Period
to 4 July 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 4 July 2020 with a comparison to the same period in the previous 2 years.

Python
Gloucestershire > Cheltenham
6 months to
4 Jul 2020
Same period 2019 Same period 2018
Rank 4 6 16
Rank change year-on-year +2 +10 +9
Permanent jobs citing Python 99 111 79
As % of all permanent jobs advertised in Cheltenham 25.38% 19.82% 12.54%
As % of the Programming Languages category 40.57% 34.26% 20.10%
Number of salaries quoted 76 83 46
Median annual salary £48,750 £50,000 £55,000
Median salary % change year-on-year -2.50% -9.09% +15.79%
10th Percentile £31,250 £34,500 £37,500
90th Percentile £62,500 £61,250 £70,625
Gloucestershire median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +17.28%

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 244 324 393
As % of all permanent IT jobs advertised in Cheltenham 62.56% 57.86% 62.38%
Number of salaries quoted 185 250 327
Median annual salary £47,500 £47,500 £46,000
Median salary % change year-on-year - +3.26% +2.22%
10th Percentile £31,250 £29,000 £29,500
90th Percentile £69,000 £62,500 £62,500
Gloucestershire median annual salary £50,000 £48,500 £45,000
% change year-on-year +3.09% +7.78% +5.88%

Python
Job Vacancy Trend in Cheltenham

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

Job vacancy trend for Python in Cheltenham

Python
Salary Trend in Cheltenham

3-month moving average salary quoted in jobs citing Python in Cheltenham.

Salary trend for Python in Cheltenham

Python
Salary Histogram in Cheltenham

Salary distribution for jobs citing Python in Cheltenham over the 6 months to 4 July 2020.

Salary histogram for Python in Cheltenham

For the 6 months to 4 July 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 52 (52.53%) Security Cleared
2 50 (50.51%) DV Cleared
2 50 (50.51%) Agile Software Development
3 47 (47.47%) C++
4 46 (46.46%) Java
5 33 (33.33%) C#
5 33 (33.33%) Linux
6 27 (27.27%) C
7 25 (25.25%) DevOps
8 22 (22.22%) Data Science
9 21 (21.21%) Software Engineering
10 20 (20.20%) Cybersecurity
11 19 (19.19%) R
11 19 (19.19%) SQL
11 19 (19.19%) Scrum
12 18 (18.18%) JavaScript
12 18 (18.18%) Jenkins
12 18 (18.18%) Analytical Skills
13 17 (17.17%) Docker
14 16 (16.16%) Machine Learning
14 16 (16.16%) Finance
15 15 (15.15%) Windows
15 15 (15.15%) SAS
16 14 (14.14%) Ansible
17 13 (13.13%) Open Source
17 13 (13.13%) Test Automation
17 13 (13.13%) JIRA
17 13 (13.13%) Mathematics
18 12 (12.12%) CentOS
18 12 (12.12%) Apache NiFi

