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 27 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Jul 2016
Same period 2015 Same period 2014
Python
Rank 17 25 45
Rank change year-on-year
+8 +20
Permanent jobs citing Python 148 84 49
As % of all permanent IT jobs located in Gloucestershire 14.96% 8.94% 5.49%
As % of the Programming Languages category 24.71% 15.00% 8.54%
Number of salaries quoted 109 74 37
Median salary £47,500 £45,000 £37,500
Median salary % change year-on-year
+5.55% +20.00%
90% offered a salary of more than £35,000 £30,000 £25,300
10% offered a salary of more than £60,000 £52,500 £42,590
UK excluding London median salary £47,500 £42,500 £40,000
% change year-on-year
+11.76% +6.25%
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
599 560 574
As % of all permanent IT jobs located in Gloucestershire 60.57% 59.57% 64.35%
Number of salaries quoted 459 461 491
Median salary £45,000 £40,000 £38,000
Median salary % change year-on-year
+12.50% +5.26%
90% offered a salary of more than £31,000 £26,000 £27,500
10% offered a salary of more than £57,500 £46,000 £52,500
UK excluding London median salary £42,000 £40,000 £40,000
% change year-on-year
+5.00% -

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 27 July 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 27 July 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
Cheltenham +1 53 £51,250 +17.14% 4
Gloucester +7 35 £45,000 - 9
Cirencester - 7 £45,000 -
Python
South West

Python
Top 30 Related IT Skills in Gloucestershire

For the 6 months to 27 July 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.

1 165 (59.57%) Java
2 158 (57.04%) Linux
2 158 (57.04%) Agile Software Development
3 141 (50.90%) Security Cleared
4 127 (45.85%) C++
5 115 (41.52%) Software Engineering
6 110 (39.71%) Cybersecurity
7 95 (34.30%) Windows
8 94 (33.94%) Perl
9 93 (33.57%) DV Cleared
10 87 (31.41%) Scrum
11 81 (29.24%) C#
12 80 (28.88%) C
12 80 (28.88%) JavaScript
13 78 (28.16%) Big Data
14 77 (27.80%) Ruby
15 76 (27.44%) Bash Shell
16 65 (23.47%) Continuous Integration
17 62 (22.38%) MongoDB
18 60 (21.66%) Oracle
19 57 (20.58%) Hibernate
20 56 (20.22%) SQL
20 56 (20.22%) XML
20 56 (20.22%) Integration Testing
20 56 (20.22%) Spring
21 52 (18.77%) DevOps
22 51 (18.41%) Hadoop
23 49 (17.69%) Selenium
24 47 (16.97%) MySQL
24 47 (16.97%) Telecoms

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 36 (13.00%) Apache Spark
2 34 (12.27%) Apache Pig
3 24 (8.66%) JBoss
4 23 (8.30%) Tomcat
5 20 (7.22%) Mule
5 20 (7.22%) Mule ESB
6 18 (6.50%) Elasticsearch
7 17 (6.14%) WebLogic
8 16 (5.78%) SAS
9 15 (5.42%) Apache
10 11 (3.97%) IIS
11 7 (2.53%) MS Exchange
11 7 (2.53%) OpenStack
12 6 (2.17%) SharePoint
13 4 (1.44%) Confluence
