Period
to 21 January 2020

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 21 January 2020 with a comparison to the same period in the previous 2 years.

Python
Gloucestershire > Cheltenham
6 months to
21 Jan 2020
Same period 2019 Same period 2018
Rank 6 4 37
Rank change year-on-year -2 +33 -12
Permanent jobs citing Python 140 97 38
As % of all permanent IT jobs advertised in Cheltenham 22.19% 18.20% 7.55%
As % of the Programming Languages category 37.04% 30.99% 11.69%
Number of salaries quoted 73 73 32
Cheltenham median annual salary £50,000 £55,000 £46,250
Median salary % change year-on-year -9.09% +18.92% -7.50%
10th Percentile £34,500 £37,500 £32,750
90th Percentile £62,500 £65,000 £57,500
Gloucestershire median annual salary £50,000 £50,000 £45,000
% change year-on-year - +11.11% -

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 378 313 325
As % of all permanent IT jobs advertised in Cheltenham 59.90% 58.72% 64.61%
Number of salaries quoted 262 245 290
Cheltenham median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -
10th Percentile £31,375 £31,100 £27,500
90th Percentile £66,250 £65,000 £60,000
Gloucestershire median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% +5.88%

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 21 January 2020.

Salary histogram for Python in Cheltenham

For the 6 months to 21 January 2020, 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 94 (67.14%) Java
2 81 (57.86%) C++
3 73 (52.14%) Agile Software Development
3 73 (52.14%) DevOps
4 65 (46.43%) C#
5 64 (45.71%) Software Engineering
6 62 (44.29%) Security Cleared
7 59 (42.14%) DV Cleared
8 46 (32.86%) Linux
9 41 (29.29%) Cyberthreat
10 40 (28.57%) Jenkins
11 38 (27.14%) Artificial Intelligence
12 37 (26.43%) MongoDB
13 34 (24.29%) JavaScript
14 28 (20.00%) Node.js
15 27 (19.29%) Embedded Systems
16 23 (16.43%) MySQL
17 20 (14.29%) Red Hat
17 20 (14.29%) Big Data
17 20 (14.29%) Machine Learning
17 20 (14.29%) Elasticsearch
18 19 (13.57%) Cybersecurity
18 19 (13.57%) CentOS
19 18 (12.86%) Bash Shell
19 18 (12.86%) Data Science
20 17 (12.14%) Cucumber
20 17 (12.14%) SC Cleared
20 17 (12.14%) Docker
20 17 (12.14%) Configuration Management
20 17 (12.14%) Selenium

