Period
to 27 May 2020

The following table provides summary statistics for permanent job vacancies advertised in Gloucestershire 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 27 May 2020 with a comparison to the same period in the previous 2 years.

Python
South West > Gloucestershire
6 months to
27 May 2020
Same period 2019 Same period 2018
Rank 6 7 17
Rank change year-on-year +1 +10 +6
Permanent jobs citing Python 222 271 209
As % of all permanent jobs advertised in Gloucestershire 19.87% 17.57% 13.45%
As % of the Programming Languages category 32.55% 30.42% 21.26%
Number of salaries quoted 177 222 171
Median annual salary £50,500 £50,000 £46,000
Median salary % change year-on-year +1.00% +8.70% +13.58%
10th Percentile £33,750 £32,625 £35,000
90th Percentile £66,750 £62,500 £62,500
South West median annual salary £50,000 £47,500 £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 Gloucestershire with a requirement for coding skills.

All Programming Languages
Gloucestershire
Permanent vacancies with a requirement for coding skills 682 891 983
As % of all permanent IT jobs advertised in Gloucestershire 61.06% 57.78% 63.26%
Number of salaries quoted 514 659 783
Median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% +5.88%
10th Percentile £31,250 £27,950 £28,750
90th Percentile £67,500 £62,500 £61,250
South West median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +6.25%

Python
Job Vacancy Trend in Gloucestershire

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

Job vacancy trend for Python in Gloucestershire

Python
Salary Trend in Gloucestershire

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

Salary trend for Python in Gloucestershire

Python
Salary Histogram in Gloucestershire

Salary distribution for jobs citing Python in Gloucestershire over the 6 months to 27 May 2020.

Salary histogram for Python 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 6 months to 27 May 2020. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cheltenham +1 91 £50,000 -4.76% 5
Gloucester +1 51 £50,000 - 7
Tewkesbury -7 9 £55,000 +31.74% 2
Cirencester -7 2 £55,000 +57.14%
Python
South West

For the 6 months to 27 May 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 Gloucestershire region with a requirement for Python.

1 104 (46.85%) Java
2 102 (45.95%) Security Cleared
3 95 (42.79%) C++
4 93 (41.89%) Agile Software Development
5 91 (40.99%) DV Cleared
6 88 (39.64%) Linux
7 70 (31.53%) DevOps
8 67 (30.18%) C#
9 66 (29.73%) C
10 65 (29.28%) Docker
11 64 (28.83%) JavaScript
12 56 (25.23%) Software Engineering
13 55 (24.77%) Ansible
14 45 (20.27%) Cybersecurity
15 43 (19.37%) SQL
15 43 (19.37%) Windows
16 40 (18.02%) Kubernetes
17 37 (16.67%) Node.js
17 37 (16.67%) Bash Shell
18 34 (15.32%) Jenkins
18 34 (15.32%) Data Science
19 31 (13.96%) Ruby
20 30 (13.51%) Scrum
21 29 (13.06%) MongoDB
22 28 (12.61%) Puppet
22 28 (12.61%) Opscode Chef
22 28 (12.61%) Analytical Skills
23 27 (12.16%) Oracle
23 27 (12.16%) Machine Learning
24 26 (11.71%) Terraform

