Period
to 16 February 2019

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 16 February 2019 with a comparison to the same period in the previous 2 years.

Python
Oxfordshire > Abingdon
6 months to
16 Feb 2019
Same period 2018 Same period 2017
Rank 7 2 9
Rank change year-on-year -5 +7 +2
Permanent jobs citing Python 46 164 52
As % of all permanent IT jobs advertised in Abingdon 25.14% 42.60% 15.29%
As % of the Programming Languages category 38.66% 56.16% 40.00%
Number of salaries quoted 27 46 7
Abingdon median annual salary £45,000 £57,500 £47,500
Median salary % change year-on-year -21.74% +21.05% +10.20%
10th Percentile £26,250 £47,500 £37,250
90th Percentile £58,500 £67,500 £53,750
Oxfordshire median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% +5.26%

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 119 292 130
As % of all permanent IT jobs advertised in Abingdon 65.03% 75.84% 38.24%
Number of salaries quoted 77 129 62
Abingdon median annual salary £47,500 £50,000 £40,000
Median salary % change year-on-year -5.00% +25.00% -9.09%
10th Percentile £27,000 £31,000 £27,550
90th Percentile £61,750 £65,750 £54,875
Oxfordshire median annual salary £50,000 £46,500 £45,000
% change year-on-year +7.53% +3.33% -

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 16 February 2019.

Salary histogram for Python in Abingdon

For the 6 months to 16 February 2019, 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 32 (69.57%) Agile Software Development
2 31 (67.39%) C++
3 29 (63.04%) Java
4 25 (54.35%) SQL
5 24 (52.17%) Degree
6 23 (50.00%) Mathematics
7 22 (47.83%) Computer Science
7 22 (47.83%) Algorithms
8 20 (43.48%) Test Automation
9 19 (41.30%) Google
9 19 (41.30%) PostgreSQL
9 19 (41.30%) Data Science
10 18 (39.13%) R
10 18 (39.13%) Analytics
11 14 (30.43%) C#
12 13 (28.26%) Data Management
12 13 (28.26%) Hadoop
13 12 (26.09%) Machine Learning
14 11 (23.91%) Data Analytics
14 11 (23.91%) Data Visualisation
14 11 (23.91%) Apache Hive
14 11 (23.91%) Tableau
14 11 (23.91%) Git (software)
14 11 (23.91%) Visualisation
14 11 (23.91%) Spotfire
14 11 (23.91%) Google Analytics
14 11 (23.91%) Regression Testing
14 11 (23.91%) Delphi
14 11 (23.91%) Predictive Analysis
15 10 (21.74%) Problem-Solving

