1. ã·ã¹ãã ãšã³ãžãã¢ãšã¯
æ å ±æè¡ã®é²åãšãšãã«ãã·ã¹ãã ãšã³ãžãã¢ãšããè·çš®ã泚ç®ãããŠããŸãããããããã®è·çš®ã«ã€ããŠå ·äœçã«ã©ã®ãããªä»äºãè¡ãã®ãããŸããã©ã®ãããªåœ¹å²ã責任ãæã€ã®ããç解ããã®ã¯é£ãããããããŸããããã®ã»ã¯ã·ã§ã³ã§ã¯ãã·ã¹ãã ãšã³ãžãã¢ã®åºæ¬çãªå®çŸ©ã圹å²ãé¢ãããããžã§ã¯ãã®äŸã«ã€ããŠè©³ãã解説ããŸãã
1.1. ã·ã¹ãã ãšã³ãžãã¢ã®å®çŸ©
ã·ã¹ãã ãšã³ãžãã¢ãšã¯ãæ å ±ã·ã¹ãã ã®èšèšãéçºãå°å ¥ãéçšãªã©ã®äžé£ã®ããã»ã¹ãæ åœããå°é家ã®ããšãæããŸãã圌ãã¯ãã¯ã©ã€ã¢ã³ãã®èŠä»¶ãç解ãããããåºã«æé©ãªã·ã¹ãã ãæ§ç¯ã»æäŸãã圹å²ãæãããŸãã
1.2. ã·ã¹ãã ãšã³ãžãã¢ã®åœ¹å²ãšè²¬ä»»
ã·ã¹ãã ãšã³ãžãã¢ã®äž»ãªåœ¹å²ã¯ãèŠä»¶å®çŸ©ãã·ã¹ãã èšèšãããã°ã©ãã³ã°ããã¹ããå°å ¥ãéçšãªã©ãã·ã¹ãã éçºã®ã©ã€ããµã€ã¯ã«å šäœã«é¢ããæ¥åãè¡ãããšã§ãããŸããã¯ã©ã€ã¢ã³ããšã®ã³ãã¥ãã±ãŒã·ã§ã³ãåããªãããã·ã¹ãã ã®å質ãæ§èœã確ä¿ãã責任ãæã£ãŠããŸãã
1.3. ã·ã¹ãã ãšã³ãžãã¢ãé¢ãããããžã§ã¯ãã®äŸ
ã·ã¹ãã ãšã³ãžãã¢ãé¢ãããããžã§ã¯ãã¯å€å²ã«ããããŸããäŸãšããŠãäŒæ¥ã®æ¥åã·ã¹ãã ã®æ§ç¯ãECãµã€ãã®éçºãã¹ããŒããã©ã³ã¢ããªã®å¶äœãªã©ãæããããŸãããŸããæè¿ã§ã¯AIãIoTæè¡ã掻çšããæ°ãããµãŒãã¹ã®éçºã«ãé¢äžããããšãå¢ããŠããŠããŸãã
2. ã·ã¹ãã ãšã³ãžãã¢ã®ä»äºå 容
ã·ã¹ãã ãšã³ãžãã¢ã®ä»äºã¯å€å²ã«ããããæè¡çãªã¹ãã«ã ãã§ãªããã³ãã¥ãã±ãŒã·ã§ã³èœåããããžã§ã¯ã管çèœåãæ±ããããŸãããã®ã»ã¯ã·ã§ã³ã§ã¯ãã·ã¹ãã ãšã³ãžãã¢ã®äž»ãªä»äºå 容ã«ã€ããŠè©³ãã解説ããŸãã
2.1. ã·ã¹ãã èšèšã®åºç€
ã·ã¹ãã èšèšã¯ãã¯ã©ã€ã¢ã³ãã®èŠä»¶ãããšã«ãæé©ãªæ å ±ã·ã¹ãã ã®æ§é ãèšèšããäœæ¥ã§ããããã«ã¯ãããŒã¿ããŒã¹ã®èšèšããããã¯ãŒã¯ã®æ§ç¯ãã»ãã¥ãªãã£å¯Ÿçãªã©ãå€ãã®èŠçŽ ãé¢ãã£ãŠããŸãã