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 20 (14.29%) Elasticsearch
2 16 (11.43%) JBoss
3 13 (9.29%) Apache Spark
4 12 (8.57%) Apache
5 11 (7.86%) Confluence
6 2 (1.43%) Jupyter
6 2 (1.43%) WordPress
7 1 (0.71%) Oracle HTTP Server
7 1 (0.71%) Oracle SOA Suite
7 1 (0.71%) WebLogic
Applications
1 3 (2.14%) Microsoft Office
Business Applications
1 1 (0.71%) Oracle BPM
Cloud Services
1 9 (6.43%) AWS
2 3 (2.14%) Azure
2 3 (2.14%) SaaS
3 1 (0.71%) Amazon EC2
3 1 (0.71%) Amazon S3
3 1 (0.71%) Amazon SageMaker
3 1 (0.71%) AWS CloudFormation
3 1 (0.71%) AWS Lambda
3 1 (0.71%) OpenShift
3 1 (0.71%) Serverless
Communications & Networking
1 9 (6.43%) DNS
2 7 (5.00%) HTTP
3 6 (4.29%) Firewall
3 6 (4.29%) Intrusion Detection
4 5 (3.57%) Internet
4 5 (3.57%) SMTP
4 5 (3.57%) TCP/IP
5 1 (0.71%) Ethernet
5 1 (0.71%) MPLS
5 1 (0.71%) SSH
5 1 (0.71%) SSL
5 1 (0.71%) VPN
Database & Business Intelligence
1 37 (26.43%) MongoDB
2 23 (16.43%) MySQL
3 20 (14.29%) Big Data
4 11 (7.86%) Hadoop
5 8 (5.71%) NoSQL
6 5 (3.57%) Apache Cassandra
7 4 (2.86%) Apache Hive
8 1 (0.71%) Amazon Redshift
8 1 (0.71%) Data Warehouse
8 1 (0.71%) Impala
8 1 (0.71%) Looker
8 1 (0.71%) Redis
Development Applications
1 40 (28.57%) Jenkins
2 17 (12.14%) Cucumber
2 17 (12.14%) Selenium
3 15 (10.71%) Eclipse
4 14 (10.00%) JIRA
5 13 (9.29%) Git (software)
6 12 (8.57%) Bitbucket
6 12 (8.57%) Bitbucket Server
7 11 (7.86%) Atlassian Bamboo
7 11 (7.86%) JUnit
8 10 (7.14%) EasyMock
9 7 (5.00%) Subversion
10 2 (1.43%) IDA Disassembler
11 1 (0.71%) git-flow
11 1 (0.71%) Metasploit
General
1 3 (2.14%) Electronics
1 3 (2.14%) Finance
1 3 (2.14%) Manufacturing
1 3 (2.14%) Marketing
1 3 (2.14%) Public Sector
1 3 (2.14%) Telecoms
2 2 (1.43%) Games
2 2 (1.43%) Retail
Job Titles
1 47 (33.57%) Software Engineer
2 39 (27.86%) Developer
3 27 (19.29%) Software Developer
4 13 (9.29%) Data Scientist
5 12 (8.57%) DevOps Engineer
5 12 (8.57%) Java Developer
6 9 (6.43%) Analyst
6 9 (6.43%) Data Engineer
7 7 (5.00%) C++ Developer
7 7 (5.00%) Java Software Developer
7 7 (5.00%) Linux DevOps Engineer
7 7 (5.00%) Linux Engineer
7 7 (5.00%) Linux/Unix DevOps
7 7 (5.00%) Senior Developer
8 6 (4.29%) Administrator
8 6 (4.29%) C++ Software Developer
8 6 (4.29%) C++/Java Developer
8 6 (4.29%) Python Developer
9 5 (3.57%) Linux Systems Administrator
9 5 (3.57%) Systems Administrator
Libraries, Frameworks & Software Standards
1 28 (20.00%) Node.js
2 15 (10.71%) Gherkin
2 15 (10.71%) Java EE
2 15 (10.71%) Spring
3 14 (10.00%) Apache NiFi
4 12 (8.57%) HTML
4 12 (8.57%) Kafka
4 12 (8.57%) RESTful
5 11 (7.86%) EJB
5 11 (7.86%) JSF
6 10 (7.14%) CSS
7 8 (5.71%) Elastic Stack
7 8 (5.71%) React
8 7 (5.00%) HTML5
9 6 (4.29%) CSS3
10 5 (3.57%) AngularJS
11 4 (2.86%) jQuery
12 3 (2.14%) Backbone.js
12 3 (2.14%) Express
12 3 (2.14%) Hibernate
Miscellaneous
1 41 (29.29%) Cyberthreat
2 27 (19.29%) Embedded Systems
3 11 (7.86%) Wiki
4 4 (2.86%) Analytical Skills
5 3 (2.14%) Cybercrime
6 2 (1.43%) Greenfield Project
7 1 (0.71%) Algorithms
7 1 (0.71%) Analytical Mindset
7 1 (0.71%) Client/Server
7 1 (0.71%) Cloud Native
7 1 (0.71%) Cyber Kill Chain
7 1 (0.71%) PKI
7 1 (0.71%) Public Cloud
Operating Systems
1 46 (32.86%) Linux
2 19 (13.57%) CentOS
3 13 (9.29%) Red Hat Enterprise Linux
3 13 (9.29%) Windows
4 7 (5.00%) Unix
5 5 (3.57%) Solaris
6 3 (2.14%) Windows 10
7 2 (1.43%) Android
7 2 (1.43%) Apple iOS
8 1 (0.71%) Kali Linux
Processes & Methodologies
1 73 (52.14%) Agile Software Development
1 73 (52.14%) DevOps
2 64 (45.71%) Software Engineering
3 38 (27.14%) Artificial Intelligence
4 20 (14.29%) Machine Learning
5 19 (13.57%) Cybersecurity
6 18 (12.86%) Data Science
7 17 (12.14%) Configuration Management
8 15 (10.71%) Continuous Delivery
8 15 (10.71%) Continuous Integration
8 15 (10.71%) Open Source
9 12 (8.57%) Analytics
9 12 (8.57%) Scrum
10 10 (7.14%) ITIL
10 10 (7.14%) Mathematics
10 10 (7.14%) OO
10 10 (7.14%) OOD
10 10 (7.14%) Service Delivery
10 10 (7.14%) Statistics
11 9 (6.43%) Data Analytics
Programming Languages
1 94 (67.14%) Java
2 81 (57.86%) C++
3 65 (46.43%) C#
4 34 (24.29%) JavaScript
5 18 (12.86%) Bash Shell
6 15 (10.71%) C
6 15 (10.71%) R
7 10 (7.14%) Scala
8 9 (6.43%) MATLAB
9 8 (5.71%) PHP
10 6 (4.29%) Shell Script
11 4 (2.86%) Go
12 3 (2.14%) Perl
12 3 (2.14%) Ruby
13 2 (1.43%) SQL
14 1 (0.71%) Apple Swift
14 1 (0.71%) Java 8
14 1 (0.71%) Lua
14 1 (0.71%) Objective-C
14 1 (0.71%) PowerShell
Qualifications
1 62 (44.29%) Security Cleared
2 59 (42.14%) DV Cleared
3 17 (12.14%) SC Cleared
4 1 (0.71%) CCNA
4 1 (0.71%) CEH
4 1 (0.71%) Cisco Certification
4 1 (0.71%) CISSP
4 1 (0.71%) CompTIA Security+
4 1 (0.71%) Degree
4 1 (0.71%) GIAC
4 1 (0.71%) Linux+ Certification
4 1 (0.71%) MCSE
4 1 (0.71%) Microsoft Certification
4 1 (0.71%) Network+ Certification
4 1 (0.71%) OSCP
4 1 (0.71%) SANS
4 1 (0.71%) SSCP
Quality Assurance & Compliance
1 1 (0.71%) NIST
System Software
1 17 (12.14%) Docker
2 1 (0.71%) Apache Flume
2 1 (0.71%) Virtual Desktop
2 1 (0.71%) VMware ESXi
2 1 (0.71%) VMware Infrastructure
Systems Management
1 16 (11.43%) Puppet
2 9 (6.43%) Kubernetes
2 9 (6.43%) Opscode Chef
3 7 (5.00%) Ansible
3 7 (5.00%) Check_MK
3 7 (5.00%) Grafana
3 7 (5.00%) Nagios
4 1 (0.71%) Enterprise Manager Cloud Control
4 1 (0.71%) Oozie
Vendors
1 20 (14.29%) Red Hat
2 16 (11.43%) Oracle
3 7 (5.00%) Microsoft
4 6 (4.29%) Google
5 3 (2.14%) SAP
6 1 (0.71%) Atlassian
6 1 (0.71%) Splunk
6 1 (0.71%) VMware