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 25 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Jun 2016
Same period 2015 Same period 2014
Python
Rank 60 39 80
Rank change year-on-year
-21 +41
Permanent jobs citing Python 23 47 8
As % of all permanent IT jobs located in Southampton 3.17% 6.12% 0.90%
As % of the Programming Languages category 5.00% 12.08% 1.79%
Number of salaries quoted 23 36 7
Median salary £42,500 £32,500 £41,500
Median salary % change year-on-year
+30.76% -21.68%
90% offered a salary of more than £31,000 £30,000 £33,000
10% offered a salary of more than £54,500 £47,500 £53,000
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +6.25%
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
460 389 447
As % of all permanent IT jobs located in Southampton 63.45% 50.65% 50.22%
Number of salaries quoted 437 334 404
Median salary £40,000 £37,500 £37,500
Median salary % change year-on-year
+6.66% -
90% offered a salary of more than £30,000 £23,750 £27,500
10% offered a salary of more than £50,000 £55,000 £50,000
UK excluding London median salary £41,000 £40,000 £40,000
% change year-on-year
+2.50% -

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 25 June 2016.

Python Salary Histogram in Southampton

Python
Top 30 Related IT Skills in Southampton

For the 6 months to 25 June 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 42 (56.00%) Java
2 41 (54.67%) Software Engineering
3 39 (52.00%) Linux
4 33 (44.00%) PHP
5 27 (36.00%) C++
6 26 (34.67%) JavaScript
7 23 (30.67%) Web Development
8 22 (29.33%) CSS
9 21 (28.00%) Big Data
10 20 (26.67%) HTML
11 19 (25.33%) Unix
12 18 (24.00%) C
12 18 (24.00%) Perl
12 18 (24.00%) Agile Software Development
13 17 (22.67%) TDD
14 16 (21.33%) Git (software)
15 13 (17.33%) SQL
15 13 (17.33%) Ruby
16 12 (16.00%) jQuery
17 10 (13.33%) XML
17 10 (13.33%) R
18 9 (12.00%) Mathematics
18 9 (12.00%) C#
18 9 (12.00%) .NET
19 8 (10.67%) Ruby on Rails
19 8 (10.67%) LAMP
19 8 (10.67%) MySQL
19 8 (10.67%) SQL Server
19 8 (10.67%) OOP
19 8 (10.67%) TCP/IP