2.2. ããã°ã©ãã³ã°ãšãã¹ã
ã·ã¹ãã èšèšãå®äºããããå®éã«ã·ã¹ãã ãæ§ç¯ããããã®ããã°ã©ãã³ã°äœæ¥ãå§ãŸããŸãããã®æ®µéã§ã¯ãã³ãŒãã®å質ãæ§èœã確ä¿ããããã®ãã¹ããéèŠãšãªããŸãã
2.3. ã¯ã©ã€ã¢ã³ããšã®ã³ãã¥ãã±ãŒã·ã§ã³
ã·ã¹ãã ãšã³ãžãã¢ã¯ããããžã§ã¯ãã®é²è¡äžãã¯ã©ã€ã¢ã³ããšã®ã³ãã¥ãã±ãŒã·ã§ã³ãé »ç¹ã«åãå¿ èŠããããŸããããã«ãããèŠä»¶ã®å€æŽãæ°ããªèŠæã«æè»ã«å¯Ÿå¿ããããšãã§ããŸãã
2.4. ããŒã ã§ã®ååãšãããžã§ã¯ã管ç
å€ãã®ãããžã§ã¯ãã§ã¯ãè€æ°ã®ãšã³ãžãã¢ãååããŠäœæ¥ãé²ããŸãããã®ãããããŒã å ã§ã®åœ¹å²åæ ãé²æ管çãéèŠãšãªããŸãããŸãããããžã§ã¯ãã®ã¹ã±ãžã¥ãŒã«ãå質ã確ä¿ããããã®ç®¡çèœåãæ±ããããŸãã
3. ã·ã¹ãã ãšã³ãžãã¢ã®å¹³å幎å
ã·ã¹ãã ãšã³ãžãã¢ãšããŠã®ãã£ãªã¢ãèããéã幎åã¯éèŠãªèŠå ã®äžã€ãšãªããŸãããããããã®å¹Žåã¯æ§ã ãªèŠå ã«ãã£ãŠå€åããŸãããã®ã»ã¯ã·ã§ã³ã§ã¯ãã·ã¹ãã ãšã³ãžãã¢ã®å¹³å幎åãããã®å€åèŠå ã«ã€ããŠè©³ãã解説ããŸãã
3.1. 幎åã®å€åèŠå
ã·ã¹ãã ãšã³ãžãã¢ã®å¹Žåã¯ãçµéšå¹Žæ°ãã¹ãã«ã»ãããäŒæ¥ã®èŠæš¡ãæ¥çžŸãªã©ãå€ãã®èŠå ã«ãã£ãŠå€åããŸããç¹ã«ãå°éçãªã¹ãã«ãè³æ Œãæã€ãšã幎åãäžæããåŸåããããŸãã
3.2. äŒæ¥ã®èŠæš¡ãæ¥çžŸã«ãã幎åã®å€å
倧æäŒæ¥ãäžå ŽäŒæ¥ã§ã®å€åã¯ãäžè¬çã«é«ã幎åãæåŸ ã§ããŸããããã¯ã倧èŠæš¡ãªãããžã§ã¯ããé«ã責任ãæã€ããžã·ã§ã³ãå€ãããã§ããäžæ¹ãã¹ã¿ãŒãã¢ããäŒæ¥ã§ã¯ã幎åã¯äœãã§ããããšãå€ããã®ã®ãæ ªåŒãªãã·ã§ã³ãªã©ã®ã€ã³ã»ã³ãã£ããæäŸãããããšããããŸãã
3.3. 幎霢ãçµéšã«ãã幎åã®å€å
ã·ã¹ãã ãšã³ãžãã¢ã®å¹Žåã¯ãçµéšå¹Žæ°ãå¢ããã«ã€ããŠåŸã ã«äžæããŸããç¹ã«ããããŒãžã£ãŒããªãŒããŒãšããŠã®åœ¹è·ã«å°±ããšãããã«å¹ŽåãäžæããåŸåããããŸããããããæè¡çãªã¹ãã«ãç¶æã»åäžãããããšããæç¶çãªå¹Žåã¢ããã®éµãšãªããŸãã
