[???ú]????????2020???°????

?????ê??????

?°???????°???ê???·:url.yingjiesheng.com/qapodt

?????ò?é??

??????????????1999?ê??×????è?????ú???????????±?¤30000?à??????????95????????????22????????·??????ò°ì?????????°???????????ú×??ó????????????×÷?????ú?ì????×?????????·????????????????????ò????3??×??á?á?±?á??°ü?¨???ê?¤?????ú?±?¤?????????????????????í?°???????í????????·???????·?????

Ctrip ?? China trip ???ò?????????????????ù???????? c ??????“??”?? trip ??????“??”×é??????????????“????“??×é?? Ctrip ??????×????????±?????????????ó????????????Ctrip ??2003?ê?????ú??????????????????????????????????????·?????????·????????ì??????????????????×??ó??????????·????????????ò?????°????????????·?????????

???°??????????·??????????????????§?á???¤???¨???ê???ú?±???????????????????±???????±?????±???????????ò???????????????é????·??í????????????·????????°?÷????????????30?????????????×?????××???????70%?????ì???ú???????ì?ò??“??????????”·???????

????????????2012?ê??2013?ê????“?ú?ó?·??°?”??????100??×????????????ú?·????

2015?ê??????±????????ú??????±ê???±“??±ê?????±”????Travel Weekly China ?????·2015?ê??“???ú×???????????????”??

2016?ê????????°????????·???ú500??????????????????????2016?ê“???ò???¤??????”??

2017?ê?????????????ì?????¨Fast Company ) ?·2017???ú???ó×??????????ó????2017???ó×??????????????ó????

2018?ê?????????????????·2018×??????????????÷?·????BrandZ×??????????ú?·????34???????????ú???§????????????×??????÷??????????CCG"2018???ú?ó?????ò??????50??"??

 

2020???°??????????

?ó?¨??·??¤????

?????é??

?????????ú?·?°?¨???????ó?¨?ò????·??????è??????·????????????ó??????????·??????????????????????????????÷?????ú?????????????§?á?????¨??°????????§????????????·???????????????????ר??????????????????

???°×???

???????ó??

2020?ê±???????????±??????????????ú???????ú???í???ò?à??ר????

?????°??·?????????????±????¤??????2019.9-2020.12±????ú??

 

1???ì?¤?ù±??????á?????ù±???·¨?????????ú???????????¤???í???ú??±??ó???????ú????

2??±à???ù±????ú????????Java/C#???à????·???????

3????????????±à?????ù±???????????SQL????·????????÷????????SQLServer?òMySql???????ü????

4???????à????±à?????ó?????à?????????????????????¨?????¤??

5??????JavaScript??Html??CSS???ù????????

6????????·???????????????????????????????????????

7???????????¨??????????????×ê???????é????????×???·?????????

8??????????±?Linux??·????é?òJavaWeb??·????é??

?°????·??¤????

?????é??

 

1??????????online???°????H5???°????·???

2???á??Native??????Hyid·?????·?APP??

3???????¤???????°?????????????????°???ú????

???°×???

???????ó??

2020?ê±???????????±??????????????ú???????ú???í???ò?à??ר????

?????°??·?????????????±????¤??????2019.9-2020.12±????ú??

 

1??·á????±à?????????é????°??????ú±à????

2?????¤?é???????ì????????????????????????????????±ê×???

3???ì?¤PHP/JAVA/Python?ó?¨?????????°?ó????????·??????????í(Ajax,JSON)?????¨??????

4???ì?¤JS/HTML5/CSS3/NodeJS???°????·???????

5????????????·?JS???ò?ò?????????????é??·?????·???

 

×??????????¤????

?????é??

1??°????????????????ó?????¨??????????????????????????????·?·¨??

2???????????è???????ò?ú???????ó?¤×÷,?????á???ú?·?????è????????????