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 2 (4.35%) Apache
1 2 (4.35%) IIS
1 2 (4.35%) JBoss
1 2 (4.35%) SharePoint
1 2 (4.35%) Tomcat
Cloud Services
1 11 (23.91%) Google Analytics
2 8 (17.39%) Amazon AWS
3 7 (15.22%) Microsoft Azure
4 5 (10.87%) Cloud Computing
5 1 (2.17%) SaaS
Communications & Networking
1 6 (13.04%) Firewall
2 2 (4.35%) Kerberos
2 2 (4.35%) SSL
3 1 (2.17%) Broadband
3 1 (2.17%) DNS
Database & Business Intelligence
1 19 (41.30%) PostgreSQL
2 13 (28.26%) Hadoop
3 11 (23.91%) Apache Hive
3 11 (23.91%) Spotfire
4 9 (19.57%) Data Mining
5 4 (8.70%) GIS
6 2 (4.35%) Data Lake
6 2 (4.35%) SQL Server
7 1 (2.17%) Geospatial Data
7 1 (2.17%) Text Mining
Development Applications
1 11 (23.91%) Git (software)
2 2 (4.35%) Jenkins
3 1 (2.17%) GitLab
General
1 7 (15.22%) Manufacturing
1 7 (15.22%) Pharmaceutical
2 1 (2.17%) Games
2 1 (2.17%) Publishing
2 1 (2.17%) Telecoms
Job Titles
1 16 (34.78%) Developer
1 16 (34.78%) Python Developer
2 14 (30.43%) Graduate
3 11 (23.91%) Data Scientist
4 9 (19.57%) Test Engineer
5 8 (17.39%) Software Test Engineer
6 7 (15.22%) Graduate Test Engineer
7 5 (10.87%) Graduate Developer
7 5 (10.87%) Graduate Python Developer
7 5 (10.87%) Software Engineer
8 3 (6.52%) Architect
8 3 (6.52%) Cloud Architect
8 3 (6.52%) Software Developer
9 2 (4.35%) Agile Developer
9 2 (4.35%) Cloud Solutions Architect
9 2 (4.35%) DevOps Engineer
9 2 (4.35%) Senior Test Engineer
9 2 (4.35%) Software Team Leader
9 2 (4.35%) Solutions Architect
9 2 (4.35%) Team Leader
Libraries, Frameworks & Software Standards
1 4 (8.70%) WPF
2 2 (4.35%) LAPP Stack
2 2 (4.35%) LDAP
2 2 (4.35%) Node.js
2 2 (4.35%) REST
2 2 (4.35%) SAML
2 2 (4.35%) Web Services
3 1 (2.17%) .NET
3 1 (2.17%) Keras
3 1 (2.17%) Natural Language Processing
3 1 (2.17%) OpenNLP
3 1 (2.17%) scikit-learn
3 1 (2.17%) TensorFlow
Miscellaneous
1 22 (47.83%) Algorithms
2 7 (15.22%) Life Science
3 2 (4.35%) Fat Client
3 2 (4.35%) Thin Client
4 1 (2.17%) Greenfield Project
Operating Systems
1 10 (21.74%) Linux
2 6 (13.04%) Windows
3 2 (4.35%) Red Hat Enterprise Linux
Processes & Methodologies
1 32 (69.57%) Agile Software Development
2 23 (50.00%) Mathematics
3 22 (47.83%) Computer Science
4 20 (43.48%) Test Automation
5 19 (41.30%) Data Science
6 18 (39.13%) Analytics
7 13 (28.26%) Data Management
8 12 (26.09%) Machine Learning
9 11 (23.91%) Data Analytics
9 11 (23.91%) Data Visualisation
9 11 (23.91%) Predictive Analysis
9 11 (23.91%) Regression Testing
9 11 (23.91%) Visualisation
10 10 (21.74%) Problem-Solving
11 9 (19.57%) Software Testing
12 7 (15.22%) Applied Mathematics
12 7 (15.22%) Data Analysis
12 7 (15.22%) Statistics
13 6 (13.04%) DevOps
13 6 (13.04%) Microservices
Programming Languages
1 31 (67.39%) C++
2 29 (63.04%) Java
3 25 (54.35%) SQL
4 18 (39.13%) R
5 14 (30.43%) C#
6 11 (23.91%) Delphi
7 9 (19.57%) Bash Shell
7 9 (19.57%) C
8 7 (15.22%) JavaScript
8 7 (15.22%) MATLAB
9 2 (4.35%) PowerShell
10 1 (2.17%) Groovy
10 1 (2.17%) PHP
10 1 (2.17%) Ruby
Qualifications
1 24 (52.17%) Degree
2 10 (21.74%) Computer Science Degree
3 7 (15.22%) ISTQB
3 7 (15.22%) Master's Degree
3 7 (15.22%) PhD
System Software
1 4 (8.70%) Docker
2 2 (4.35%) Active Directory
2 2 (4.35%) Firmware
2 2 (4.35%) Hyper-V
2 2 (4.35%) VMware Infrastructure
2 2 (4.35%) XenApp
Systems Management
1 2 (4.35%) Ansible
2 1 (2.17%) Kubernetes
2 1 (2.17%) Opscode Chef
2 1 (2.17%) Puppet
Vendors
1 19 (41.30%) Google
2 11 (23.91%) Tableau
3 2 (4.35%) Oracle
3 2 (4.35%) Salesforce.com
3 2 (4.35%) VMware