Description?of?Role 1. Initial?Problem?Structuring?&?Proposal?Development: a. Understanding?clients’?requirements?(business?objectives,?scope?of?information?to?be?covered,?business?questions?to?be?answered,?etc.)?independently b. Understand?the?nature,?source,?structure?&?quality?of?data?as?relevant?for?the?project c. Conversion?of?the?business?requirement?into?data?specification?–?collection,?structuring,?cleaning,?analysis,?reporting d. As?per?the?requirements,?structuring?the?project?(scope,?research?methodology,?planned?output?–?analysis/insights,?etc.) e. Assist?consultant?to?prepare?proposals?to?be?presented?to?the?client 2. Project?Execution: a. Individual?contribution: i. Data?collection,?structuring,?cleaning ii. Statistical?analysis?using?analytical?tools?like?Excel,?SAS,?SPSS,?etc. iii. Data?modeling?use?advance?stat?as?needed. iv. Non-statistical?analysis?as?required v. Deriving?insights?and?reporting/presentation b. Participating-in?and?driving?brainstorming?sessions?for?problem?structuring,?issue?analysis?&?decision?tree?analysis,?hypothesis?building?&?validation,?development?of?insights?and?recommendations?(throughout?the?project) c. Participating?in?client?communication?throughout?project?lifecycle. 3. Data?relevant?products?innovation?and?development: Please?note?that?a?project?may?involve?some?or?all?of?the?elements?as?described?above.?Some?projects?may?require?us?to?focus?only?on?data?cleaning?where?as?some?may?require?us?to?derive?in-depth?insights. Expected?Qualifications?&?Skills: 1. Degree?(bachelor?and/or?master?degree?or?equivalent)?in?a?numerical?course?e.g.?statistics,?mathematics,?physics,?economics,?engineering,?computer?science,?information?science,?operations?research,?IT?or?equivalent 2. At?least?3?years?of?experience?in?data?analytics?/?data?mining?roles. 3. Technical?skills?may?include: a. Exposure?to?advanced?analytics?methodologies?/?machine?learning?such?as?regression?(linear,?logistic,?etc.),?cluster?analysis,?CART/CHAID,?collaborative?filter,?deep?learning,?etc. b. Proficiency?in?main?database,?such?as?SQL?SERVER,?MySQL,?Oracle,?etc. c. Proficiency?in?one?or?more?statistic?/?machine?learning?tools,?such?as?Python,?R,?etc. d. Excellent?MS?Office?skills,?VBA?will?be?a?plus e. Knowledge?of?Big?Data?technique?is?a?plus. 4. Language?skills?(verbal?and?written):?Chinese,?excellent?English?skill?will?be?a?plus. 5. Experience?in?data?mining?of?CRM,?consumer?behavior?(both?online?and?offline)?is?a?plus. 6. Positive?attitude?and?solution?orientation?–?people?who?only?identify?problems?need?not?apply,?we?look?for?people?who?not?only?identify?problems?but?also?offer?solutions