Python
Co-occurring 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 21 (9.46%) JBoss
2 17 (7.66%) SAS
3 16 (7.21%) Confluence
4 10 (4.50%) OpenStack
5 6 (2.70%) Apache
5 6 (2.70%) ArcGIS
6 4 (1.80%) Elasticsearch
7 3 (1.35%) Cloud Foundry
8 2 (0.90%) Apache Spark
8 2 (0.90%) SharePoint
9 1 (0.45%) GlassFish
9 1 (0.45%) Oracle HTTP Server
9 1 (0.45%) Oracle SOA Suite
9 1 (0.45%) Tomcat
9 1 (0.45%) WebLogic
9 1 (0.45%) WordPress
Applications
1 6 (2.70%) SPSS
2 4 (1.80%) Microsoft Excel
3 2 (0.90%) Adobe Creative Suite
4 1 (0.45%) Adobe XD
4 1 (0.45%) Gephi
4 1 (0.45%) Microsoft Office
4 1 (0.45%) Simulink
Business Applications
1 1 (0.45%) Oracle BPM
Cloud Services
1 25 (11.26%) AWS
2 23 (10.36%) Azure
3 10 (4.50%) OpenShift
4 9 (4.05%) SaaS
5 8 (3.60%) Power Platform
6 4 (1.80%) AWS CloudFormation
6 4 (1.80%) PaaS
7 3 (1.35%) Serverless
8 2 (0.90%) Amazon EC2
8 2 (0.90%) Amazon S3
8 2 (0.90%) AWS Lambda
8 2 (0.90%) Azure Stack
8 2 (0.90%) GitHub
8 2 (0.90%) IaaS
8 2 (0.90%) Office 365
8 2 (0.90%) OneDrive
9 1 (0.45%) Azure Machine Learning
9 1 (0.45%) Cloud Computing
9 1 (0.45%) Datadog
9 1 (0.45%) GCP
Communications & Networking
1 24 (10.81%) Internet
2 13 (5.86%) TCP/IP
3 12 (5.41%) DNS
4 10 (4.50%) Firewall
4 10 (4.50%) Intrusion Detection
5 9 (4.05%) HTTP
6 8 (3.60%) Software-Defined Radio
7 7 (3.15%) Wireshark
8 6 (2.70%) SMTP
9 4 (1.80%) VLAN
10 3 (1.35%) Ethernet
10 3 (1.35%) SSH
11 2 (0.90%) NetScaler
11 2 (0.90%) OSPF
11 2 (0.90%) Skype
12 1 (0.45%) DHCP
12 1 (0.45%) MPLS
12 1 (0.45%) SSL
12 1 (0.45%) VPN
12 1 (0.45%) VSAN
Database & Business Intelligence
1 29 (13.06%) MongoDB
2 22 (9.91%) Big Data
3 13 (5.86%) Hadoop
4 12 (5.41%) NoSQL
5 10 (4.50%) MySQL
5 10 (4.50%) PostgreSQL
6 8 (3.60%) Power BI
7 3 (1.35%) SQL Server
8 2 (0.90%) Apache Accumulo
8 2 (0.90%) Neo4j
9 1 (0.45%) Apache Hive
9 1 (0.45%) DB2
9 1 (0.45%) Impala
9 1 (0.45%) RDBMS
9 1 (0.45%) Relational Database
9 1 (0.45%) SAS EBI
9 1 (0.45%) SQL Server Integration Services
9 1 (0.45%) SQL Server Reporting Services
Development Applications
1 34 (15.32%) Jenkins
2 23 (10.36%) Git (software)
2 23 (10.36%) JIRA
3 14 (6.31%) Cucumber
4 10 (4.50%) Atlassian Bamboo
4 10 (4.50%) IDA Disassembler
5 9 (4.05%) Selenium
6 8 (3.60%) Bitbucket
7 7 (3.15%) Eclipse
8 5 (2.25%) Babel
8 5 (2.25%) Visual Studio
9 4 (1.80%) git-flow
9 4 (1.80%) Grunt
9 4 (1.80%) gulp
9 4 (1.80%) webpack
10 3 (1.35%) JUnit
10 3 (1.35%) TestRail
11 2 (0.90%) GitLab
11 2 (0.90%) LoadRunner
11 2 (0.90%) Maven
General
1 22 (9.91%) Finance
2 12 (5.41%) Marketing
3 8 (3.60%) Electronics