Applications
1 2 (0.72%) MS Excel
2 1 (0.36%) MS Office
Business Applications
1 23 (8.30%) SAP Oil and Gas
Cloud Services
1 22 (7.94%) Amazon AWS
1 22 (7.94%) SaaS
2 20 (7.22%) Amazon EC2
3 8 (2.89%) Cloud Computing
4 2 (0.72%) Google Analytics
4 2 (0.72%) Microsoft Azure
5 1 (0.36%) OpenShift
5 1 (0.36%) PaaS
Communications & Networking
1 27 (9.75%) Internet
2 23 (8.30%) HTTP
3 22 (7.94%) Firewall
4 17 (6.14%) SSL
5 15 (5.42%) DNS
5 15 (5.42%) TCP/IP
6 11 (3.97%) Intrusion Detection
6 11 (3.97%) SMTP
7 9 (3.25%) HTTPS
8 6 (2.17%) Network Security
8 6 (2.17%) SAN
9 4 (1.44%) DHCP
9 4 (1.44%) LAN
9 4 (1.44%) RS-485
9 4 (1.44%) VPN
10 3 (1.08%) Software-Defined Networking
10 3 (1.08%) Wireshark
11 2 (0.72%) Wireless
12 1 (0.36%) Bluetooth
12 1 (0.36%) WAN
Database & Business Intelligence
1 78 (28.16%) Big Data
2 62 (22.38%) MongoDB
3 51 (18.41%) Hadoop
4 47 (16.97%) MySQL
5 45 (16.25%) NoSQL
6 35 (12.64%) Apache Hive
7 32 (11.55%) SQL Server
8 21 (7.58%) QlikView
9 20 (7.22%) Amazon DynamoDB
10 17 (6.14%) Neo4j
11 16 (5.78%) Amazon Redshift
11 16 (5.78%) Parquet
12 15 (5.42%) Impala
13 12 (4.33%) RDBMS
13 12 (4.33%) Relational Database
14 7 (2.53%) Apache Accumulo
15 2 (0.72%) Apache Cassandra
15 2 (0.72%) HBase
15 2 (0.72%) OrientDB
15 2 (0.72%) Redis
Development Applications
1 49 (17.69%) Selenium
2 38 (13.72%) Git (software)
3 30 (10.83%) JIRA
4 28 (10.11%) Jenkins
5 24 (8.66%) Cucumber
6 22 (7.94%) JUnit
7 20 (7.22%) IntelliJ
8 11 (3.97%) LoadRunner
9 8 (2.89%) Atlassian Bamboo
9 8 (2.89%) RSpec
10 4 (1.44%) Maven
11 3 (1.08%) JMeter
11 3 (1.08%) Rational Functional Tester
11 3 (1.08%) WATIR
12 2 (0.72%) Bitbucket
12 2 (0.72%) Grunt
12 2 (0.72%) Jasmine
12 2 (0.72%) JSUnit
12 2 (0.72%) Karma Test Runner
12 2 (0.72%) webpack
General
1 47 (16.97%) Telecoms
2 26 (9.39%) Manufacturing
3 25 (9.03%) Electronics
4 24 (8.66%) Finance
5 23 (8.30%) Marketing
6 20 (7.22%) Games
6 20 (7.22%) Retail
7 1 (0.36%) Aerospace
7 1 (0.36%) Avionics
Job Titles
1 83 (29.96%) Developer
2 66 (23.83%) Test Engineer
3 60 (21.66%) Analyst
4 38 (13.72%) Software Engineer
5 30 (10.83%) Integration Engineer
5 30 (10.83%) Software Test Engineer
5 30 (10.83%) Test and Integration Engineer
6 28 (10.11%) Software Developer
7 27 (9.75%) Test Analyst
8 25 (9.03%) Java Developer
9 23 (8.30%) Senior Developer
10 21 (7.58%) Data Analyst
10 21 (7.58%) Data Scientist
11 20 (7.22%) Analyst Developer
12 19 (6.86%) Security Analyst
12 19 (6.86%) Senior Java Developer
13 18 (6.50%) Cybersecurity Analyst
14 15 (5.42%) Consultant
15 14 (5.05%) Systems Engineer
16 12 (4.33%) Senior Analyst
Libraries, Frameworks & Software Standards
1 57 (20.58%) Hibernate
2 56 (20.22%) Spring
2 56 (20.22%) XML
3 38 (13.72%) JSON
4 34 (12.27%) Apache Camel
