The table below looks at the statistics for Python skills in IT jobs advertised for the Gloucestershire region. Included is a guide to the salaries offered in IT jobs that have cited Python over the 3 months to 10 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
10 Dec 2016
Same period 2015 Same period 2014
Python
Rank 19 23 27
Rank change year-on-year
+4 +4
Permanent jobs citing Python 143 90 94
As % of all permanent IT jobs located in Gloucestershire 12.23% 9.24% 8.11%
As % of the Programming Languages category 19.94% 16.19% 13.51%
Number of salaries quoted 105 68 82
Median salary £42,500 £45,000 £47,500
Median salary % change year-on-year
-5.55% -5.26%
90% offered a salary of more than £35,000 £34,400 £32,500
10% offered a salary of more than £55,000 £60,000 £60,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%
Python
South West

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

Programming Languages Category
Gloucestershire
Permanent IT job ads with a match in the
Programming Languages category
717 556 696
As % of all permanent IT jobs located in Gloucestershire 61.33% 57.08% 60.05%
Number of salaries quoted 595 444 601
Median salary £42,500 £40,000 £40,000
Median salary % change year-on-year
+6.25% -
90% offered a salary of more than £35,000 £30,000 £30,000
10% offered a salary of more than £55,000 £52,500 £60,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Python
Jobs Demand Trend in Gloucestershire

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

Python Jobs Demand Trend in Gloucestershire

Python
Salary Trend in Gloucestershire

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

Python Salary Trend in Gloucestershire

Python
Salary Histogram in Gloucestershire

This chart provides a salary histogram for IT jobs citing Python across the Gloucestershire region over the 3 months to 10 December 2016.

Python Salary Histogram in Gloucestershire

Python
Job Locations in Gloucestershire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Python within the Gloucestershire region over the 3 months to 10 December 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Gloucester +10 42 £42,500 +6.25% 11
Cheltenham -9 30 £50,000 -4.76% 7
Tewkesbury -2 2 £39,500 -1.25% 1
Python
South West

Python
Top 30 Related IT Skills in Gloucestershire

For the 6 months to 10 December 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 Gloucestershire region with a requirement for Python.

1 194 (65.32%) Java
2 189 (63.64%) Agile Software Development
3 186 (62.63%) Security Cleared
4 177 (59.60%) C++
5 175 (58.92%) Linux
6 166 (55.89%) Software Engineering
7 145 (48.82%) C
8 136 (45.79%) DV Cleared
9 125 (42.09%) JavaScript
10 111 (37.37%) Perl
11 110 (37.04%) Cybersecurity
12 108 (36.36%) C#
13 92 (30.98%) Hibernate
14 87 (29.29%) Spring
15 86 (28.96%) Scrum
15 86 (28.96%) Big Data
16 76 (25.59%) DevOps
16 76 (25.59%) HTML
17 73 (24.58%) Java EE
17 73 (24.58%) Hadoop
18 72 (24.24%) Bash Shell
18 72 (24.24%) Windows
19 71 (23.91%) Ruby
20 70 (23.57%) MongoDB
21 67 (22.56%) Android
22 64 (21.55%) MySQL
23 63 (21.21%) User Stories
24 59 (19.87%) Objective-C
25 56 (18.86%) Unix
26 53 (17.85%) CSS