3 8 (3.60%) Legal
3 8 (3.60%) Public Sector
4 7 (3.15%) Manufacturing
5 6 (2.70%) Telecoms
6 4 (1.80%) Aerospace
6 4 (1.80%) Games
6 4 (1.80%) Military
7 2 (0.90%) Law
8 1 (0.45%) Retail
Job Titles
1 51 (22.97%) Developer
2 35 (15.77%) Software Developer
3 29 (13.06%) Software Engineer
4 28 (12.61%) Analyst
5 20 (9.01%) DevOps Engineer
6 18 (8.11%) Data Scientist
7 17 (7.66%) Infrastructure Engineer
8 16 (7.21%) Systems Engineer
9 13 (5.86%) Data Analyst
9 13 (5.86%) Linux Engineer
10 11 (4.95%) Support Engineer
11 10 (4.50%) Applications Engineer
11 10 (4.50%) Applications Support
11 10 (4.50%) Applications Support Engineer
12 9 (4.05%) Java Developer
12 9 (4.05%) Senior Linux Engineer
13 8 (3.60%) Architect
13 8 (3.60%) Cloud Engineer
13 8 (3.60%) Incident Analyst
13 8 (3.60%) Python Developer
Libraries, Frameworks & Software Standards
1 37 (16.67%) Node.js
2 23 (10.36%) HTML
2 23 (10.36%) React
3 22 (9.91%) AngularJS
4 20 (9.01%) Spring
5 18 (8.11%) Web Services
6 17 (7.66%) .NET
6 17 (7.66%) EJB
6 17 (7.66%) Hibernate
7 14 (6.31%) CSS
8 12 (5.41%) Apache NiFi
9 10 (4.50%) Vue.js
10 9 (4.05%) HTML5
10 9 (4.05%) Kafka
11 8 (3.60%) Java EE
12 7 (3.15%) Gherkin
13 6 (2.70%) CSS3
13 6 (2.70%) Django
13 6 (2.70%) Natural Language Processing
13 6 (2.70%) Redux
Miscellaneous
1 28 (12.61%) Analytical Skills
2 19 (8.56%) Algorithms
3 11 (4.95%) Greenfield Project
3 11 (4.95%) User Experience
4 10 (4.50%) Data Centre
5 9 (4.05%) Field-Programmable Gate Array
5 9 (4.05%) Management Information System
6 8 (3.60%) Cloud Native
6 8 (3.60%) Embedded Systems
6 8 (3.60%) Verilog
6 8 (3.60%) VHDL
7 7 (3.15%) Cyberthreat
8 6 (2.70%) Augmented Reality
8 6 (2.70%) Linked Data
8 6 (2.70%) Semantic Web
9 5 (2.25%) Cybercrime
10 4 (1.80%) Enterprise Storage
11 3 (1.35%) Linux Command Line
11 3 (1.35%) PKI
11 3 (1.35%) Public Cloud
Operating Systems
1 88 (39.64%) Linux
2 43 (19.37%) Windows
3 20 (9.01%) CentOS
4 15 (6.76%) Red Hat Enterprise Linux
5 10 (4.50%) Android
5 10 (4.50%) Apple iOS
5 10 (4.50%) Unix
6 9 (4.05%) Debian
7 6 (2.70%) Solaris
7 6 (2.70%) Ubuntu
8 4 (1.80%) Fedora
9 2 (0.90%) Mac OS
10 1 (0.45%) Windows Server
Processes & Methodologies
1 93 (41.89%) Agile Software Development
2 70 (31.53%) DevOps
3 56 (25.23%) Software Engineering
4 45 (20.27%) Cybersecurity
5 34 (15.32%) Data Science
6 30 (13.51%) Scrum
7 27 (12.16%) Machine Learning
8 26 (11.71%) OO
9 22 (9.91%) Business Intelligence
9 22 (9.91%) Configuration Management
9 22 (9.91%) Infrastructure Engineering
10 20 (9.01%) Test Automation
11 18 (8.11%) Continuous Integration
