Period
to 22 January 2019

The following table provides summary statistics for permanent job vacancies advertised in Cheltenham with a requirement for Python skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Python over the 6 months to 22 January 2019 with a comparison to the same period in the previous 2 years.

Python
Gloucestershire > Cheltenham
6 months to
22 Jan 2019
Same period 2018 Same period 2017
Rank 4 38 25
Rank change year-on-year +34 -13 -6
Permanent jobs citing Python 99 39 79
As % of all permanent IT jobs advertised in Cheltenham 18.40% 7.72% 10.90%
As % of the Programming Languages category 31.33% 11.93% 17.59%
Number of salaries quoted 74 33 56
Cheltenham median annual salary £55,000 £47,500 £50,000
Median salary % change year-on-year +15.79% -5.00% -4.76%
10th Percentile £37,500 £33,000 £33,750
90th Percentile £65,000 £57,500 £63,750
Gloucestershire median annual salary £50,000 £45,000 £42,500
% change year-on-year +11.11% +5.88% -5.56%

Python is in the Programming Languages category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Cheltenham with a requirement for coding skills.

All Programming Languages
Cheltenham
Permanent vacancies with a requirement for coding skills 316 327 449
As % of all permanent IT jobs advertised in Cheltenham 58.74% 64.75% 61.93%
Number of salaries quoted 247 292 382
Cheltenham median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +5.88%
10th Percentile £31,150 £27,500 £31,025
90th Percentile £65,000 £60,000 £62,500
Gloucestershire median annual salary £47,500 £45,000 £42,500
% change year-on-year +5.56% +5.88% +5.59%

Python
Job Vacancy Trend in Cheltenham

Job postings citing Python as a percentage of all IT jobs advertised in Cheltenham.

Job vacancy trend for Python in Cheltenham

Python
Salary Trend in Cheltenham

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

Salary trend for Python in Cheltenham

Python
Salary Histogram in Cheltenham

The salary distribution of IT jobs citing Python in Cheltenham over the 6 months to 22 January 2019.

Salary histogram for Python in Cheltenham

For the 6 months to 22 January 2019, IT jobs citing Python also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Cheltenham region with a requirement for Python.

1 76 (76.77%) Java
2 49 (49.49%) C++
3 42 (42.42%) Agile Software Development
3 42 (42.42%) Spring
4 39 (39.39%) Software Engineering
4 39 (39.39%) DevOps
5 34 (34.34%) Linux
6 32 (32.32%) Big Data
6 32 (32.32%) SDLC
7 31 (31.31%) Kafka
8 30 (30.30%) Elasticsearch
9 28 (28.28%) Scrum
10 27 (27.27%) Apache
10 27 (27.27%) Apache Cassandra
11 26 (26.26%) Apache Spark
12 25 (25.25%) Node.js
12 25 (25.25%) Security Cleared
13 24 (24.24%) DV Cleared
13 24 (24.24%) JIRA
13 24 (24.24%) C#
14 23 (23.23%) Java EE
14 23 (23.23%) Red Hat Enterprise Linux
14 23 (23.23%) Jenkins
15 22 (22.22%) MongoDB
15 22 (22.22%) Atlassian Bamboo
15 22 (22.22%) CentOS
15 22 (22.22%) Red Hat
16 21 (21.21%) RESTful
16 21 (21.21%) EasyMock
16 21 (21.21%) Bitbucket