3???ù???ú?·?????????????á?????í??×?????????·?°????¨?è??????×????????????¨???è????????×??????????¤????

4???á???????§???????§×????????è?ó??×?????????????????????×???????????????

5?????????????¨??·?????±¨???????????????????????§?????á???ú????????????

???°×???

???????ó??

2020?ê±???????????±??????????????ú???????ú???í???ò?à??ר????

?????°??·?????????????±????¤??????2019.9-2020.12±????ú??

 

1????±?×??????????????????????????°??????????°?????????????????

2???ì?·????Java??C#?ò????±à??????????±?????×?????????????????

3???ì?¤???????????????·???°?à???????????????ì?ò????·?????·????????????????¨?????¤??

4???????????????????ì?¤?????÷??????·???????×?????????????

5???§?°???????????????á??×??????????§???????????ú×?????±??¤???è?ó??

6???????????????????????????????????????????±??????????±??????????¨?????°??????×÷??????

 

??????·??¤????

?????é??

1???????????????è±????????ò????·?????????????

2???á???????????è±????????ò?????¨??/????/?????¤??????

3????????????????????×????ü?à??????

???°×???

???????ó??

2020?ê±???????????±??????????????ú???????ú???í???ò?à??ר????

?????°??·?????????????±????¤??????2019.9-2020.12±????ú??

1??ר???ù???????ú??????????C++/OC ?????ù?????????ò???ó???????????í??,?ì?·?????ù±????????á??????·¨??

2???????¨??±à?????÷?????é???????????÷?????ò??????

3??????HTTP??Socket±à????

4???????????????§????·?????????????Object-C??????????·???

5?????é???????????à????????????????????

6????±????????????é?¨?à????????????????????????????????????????????????????????????·???????×÷???? 

7????iOS??·????é????????????

???????¤????

?????é??

1???????????????????¨/PaaS???¨???????è??????????

2??ר×???CodeDeploy???é????·???

3????????·??è????????????????????????

4???ú??????·????÷?????????????????????????????????????à??×é????

 

???°×???

???????ó??

2020?ê±???????????±??????????????ú???????ú???í???ò?à??ר????

?????°??·?????????????±????¤??????2019.9-2020.12±????ú??

1???ì?·????Linux?·??????C/C++/Go/Python/Shell/PHP????????????????

2???????????????????????¤×÷????????????±???????·??????????????????????¨????×÷??????

3????°?±à??????°????????????????§?°???????????????ó?????????????????????????°?±??×????§?°????×?????????

4???ì?¤????????????????

a. ?ì?¤Openstack??Docker??Swarm??Kubernetes??CoreoS??Mesos????????

b. ?ì?¤KVM??VMware??xen???é???????????ì?¤??????????

c. ?ì?¤Django?ò?????ì?¤DevOps???¤?????°?ú????????

d. ??±????¨?????????????ì?¤TCP/IP?¨?????í???ì?¤socket±à????

e. ???????????¨EC2??GAE???????¨?????????é??

 

?ó?¨??·??¤????

?????é??

1??????????×÷???÷??????????·????????????¤??

2??????????????????????·????????????¤??

3??????????????????????·????????????¤??

4???????÷??????????????????????·????????????¤??

 

???°×???

???????ó??

2020?ê±???????????±??????????????ú???????ú???í???ò?à??ר????

?????°??·?????????????±????¤??????2019.9-2020.12±????ú??

1??±à???ù±????ú????????Java??·???????

2???ì?¤Spring???°Mybatis?òHibernate??OR Mapping???ò????

3??????Jquery??AngularJS???°???ò????

4??????hadoop/spark?ù±????í????MR?òSpark????·????é??????????

5???ì?¤Linux??????????????

6?????°?????ú???÷???ó?¨??·??¤??????????

 

?ú?÷?§?°?¤????

?????é??

1??????????????·¨???????á??precision & recall??

2???è?????????????ì?é·?°????????????ì?é???ì???ì???¤×÷???á??????·?·?????????

