ai-se / Resume_Job_Matching

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Topic trending #10

Open azhe825 opened 5 years ago

azhe825 commented 5 years ago

Topic 0 (system): knowledge systems experience technical network related information procedures Topic 1 (office): office skills work date required related armenian english Topic 2 (sales): sales skills marketing company business work ability experience Topic 3 (accounting): accounting financial knowledge reports finance procedures prepare management Topic 4 (english): english language center career students course courses www Topic 5 (representative): date company knowledge www yerevan announcement organization website Topic 6 (software): experience software development knowledge design company work skills Topic 7 (consulting): project development international program experience management related armenian Topic 8 (banking): bank knowledge credit skills work organization www cjsc Topic 9 (management): project development management activities work ensure skills experience

azhe825 commented 5 years ago

Topic 0: software development experience product team company technical work Topic 1: insurance cascade company cjsc capital holdings candidate established Topic 2: plus experience familiarity development llc software programming knowledge Topic 3: office administrative assistant maintain correspondence meetings provide documents Topic 4: web design designer creative adobe content graphic photoshop Topic 5: knowledge experience good time technical term team date Topic 6: work high skills ability responsibility date sense experience Topic 7: development experience asset design applications client skills knowledge Topic 8: customer service customers support information provide skills services Topic 9: testing test qa quality knowledge tools experience assurance Topic 10: systems network knowledge software support technical windows security Topic 11: management ensure staff operations manage manager team quality Topic 12: knowledge services software development global company developer skills Topic 13: skills time relevant career date communication mail excellent Topic 14: synopsys software design knowledge term english date language Topic 15: data reporting reports analysis business experience information be2 Topic 16: procurement office ensure prepare services contracts contract administration Topic 17: yerevan additional notes 00 osce office hours training Topic 18: development sector policy private public services international assist Topic 19: bank banking knowledge branch skills cjsc good banks Topic 20: development systems epam software knowledge according company projects Topic 21: knowledge ra education legislation acts legal work higher Topic 22: web experience development knowledge developer java php company Topic 23: armenian english languages translation russian skills excellent related Topic 24: accounting tax accountant knowledge reports financial prepare chief Topic 25: software company llc experience mobile date good knowledge Topic 26: credit bank loan financial lending banking vtb skills Topic 27: hotel guests procedures follow service food maintain 2012 Topic 28: company salary remuneration date knowledge 000 qualifications www Topic 29: legal law provide contracts company legislation knowledge lawyer Topic 30: activities department manage supervise coordinate skills organize head Topic 31: experience business ability requirements strong develop standards ensure Topic 32: internal audit risk security management control procedures information Topic 33: card development rural agribusiness marketing department assistance organization Topic 34: open criteria eligibility candidates time qualified date start Topic 35: caucasus environmental regional georgia management region rec development Topic 36: driving license required vehicle work office yerevan driver Topic 37: health medical care tb msf hiv aids patients Topic 38: media press social news information journalism political armenian Topic 39: communications public relations marketing pr communication develop activities Topic 40: orange telecommunications salary operator customers experience services million Topic 41: programme country undp national development support implementation ensure Topic 42: data report analysis expert evaluation assessment research recommendations Topic 43: program project mca implementation management adb officer related Topic 44: announcement form www careercenter following http php id Topic 45: bank 000 cjsc ameriabank banking remuneration investment careercenter Topic 46: store retail stock ensure center procedures inventory www Topic 47: marketing sales market products product develop company manager Topic 48: business economic investment international consulting financial services competitiveness Topic 49: training education technical experience staff materials peace trainings Topic 50: llc knowledge company date 2015 work time term Topic 51: ability work team time professional deadlines make skills Topic 52: 2005 2006 date announcement available www post free Topic 53: ability skills work excellent strong team pressure tasks Topic 54: test testing knowledge software development tools tests ability Topic 55: company finca work management organization attask yerevan www Topic 56: language 2014 english armenian experience national support date Topic 57: www time company software computer date technical visit Topic 58: database sql data experience databases procedures server oracle Topic 59: sales customers clients customer company services products service Topic 60: center career organization social organizations project opportunities ngo Topic 61: skills work excellent ability prepare research related armenian Topic 62: 2007 knowledge related yerevan website announcement required post Topic 63: company llc knowledge skills logistics import excellent goods Topic 64: medical company representative pharmaceutical knowledge www skills yerevan Topic 65: knowledge 2014 responsible skills good language ms follow Topic 66: software knowledge experience design development mentor graphics skills Topic 67: hr human resources management recruitment employees employee personnel Topic 68: knowledge professional bank financial central experience work years Topic 69: credit organization aregak uco cjsc work universal financial Topic 70: net experience software development knowledge web sql asp Topic 71: date group term llc time opening announcement www Topic 72: knowledge telecom network vivacell cjsc time career date Topic 73: education university students school american year www international Topic 74: term date time candidates knowledge qualified criteria open Topic 75: foundation program programs international development research irex organization Topic 76: design experience systems development technical software applications based Topic 77: world vision development adp child wv communities skills Topic 78: lycos europe european experience company date knowledge team Topic 79: skills experience company knowledge business www ability website Topic 80: business management develop planning development skills manage strategic Topic 81: international national rights project human eu local relevant Topic 82: software development team skills company knowledge cqg experience Topic 83: ability skills team work working clients strong learn Topic 84: english courses language career center course business classes Topic 85: project projects management implementation activities manager team work Topic 86: management water energy development programme cooperation resources international Topic 87: production equipment food work safety quality company maintenance Topic 88: information ability requirements problems needs business solutions new Topic 89: financial finance accounting reports management reporting budget control Topic 90: usaid experience international related degree date required corruption Topic 91: program development international local technical activities project experience Topic 92: procredit 2008 knowledge yerevan holding bank www company Topic 93: construction design engineering engineer technical knowledge experience yerevan Topic 94: skills company llc work excellent date personality time Topic 95: community development support local building implementation capacity ability Topic 96: cash transactions knowledge related cjsc process operations date Topic 97: director projects experience international implementation piu board executive Topic 98: development project rural agriculture agricultural value activities experience Topic 99: children program work ensure skills child activities office

timm commented 5 years ago

any way to reduce this? like are the top 10 eat 90% of the mass?

as is this with LDA? or Amrit's stable lda?

timm commented 5 years ago

and what happens if we prune these to "machinist" or "software"

azhe825 commented 5 years ago

Top 10 do not eat 90%, top 50 only eat 75%.