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 15 (15.15%) SAS
2 11 (11.11%) Confluence
3 7 (7.07%) JBoss
4 1 (1.01%) Apache
4 1 (1.01%) Oracle HTTP Server
4 1 (1.01%) Oracle SOA Suite
4 1 (1.01%) WebLogic
4 1 (1.01%) WordPress
Applications
1 4 (4.04%) Microsoft Excel
2 2 (2.02%) Adobe Creative Suite
3 1 (1.01%) Adobe XD
3 1 (1.01%) Simulink
Business Applications
1 1 (1.01%) Oracle BPM
Cloud Services
1 11 (11.11%) Power Platform
2 8 (8.08%) SaaS
3 5 (5.05%) AWS
4 3 (3.03%) Azure
5 2 (2.02%) PaaS
6 1 (1.01%) Amazon CloudWatch
6 1 (1.01%) Amazon ECS
6 1 (1.01%) AWS CloudFormation
6 1 (1.01%) Azure Machine Learning
6 1 (1.01%) Datadog
6 1 (1.01%) GitHub
6 1 (1.01%) OpenShift
6 1 (1.01%) Power Automate
Communications & Networking
1 5 (5.05%) DNS
1 5 (5.05%) Firewall
1 5 (5.05%) HTTP
1 5 (5.05%) TCP/IP
1 5 (5.05%) Wireshark
2 4 (4.04%) Internet
2 4 (4.04%) Intrusion Detection
3 3 (3.03%) SMTP
3 3 (3.03%) SSH
4 1 (1.01%) OSPF
4 1 (1.01%) VLAN
4 1 (1.01%) VSAN
Database & Business Intelligence
1 11 (11.11%) Power BI
2 8 (8.08%) MySQL
3 7 (7.07%) MongoDB
4 6 (6.06%) Big Data
5 5 (5.05%) SQL Server Integration Services
5 5 (5.05%) SQL Server Reporting Services
6 4 (4.04%) Data Warehouse
7 2 (2.02%) Hadoop
8 1 (1.01%) Apache Accumulo
8 1 (1.01%) NoSQL
8 1 (1.01%) PostgreSQL
8 1 (1.01%) SAS EBI
8 1 (1.01%) SQL Server
Development Applications
1 18 (18.18%) Jenkins
2 13 (13.13%) JIRA
3 9 (9.09%) IDA Disassembler
4 8 (8.08%) Cucumber
5 7 (7.07%) Selenium
6 6 (6.06%) Eclipse
6 6 (6.06%) Git (software)
7 2 (2.02%) Subversion
7 2 (2.02%) TeamCity
8 1 (1.01%) Axure RP
8 1 (1.01%) Babel
8 1 (1.01%) Balsamiq
8 1 (1.01%) Bitbucket
8 1 (1.01%) Grunt
8 1 (1.01%) gulp
8 1 (1.01%) Postman
8 1 (1.01%) Rational DOORS
8 1 (1.01%) REST Assured
8 1 (1.01%) SoapUI
8 1 (1.01%) webpack
General
1 16 (16.16%) Finance
2 6 (6.06%) Marketing
3 4 (4.04%) Games
4 3 (3.03%) Aerospace
4 3 (3.03%) Electronics
5 1 (1.01%) Law
Job Titles
1 32 (32.32%) Developer
2 21 (21.21%) Software Developer
3 20 (20.20%) Analyst
4 13 (13.13%) Software Engineer
5 10 (10.10%) Data Analyst
6 9 (9.09%) Data Scientist
7 7 (7.07%) Java Developer
8 5 (5.05%) Business Intelligence Analyst
8 5 (5.05%) Java Software Developer
9 4 (4.04%) Business Intelligence Developer
9 4 (4.04%) Delivery Manager
9 4 (4.04%) DevOps Engineer
9 4 (4.04%) Technical Delivery Manager
9 4 (4.04%) Technical Manager
10 3 (3.03%) Consultant
10 3 (3.03%) Data Consultant
10 3 (3.03%) Incident Analyst
10 3 (3.03%) Lead Software Engineer
10 3 (3.03%) Power BI Developer
10 3 (3.03%) Principal Consultant
Libraries, Frameworks & Software Standards
1 12 (12.12%) Apache NiFi
2 8 (8.08%) Gherkin
2 8 (8.08%) Kafka
3 7 (7.07%) Node.js
4 5 (5.05%) HTML
5 4 (4.04%) .NET
6 3 (3.03%) CSS
6 3 (3.03%) Web Services
