Period
to 15 November 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 15 November 2018 with a comparison to the same period in the previous 2 years.

Python
Oxfordshire > Abingdon
6 months to
15 Nov 2018
Same period 2017 Same period 2016
Rank 2 3 13
Rank change year-on-year +1 +10 +6
Permanent jobs citing Python 61 103 72
As % of all permanent IT jobs advertised in Abingdon 33.52% 34.80% 16.82%
As % of the Programming Languages category 48.80% 49.28% 33.03%
Number of salaries quoted 45 49 12
Abingdon median annual salary £50,000 £55,000 £44,250
Median salary % change year-on-year -9.09% +24.29% +9.26%
10th Percentile £32,500 £46,000 £27,500
90th Percentile £60,000 £73,750 £48,750
Oxfordshire median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% +16.28%

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 Abingdon with a requirement for coding skills.

All Programming Languages
Abingdon
Permanent vacancies with a requirement for coding skills 125 209 218
As % of all permanent IT jobs advertised in Abingdon 68.68% 70.61% 50.93%
Number of salaries quoted 77 117 105
Abingdon median annual salary £50,000 £52,500 £40,000
Median salary % change year-on-year -4.76% +31.25% -
10th Percentile £32,500 £31,250 £24,100
90th Percentile £61,250 £67,500 £60,000
Oxfordshire median annual salary £50,000 £47,500 £46,250
% change year-on-year +5.26% +2.70% +8.82%

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 15 November 2018.

Salary histogram for Python in Abingdon

For the 6 months to 15 November 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 44 (72.13%) Agile Software Development
2 38 (62.30%) SQL
3 35 (57.38%) C++
4 34 (55.74%) Java
5 27 (44.26%) Degree
5 27 (44.26%) Test Automation
6 23 (37.70%) PostgreSQL
7 20 (32.79%) Computer Science
8 18 (29.51%) Algorithms
9 17 (27.87%) Git (software)
9 17 (27.87%) Mathematics
9 17 (27.87%) Google
10 15 (24.59%) Linux
10 15 (24.59%) Analytics
10 15 (24.59%) Data Science
11 14 (22.95%) Hadoop
11 14 (22.95%) R
11 14 (22.95%) C#
11 14 (22.95%) Data Management
11 14 (22.95%) Scrum
12 13 (21.31%) JIRA
12 13 (21.31%) Machine Learning
12 13 (21.31%) Problem-Solving
13 12 (19.67%) Predictive Analysis
13 12 (19.67%) Data Analytics
13 12 (19.67%) Data Visualisation
13 12 (19.67%) Tableau
13 12 (19.67%) Continuous Improvement
13 12 (19.67%) Apache Hive
13 12 (19.67%) Visualisation

