Period
to 23 September 2018

The following table provides summary statistics for permanent job vacancies advertised in Abingdon 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 23 September 2018 with a comparison to the same period in the previous 2 years.

Python
Oxfordshire > Abingdon
6 months to
23 Sep 2018
Same period 2017 Same period 2016
Rank 3 7 11
Rank change year-on-year +4 +4 +20
Permanent jobs citing Python 52 37 103
As % of all permanent IT jobs advertised in Abingdon 29.71% 19.27% 20.52%
As % of the Programming Languages category 45.61% 33.04% 34.56%
Number of salaries quoted 40 25 11
Abingdon median annual salary £50,000 £50,000 £40,000
Median salary % change year-on-year - +25.00% +2.56%
10th Percentile £42,125 £33,800 £27,500
90th Percentile £76,375 £73,750 £48,750
Oxfordshire median annual salary £52,500 £52,500 £54,000
% change year-on-year - -2.78% +27.06%

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 Abingdon with a requirement for coding skills.

All Programming Languages
Abingdon
Permanent vacancies with a requirement for coding skills 114 112 298
As % of all permanent IT jobs advertised in Abingdon 65.14% 58.33% 59.36%
Number of salaries quoted 74 78 133
Abingdon median annual salary £47,500 £50,000 £40,000
Median salary % change year-on-year -5.00% +25.00% -
10th Percentile £30,000 £30,350 £23,800
90th Percentile £62,125 £65,225 £60,000
Oxfordshire median annual salary £50,000 £45,000 £47,500
% change year-on-year +11.11% -5.26% +18.75%

Python
Job Vacancy Trend in Abingdon

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

Job vacancy trend for Python in Abingdon

Python
Salary Trend in Abingdon

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

Salary trend for Python in Abingdon

Python
Salary Histogram in Abingdon

The salary distribution of IT jobs citing Python in Abingdon over the 6 months to 23 September 2018.

Salary histogram for Python in Abingdon

For the 6 months to 23 September 2018, 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 Abingdon region with a requirement for Python.

1 36 (69.23%) SQL
1 36 (69.23%) Agile Software Development
2 28 (53.85%) C++
2 28 (53.85%) Java
3 23 (44.23%) Test Automation
4 20 (38.46%) Degree
5 18 (34.62%) Scrum
6 16 (30.77%) JIRA
7 15 (28.85%) Continuous Improvement
7 15 (28.85%) Machine Learning
8 14 (26.92%) Analytics
8 14 (26.92%) Git (software)
8 14 (26.92%) PostgreSQL
8 14 (26.92%) Data Management
9 13 (25.00%) Linux
9 13 (25.00%) Data Analytics
9 13 (25.00%) Algorithms
10 12 (23.08%) Google
11 11 (21.15%) Computer Science
11 11 (21.15%) C#
11 11 (21.15%) Data Science
11 11 (21.15%) Test Strategy
11 11 (21.15%) Confluence
12 10 (19.23%) Hadoop
12 10 (19.23%) Problem-Solving
12 10 (19.23%) API Testing
12 10 (19.23%) SDET
12 10 (19.23%) SDLC
12 10 (19.23%) QA
12 10 (19.23%) Mathematics