Python
Top Related IT Skills in Gloucestershire 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 47 (15.82%) Apache Pig
2 38 (12.79%) Elasticsearch
3 35 (11.78%) WebLogic
4 29 (9.76%) Apache Spark
5 25 (8.42%) JBoss
6 22 (7.41%) Confluence
7 19 (6.40%) Tomcat
8 17 (5.72%) Mule
8 17 (5.72%) Mule ESB
9 6 (2.02%) Apache
10 2 (0.67%) NetWeaver
10 2 (0.67%) OpenStack
11 1 (0.34%) Apache Solr
11 1 (0.34%) SAS
Applications
1 4 (1.35%) GNU Octave
2 1 (0.34%) MS Excel
Business Applications
1 17 (5.72%) SAP Oil and Gas
2 2 (0.67%) Oracle EBS
Cloud Services
1 24 (8.08%) SaaS
2 21 (7.07%) Amazon AWS
3 17 (5.72%) Amazon EC2
4 10 (3.37%) OpenShift
4 10 (3.37%) PaaS
5 3 (1.01%) Microsoft Azure
6 1 (0.34%) Cloud Computing
6 1 (0.34%) GitHub
6 1 (0.34%) Mailgun
Communications & Networking
1 24 (8.08%) HTTP
1 24 (8.08%) SSL
1 24 (8.08%) TCP/IP
2 23 (7.74%) Internet
3 17 (5.72%) Firewall
4 14 (4.71%) HTTPS
5 12 (4.04%) Network Security
5 12 (4.04%) Wireless
6 10 (3.37%) Modbus
6 10 (3.37%) RS-485
7 4 (1.35%) Software-Defined Radio
7 4 (1.35%) Wireshark
8 2 (0.67%) SMTP
9 1 (0.34%) DNS
9 1 (0.34%) GSM
9 1 (0.34%) IMAP
9 1 (0.34%) Intrusion Detection
9 1 (0.34%) LAN
9 1 (0.34%) POP3
9 1 (0.34%) WAN
Database & Business Intelligence
1 86 (28.96%) Big Data
2 73 (24.58%) Hadoop
3 70 (23.57%) MongoDB
4 64 (21.55%) MySQL
5 48 (16.16%) Apache Hive
6 29 (9.76%) Relational Database
7 28 (9.43%) RDBMS
8 26 (8.75%) NoSQL
9 17 (5.72%) Amazon DynamoDB
10 15 (5.05%) SQL Server
11 13 (4.38%) Apache Accumulo
12 6 (2.02%) Apache Cassandra
13 4 (1.35%) Neo4j
13 4 (1.35%) OrientDB
13 4 (1.35%) Redis
14 3 (1.01%) HBase
15 2 (0.67%) GIS
15 2 (0.67%) MariaDB
15 2 (0.67%) PostgreSQL
15 2 (0.67%) SAP BW
Development Applications
1 52 (17.51%) JIRA
2 42 (14.14%) Selenium
3 38 (12.79%) Git (software)
4 20 (6.73%) Cucumber
4 20 (6.73%) Jenkins
5 19 (6.40%) JUnit
6 17 (5.72%) IntelliJ
7 15 (5.05%) Atlassian Bamboo
8 10 (3.37%) Bitbucket
9 8 (2.69%) CodeSonar
9 8 (2.69%) git-flow
9 8 (2.69%) Robot Framework
10 6 (2.02%) JMeter
11 3 (1.01%) LoadRunner
11 3 (1.01%) WATIR
12 2 (0.67%) HP UFT
12 2 (0.67%) Hudson
12 2 (0.67%) SoapUI
12 2 (0.67%) TestDirector
12 2 (0.67%) WinRunner
General
1 40 (13.47%) Games
2 29 (9.76%) Telecoms
3 27 (9.09%) Marketing
4 25 (8.42%) Manufacturing
5 19 (6.40%) Finance
6 17 (5.72%) Electronics
6 17 (5.72%) Retail
7 4 (1.35%) Aerospace
8 2 (0.67%) Banking
9 1 (0.34%) Advertising
Job Titles
1 91 (30.64%) Software Engineer
2 73 (24.58%) Test Engineer
3 54 (18.18%) Developer
4 37 (12.46%) Systems Engineer
5 36 (12.12%) Software Test Engineer
6 27 (9.09%) Java Developer
6 27 (9.09%) Java Engineer
7 24 (8.08%) Consultant
8 23 (7.74%) Integration Engineer
8 23 (7.74%) Test and Integration Engineer
9 22 (7.41%) Analyst
10 21 (7.07%) Java Software Engineer
10 21 (7.07%) Software Developer
11 20 (6.73%) Software Consultant
12 18 (6.06%) Linux Engineer
12 18 (6.06%) Linux Systems Engineer
13 16 (5.39%) Test Analyst
14 14 (4.71%) Lead Software Engineer
14 14 (4.71%) Python Software Engineer
14 14 (4.71%) Software Integration Engineer
