability.?The?individual?is?also?expected?to?identify?key?trends?that?arise?from?the?insights?of?customer?data?and?work?with?other?areas?in?RBWM?to?ensure?they?are?taken?account?of;
2.?The?suitable?candidate?should?be?a?self-driven?person?and?a?leader?by?nature?in?taking?full?ownership?of?the?deliverables.?One?should?be?technically?profound?and?fully?loaded?with?business?acumen?and?communication?skills.?One?will?work?hands-on?with?the?Enterprise?Data?Warehouse?and?Jupyter?environment?for?data?and?modeling?process,?and?are?required?to?deliver?the?results?in?a?logical?and?ethical?way?to?the?stakeholders;
3.?Design,?formulate,?and?implement?relevant?solutions?for?the?identified?analytics?project?and?convert?analytical?findings/solutions?that?will?lead?to?achieving?business?goals?(revenue?growth,?anti-attrition,?and?increasing?customer?engagement,?etc.).?During?the?process,?closely?collaborate?with?relevant?teams/parties?to?obtain?the?supports?required?for?these?tasks;
4.?Use?company?provided?software?tools?to?extract,?collect,?manipulate?(e.g.?subset?and?merge)?raw?data?to?prepare?for?further?analysis.?Then?apply?the?appropriate?analytics?frameworks,?statistic?procedures?or?machine?learning?algorithms?to?analyze?the?data?in?order?to?provide?actionable?analysis?findings.?Interpret?and?present?quantitative?information?as?well?as?the?findings?in?proper?context?so?as?to?help?in?the?investigations?and?decision?making?of?the?business;
5.?To?design?and?develop?robust,?relevant?data?mining?solutions?–?descriptive?or?predictive,?the?incumbent?should?flexibly?and?innovatively?apply?diverse?modelling?methods?including?(but?not?limited?to):??decision?tree,?clustering,?logistic?regression,?gradient?boosting,?neural?network,?random?forest,?support?vector?machine?etc.;
6.?Manage?the?timely?delivery?of?output?and?effectively?communicate?with?all?stakeholders.
針對匯豐零售銀行的各種產(chǎn)品和核心業(yè)務(wù)，熟練運用商業(yè)分析，統(tǒng)計和數(shù)據(jù)分析的方法及工具，發(fā)掘數(shù)據(jù)商業(yè)價值，為業(yè)務(wù)團隊賦能，打造良好客戶體驗的數(shù)據(jù)洞察和產(chǎn)品。從事的工作職責包括以下方面:
1.?熟悉并開發(fā)各種機器學習的算法，包括但不限于語義識別、知識圖譜、搜索、推薦、知識庫挖掘、計算機視覺、圖算法等，應(yīng)用于智能客服、財富、信用卡，保險、銀行網(wǎng)絡(luò)銷售等場景;
2.?研究開發(fā)金融輿情方法，從互聯(lián)網(wǎng)海量數(shù)據(jù)中發(fā)現(xiàn)有價值的信息。包括事件抽取、事件發(fā)現(xiàn)與追蹤、情感分析、實體識別等應(yīng)用于客戶行為和體驗的研究;
3.?領(lǐng)導開發(fā)人工智能產(chǎn)品，用AI為公司賦能。
?
任職資格:
1.?Bachelor?(minimum?with?5+?year?experience)?or?Master?degree?(with?3+?year?experience)?in?relevant?quantitative?disciplines?such?as?Statistics,?Mathematics,?Computer?Science,?Engineering,?Operations?Research,?Physics?or?a?related?discipline?with?a?focus?on?use?of?analytics?and?optimization?to?influence?business?decisions.
2.?Hands-on?knowledge?in?one?of?the?following?data?analytics?domains:?machine?learning,?natural?language?processing/generation,?computer?vision,?deep?learning?and?advanced?analytics,?business?analytics.
3.?Strong?retail?banking?products?or?wealth?management?business?knowledge?and?knowledge?of?profitability?model,?e.g.?card,?loan,?mortgage,?insurance,?etc.?
4.?Experienced?in?leveraging?business?analytics?and?machine?learning?algorithm?to?drive?business?growth,?identify?product?proposition?or?enhance?retail?banking?customer?journey,?etc.
5.?Experience?in?working?with?large?volume?of?data?with?database?systems?or?cloud?e.g.?SQL,?NoSQL,?Hadoop/Spark,?AWS?etc.?Scripting?language?capabilities?in?Python,?R,?SAS,?Java?or?Scala
6.?Less?qualified?candidate?would?be?considered?as?Analyst.
1.?熟悉以下一個或多個領(lǐng)域：機器學習、深度學習、自然語言處理、對話機器人、計算機視覺、輿情分析等；
2.?熟悉一種或者多種銀行金融產(chǎn)品，盈利和定價模型，熟悉零售銀行業(yè)務(wù)；
3.?優(yōu)秀的算法和編程能力,?熟悉主流數(shù)據(jù)分析和機器學習工具及語言；
4.?具有很好的表達能力，很好的抗壓能力和團隊合作能力；
5.?熱衷于技術(shù)創(chuàng)新，善于突破現(xiàn)有框架做出改變，善于運用有限資源針解決具體問題。善于把大數(shù)據(jù)和人工智能技術(shù)結(jié)合及應(yīng)用到實際業(yè)務(wù)場景，產(chǎn)生商業(yè)價值；
6.?計算機，數(shù)學，統(tǒng)計學或相關(guān)專業(yè)，碩士以上學歷。能力稍遜者可被推薦為分析師。
We?offer:?
1.?Competitive?salary?and?an?annual?bonus;?
2.?Other?benefits?including?20?days?paid?annual?leave,?medical?benefits;??
3.?Training?courses?in?leadership?and?technical?skills,?English?communication;
4.?An?international?analytics?career?for?colleagues?who?would?like?to?work?overseas;
5.?A?friendly?working?environment?in?a?modern?office?in?TaiKoo?Hui?Tianhe;
6.?Work?/?life?balance?-?team?building?activities.
福利待遇
-?具競爭力的薪酬：基本工資+績效獎金+輪班補貼+早晚班交通津貼；
-?健全福利保障：五險一金+補充性商業(yè)醫(yī)療保險+免費年度體檢；
-?暢享10+天假期：除享有國家法定節(jié)假日外，還擁有至少10天帶薪年假、12天帶薪病假、1天生日假、婚假、產(chǎn)檢假、產(chǎn)假以及陪產(chǎn)假、哺乳假等，助您達到工作生活的平衡；
-?彈性福利制度：年假可買賣，商業(yè)醫(yī)療保險套餐可升級，您還可申請旅游補貼、個人進修補助、運動健身補貼等，滿足個性化福利需求；
-?人性化工作環(huán)境：使用公司的員工餐廳、咖啡室、休息室、娛樂室等，進行勞逸結(jié)合；
-?多元化員工活動：運動會、團建、年會等精彩活動給您平臺，任您施展才華。
培訓與發(fā)展
-?廣闊的職業(yè)發(fā)展平臺：遍及全球的集團網(wǎng)絡(luò)，提供擴展人脈及跨文化交流的機會，您還可申請不同國家及地區(qū)的長短期職位，不斷挑戰(zhàn)自我；
-?系統(tǒng)性人才培育及發(fā)展：配備職業(yè)導師，為您提供清晰的職業(yè)規(guī)劃指導，充分挖掘橫向及縱向的發(fā)展?jié)摿Γ?br />-?完善的專業(yè)培訓體系：入職即可享帶薪培訓，多元化的培訓機會，還有資源及教育援助，幫您逐步實現(xiàn)職業(yè)目標。