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In November 2020, the average wage of programmers is 14327 yuan

2020-11-13 12:37:42 There are several evidences

2020 year 11 In June, the whole country recruited programmers 340579 people .2020 year 11 The average monthly salary of programmers in China 14327 element , median wages 12500 element , among 96% Of the people whose wages are between 3000 Yuan to 85000 element .

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The salary seems to be down again , It made me shiver .《 Game of thrones 》 The words inside reverberated in my ears :winter is coming.

City

Beijing , Shanghai , Hangzhou , Shenzhen , Still the top four cities with the highest wages .

Nanjing's salary has climbed one , More than Guangzhou . It's really urgent for Guangzhou ...

ranking city Average wage minimum wage Median Maximum wage Number of recruiters percentage
1 Beijing 17716 5250 16000 47500 26127 8.47%
2 Shenzhen 17041 5250 15000 45000 49849 16.16%
3 Shanghai 17000 5250 16000 45000 56069 18.18%
4 Hangzhou 15707 5250 14000 45000 17234 5.59%
5 nanjing 13881 5250 12500 30000 17316 5.61%
6 Guangzhou 13819 5000 12500 35000 33709 10.93%
7 dongguan 13296 5000 12500 35000 3950 1.28%
8 Suzhou 13133 5250 12500 30000 9997 3.24%
9 Chengdu 12563 3750 12000 32500 16545 5.36%
10 Xiamen 12535 5000 12150 26500 1946 0.63%
11 Hefei 12441 5000 11500 30000 5529 1.79%
12 wuhan 12210 4750 11500 30000 18298 5.93%
13 Changsha 11946 5000 11500 30000 6665 2.16%
14 dalian 11912 4250 10500 31000 5715 1.85%
15 ningbo 11846 5000 11000 27781 3425 1.11%
16 Xi'an 11811 5000 11500 30000 9332 3.03%
17 fuzhou 11374 4884 10500 30000 3315 1.07%
18 tianjin 11307 5000 10500 30000 2087 0.68%
19 Chongqing 10891 3640 10000 27500 4837 1.57%
20 jinan 10272 5194 9500 25000 2988 0.97%
21 Qingdao 10100 4875 9000 27250 3525 1.14%
22 zhengzhou 9887 4000 9000 26500 3270 1.06%
23 changchun 9470 3750 9000 26690 762 0.25%
24 kunming 8858 3779 8500 21344 2470 0.80%
25 shenyang 8468 4250 7500 23018 2431 0.79%
26 Harbin 7352 3750 6500 29019 1021 0.33%