4. ã·ã¹ãã ãšã³ãžãã¢ã®ãã£ãªã¢ãã¹
ã·ã¹ãã ãšã³ãžãã¢ãšããŠã®ãã£ãªã¢ã¯ã絶ããå€åãé²åããITæ¥çã«ãããŠãå€ãã®éžæè¢ãšãã£ã³ã¹ããããŸãããã®ã»ã¯ã·ã§ã³ã§ã¯ãã·ã¹ãã ãšã³ãžãã¢ãšããŠã®æé·ã®éã®ããããã£ãªã¢ã¢ããã®ããã®æ¹æ³ã«ã€ããŠè©³ãã解説ããŸãã
4.1. åå¿è ãããããã§ãã·ã§ãã«ãž
ã·ã¹ãã ãšã³ãžãã¢ãšããŠã®ãã£ãªã¢ãã¹ã¿ãŒãããéãæåã¯åºæ¬çãªæè¡ãããŒã«ã®ç¿åŸããå§ãŸããŸããããããçµéšãç©ãããšã§ãããè€éãªã·ã¹ãã ã®èšèšãéçºã«æºããããšãã§ããããã«ãªããŸãããããã§ãã·ã§ãã«ãšããŠã®å°äœã確ç«ããããã«ã¯ã絶ããæ°ããæè¡ã®åŠç¿ãšå®è·µãå¿ èŠã§ãã
4.2. ã¹ãã«ã¢ããã®æ¹æ³ãšæšå¥šè³æ Œ
ã·ã¹ãã ãšã³ãžãã¢ãšããŠã®ã¹ãã«ã¢ããã¯ãå®åçµéšã ãã§ãªããè³æ ŒååŸãç ä¿®ãéããŠãå®çŸã§ããŸããç¹ã«ãæ¥çèªå®ã®è³æ Œã¯ãæè¡çãªã¹ãã«ãç¥èã®èšŒæãšããŠéåžžã«äŸ¡å€ããããŸããäŸãã°ãã¯ã©ãŠãæè¡ãã»ãã¥ãªãã£åéã®è³æ Œã¯ãçŸä»£ã®ITæ¥çã§é«ãè©äŸ¡ãããŠããŸãã
4.3. 転è·ãèããéã®ãã€ã³ã
ãã£ãªã¢ã®éäžã§è»¢è·ãèããéãèªèº«ã®ã¹ãã«ã»ãããçµéšã掻ãããäŒæ¥ãéžã¶ããšãéèŠã§ãããŸããæ°ããç°å¢ã§ã®ãã£ã¬ã³ãžããããé«ã絊äžãæ±ããå Žåã転è·ã¯æå¹ãªéžæè¢ãšãªããŸãããããã転è·ã決æããåã«ãçŸåšã®è·å Žã§ã®ãã£ãªã¢ã®å¯èœæ§ãæé·ã®æ©äŒãååã«æ€èšããããšã倧åã§ãã
5. ã·ã¹ãã ãšã³ãžãã¢ãšããŠã®ã¹ãã«ã»ãã
ã·ã¹ãã ãšã³ãžãã¢ãšããŠæåããããã«ã¯ãå€å²ã«ãããã¹ãã«ãæ±ããããŸãããããã®ã¹ãã«ã¯ããã¯ãã«ã«ãªãã®ãã人éé¢ä¿ã®ãã®ãŸã§å¹ åºããããããããããžã§ã¯ãã®æåã«äžå¯æ¬ ã§ãã
5.1. ãã¯ãã«ã«ã¹ãã«ã®éèŠæ§
ã·ã¹ãã ãšã³ãžãã¢ã®åºç€ãšãªãã®ã¯ããã¯ãã«ã«ã¹ãã«ã§ããããã«ã¯ãããã°ã©ãã³ã°èšèªã®ç¥èããã·ã¹ãã èšèšã®åçãããŒã¿ããŒã¹ã®æäœæ¹æ³ãªã©ãå«ãŸããŸããç¹ã«ãçŸä»£ã®ITæ¥çã§ã¯ãã¯ã©ãŠãæè¡ãAIæè¡ã«é¢ããç¥èãæ±ããããããšãå¢ããŠããŠããŸãã
