The table below looks at the statistics for Python skills in IT jobs advertised for the Southampton region. Included is a guide to the salaries offered in IT jobs that have cited Python over the 3 months to 29 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 May 2016
Same period 2015 Same period 2014
Python
Rank 54 43 81
Rank change year-on-year
-11 +38
Permanent jobs citing Python 32 51 6
As % of all permanent IT jobs located in Southampton 4.30% 6.22% 0.65%
As % of the Programming Languages category 6.81% 11.75% 1.29%
Number of salaries quoted 32 40 5
Median salary £43,750 £32,500 £45,000
Median salary % change year-on-year
+34.61% -27.77%
UK excluding London median salary £45,000 £44,000 £40,000
% change year-on-year
+2.27% +10.00%
Python
Hampshire

The following table is for comparison with the above and provides statistics for the entire Programming Languages category in permanent jobs advertised in the Southampton region.

Programming Languages Category
Southampton
Permanent IT job ads with a match in the
Programming Languages category
470 434 464
As % of all permanent IT jobs located in Southampton 63.17% 52.93% 50.38%
Number of salaries quoted 449 363 424
Median salary £39,500 £35,000 £37,500
Median salary % change year-on-year
+12.85% -6.66%
90% offered a salary of more than £30,000 £24,000 £27,500
10% offered a salary of more than £52,500 £52,500 £50,000
UK excluding London median salary £41,421 £40,000 £39,500
% change year-on-year
+3.55% +1.26%

Python
Jobs Demand Trend in Southampton

The demand trend of job ads across the Southampton region citing Python as a proportion of all IT jobs with a match in the Programming Languages category.

Python Jobs Demand Trend in Southampton

Python
Salary Trend in Southampton

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Python across the Southampton region.

Python Salary Trend in Southampton

Python
Salary Histogram in Southampton

This chart provides a salary histogram for IT jobs citing Python across the Southampton region over the 3 months to 29 May 2016.

Python Salary Histogram in Southampton

Python
Top 30 Related IT Skills in Southampton

For the 6 months to 29 May 2016, IT jobs citing Python also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Southampton region with a requirement for Python.

1 51 (59.30%) Java
2 50 (58.14%) Software Engineering
3 42 (48.84%) Linux
4 35 (40.70%) PHP
5 31 (36.05%) JavaScript
5 31 (36.05%) C++
6 27 (31.40%) Web Development
7 26 (30.23%) C
8 25 (29.07%) Big Data
9 24 (27.91%) HTML
9 24 (27.91%) CSS
10 21 (24.42%) Unix
11 20 (23.26%) Perl
11 20 (23.26%) Agile Software Development
12 19 (22.09%) TDD
13 17 (19.77%) Ruby
13 17 (19.77%) SQL
14 15 (17.44%) Git (software)
15 14 (16.28%) Security Cleared
15 14 (16.28%) Information Security
16 12 (13.95%) Computer Science
16 12 (13.95%) jQuery
17 11 (12.79%) Degree
17 11 (12.79%) C#
17 11 (12.79%) XML
18 10 (11.63%) .NET
18 10 (11.63%) Ruby on Rails
18 10 (11.63%) Mathematics
19 9 (10.47%) Mobile Development
19 9 (10.47%) AngularJS