function

function Median minimum wage Maximum wage
Software engineer 12500.0 5250.00 31666.00
Android Development Engineer 12500.0 6000.00 31250.00
Web The front-end development 12500.0 5000.00 27500.00
natural language processing (NLP) 22500.0 5250.00 60000.00
Systems Analyst 11000.0 3688.00 30075.00
Embedded software development 12500.0 5500.00 30000.00
MES 12000.0 6000.00 25000.00
System architect 17500.0 5250.00 48500.00
Architects 25000.0 8610.00 60000.00
Drive Engineer 17500.0 9000.00 35000.00
Algorithm engineer 18750.0 6500.00 45000.00
Game Development Engineer 15000.0 4639.78 41650.00
Unity3D 12500.0 5250.00 35000.00
Technical director 14583.0 5250.00 60000.00
Mobile Development Engineer 12500.0 4494.00 37500.00
Artificial intelligence 17500.0 5250.00 75000.00
Data Analyst 9000.0 3750.00 27500.00
Image Algorithm Engineer 17500.0 7000.00 45000.00
Big data Development Engineer 12500.0 5000.00 45000.00
big data 15000.0 5525.00 37500.00
Compiler development engineer 25000.0 9220.00 49032.96
Deep learning Engineer 20500.0 5250.00 54499.60
robot 14000.0 5250.00 34520.00
Website architect 7500.0 3750.00 27500.00
ETL 12500.0 7000.00 24200.00
Visual Software Engineer 14000.0 7000.00 28150.00
GIS 12500.0 5335.00 22500.00
Image Processing Engineer 15000.0 4870.00 38150.00
iOS Development Engineer 13000.0 6000.00 32500.00
Machine Vision Engineer 12500.0 5250.00 29132.68
HTML5 Development Engineer 12500.0 3750.00 27500.00
Hadoop The engineer 14500.0 6450.00 39583.00
Crawler Development Engineer 12500.0 5250.00 30000.00
Cocos2d-x Development Engineer 16000.0 5250.00 30000.00
Recommend Algorithm Engineers 30000.0 9000.00 58249.80
BI The engineer 12500.0 5000.00 29716.44
CAE 15000.0 7440.00 24016.16
DSP 15000.0 6270.00 43199.64
Distributed 19500.0 5320.00 44700.00
Applet development engineer 10500.0 3750.00 30000.00
signal processing 13750.0 9000.00 29716.44
Blockchain development 20000.0 5850.00 40000.00
ETL Development Engineer 12500.0 5250.00 27500.00
machine learning 17500.0 3750.00 60000.00
Unity3d Development Engineer 15000.0 6000.00 41050.00
chip 21500.0 8480.00 62500.00
Game server development engineer 18000.0 5250.00 42200.00
Data acquisition Engineer 7000.0 3750.00 22750.00
remote sensing 12750.0 5160.00 18550.00
Anti cheating Algorithm Engineer 38750.0 35150.00 45483.02
Game client development engineer 16000.0 5250.00 41640.00
Search Algorithm Engineer 27000.0 12500.00 55350.00
Data scientist 27500.0 15450.00 82449.94
Biological information 12250.0 6630.00 19966.42
CTO 30000.0 10160.00 85000.00
Data Warehouse Engineer 12500.0 4640.00 37500.00
Data modeling engineer 12500.0 5000.00 43750.00
Data analysis manager in charge 12500.0 4310.00 37500.00
Speech Recognition Engineer 12250.0 3630.00 32500.00
Image Recognition Engineer 13000.0 3425.00 30780.00
Data governance Engineer 12500.0 5100.00 31500.00
The front-end development 11500.0 3750.00 30000.00
data 7000.0 3000.00 39660.00
ADAS 17500.0 10050.00 29749.80
SLAM 27500.0 12900.00 30000.00
Agile coach 26250.0 25050.00 27450.00

Agile coach , It's the most profitable . The worst agile coach , His income is also much higher than the median of others . what python,java, All is bullshit .

programing language

Percentage of demand :

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rank pl_ Average wage median wages minimum wage (2.5%) Maximum wage (97.5%) Number of recruiters percentage
1 scala 18899 17500 6225 45000 3229 0.7%
2 rust 18868 17500 5250 49778 485 0.1%
3 haskell 18812 17500 15000 33000 8 0.0%
4 matlab 18066 17500 4709 45000 6435 1.4%
5 lua 17548 16500 5250 45000 3595 0.8%
6 julia 17148 13333 11500 25000 18 0.0%
7 python 17005 15000 5250 45000 36305 7.6%
8 perl 16948 15000 6086 51229 2346 0.5%
9 go 16792 15000 5250 45000 30307 6.4%
10 swift 16513 15000 6000 37500 2785 0.6%
11 r 16489 15000 4500 45789 4353 0.9%
12 ruby 16055 14571 5250 47648 1268 0.3%
13 kotlin 15940 15000 6038 30000 1653 0.3%
14 cpp 15111 13500 5250 41666 122641 25.8%
15 objective_c 14498 12500 7500 45000 145 0.0%
16 java 14329 12500 5250 40000 132086 27.8%
17 typescript 14147 12500 5556 32500 3758 0.8%
18 php 13271 12500 5250 40000 13748 2.9%
19 visual_basic 12931 12357 5250 22500 40 0.0%
20 c_sharp 12715 12500 5250 32500 40503 8.5%
21 javascript 12525 12500 5250 30000 67959 14.3%
22 delphi 11915 10500 5250 22702 960 0.2%
23 vba 11735 11000 4452 33333 771 0.2%

although java Market share of the first , However, the highest wage is scala.python Bragging all day , That is the first. 7. The language of real money making , It's not taught in the training class . Training class mass production , It's not going to make money .

Abnormal data

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When checking for abnormal data , Found this , scared me . Delete it quickly . after , Large scale removal of similar data , The average salary of this month is relatively low . however , The median wage has always been 12500 No change .

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