Libraries, Frameworks & Software Standards
1 92 (30.98%) Hibernate
2 87 (29.29%) Spring
3 76 (25.59%) HTML
4 73 (24.58%) Java EE
5 53 (17.85%) CSS
6 52 (17.51%) J2EE
7 49 (16.50%) XML
8 46 (15.49%) Apache Camel
8 46 (15.49%) Node.js
9 43 (14.48%) EJB
9 43 (14.48%) STL
10 41 (13.80%) jQuery
11 37 (12.46%) AngularJS
11 37 (12.46%) LAMP
12 32 (10.77%) CSS3
12 32 (10.77%) HTML5
13 30 (10.10%) Web Services
14 27 (9.09%) SOAP
15 26 (8.75%) Middleware
15 26 (8.75%) REST
Miscellaneous
1 45 (15.15%) Visualisation
2 29 (9.76%) PKI
3 22 (7.41%) Analytical Skills
4 19 (6.40%) Device Driver
5 16 (5.39%) Computer Science
5 16 (5.39%) iPhone
6 12 (4.04%) Internet of Things
7 9 (3.03%) Management Information System
8 7 (2.36%) Cyberthreat
8 7 (2.36%) Mathematics
9 4 (1.35%) Cybercrime
9 4 (1.35%) Embedded Systems
10 3 (1.01%) Cyber Attack
10 3 (1.01%) Wiki
11 2 (0.67%) Mobile App
11 2 (0.67%) Remote Sensing
11 2 (0.67%) User Experience
12 1 (0.34%) CESG
12 1 (0.34%) Client/Server
12 1 (0.34%) SCADA
Operating Systems
1 175 (58.92%) Linux
2 72 (24.24%) Windows
3 67 (22.56%) Android
4 56 (18.86%) Unix
5 38 (12.79%) Apple iOS
6 16 (5.39%) Mac OS X
6 16 (5.39%) Windows Phone
7 13 (4.38%) CentOS
8 10 (3.37%) Red Hat Enterprise Linux
8 10 (3.37%) Windows Server
9 2 (0.67%) Ubuntu
10 1 (0.34%) Debian
10 1 (0.34%) FreeBSD
10 1 (0.34%) Oracle Linux
10 1 (0.34%) Solaris
Processes & Methodologies
1 189 (63.64%) Agile Software Development
2 166 (55.89%) Software Engineering
3 110 (37.04%) Cybersecurity
4 86 (28.96%) Scrum
5 76 (25.59%) DevOps
6 63 (21.21%) User Stories
7 46 (15.49%) Reverse Engineering
8 45 (15.15%) Continuous Integration
8 45 (15.15%) TDD
9 43 (14.48%) Analytics
9 43 (14.48%) Data Analytics
9 43 (14.48%) Multithreading
10 42 (14.14%) Mentoring
10 42 (14.14%) Test Scripting
10 42 (14.14%) Time Management
11 40 (13.47%) Coaching
12 38 (12.79%) SDLC
13 37 (12.46%) Configuration Management
14 36 (12.12%) Mobile Development
15 34 (11.45%) OO
Programming Languages
1 194 (65.32%) Java
2 177 (59.60%) C++
3 145 (48.82%) C
4 125 (42.09%) JavaScript
5 111 (37.37%) Perl
6 108 (36.36%) C#
7 72 (24.24%) Bash Shell
8 71 (23.91%) Ruby
9 59 (19.87%) Objective-C
10 42 (14.14%) PHP
10 42 (14.14%) SQL
11 32 (10.77%) PowerShell
12 24 (8.08%) VB
13 19 (6.40%) Embedded C
14 10 (3.37%) Embedded C++
15 8 (2.69%) Scala
16 6 (2.02%) T-SQL
17 4 (1.35%) MATLAB
18 3 (1.01%) Korn
18 3 (1.01%) PL/SQL
Qualifications
1 186 (62.63%) Security Cleared
2 136 (45.79%) DV Cleared
3 51 (17.17%) Degree
4 45 (15.15%) SC Cleared
5 20 (6.73%) CCNA
5 20 (6.73%) Cisco Certification
5 20 (6.73%) CISSP
5 20 (6.73%) CompTIA Security+
5 20 (6.73%) GIAC
5 20 (6.73%) Linux+ Certification
5 20 (6.73%) MCSE
5 20 (6.73%) Microsoft Certification
5 20 (6.73%) Network+ Certification
5 20 (6.73%) SANS
5 20 (6.73%) Security+ Certification
5 20 (6.73%) SSCP
6 15 (5.05%) ISTQB
7 14 (4.71%) ISEB
8 6 (2.02%) PhD
9 2 (0.67%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 5 (1.68%) MISRA
1 5 (1.68%) MISRA C
2 3 (1.01%) QA
3 1 (0.34%) Data Quality
System Software
1 50 (16.84%) VMware Infrastructure
2 40 (13.47%) Hyper-V