5.2. ã³ãã¥ãã±ãŒã·ã§ã³èœåã®å¿ èŠæ§
ã·ã¹ãã ãšã³ãžãã¢ã¯ãã¯ã©ã€ã¢ã³ããä»ã®ããŒã ã¡ã³ããŒãšã®ã³ãã¥ãã±ãŒã·ã§ã³ãé »ç¹ã«è¡ãããè·çš®ã§ãããã®ãããæè¡çãªå 容ãããããããäŒããèœåããä»è ã®æèŠãå°éãåæãåŸãèœåã¯ããããžã§ã¯ããã¹ã ãŒãºã«é²ããããã«éåžžã«éèŠã§ãã
5.3. åé¡è§£æ±ºèœåãšã¢ããªãã£ã¯ã¹
ã·ã¹ãã éçºã®éçšã§æ§ã ãªåé¡ãçºçããããšã¯é¿ããããŸããããã®ãããåé¡è§£æ±ºèœåã¯ã·ã¹ãã ãšã³ãžãã¢ã«ãšã£ãŠå¿ é ã®ã¹ãã«ãšãªããŸãããŸããããŒã¿ãåæããæé©ãªè§£æ±ºçãå°ãåºãã¢ããªãã£ã¯ã¹ã®èœåããããé«åºŠãªã·ã¹ãã ãæ§ç¯ããããã«ã¯æ¬ ãããŸããã
6. ã·ã¹ãã ãšã³ãžãã¢ã®æªæ¥
ãã¯ãããžãŒã®é²åã¯æ¢ãŸãããšãªããã·ã¹ãã ãšã³ãžãã¢ã®åœ¹å²ãå€ããç¶ããŠããŸãããã®ã»ã¯ã·ã§ã³ã§ã¯ãè¿æªæ¥ã®ITæ¥çã®ãã¬ã³ãããæ°ããæè¡ã®æ®åãã·ã¹ãã ãšã³ãžãã¢ã®ä»äºã«ã©ã®ãããªåœ±é¿ãäžããã®ããæ¢ããŸãã
6.1. ITæ¥çã®ãã¬ã³ããšåœ±é¿
è¿å¹Žãã¯ã©ãŠãã³ã³ãã¥ãŒãã£ã³ã°ããšããžã³ã³ãã¥ãŒãã£ã³ã°ãªã©ã®æ°ããæè¡ãå°é ããŠããŸããããããã®æè¡ã¯ãããŒã¿ã®åŠçãä¿åæ¹æ³ãå€ããã·ã¹ãã ãšã³ãžãã¢ãåãçµããããžã§ã¯ãã®æ§è³ªãå€ããŠããŸãããŸããã»ãã¥ãªãã£ã®éèŠæ§ãå¢ããŠãããã·ã¹ãã ã®å®å šæ§ã確ä¿ããããã®ç¥èãæ±ããããããã«ãªã£ãŠããŸãã
6.2. AIãIoTã®æ®åãšã·ã¹ãã ãšã³ãžãã¢ã®åœ¹å²
AIãIoTã®æ®åã«ãããããã€ã¹éã®é£æºãããŒã¿ã®åéã»è§£æãäžå±€éèŠãšãªã£ãŠããŸããã·ã¹ãã ãšã³ãžãã¢ã¯ããããã®æè¡ã掻çšããŠæ°ãããµãŒãã¹ãã¢ããªã±ãŒã·ã§ã³ãéçºãã圹å²ãæ ãããšãå¢ããŠããŠãããæ°ããã¹ãã«ãç¥èã®ç¿åŸãæ±ããããŠããŸãã
6.3. ãªã¢ãŒãã¯ãŒã¯ãšãã¬ãã¯ã¹ã¿ã€ã ã®åœ±é¿