Python
Co-occurring IT Skills in Abingdon 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 11 (21.15%) Confluence
2 6 (11.54%) Apache
2 6 (11.54%) SharePoint
3 1 (1.92%) IIS
3 1 (1.92%) JBoss
3 1 (1.92%) Tomcat
Cloud Services
1 9 (17.31%) Google Analytics
1 9 (17.31%) Microsoft Azure
2 5 (9.62%) Azure Active Directory
2 5 (9.62%) Office 365
3 4 (7.69%) Amazon AWS
4 2 (3.85%) Google Cloud Platform
5 1 (1.92%) Cloud Computing
5 1 (1.92%) OpenShift
5 1 (1.92%) SaaS
Communications & Networking
1 6 (11.54%) DHCP
1 6 (11.54%) DNS
2 5 (9.62%) SAN
2 5 (9.62%) VLAN
2 5 (9.62%) Wi-Fi
2 5 (9.62%) Wireless
2 5 (9.62%) WPA
3 4 (7.69%) Broadband
4 1 (1.92%) Firewall
4 1 (1.92%) Internet
4 1 (1.92%) IPv6
4 1 (1.92%) Kerberos
4 1 (1.92%) Network Security
4 1 (1.92%) SSL
Database & Business Intelligence
1 14 (26.92%) PostgreSQL
2 10 (19.23%) Hadoop
3 9 (17.31%) Apache Hive
3 9 (17.31%) Data Mining
3 9 (17.31%) Spotfire
4 5 (9.62%) Geospatial Data
5 3 (5.77%) GIS
5 3 (5.77%) NoSQL
6 2 (3.85%) Big Data
6 2 (3.85%) Text Mining
7 1 (1.92%) Data Lake
7 1 (1.92%) SQL Server
Development Applications
1 16 (30.77%) JIRA
2 14 (26.92%) Git (software)
3 10 (19.23%) Selenium
4 9 (17.31%) Jenkins
5 6 (11.54%) GitLab
6 5 (9.62%) Subversion
7 2 (3.85%) GDB
8 1 (1.92%) SonarQube
General
1 4 (7.69%) Games
2 3 (5.77%) Manufacturing
3 2 (3.85%) Telecoms
4 1 (1.92%) Finance
4 1 (1.92%) Publishing
Job Titles
1 12 (23.08%) Developer
2 10 (19.23%) Data Scientist
3 9 (17.31%) Analyst
3 9 (17.31%) QA Analyst
3 9 (17.31%) QA Automation Analyst
3 9 (17.31%) Selenium Test Analyst
3 9 (17.31%) Software Analyst
4 8 (15.38%) Python Developer
5 6 (11.54%) QA Automation Engineer
5 6 (11.54%) QA Engineer
6 5 (9.62%) Agile Tester
6 5 (9.62%) Automation Tester
6 5 (9.62%) IT Engineer
6 5 (9.62%) QA Automation Tester
6 5 (9.62%) QA Test Engineer
6 5 (9.62%) Selenium Automation Tester
6 5 (9.62%) Selenium Tester
6 5 (9.62%) Senior IT Engineer
6 5 (9.62%) Software QA Tester
6 5 (9.62%) Test Automation Engineer
Libraries, Frameworks & Software Standards
1 4 (7.69%) REST
1 4 (7.69%) Web Services
2 3 (5.77%) Django
3 2 (3.85%) .NET
3 2 (3.85%) Flash
3 2 (3.85%) Keras
3 2 (3.85%) Natural Language Processing
3 2 (3.85%) NumPy
3 2 (3.85%) Pandas
3 2 (3.85%) scikit-learn
3 2 (3.85%) TensorFlow
4 1 (1.92%) Flask
4 1 (1.92%) LAPP Stack
4 1 (1.92%) LDAP
4 1 (1.92%) Matplotlib
4 1 (1.92%) Node.js
4 1 (1.92%) OpenNLP
4 1 (1.92%) Pyramid
4 1 (1.92%) RxJS
4 1 (1.92%) SAML
Miscellaneous
1 13 (25.00%) Algorithms
2 11 (21.15%) Computer Science
3 5 (9.62%) Enterprise Software
4 4 (7.69%) Self-Motivation
5 3 (5.77%) Life Science
6 2 (3.85%) ASIC
6 2 (3.85%) Embedded Systems
7 1 (1.92%) Fat Client
7 1 (1.92%) Greenfield Project
7 1 (1.92%) Linux Command Line
7 1 (1.92%) Replication
7 1 (1.92%) Thin Client
7 1 (1.92%) Virtual Team
Operating Systems
1 13 (25.00%) Linux
2 6 (11.54%) CentOS
2 6 (11.54%) Windows
3 5 (9.62%) Windows Server
3 5 (9.62%) Windows Server 2008
4 2 (3.85%) Ubuntu
5 1 (1.92%) Red Hat Enterprise Linux
Processes & Methodologies
1 36 (69.23%) Agile Software Development
2 23 (44.23%) Test Automation
3 18 (34.62%) Scrum
4 15 (28.85%) Continuous Improvement
4 15 (28.85%) Machine Learning
5 14 (26.92%) Analytics
5 14 (26.92%) Data Management
6 13 (25.00%) Data Analytics
7 11 (21.15%) Data Science
7 11 (21.15%) Test Strategy
8 10 (19.23%) API Testing
8 10 (19.23%) Mathematics
8 10 (19.23%) Problem-Solving
8 10 (19.23%) SDET
8 10 (19.23%) SDLC
8 10 (19.23%) User Acceptance Testing
9 9 (17.31%) Data Visualisation
9 9 (17.31%) Predictive Analysis
9 9 (17.31%) Regression Testing
9 9 (17.31%) Visualisation
Programming Languages
1 36 (69.23%) SQL
2 28 (53.85%) C++
2 28 (53.85%) Java
3 11 (21.15%) C#
4 9 (17.31%) Delphi
4 9 (17.31%) R
5 8 (15.38%) Perl
6 5 (9.62%) Bash Shell
7 4 (7.69%) C
8 2 (3.85%) Ruby
9 1 (1.92%) Assembly Language
9 1 (1.92%) Go
9 1 (1.92%) JavaScript
9 1 (1.92%) PHP
9 1 (1.92%) PowerShell
9 1 (1.92%) TypeScript
Qualifications
1 20 (38.46%) Degree
2 10 (19.23%) ISTQB
3 6 (11.54%) Master's Degree
4 5 (9.62%) Computer Science Degree
Quality Assurance & Compliance
1 10 (19.23%) QA
2 2 (3.85%) JTAG
System Software
1 6 (11.54%) Active Directory
1 6 (11.54%) Docker
2 5 (9.62%) Virtual Machines
3 2 (3.85%) Firmware
4 1 (1.92%) Hyper-V
4 1 (1.92%) VMware Infrastructure
4 1 (1.92%) XenApp
Systems Management
1 5 (9.62%) Cacti
1 5 (9.62%) Nagios
2 4 (7.69%) Kubernetes
2 4 (7.69%) Puppet
3 3 (5.77%) Ansible
3 3 (5.77%) Opscode Chef
4 2 (3.85%) Docker Swarm
Vendors
1 12 (23.08%) Google
2 9 (17.31%) Tableau
3 5 (9.62%) Red Hat
3 5 (9.62%) Sophos
3 5 (9.62%) Veeam
4 3 (5.77%) Salesforce.com
5 1 (1.92%) Oracle
5 1 (1.92%) Remedy
5 1 (1.92%) VMware