5 33 (11.91%) J2EE
6 30 (10.83%) HTML
7 28 (10.11%) Java EE
8 27 (9.75%) STL
9 24 (8.66%) REST
9 24 (8.66%) SOAP
10 22 (7.94%) LAMP
10 22 (7.94%) Spring MVC
11 21 (7.58%) Web Services
12 20 (7.22%) CSS
12 20 (7.22%) JPA
12 20 (7.22%) Spring Integration
13 19 (6.86%) EJB
13 19 (6.86%) HTML5
14 18 (6.50%) jQuery
Miscellaneous
1 47 (16.97%) Visualisation
2 35 (12.64%) Analytical Skills
3 25 (9.03%) Cybercrime
4 18 (6.50%) Computer Science
5 14 (5.05%) PKI
6 13 (4.69%) Digital Media
6 13 (4.69%) iPhone
7 12 (4.33%) Management Information System
8 11 (3.97%) Mathematics
9 9 (3.25%) Internet of Things
10 8 (2.89%) Mobile App
11 7 (2.53%) Data Centre
12 5 (1.81%) Cyberthreat
13 4 (1.44%) Cyber Attack
13 4 (1.44%) Device Driver
13 4 (1.44%) EqualLogic
14 3 (1.08%) User Experience
15 2 (0.72%) Algorithms
15 2 (0.72%) Data Structures
15 2 (0.72%) iPad
Operating Systems
1 158 (57.04%) Linux
2 95 (34.30%) Windows
3 46 (16.61%) Android
4 40 (14.44%) Unix
5 22 (7.94%) Apple iOS
6 15 (5.42%) CentOS
7 13 (4.69%) Windows Phone
8 11 (3.97%) Solaris
9 10 (3.61%) Windows Server
10 8 (2.89%) Windows Server 2008
10 8 (2.89%) Windows Server 2012
11 4 (1.44%) FreeNAS
12 2 (0.72%) Mac OS X
13 1 (0.36%) Debian
13 1 (0.36%) Embedded Linux
13 1 (0.36%) Oracle Linux
13 1 (0.36%) Red Hat Enterprise Linux
13 1 (0.36%) Ubuntu
Processes & Methodologies
1 158 (57.04%) Agile Software Development
2 115 (41.52%) Software Engineering
3 110 (39.71%) Cybersecurity
4 87 (31.41%) Scrum
5 65 (23.47%) Continuous Integration
6 56 (20.22%) Integration Testing
7 52 (18.77%) DevOps
8 46 (16.61%) Analytics
9 44 (15.88%) Data Analytics
10 39 (14.08%) Business Intelligence
11 37 (13.36%) Defect Tracking
11 37 (13.36%) OO
11 37 (13.36%) TDD
12 36 (13.00%) Automation Testing
13 34 (12.27%) SDLC
14 33 (11.91%) Continuous Improvement
14 33 (11.91%) Programme Management
14 33 (11.91%) Regression Testing
14 33 (11.91%) Test Automation
15 31 (11.19%) BDD
Programming Languages
1 165 (59.57%) Java
2 127 (45.85%) C++
3 94 (33.94%) Perl
4 81 (29.24%) C#
5 80 (28.88%) C
5 80 (28.88%) JavaScript
6 77 (27.80%) Ruby
7 76 (27.44%) Bash Shell
8 56 (20.22%) SQL
9 30 (10.83%) Objective-C
10 28 (10.11%) Scala
11 26 (9.39%) PHP
11 26 (9.39%) VB
12 21 (7.58%) R
13 17 (6.14%) PowerShell
14 8 (2.89%) Embedded C
14 8 (2.89%) Shell Script
15 4 (1.44%) Embedded C++
16 3 (1.08%) Go
17 2 (0.72%) Assembly Language
Qualifications
1 141 (50.90%) Security Cleared
2 93 (33.57%) DV Cleared
3 27 (9.75%) Degree
4 24 (8.66%) SC Cleared
5 21 (7.58%) ISEB
6 15 (5.42%) ISTQB
7 6 (2.17%) CCNA
7 6 (2.17%) Cisco Certification
7 6 (2.17%) CISSP
7 6 (2.17%) CompTIA Security+
7 6 (2.17%) GIAC
7 6 (2.17%) Linux+ Certification
7 6 (2.17%) MCSE
7 6 (2.17%) Microsoft Certification
