为什么大家都喜欢diss FB的data scientist？

cutekitty 发表于 2020/01/07 20:59:34
那帮在FB叫research scientist，不是DS……之前一个FB recruiter跟我聊过，FB DS的确就...

兄弟你怕是遇到了一个假recruiter吧....还SAS...

有一些也是🍋精吧 哈哈哈

lansecanying 发表于 2020/01/08 02:57:39
兄弟你怕是遇到了一个假recruiter吧....还SAS...

估计是，这哥们连pyspark 是啥都不知道，听到我用pyspark，就把我给拒了😂

地里一个莫名其妙舍本逐末的鄙视链之类的东西，ML调包还是深度学习调参就是高端大气，而不是做的东西能有多大的impact多少的contribution

hrandawu 发表于 2020-1-7 20:13
之前面uber的ds，聊下来感觉更像是applies ml. 之后在fb，确实更少需要train ml model，更多的是analysis ...

Ube有Data Analyst職位負責各種Dashboard花式SQL

Data Scientist的話, 要看組才知道實際工作, 甚至要看當下組裹的project, 有什麼便做什麼

舉個例子，看看今年Uber DS intern的descriptions, 其實就是各組的一些工作大方向
Operation Research, Analytics, ML也有

Sample Projects:
Simulate the effects of re-allocating between driver incentive mechanisms
Investigate how surge pricing interacts with different innovations in how riders are matched with drivers
Develop new matching algorithms that power our shared rides products.
Build matching algorithms to enable transportation solutions in different markets
Quantify the medium- to long-term impact of changes to pricing and matching on rider and driver partner activity.
Build machine learning models which predict a customer’s response to promotions.
Investigate the meaning and impact of trip quality on riders and drivers
Build uplift and segmentation models to be used for targeted outreach and re-engagement strategies
Build machine learning models for product selection, hotspot location and routing optimization
Build OCR models to automate driver document transcription
Build models to optimize our fleets of bikes and scooters

其实感觉data scientist本来就是做你说的这些，至于ML那些东西，现在都是ML enigneer或者做ai的software engineer 做的

不是大家都喜欢diss吧 貌似fb本身就不认同自己的ds（所以才有fb的ds出门就降一级） 普通人觉得能进fb就不错了 谁管你进去拧螺丝还是看饮水机

312500083 发表于 2020/01/16 00:39:39
不是大家都喜欢diss吧 貌似fb本身就不认同自己的ds（所以才有fb的ds出门就降一级） 普通人觉得能进fb就不错了 ...

其他公司ds做的事情也差不多啊 为啥出门降一级？

vgb 发表于 2020/01/15 20:29:15


Ube有Data Analyst職位負責各種Dashboard花式SQL

Data Scientist的話...

谁家JD不都写的漂漂亮亮的，不然谁去啊…… 实际工作上不会有这么面面俱到。

想问如果就想做analyst的话。。面试内容会比SDE简单些吧 这个岗是不是职位比较少 感觉也不是很好进😢😢