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 8 (13.11%) Confluence
2 7 (11.48%) Apache
2 7 (11.48%) SharePoint
3 2 (3.28%) IIS
3 2 (3.28%) JBoss
3 2 (3.28%) Tomcat
Cloud Services
1 12 (19.67%) Google Analytics
2 9 (14.75%) Microsoft Azure
3 5 (8.20%) Azure Active Directory
3 5 (8.20%) Office 365
4 4 (6.56%) Amazon AWS
5 2 (3.28%) Cloud Computing
6 1 (1.64%) OpenShift
6 1 (1.64%) SaaS
Communications & Networking
1 7 (11.48%) DNS
2 6 (9.84%) DHCP
3 5 (8.20%) SAN
3 5 (8.20%) VLAN
3 5 (8.20%) Wi-Fi
3 5 (8.20%) Wireless
3 5 (8.20%) WPA
4 4 (6.56%) Broadband
5 3 (4.92%) Firewall
6 2 (3.28%) Kerberos
6 2 (3.28%) SSL
7 1 (1.64%) Internet
7 1 (1.64%) IPv6
7 1 (1.64%) Network Security
Database & Business Intelligence
1 23 (37.70%) PostgreSQL
2 14 (22.95%) Hadoop
3 12 (19.67%) Apache Hive
3 12 (19.67%) Spotfire
4 10 (16.39%) Data Mining
5 4 (6.56%) Geospatial Data
5 4 (6.56%) GIS
6 2 (3.28%) Data Lake
6 2 (3.28%) SQL Server
7 1 (1.64%) NoSQL
7 1 (1.64%) Text Mining
Development Applications
1 17 (27.87%) Git (software)
2 13 (21.31%) JIRA
3 7 (11.48%) Jenkins
3 7 (11.48%) Selenium
4 6 (9.84%) GitLab
5 5 (8.20%) Subversion
6 2 (3.28%) GDB
7 1 (1.64%) SonarQube
General
1 5 (8.20%) Manufacturing
2 4 (6.56%) Games
3 2 (3.28%) Pharmaceutical
3 2 (3.28%) Telecoms
4 1 (1.64%) Finance
4 1 (1.64%) Publishing
Job Titles
1 19 (31.15%) Developer
2 15 (24.59%) Python Developer
3 12 (19.67%) Data Scientist
4 10 (16.39%) Graduate
5 6 (9.84%) Analyst
5 6 (9.84%) Graduate Developer
5 6 (9.84%) QA Analyst
5 6 (9.84%) QA Automation Analyst
5 6 (9.84%) Selenium Test Analyst
5 6 (9.84%) Software Analyst
5 6 (9.84%) Team Leader
5 6 (9.84%) Test Engineer
6 5 (8.20%) Agile Tester
6 5 (8.20%) Automation Tester
6 5 (8.20%) IT Engineer
6 5 (8.20%) QA Automation Tester
6 5 (8.20%) Selenium Automation Tester
6 5 (8.20%) Selenium Tester
6 5 (8.20%) Senior IT Engineer
6 5 (8.20%) Software QA Tester
Libraries, Frameworks & Software Standards
1 4 (6.56%) REST
1 4 (6.56%) Web Services
2 3 (4.92%) .NET
3 2 (3.28%) Flash
3 2 (3.28%) LAPP Stack
3 2 (3.28%) LDAP
3 2 (3.28%) Node.js
3 2 (3.28%) SAML
4 1 (1.64%) Django
4 1 (1.64%) Flask
4 1 (1.64%) Keras
4 1 (1.64%) Natural Language Processing
4 1 (1.64%) NumPy
4 1 (1.64%) OpenNLP
4 1 (1.64%) Pandas
4 1 (1.64%) Pyramid
4 1 (1.64%) RxJS
4 1 (1.64%) scikit-learn
4 1 (1.64%) TensorFlow
4 1 (1.64%) WPF
Miscellaneous
1 20 (32.79%) Computer Science
2 18 (29.51%) Algorithms
3 5 (8.20%) Enterprise Software
3 5 (8.20%) Life Science
4 2 (3.28%) ASIC
4 2 (3.28%) Embedded Systems
4 2 (3.28%) Fat Client
4 2 (3.28%) Thin Client
5 1 (1.64%) Greenfield Project
5 1 (1.64%) Linux Command Line
5 1 (1.64%) Replication
Operating Systems
1 15 (24.59%) Linux
2 8 (13.11%) Windows
3 6 (9.84%) CentOS
4 5 (8.20%) Windows Server
4 5 (8.20%) Windows Server 2008
5 2 (3.28%) Red Hat Enterprise Linux
Processes & Methodologies
1 44 (72.13%) Agile Software Development
2 27 (44.26%) Test Automation
3 17 (27.87%) Mathematics
4 15 (24.59%) Analytics
4 15 (24.59%) Data Science
5 14 (22.95%) Data Management
5 14 (22.95%) Scrum
6 13 (21.31%) Machine Learning
6 13 (21.31%) Problem-Solving
7 12 (19.67%) Continuous Improvement
7 12 (19.67%) Data Analytics
7 12 (19.67%) Data Visualisation
7 12 (19.67%) Predictive Analysis
7 12 (19.67%) Regression Testing
7 12 (19.67%) Visualisation
8 10 (16.39%) Task Automation
9 8 (13.11%) Applied Mathematics
9 8 (13.11%) Statistics
9 8 (13.11%) Test Strategy
10 7 (11.48%) User Acceptance Testing
Programming Languages
1 38 (62.30%) SQL
2 35 (57.38%) C++
3 34 (55.74%) Java
4 14 (22.95%) C#
4 14 (22.95%) R
5 12 (19.67%) Delphi
6 8 (13.11%) Perl
7 7 (11.48%) Bash Shell
8 6 (9.84%) C
9 3 (4.92%) JavaScript
10 2 (3.28%) MATLAB
10 2 (3.28%) PHP
10 2 (3.28%) PowerShell
10 2 (3.28%) Ruby
11 1 (1.64%) Assembly Language
11 1 (1.64%) Go
11 1 (1.64%) Groovy
11 1 (1.64%) TypeScript
Qualifications
1 27 (44.26%) Degree
2 11 (18.03%) Computer Science Degree
3 9 (14.75%) ISTQB
4 8 (13.11%) Master's Degree
5 2 (3.28%) PhD
Quality Assurance & Compliance
1 7 (11.48%) QA
2 2 (3.28%) JTAG
System Software
1 7 (11.48%) Active Directory
2 5 (8.20%) Docker
2 5 (8.20%) Virtual Machines
3 4 (6.56%) Firmware
4 2 (3.28%) Hyper-V
4 2 (3.28%) VMware Infrastructure
4 2 (3.28%) XenApp
Systems Management
1 5 (8.20%) Cacti
1 5 (8.20%) Nagios
2 2 (3.28%) Kubernetes
2 2 (3.28%) Puppet
3 1 (1.64%) Ansible
3 1 (1.64%) Opscode Chef
Vendors
1 17 (27.87%) Google
2 12 (19.67%) Tableau
3 5 (8.20%) Red Hat
3 5 (8.20%) Sophos
3 5 (8.20%) Veeam
4 3 (4.92%) Salesforce.com
5 2 (3.28%) Oracle
5 2 (3.28%) VMware
6 1 (1.64%) Remedy