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 3 (4.00%) nginx
2 1 (1.33%) Apache Pig
2 1 (1.33%) ArcGIS
2 1 (1.33%) Oracle Spatial
2 1 (1.33%) SAS
Applications
1 3 (4.00%) MS Excel
Cloud Services
1 1 (1.33%) Amazon AWS
1 1 (1.33%) Microsoft Azure
Communications & Networking
1 8 (10.67%) TCP/IP
2 5 (6.67%) Internet
3 4 (5.33%) Network Security
4 2 (2.67%) DHCP
4 2 (2.67%) DNS
4 2 (2.67%) Fibre Channel
4 2 (2.67%) Firewall
4 2 (2.67%) IPsec
4 2 (2.67%) iSCSI
4 2 (2.67%) NAS
4 2 (2.67%) SAN
4 2 (2.67%) SMS
4 2 (2.67%) VPN
5 1 (1.33%) BGP
5 1 (1.33%) SNA
Database & Business Intelligence
1 21 (28.00%) Big Data
2 8 (10.67%) MySQL
2 8 (10.67%) NoSQL
2 8 (10.67%) SQL Server
3 3 (4.00%) Data Mining
3 3 (4.00%) Data Warehouse
3 3 (4.00%) OLAP
3 3 (4.00%) OLTP
3 3 (4.00%) Oracle Database
3 3 (4.00%) PostgreSQL
4 2 (2.67%) Hadoop
4 2 (2.67%) MongoDB
5 1 (1.33%) Aerospike
5 1 (1.33%) Apache Accumulo
5 1 (1.33%) Apache Cassandra
5 1 (1.33%) Apache Hive
5 1 (1.33%) IBM InfoSphere
5 1 (1.33%) Relational Database
5 1 (1.33%) SQL Server Analysis Services
5 1 (1.33%) SQL Server Integration Services
Development Applications
1 16 (21.33%) Git (software)
2 5 (6.67%) Subversion
3 4 (5.33%) Mercurial
3 4 (5.33%) Robot Framework
4 3 (4.00%) Jenkins
4 3 (4.00%) Team Foundation Server
5 1 (1.33%) RubyMine
General
1 3 (4.00%) Electronics
2 1 (1.33%) Publishing
2 1 (1.33%) Telecoms
Job Titles
1 31 (41.33%) Software Engineer
2 29 (38.67%) Developer
3 17 (22.67%) C++ Software Engineer
4 15 (20.00%) Python Software Engineer
5 14 (18.67%) Python Developer
6 13 (17.33%) Java Engineer
6 13 (17.33%) Java Software Engineer
7 11 (14.67%) PHP Developer
8 10 (13.33%) Software Developer
9 9 (12.00%) C Software Engineer
9 9 (12.00%) C/C++ Software Engineer
10 8 (10.67%) Linux Engineer
11 7 (9.33%) Django Developer
11 7 (9.33%) Linux Developer
11 7 (9.33%) PHP Web Developer
11 7 (9.33%) Python Web Developer
11 7 (9.33%) Python/Django Developer
11 7 (9.33%) Web Developer
12 6 (8.00%) Big Data Engineer
12 6 (8.00%) Data Scientist
Libraries, Frameworks & Software Standards
1 22 (29.33%) CSS
2 20 (26.67%) HTML
3 12 (16.00%) jQuery
4 10 (13.33%) XML
5 9 (12.00%) .NET
6 8 (10.67%) LAMP
6 8 (10.67%) Ruby on Rails
7 7 (9.33%) Django
7 7 (9.33%) SOAP
8 6 (8.00%) AngularJS
8 6 (8.00%) Node.js
9 3 (4.00%) JSON
9 3 (4.00%) REST
10 1 (1.33%) Dapper ORM
10 1 (1.33%) EJB
10 1 (1.33%) Entity Framework
10 1 (1.33%) LINQ
10 1 (1.33%) LINQ to SQL
10 1 (1.33%) MDX
10 1 (1.33%) Web Services
Miscellaneous
1 9 (12.00%) Mathematics
2 6 (8.00%) Computer Science
2 6 (8.00%) Physics
2 6 (8.00%) Statistics
3 5 (6.67%) Visualisation
4 4 (5.33%) Cyber Attack
4 4 (5.33%) Internet of Things
5 3 (4.00%) Device Driver
6 2 (2.67%) Analytical Skills
6 2 (2.67%) Machine to Machine
7 1 (1.33%) Algorithms
7 1 (1.33%) Artificial Intelligence
7 1 (1.33%) Enterprise Software
7 1 (1.33%) Linked Data
7 1 (1.33%) Remote Sensing
7 1 (1.33%) Semantic Web
7 1 (1.33%) Social Media
Operating Systems
1 39 (52.00%) Linux
2 19 (25.33%) Unix
3 8 (10.67%) Android
3 8 (10.67%) Apple iOS
4 6 (8.00%) Windows
5 3 (4.00%) Windows Server
6 2 (2.67%) CentOS
7 1 (1.33%) Debian
7 1 (1.33%) Embedded Linux
7 1 (1.33%) Fedora
7 1 (1.33%) FreeBSD
7 1 (1.33%) Red Hat Enterprise Linux
7 1 (1.33%) Ubuntu
7 1 (1.33%) Windows Server 2008
7 1 (1.33%) Windows Server 2012
Processes & Methodologies
1 41 (54.67%) Software Engineering
2 23 (30.67%) Web Development
3 18 (24.00%) Agile Software Development
4 17 (22.67%) TDD
5 8 (10.67%) Android Development
5 8 (10.67%) iOS Development
5 8 (10.67%) Mobile Development
5 8 (10.67%) OOP
6 7 (9.33%) Open Source
6 7 (9.33%) Scrum
7 6 (8.00%) Information Security
7 6 (8.00%) Machine Learning
8 5 (6.67%) Cybersecurity
8 5 (6.67%) Data Analysis
8 5 (6.67%) Data Munging
8 5 (6.67%) Data Visualisation
8 5 (6.67%) Linear Algebra
8 5 (6.67%) Reverse Engineering
9 4 (5.33%) AOP
9 4 (5.33%) Business Intelligence
Programming Languages
1 42 (56.00%) Java
2 33 (44.00%) PHP
3 27 (36.00%) C++
4 26 (34.67%) JavaScript
5 18 (24.00%) C
5 18 (24.00%) Perl
6 13 (17.33%) Ruby
6 13 (17.33%) SQL
7 10 (13.33%) R
8 9 (12.00%) C#
9 8 (10.67%) PHP 5
10 6 (8.00%) Bash Shell
11 5 (6.67%) MATLAB
12 3 (4.00%) T-SQL
12 3 (4.00%) VB.NET
13 2 (2.67%) Go
13 2 (2.67%) Shell Script
14 1 (1.33%) Data Mining Extensions (DMX)
14 1 (1.33%) PowerShell
14 1 (1.33%) Scala
Qualifications
1 7 (9.33%) Security Cleared
2 5 (6.67%) Degree
3 2 (2.67%) Cisco Certification
3 2 (2.67%) DV Cleared
3 2 (2.67%) PhD
4 1 (1.33%) CCIE
4 1 (1.33%) CCNA
4 1 (1.33%) CCNP
Quality Assurance & Compliance
1 4 (5.33%) QA
System Software
1 4 (5.33%) Firmware
2 2 (2.67%) NFS
3 1 (1.33%) Apache Flume
3 1 (1.33%) HDFS
Systems Management
1 2 (2.67%) Munin
1 2 (2.67%) Puppet
2 1 (1.33%) Failover Clustering
2 1 (1.33%) Hadoop YARN
2 1 (1.33%) Kibana
2 1 (1.33%) logstash
2 1 (1.33%) Oozie
Vendors
1 4 (5.33%) Oracle
2 3 (4.00%) Cisco
2 3 (4.00%) Microsoft
3 1 (1.33%) Cloudera
3 1 (1.33%) ESRI
3 1 (1.33%) IBM
3 1 (1.33%) Red Hat
3 1 (1.33%) VMware
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