7 2 (2.02%) HTML5
7 2 (2.02%) Middleware
7 2 (2.02%) React
7 2 (2.02%) Redux
7 2 (2.02%) REST
7 2 (2.02%) SOAP
7 2 (2.02%) Spring
7 2 (2.02%) Spring Boot
8 1 (1.01%) Elastic Stack
8 1 (1.01%) Enzyme
8 1 (1.01%) Jest
8 1 (1.01%) Vue.js
Miscellaneous
1 18 (18.18%) Analytical Skills
2 8 (8.08%) Cyberthreat
2 8 (8.08%) Greenfield Project
3 5 (5.05%) Embedded Systems
4 4 (4.04%) Algorithms
5 3 (3.03%) Analytical Mindset
5 3 (3.03%) Linux Command Line
5 3 (3.03%) User Experience
6 2 (2.02%) PKI
6 2 (2.02%) Wiki
7 1 (1.01%) Cloud Native
7 1 (1.01%) Cybercrime
7 1 (1.01%) Mobile App
7 1 (1.01%) Virtual Team
Operating Systems
1 33 (33.33%) Linux
2 15 (15.15%) Windows
3 12 (12.12%) CentOS
4 10 (10.10%) Red Hat Enterprise Linux
5 8 (8.08%) Android
5 8 (8.08%) Apple iOS
6 3 (3.03%) Solaris
7 1 (1.01%) Windows Server
Processes & Methodologies
1 50 (50.51%) Agile Software Development
2 25 (25.25%) DevOps
3 22 (22.22%) Data Science
4 21 (21.21%) Software Engineering
5 20 (20.20%) Cybersecurity
6 19 (19.19%) Scrum
7 16 (16.16%) Machine Learning
8 13 (13.13%) Mathematics
8 13 (13.13%) Open Source
8 13 (13.13%) Test Automation
9 11 (11.11%) Statistics
10 10 (10.10%) Artificial Intelligence
10 10 (10.10%) Business Intelligence
11 9 (9.09%) Analytics
11 9 (9.09%) Visualisation
12 8 (8.08%) Configuration Management
12 8 (8.08%) Customer-Centricity
12 8 (8.08%) Data Visualisation
12 8 (8.08%) Technical Leadership
13 7 (7.07%) OO
Programming Languages
1 47 (47.47%) C++
2 46 (46.46%) Java
3 33 (33.33%) C#
4 27 (27.27%) C
5 19 (19.19%) R
5 19 (19.19%) SQL
6 18 (18.18%) JavaScript
7 8 (8.08%) Bash Shell
8 6 (6.06%) Scala
9 5 (5.05%) MATLAB
10 4 (4.04%) Data Analysis Expressions (DAX)
10 4 (4.04%) PHP
10 4 (4.04%) PowerShell
11 2 (2.02%) CoffeeScript
11 2 (2.02%) Go
11 2 (2.02%) Java 8
12 1 (1.01%) ES6
12 1 (1.01%) Perl
12 1 (1.01%) Ruby
Qualifications
1 52 (52.53%) Security Cleared
2 50 (50.51%) DV Cleared
3 10 (10.10%) Degree
4 9 (9.09%) SC Cleared
5 5 (5.05%) Numerate Degree
6 2 (2.02%) ISEB
6 2 (2.02%) ISTQB
Quality Assurance & Compliance
1 2 (2.02%) QA
2 1 (1.01%) DO-254
2 1 (1.01%) SLA
System Software
1 17 (17.17%) Docker
2 6 (6.06%) VMware Infrastructure
3 3 (3.03%) VirtualBox
4 1 (1.01%) Active Directory
4 1 (1.01%) Apache ZooKeeper
4 1 (1.01%) VMware ESXi
Systems Management
1 14 (14.14%) Ansible
2 6 (6.06%) Kubernetes
3 4 (4.04%) Puppet
4 2 (2.02%) Nagios
4 2 (2.02%) Opscode Chef
4 2 (2.02%) Terraform
5 1 (1.01%) Check_MK
5 1 (1.01%) Enterprise Manager Cloud Control
5 1 (1.01%) Grafana
5 1 (1.01%) Packer
5 1 (1.01%) SCCM
5 1 (1.01%) vRealize
Vendors
1 10 (10.10%) Red Hat
2 8 (8.08%) Oracle
3 7 (7.07%) Microsoft
3 7 (7.07%) VMware
4 2 (2.02%) Adobe
4 2 (2.02%) Atlassian
5 1 (1.01%) Cisco
5 1 (1.01%) IBM
5 1 (1.01%) MathWorks