11 18 (8.11%) Visualisation
12 17 (7.66%) Systems Engineering
13 16 (7.21%) Open Source
13 16 (7.21%) SDLC
14 15 (6.76%) Analytics
14 15 (6.76%) Data Visualisation
14 15 (6.76%) Information Management
Programming Languages
1 104 (46.85%) Java
2 95 (42.79%) C++
3 67 (30.18%) C#
4 66 (29.73%) C
5 64 (28.83%) JavaScript
6 43 (19.37%) SQL
7 37 (16.67%) Bash Shell
8 31 (13.96%) Ruby
9 25 (11.26%) R
10 22 (9.91%) PowerShell
11 15 (6.76%) PHP
12 13 (5.86%) Go
13 10 (4.50%) Scala
14 8 (3.60%) Embedded C
14 8 (3.60%) Java 8
15 6 (2.70%) MATLAB
16 5 (2.25%) Perl
17 4 (1.80%) ES6
18 2 (0.90%) CoffeeScript
18 2 (0.90%) Rust
Qualifications
1 102 (45.95%) Security Cleared
2 91 (40.99%) DV Cleared
3 23 (10.36%) SC Cleared
4 17 (7.66%) Degree
5 7 (3.15%) RHCE
6 5 (2.25%) CCNA
6 5 (2.25%) Cisco Certification
6 5 (2.25%) CISSP
6 5 (2.25%) CompTIA Security+
6 5 (2.25%) GIAC
6 5 (2.25%) ISTQB
6 5 (2.25%) Linux+ Certification
6 5 (2.25%) MCSE
6 5 (2.25%) Microsoft Certification
6 5 (2.25%) Network+ Certification
6 5 (2.25%) Numerate Degree
6 5 (2.25%) SANS
6 5 (2.25%) SSCP
7 2 (0.90%) ISEB
7 2 (0.90%) PMI Certification
Quality Assurance & Compliance
1 3 (1.35%) QA
2 2 (0.90%) ISO/IEC 20000
3 1 (0.45%) DO-254
3 1 (0.45%) IEC 61508
3 1 (0.45%) SLA
System Software
1 65 (29.28%) Docker
2 12 (5.41%) VMware Infrastructure
3 10 (4.50%) KVM
4 9 (4.05%) VirtualBox
5 6 (2.70%) Ceph
5 6 (2.70%) oVirt
6 5 (2.25%) VMware ESXi
7 4 (1.80%) Active Directory
7 4 (1.80%) NFS
7 4 (1.80%) Samba
7 4 (1.80%) Xen
8 3 (1.35%) vSphere
9 2 (0.90%) Apache ZooKeeper
9 2 (0.90%) Hyper-V
9 2 (0.90%) Microsoft App-V
9 2 (0.90%) Virtual Desktop
9 2 (0.90%) XenApp
10 1 (0.45%) Apache Flume
10 1 (0.45%) VMware NSX
10 1 (0.45%) XenDesktop
Systems Management
1 55 (24.77%) Ansible
2 40 (18.02%) Kubernetes
3 28 (12.61%) Opscode Chef
3 28 (12.61%) Puppet
4 26 (11.71%) Terraform
5 10 (4.50%) Packer
6 9 (4.05%) Cloudify
6 9 (4.05%) logstash
7 7 (3.15%) Docker Swarm
8 6 (2.70%) Nagios
8 6 (2.70%) Salt
9 4 (1.80%) OpenNMS
9 4 (1.80%) vCenter Server
9 4 (1.80%) ZABBIX
10 2 (0.90%) HP ALM
10 2 (0.90%) Microsoft Data Protection Manager
10 2 (0.90%) SCCM
10 2 (0.90%) SCOM
10 2 (0.90%) SCOrch
10 2 (0.90%) vRealize
Vendors
1 27 (12.16%) Oracle
2 23 (10.36%) Microsoft
2 23 (10.36%) Red Hat
3 15 (6.76%) Atlassian
4 14 (6.31%) VMware
5 6 (2.70%) SAP
6 4 (1.80%) Cloudera
6 4 (1.80%) Dell
6 4 (1.80%) EMC
6 4 (1.80%) Hortonworks
6 4 (1.80%) NetApp
6 4 (1.80%) SolarWinds
7 3 (1.35%) Splunk
8 2 (0.90%) Adobe
8 2 (0.90%) Cisco
8 2 (0.90%) HP
9 1 (0.45%) BT
9 1 (0.45%) Citrix
9 1 (0.45%) IBM
9 1 (0.45%) MathWorks