Python
Co-occurring IT Skills in Cheltenham 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 30 (30.30%) Elasticsearch
2 27 (27.27%) Apache
3 26 (26.26%) Apache Spark
4 20 (20.20%) Confluence
5 5 (5.05%) MS Exchange
6 3 (3.03%) JBoss
6 3 (3.03%) SAS
7 2 (2.02%) WebLogic
8 1 (1.01%) ArcGIS
Cloud Services
1 6 (6.06%) Amazon AWS
2 1 (1.01%) Amazon EC2
2 1 (1.01%) Amazon EMR
Communications & Networking
1 6 (6.06%) TCP/IP
2 5 (5.05%) AMQP
Database & Business Intelligence
1 32 (32.32%) Big Data
2 27 (27.27%) Apache Cassandra
3 22 (22.22%) MongoDB
4 18 (18.18%) Hadoop
5 12 (12.12%) Apache Hive
6 9 (9.09%) Neo4j
7 7 (7.07%) MySQL
8 4 (4.04%) Data Lake
8 4 (4.04%) SQL Server
9 1 (1.01%) GIS
9 1 (1.01%) MariaDB
9 1 (1.01%) Spatial Data
Development Applications
1 24 (24.24%) JIRA
2 23 (23.23%) Jenkins
3 22 (22.22%) Atlassian Bamboo
4 21 (21.21%) Bitbucket
4 21 (21.21%) EasyMock
5 18 (18.18%) JUnit
6 13 (13.13%) Git (software)
7 9 (9.09%) Mercurial
7 9 (9.09%) Selenium
8 4 (4.04%) Cucumber
9 3 (3.03%) CodeSonar
9 3 (3.03%) Eclipse
9 3 (3.03%) git-flow
9 3 (3.03%) Robot Framework
10 1 (1.01%) IDA Disassembler
10 1 (1.01%) JMeter
10 1 (1.01%) Rational DOORS
10 1 (1.01%) WATIR
General
1 15 (15.15%) Electronics
1 15 (15.15%) Finance
1 15 (15.15%) Manufacturing
1 15 (15.15%) Marketing
1 15 (15.15%) Telecoms
2 13 (13.13%) Retail
3 1 (1.01%) Aerospace
3 1 (1.01%) Games
Job Titles
1 41 (41.41%) Developer
2 35 (35.35%) Software Engineer
3 26 (26.26%) Java Developer
4 24 (24.24%) Java Engineer
4 24 (24.24%) Java Software Engineer
4 24 (24.24%) Software Developer
5 21 (21.21%) Developer/Software Engineer
6 17 (17.17%) Senior Developer
7 16 (16.16%) DevOps Engineer
8 15 (15.15%) Full Stack Developer
9 12 (12.12%) Senior Full Stack Developer
9 12 (12.12%) Senior Java Developer
10 11 (11.11%) Data Scientist
10 11 (11.11%) Java Software Developer
11 8 (8.08%) Data Engineer
12 7 (7.07%) JavaScript Developer
12 7 (7.07%) Senior JavaScript Developer
13 6 (6.06%) Consultant
14 5 (5.05%) Graduate
14 5 (5.05%) Technical Consultant
Libraries, Frameworks & Software Standards
1 42 (42.42%) Spring
2 31 (31.31%) Kafka
3 25 (25.25%) Node.js
4 23 (23.23%) Java EE
5 21 (21.21%) RESTful
6 20 (20.20%) EJB
7 18 (18.18%) HTML
7 18 (18.18%) JSF
7 18 (18.18%) Spring MVC
8 16 (16.16%) AngularJS
8 16 (16.16%) Backbone.js
8 16 (16.16%) CSS
8 16 (16.16%) CSS3
8 16 (16.16%) D3.js
8 16 (16.16%) HTML5
8 16 (16.16%) React
9 14 (14.14%) Apache NiFi
10 9 (9.09%) Hibernate
10 9 (9.09%) JSON
10 9 (9.09%) scikit-learn
Miscellaneous
1 19 (19.19%) Wiki
2 12 (12.12%) Algorithms