3 34 (11.45%) Docker
4 10 (3.37%) Dovecot
4 10 (3.37%) Postfix
5 8 (2.69%) vSphere
6 4 (1.35%) Firmware
7 2 (0.67%) Apache ZooKeeper
8 1 (0.34%) VirtualBox
Systems Management
1 34 (11.45%) Puppet
2 9 (3.03%) Salt
3 7 (2.36%) HP Quality Center
4 5 (1.68%) Opscode Chef
5 2 (0.67%) Ansible
5 2 (0.67%) Hadoop YARN
6 1 (0.34%) Capistrano
Vendors
1 51 (17.17%) VMware
2 47 (15.82%) Oracle
3 29 (9.76%) Atlassian
4 24 (8.08%) HP
5 22 (7.41%) Red Hat
6 19 (6.40%) SAP
7 17 (5.72%) Apple
7 17 (5.72%) Microsoft
8 14 (4.71%) Cisco
9 3 (1.01%) CA Agile Central
10 2 (0.67%) ESRI
10 2 (0.67%) Hortonworks
11 1 (0.34%) Rackspace
11 1 (0.34%) Tableau
11 1 (0.34%) TIBCO
11 1 (0.34%) Zend
Gloucester, Gloucestershire
ANSON MCCADE
Salary: £30,000 - £60,000 (With Exceptional Package)
Posted: Yesterday
Cirencester, Gloucestershire
Deerfoot IT Resources Ltd
Salary: £35000 - £45000 per annum + benefits
Posted: 3 days ago
Gloucestershire
Datasource Computer Employment
Posted: Yesterday
Cheltenham, Gloucestershire
Colston Consulting
Salary: £20000 - £27000 per annum
Posted: 2 days ago
Stroud, Gloucestershire
Redrock Consulting Ltd
Salary: £35000 - £43000 per annum + Excellent Benefits
Posted: 4 days ago
Gloucester, Gloucestershire
Executive Recruitment Services (ERS)
Salary: £35000 - £45000 per annum + Pension, Healthcare
Posted: 2 days ago
Gloucester, Gloucestershire
Colston Consulting
Salary: £25000 - £40000 per annum
Posted: 4 days ago
Tewkesbury, Gloucestershire
Evolution Recruitment Solutions
Salary: 30,000 - 35,000 plus benefits
Posted: 3 days ago
Gloucestershire
Informatiq Consulting
Salary: £40000 - £45000 per annum + Benefits
Posted: 4 days ago
Gloucester, Gloucestershire
ANSON MCCADE
Salary: £40,000 - £50,000 (Plus Excellent Package!!)
Posted: 2 days ago
Gloucester, Gloucestershire
Sanderson
Salary: £40000 - £60000 per annum
Posted: 5 days ago
Gloucester, Gloucestershire
Evolution Recruitment Solutions
Salary: 25,000 - 45,000
Posted: 5 days ago
Cheltenham, Gloucestershire
Evolution Recruitment Solutions
Salary: 30,000 - 45,000 plus benefits
Posted: 5 days ago
Cheltenham, Gloucestershire
Novate IT Ltd
Salary: £40000.00 - £45000.00 per annum + benefits
Posted: 4 days ago
Gloucester, Gloucestershire
Evolution Recruitment Solutions
Salary: 40,000 - 55,000 plus benefits
Posted: 5 days ago
Gloucester, Gloucestershire
Informatiq Consulting
Posted: 5 days ago
Cheltenham, Gloucestershire
People Source Consulting
Salary: £60000 per annum
Posted: 4 days ago
Gloucestershire
Sanderson
Salary: £40000 - £60000 per annum
Posted: 5 days ago
Gloucester, Gloucestershire
Raytheon Systems Ltd
Salary: Flexible + bonus and benefits
Posted: 8 days ago
Gloucester, Gloucestershire
Sanderson
Salary: £40000 - £60000 per annum
Posted: 19 days ago
Gloucester, Gloucestershire
Raytheon Systems Ltd
Salary: Competitive salary plus bonus and benefits
Posted: 19 days ago
Cheltenham, Gloucestershire
set2recruit
Salary: From £40,000 to £70,000 per annum
Posted: 3 days ago
Cheltenham
Computer Futures
Salary: £40000 - £50000 per annum + competitive benefits
Posted: 23 days ago