2021 year 2 Monthly sample collection 370020 people .2021 year 2 Average monthly salary of programmers 15144 element , median wages 12500 element , among 95% Of the people whose salaries are between 5250 Yuan Dao 37500 element .

Annual wage change :

There was a magical scene , It was also this time last year that wages soared . Is there any rule ? How to interpret this data ? Experts please comment on it , I'm just a statistician .

distribution :

<> city

ranking city Average wage minimum wage median maximum wage percentage of recruits
1 Beijing 2015670001750045000311539.33%
2 Shanghai 18461700017500400006382119.11%
3 Hangzhou 1768370001500045000195145.84%
4 Shenzhen 17534650016000375005149815.42%
5 Guangzhou 14464550012500300003560110.66%
6 Nanjing 1445462501266629166161974.85%
7 Suzhou 1413760001250027500106873.20%
8 Chengdu 1310337501250030000177625.32%
9 Dongguan 128775000125002565038611.16%
10 Hefei 128305250115002750060791.82%
11 Xi'an 1274052501200025000101983.05%
12 Wuhan 1271152501250026605193385.79%
13 Xiamen 125544150120002250020010.60%
14 Dalian 123845000115003000064011.92%
15 Ningbo 120035250110002291635961.08%
16 Changsha 119845000115002250067352.02%
17 Fuzhou 116035250110002250030850.92%
18 Tianjin 112254977105002625820490.61%
19 Chongqing 107635000100002250055341.66%
20 Qingdao 10484375090002750037541.12%
21 Jinan 10118500095831906233551.00%
22 Changchun 911037508000200007550.23%
23 Zhengzhou 8875375090002000046601.40%
24 Kunming 8800375090001664324770.74%
25 Shenyang 8310375070002000029270.88%
26 Harbin 783636597000160009000.27%
Hangzhou has finally overtaken Shenzhen , Great .

<> function

career2020 year 2 month 2021 year 2 month
ADAS20625.018348
Android Development Engineer 13508.015161
BI engineer NaN13631
CAE15604.014299
CTO40351.034068
Cocos2d-x Development Engineer 15324.017314
DSP17248.018582
ETL13370.014078
ETL Development Engineer NaN13526
GIS12575.012916
GIS engineer NaN8930
HTML5 Development Engineer NaN12997
Hadoop engineer 16890.017208
MES12424.012763
SLAM12270.022500
Unity3D13508.014817
Unity3d Development Engineer NaN18014
Web Front end development NaN13105
iOS Development Engineer NaN15233
artificial intelligence 20485.019795
signal processing 14813.018759
Full Stack Developer NaN17828
Distributed 18804.024438
Front end development NaN13106
Blockchain development 19562.021367
Anti cheating Algorithm Engineer 38750.038333
Image processing engineer 15892.016742
Image Algorithm Engineer 20260.020985
Image Recognition Engineer NaN14339
Multimedia Development Engineer NaN22628
big data 16268.017222
Big data development engineer NaN16044
Small program development engineer NaN11731
Embedded software development 17168.014944
Technical director 18189.019004
Recommended algorithm engineer 22500.030034
Search Algorithm Engineer 37500.030458
Agile coach 24700.023750
data NaN9646
Data Warehouse Engineer NaN15507
Data Analyst NaN11010
Head of data analysis manager NaN17025
Data modeling engineer NaN15177
Data governance Engineer NaN15120
Data scientist 30083.031855
Data acquisition Engineer NaN8708
robot 15170.016432
machine learning 22300.022333
Machine Vision Engineer 13651.014042
architect 25717.027035
Deep learning Engineer 21386.022307
Game client development engineer NaN18481
Game Development Engineer NaN16888
Game server development engineer NaN20339
Crawler Development Engineer 12523.013374
Bioinformatics 12142.015612
Mobile Development Engineer NaN14581
Algorithm Engineer 20182.021161
System Analyst NaN12372
System architecture designer 18744.020337
Complier Software Engineer 21438.026753
Website architecture designer 13538.09862
natural language processing (NLP)24971.025349
chip 25269.027302
Visual Software Engineer 14709.015477
Speech Recognition Engineer NaN16755
software engineer 13409.014216
remote sensing 12944.011912
Driving Engineer 17800.018701
Largest number of software engineer positions , Wages from 13409, It's up to 14216.

Technology
©2019-2020 Toolsou All rights reserved,
VUE+Canvas Achieve desktop Pinball brick elimination games C/C++ Memory model 2019PHP Interview questions ( Continuously updated )PHPspringboot2 Separation of front and rear platforms ,token Put in header Pit for verification Vue SpringBoot conduct Excel download element-ui Step on pit record 45 The 12-year-old programmer was turned down , Is the workplace wrong ?Python Web frame Pandas Fundamentals of statistical analysis _ data processing (DataFrame Common operations )Java Misunderstanding —— Method overloading is a manifestation of polymorphism ?