Python
Top Related IT Skills in Southampton by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 8 (9.30%) Node.js
2 3 (3.49%) ArcGIS
3 2 (2.33%) nginx
4 1 (1.16%) Apache Pig
4 1 (1.16%) CMS
4 1 (1.16%) Oracle Spatial
4 1 (1.16%) SAS
Applications
1 3 (3.49%) MS Excel
Cloud Services
1 1 (1.16%) Amazon AWS
1 1 (1.16%) Microsoft Azure
Communications & Networking
1 9 (10.47%) TCP/IP
2 5 (5.81%) Network Security
3 3 (3.49%) Internet
4 2 (2.33%) DHCP
4 2 (2.33%) DNS
4 2 (2.33%) Fibre Channel
4 2 (2.33%) Firewall
4 2 (2.33%) IPsec
4 2 (2.33%) iSCSI
4 2 (2.33%) NAS
4 2 (2.33%) SAN
4 2 (2.33%) SMS
4 2 (2.33%) VPN
Database & Business Intelligence
1 25 (29.07%) Big Data
2 9 (10.47%) NoSQL
2 9 (10.47%) SQL Server
3 8 (9.30%) MySQL
4 5 (5.81%) PostgreSQL
5 3 (3.49%) Data Mining
5 3 (3.49%) Data Warehouse
5 3 (3.49%) OLAP
5 3 (3.49%) OLTP
5 3 (3.49%) Oracle Database
6 1 (1.16%) Apache Accumulo
6 1 (1.16%) Apache Hive
6 1 (1.16%) Hadoop
6 1 (1.16%) IBM InfoSphere
6 1 (1.16%) Power BI
6 1 (1.16%) Relational Database
6 1 (1.16%) SQL Server Analysis Services
6 1 (1.16%) SQL Server Integration Services
6 1 (1.16%) SQL Server Reporting Services
Development Applications
1 15 (17.44%) Git (software)
2 5 (5.81%) Subversion
3 3 (3.49%) Jenkins
3 3 (3.49%) Mercurial
3 3 (3.49%) Robot Framework
3 3 (3.49%) Team Foundation Server
4 1 (1.16%) RubyMine
General
1 3 (3.49%) Electronics
2 1 (1.16%) Pharmaceutical
2 1 (1.16%) Publishing
2 1 (1.16%) Telecoms
Job Titles
1 35 (40.70%) Software Engineer
2 32 (37.21%) Developer
3 20 (23.26%) C++ Software Engineer
4 17 (19.77%) Java Engineer
5 16 (18.60%) Java Software Engineer
5 16 (18.60%) Python Developer
5 16 (18.60%) Python Software Engineer
6 11 (12.79%) PHP Developer
6 11 (12.79%) Software Developer
7 10 (11.63%) C Software Engineer
7 10 (11.63%) C/C++ Software Engineer
8 9 (10.47%) Analyst
8 9 (10.47%) Linux Engineer
9 8 (9.30%) Big Data Engineer
10 7 (8.14%) Data Scientist
10 7 (8.14%) Django Developer
10 7 (8.14%) Linux Developer
10 7 (8.14%) Python Web Developer
10 7 (8.14%) Python/Django Developer
10 7 (8.14%) Web Developer
Libraries, Frameworks & Software Standards
1 24 (27.91%) CSS
1 24 (27.91%) HTML
2 12 (13.95%) jQuery
3 11 (12.79%) XML
4 10 (11.63%) .NET
4 10 (11.63%) Ruby on Rails
5 9 (10.47%) AngularJS
6 8 (9.30%) Django
6 8 (9.30%) LAMP
7 7 (8.14%) SOAP
8 3 (3.49%) JSON
8 3 (3.49%) REST
9 1 (1.16%) D3.js
9 1 (1.16%) Dapper ORM
9 1 (1.16%) Entity Framework
9 1 (1.16%) LINQ
9 1 (1.16%) LINQ to SQL
9 1 (1.16%) MDX
9 1 (1.16%) Spring
9 1 (1.16%) Web Services
Miscellaneous
1 12 (13.95%) Computer Science
2 10 (11.63%) Mathematics
3 8 (9.30%) Cyber Attack
4 7 (8.14%) Physics
5 6 (6.98%) Statistics
6 5 (5.81%) Visualisation
7 4 (4.65%) Analytical Skills
7 4 (4.65%) Internet of Things
8 3 (3.49%) Device Driver
9 2 (2.33%) Algorithms
9 2 (2.33%) Enterprise Software
9 2 (2.33%) Machine to Machine
10 1 (1.16%) Artificial Intelligence
10 1 (1.16%) Driving Licence
10 1 (1.16%) Linked Data
10 1 (1.16%) Remote Sensing
10 1 (1.16%) Semantic Web
10 1 (1.16%) Social Media
10 1 (1.16%) User Experience
Operating Systems
1 42 (48.84%) Linux
2 21 (24.42%) Unix
3 9 (10.47%) Android
3 9 (10.47%) Apple iOS
4 5 (5.81%) Windows
5 2 (2.33%) Windows Server
6 1 (1.16%) Embedded Linux
Processes & Methodologies
1 50 (58.14%) Software Engineering
2 27 (31.40%) Web Development
3 20 (23.26%) Agile Software Development
4 19 (22.09%) TDD
5 14 (16.28%) Information Security
6 9 (10.47%) Android Development
6 9 (10.47%) iOS Development
6 9 (10.47%) Mobile Development
6 9 (10.47%) Reverse Engineering
7 8 (9.30%) OOP
8 7 (8.14%) Cybersecurity
8 7 (8.14%) Data Analysis
9 6 (6.98%) Machine Learning
9 6 (6.98%) Open Source
10 5 (5.81%) Continuous Integration
10 5 (5.81%) Data Munging
10 5 (5.81%) Data Visualisation
10 5 (5.81%) Linear Algebra
10 5 (5.81%) Refactoring
10 5 (5.81%) Scrum
Programming Languages
1 51 (59.30%) Java
2 35 (40.70%) PHP
3 31 (36.05%) C++
3 31 (36.05%) JavaScript
4 26 (30.23%) C
5 20 (23.26%) Perl
6 17 (19.77%) Ruby
6 17 (19.77%) SQL
7 11 (12.79%) C#
8 9 (10.47%) R
9 8 (9.30%) PHP 5
10 5 (5.81%) Assembly Language
11 4 (4.65%) Bash Shell
11 4 (4.65%) MATLAB
12 3 (3.49%) T-SQL
12 3 (3.49%) VB.NET
13 2 (2.33%) PL/SQL
13 2 (2.33%) Shell Script
14 1 (1.16%) Embedded C++
14 1 (1.16%) Scala
Qualifications
1 14 (16.28%) Security Cleared
2 11 (12.79%) Degree
3 5 (5.81%) SC Cleared
4 4 (4.65%) DV Cleared
5 3 (3.49%) PhD
Quality Assurance & Compliance
1 3 (3.49%) QA
System Software
1 3 (3.49%) Firmware
2 2 (2.33%) NFS
3 1 (1.16%) Apache Flume
3 1 (1.16%) HDFS
Systems Management
1 2 (2.33%) Munin
1 2 (2.33%) Puppet
2 1 (1.16%) Hadoop YARN
2 1 (1.16%) Oozie
Vendors
1 6 (6.98%) Oracle
2 3 (3.49%) ESRI
2 3 (3.49%) Microsoft
3 2 (2.33%) Cisco
4 1 (1.16%) Cloudera
4 1 (1.16%) IBM
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