æ°åã³ãããŠã€ã«ã¹ã®åœ±é¿ãåããå€ãã®äŒæ¥ããªã¢ãŒãã¯ãŒã¯ãå°å ¥ããŠããŸããããã«ãããã·ã¹ãã ãšã³ãžãã¢ãèªå® ãã«ãã§ãªã©ããªãã£ã¹ä»¥å€ã®å Žæã§ã®äœæ¥ãäžè¬çãšãªã£ãŠããŸããããŸãããã¬ãã¯ã¹ã¿ã€ã å¶åºŠã®å°å ¥ã«ãããæè»ãªåãæ¹ãå¯èœãšãªããã¯ãŒã¯ã©ã€ããã©ã³ã¹ã®åäžãæåŸ ãããŠããŸãã
7. ãŸãšã
ã·ã¹ãã ãšã³ãžãã¢ãšããŠã®åœ¹å²ã¯å€å²ã«ããããæè¡ã®é²åãšãšãã«ãã®åœ¹å²ãå€ããç¶ããŠããŸãããã®èšäºãéããŠãã·ã¹ãã ãšã³ãžãã¢ã®åºæ¬çãªåœ¹å²ããæªæ¥ã®å±æãŸã§ãåŠã¶ããšãã§ããŸããã
7.1. ã·ã¹ãã ãšã³ãžãã¢ãšããŠæåããããã®ãã€ã³ã
æè¡ã®ç¿åŸã¯ãã¡ããéèŠã§ãããããã ãã§ã¯ãªããã³ãã¥ãã±ãŒã·ã§ã³èœåãåé¡è§£æ±ºèœåãéåžžã«å€§åã§ãããŸããåžžã«æ°ããæè¡ããã¬ã³ãã«ã¢ã³ããã匵ããæè»ã«å¯Ÿå¿ãã姿å¢ãæ±ããããŸãã
7.2. ä»åŸã®ã·ã¹ãã ãšã³ãžãã¢ã®å±æ
AIãIoTã®æ®åã«äŒŽããã·ã¹ãã ãšã³ãžãã¢ã®åœ¹å²ã¯ããã«æ¡å€§ããŠããã§ãããããŸãããªã¢ãŒãã¯ãŒã¯ã®æ®åã«ãããå Žæã«ãšããããã«åãããšãäžè¬çãšãªãå¯èœæ§ããããŸãã
7.3. ç¶ç¶çãªåŠç¿ãšã¢ããããŒãã®éèŠæ§
æè¡ã®é²åã¯æ©ããä»ã®ç¥èãããã«å€ããªãå¯èœæ§ããããŸãããã®ãããç¶ç¶çãªåŠç¿ãšèªèº«ã®ã¹ãã«ã®ã¢ããããŒãã¯å¿ é ã§ããæ°ããæè¡ããã¬ã³ããåŠã¶ããšã§ãåžžã«æåç·ã§æŽ»èºããããšãã§ããã§ãããã
åèæç®
- Hays Japan: ã·ã¹ãã ãšã³ãžãã¢ã®å¹³å幎åã絊äžã«é¢ããæ å ±ãæäŸããŠãããçµéšãã¹ãã«ãäŒæ¥ã®èŠæš¡ãæ¥çã«ãã£ãŠå¹Žåãã©ã®ããã«å€åããã®ãã«ã€ããŠã®è©³çŽ°ãªããŒã¿ãæ²èŒãããŠããã
- DSP: ã·ã¹ãã ãšã³ãžãã¢ã®ãã£ãªã¢ãå¹³å幎åã«é¢ããæ å ±ã詳ãã解説ããŠãããç¹ã«ã倧æäŒæ¥ãäžå ŽäŒæ¥ã§ã®å€åæã®å¹ŽåãããããŒãžã£ãŒããªãŒããŒãšããŠã®åœ¹è·æã®å¹Žåã«ã€ããŠã®æ å ±ãè±å¯ã§ããã
- JOB Change: ã·ã¹ãã ãšã³ãžãã¢ã®å¹Žåã«é¢ããQ&A圢åŒã®æ å ±ãæäŸããŠãããäŒæ¥ã®èŠæš¡ãæ¥çžŸã«ãã幎åã®å€åãã幎霢ã«ããå¹³å幎åã®å€åã«ã€ããŠã®ããŒã¿ãæ²èŒãããŠããã