3??±à????·¨???÷?é???????????????è??????????????????????

???°×???

???????ó??

2020?ê±???????????±??????????????ú???????ú???í???ò?à??ר????

?????°??·?????????????±????¤??????2019.9-2020.12±????ú??

 

1?????ú?÷?§?°/???¤???????°?ò???ù???é??

2????????/?ú?÷?§?°?¨???é(Logistic)?????à???±???ò????·??à?÷??Boosting??SVM??Random Forest???????????????ò

??????·¨ ?¨Collaborative Filtering, SVD++???ì?ò??????????????

3???ì?¤????????·¨???????·?í??????(??R, SAS, SPSS?ò??matlab??????

4???ì?·???????????é??????Hive??SQL Server??Oracel??MySQL???òTeradata????

5??????????????????????????????????????·?????????????????

6???????§???????????????ú?¤?é???????ì?????ú?·??????????????????????

7???????????????¨????????????????????×÷??????

 

?????????é/????????????

a ?????§?¨?????ü???±??

b Linux?·??/Shell?ü????

c ·?????????Hadoop/hive/spark???à????????

d ?ù?????????ú?÷?§?°Spark ML??Mahout???ò??R??Hadoop??

e ?ì?¤????±à???????¨Java??Python???ò??Perl????

 

?ó????·?????

?????é??

 

1????×????????????°???????????????????§??????????

2??????????·??????????????????à?????????á?????§???é???????????ì??????

 

???°×???

???????ó??

2020?ê±???????????±??????????????ú???????ú???í???ò?à??ר????

?????°??·?????????????±????¤??????2019.9-2020.12±????ú??

 

1???ì?¤SQL?????????????????÷?÷??????????????

2???????¨???í???????ú?÷?§?°????????????R?òPython????????·????????ò??????????

3?????????§?°?????????¨???????????????à?????????????é??

4??????·??????ó?????ú???????¨Hadoop/Spark????????????

 

?????????¤????

?????é??

 

1???????????¨?????°?????????????ú?·???è??????·???

2??????????????ETL?÷?????????°????ETL?à????????????

3?????????????????????????¨?è??

4???????????é?ó???????????è????·???

 

???°×???

???????ó??

2020?ê±???????????±??????????????ú???????ú???í???ò?à??ר????

?????°??·?????????????±????¤??????2019.9-2020.12±????ú??

 

1?????¨SQL????±???????????·????????????ì?¤?????÷?÷??????(±???Oracle/MySQL/Teradata/Greenplum??)????Hive???????é??????????

2???ì?¤?????????í?????????????è?????????????é??????????

3???????ì?¤Java/Python????????·?????

4??????hadoop/spark?ù±????í????MR?òSpark????·????é??????????

5???ì?¤Linux??????????????

6??????????????×÷?????????????????????????ú?¤?é??

 

AI OPS??·¨?¤????

?????é??

???????????????????????¨AIOPS?????°?????ú?÷?§?°???????????ù?????????????????????????????°?????±?ò?????ì???ì?????????ù??·??????????????§????·?????????????????????

 

1??????AIOPS???????è??????·???

2????????·¨??????????????·á????·¨????

 

???°×???

???????ó??

2020?ê±???????????±??????????????ú???????ú???í???ò?à??ר????

?????°??·?????????????±????¤??????2019.9-2020.12±????ú??

 

1???ì?¤Linux??×÷???????í???°?????ü??,?ì?·????JAVA??Python ??????????±à?????????ì?¤ Hadoop??Spark??Tensorflow??Scikit-Learn ???¤????

2???ì?¤?ú?÷?§?°????????·¨??°ü?¨???????????é??·??à?????à?????????ò????·¨??

3?????????§?°???????§?°???????????ì???????¤×÷?ù?è??????

?ü?à?°???ê?é???????°???????°???ê???·:url.yingjiesheng.com/qapodt