7 6 (2.17%) Network+ Certification
7 6 (2.17%) PhD
7 6 (2.17%) SANS
7 6 (2.17%) Security+ Certification
7 6 (2.17%) SSCP
8 2 (0.72%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 10 (3.61%) QA
2 1 (0.36%) Data Quality
System Software
1 25 (9.03%) VMware Infrastructure
2 17 (6.14%) Hyper-V
3 8 (2.89%) Active Directory
4 5 (1.81%) Docker
5 3 (1.08%) Firmware
6 2 (0.72%) Apache ZooKeeper
6 2 (0.72%) vSphere
7 1 (0.36%) Dovecot
7 1 (0.36%) Postfix
7 1 (0.36%) VMware ESX
Systems Management
1 17 (6.14%) Puppet
2 6 (2.17%) Opscode Chef
3 4 (1.44%) HP Quality Center
4 2 (0.72%) Hadoop YARN
4 2 (0.72%) Salt
5 1 (0.36%) Ansible
Vendors
1 60 (21.66%) Oracle
2 31 (11.19%) VMware
3 24 (8.66%) Apple
4 23 (8.30%) SAP
5 21 (7.58%) Tableau
6 15 (5.42%) TIBCO
7 14 (5.05%) Cisco
8 13 (4.69%) HP
8 13 (4.69%) Microsoft
9 12 (4.33%) Red Hat
10 10 (3.61%) Atlassian
11 7 (2.53%) Dell
12 4 (1.44%) Palo Alto
13 3 (1.08%) Rally
14 2 (0.72%) Google
14 2 (0.72%) Hortonworks
15 1 (0.36%) Atmel
15 1 (0.36%) EMC
Gloucester, Gloucestershire
Raytheon
Salary: Unspecified Negotiable
Posted: 19 hours ago
Gloucester, Gloucestershire
Raytheon Systems Ltd
Salary: Competitive salary plus bonus and benefits
Posted: 16 hours ago
Gloucester, Gloucestershire
Raytheon Systems Ltd
Salary: Competitive salary plus bonus and benefits
Posted: 16 hours ago
Gloucestershire
Ascent People Ltd
Salary: £70000 - £80000 per annum + Benefits
Posted: Yesterday
Gloucester, Gloucestershire
Executive Recruitment Services (ERS)
Salary: £35000 - £45000 per annum + Pension, Healthcare
Posted: 2 days ago
Gloucester, Gloucestershire
Executive Recruitment Services (ERS)
Salary: £35000 - £45000 per annum + Pension, Healthcare
Posted: 2 days ago
Gloucestershire
People Source Consulting
Salary: £23000 - £42000 per annum
Posted: Yesterday
Cheltenham, Gloucestershire
People Source Consulting
Salary: £45000 - £65000 per annum + Benefits
Posted: 2 days ago
Gloucester, Gloucestershire
Evolution Recruitment Solutions
Salary: 35,000 - 50,000 plus benefits
Posted: 4 days ago
Gloucester, Gloucestershire
ANSON MCCADE
Salary: £45,000 - £60,000
Posted: 4 days ago
Gloucestershire
set2recruit
Salary: From £30,000 to £45,000 per annum
Posted: 4 days ago
Cheltenham
Spectrum IT
Salary: £40000 - £60000 per annum + benefits
Posted: 13 days ago
Cheltenham, Gloucestershire
CSC
Salary: Competitive salary
Posted: 6 days ago
Cheltenham
People Source Consulting
Salary: £60000 - £65000 per annum
Posted: 6 days ago
Gloucestershire
People Source Consulting
Salary: £45000 - £60000 per annum
Posted: 9 days ago
Gloucester, Gloucestershire
Raytheon
Salary: Salary Negotiable + Bonus & Benefits
Posted: 27 days ago
Gloucestershire
Capita Defence & Security Resourcing
Posted: 27 days ago