3 8 (8.08%) Cybercrime
4 7 (7.07%) Cyber Defence
5 3 (3.03%) Analytical Skills
5 3 (3.03%) Cyberthreat
6 2 (2.02%) iPhone
6 2 (2.02%) Self-Motivation
7 1 (1.01%) Data Structures
7 1 (1.01%) Driving Licence
7 1 (1.01%) Embedded Systems
Operating Systems
1 34 (34.34%) Linux
2 23 (23.23%) Red Hat Enterprise Linux
3 22 (22.22%) CentOS
4 11 (11.11%) Unix
5 9 (9.09%) Windows
6 5 (5.05%) Android
6 5 (5.05%) Ubuntu
7 4 (4.04%) Fedora
8 3 (3.03%) Apple iOS
8 3 (3.03%) Mac OS X
9 2 (2.02%) Windows Phone
10 1 (1.01%) Debian
Processes & Methodologies
1 42 (42.42%) Agile Software Development
2 39 (39.39%) DevOps
2 39 (39.39%) Software Engineering
3 32 (32.32%) SDLC
4 28 (28.28%) Scrum
5 20 (20.20%) Data Science
6 19 (19.19%) Machine Learning
7 18 (18.18%) MVC
7 18 (18.18%) Open Source
8 16 (16.16%) Analytics
9 15 (15.15%) Business Intelligence
9 15 (15.15%) Cybersecurity
9 15 (15.15%) Digital Marketing
9 15 (15.15%) Programme Management
10 14 (14.14%) OO
10 14 (14.14%) OOD
10 14 (14.14%) Requirements Analysis
11 11 (11.11%) Data Analysis
11 11 (11.11%) TDD
11 11 (11.11%) Test Automation
Programming Languages
1 76 (76.77%) Java
2 49 (49.49%) C++
3 24 (24.24%) C#
4 18 (18.18%) JavaScript
5 17 (17.17%) C
6 12 (12.12%) Scala
6 12 (12.12%) SQL
7 9 (9.09%) Cypher
7 9 (9.09%) Shell Script
8 8 (8.08%) R
9 7 (7.07%) Bash Shell
10 5 (5.05%) Objective-C
10 5 (5.05%) PowerShell
11 4 (4.04%) Clojure
12 2 (2.02%) Perl
13 1 (1.01%) Assembly Language
13 1 (1.01%) PHP
13 1 (1.01%) Ruby
Qualifications
1 25 (25.25%) Security Cleared
2 24 (24.24%) DV Cleared
3 9 (9.09%) SC Cleared
4 7 (7.07%) Degree
5 3 (3.03%) PhD
6 1 (1.01%) Computer Science Degree
6 1 (1.01%) ISTQB
6 1 (1.01%) ISTQB Foundation Certification
6 1 (1.01%) Master's Degree
Quality Assurance & Compliance
1 9 (9.09%) Data Quality
2 2 (2.02%) QA
3 1 (1.01%) DO-178B
System Software
1 7 (7.07%) Docker
2 4 (4.04%) VirtualBox
2 4 (4.04%) VMware ESXi
2 4 (4.04%) VMware Infrastructure
2 4 (4.04%) Xen
3 3 (3.03%) vSphere
4 1 (1.01%) Hyper-V
Systems Management
1 9 (9.09%) Puppet
2 6 (6.06%) Nagios
3 5 (5.05%) Ansible
3 5 (5.05%) ZABBIX
4 4 (4.04%) Docker Swarm
4 4 (4.04%) Kubernetes
4 4 (4.04%) OpenNMS
4 4 (4.04%) vCenter Server
5 3 (3.03%) Salt
6 1 (1.01%) Icinga
6 1 (1.01%) Opscode Chef
Vendors
1 22 (22.22%) Red Hat
2 15 (15.15%) SAP
3 12 (12.12%) Microsoft
4 5 (5.05%) SolarWinds
4 5 (5.05%) VMware
5 4 (4.04%) Cloudera
5 4 (4.04%) Hortonworks
6 3 (3.03%) Oracle
7 1 (1.01%) BT
7 1 (1.01%) CA Agile Central
7 1 (1.01%) Dell
7 1 (1.01%) EMC
7 1 (1.01%) ESRI
7 1 (1.01%) New Relic
7 1 (1.01%) Rackspace