Period
to 26 April 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 26 April 2018 with a comparison to the same period in the previous 2 years.

Python
Oxfordshire > Abingdon
6 months to
26 Apr 2018
Same period 2017 Same period 2016
Rank 4 14 8
Rank change year-on-year +10 -6 +32
Permanent jobs citing Python 120 26 104
As % of all permanent IT jobs advertised in Abingdon 37.27% 11.71% 24.47%
As % of the Programming Languages category 49.38% 28.89% 43.15%
Number of salaries quoted 28 9 3
Abingdon median annual salary £52,500 £42,500 £50,000
Median salary % change year-on-year +23.53% -15.00% -9.09%
10th Percentile £42,500 £30,500 £31,000
90th Percentile £76,625 £65,750 £58,000
Oxfordshire median annual salary £52,500 £47,500 £50,000
% change year-on-year +10.53% -5.00% +11.11%

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 243 90 241
As % of all permanent IT jobs advertised in Abingdon 75.47% 40.54% 56.71%
Number of salaries quoted 114 65 106
Abingdon median annual salary £40,000 £37,500 £42,500
Median salary % change year-on-year +6.67% -11.76% +6.25%
10th Percentile £30,000 £28,200 £28,125
90th Percentile £65,000 £55,000 £56,250
Oxfordshire median annual salary £47,500 £44,266 £45,000
% change year-on-year +7.31% -1.63% +12.50%

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 26 April 2018.

Salary histogram for Python in Abingdon

For the 6 months to 26 April 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.

1 100 (83.33%) Sophos
2 81 (67.50%) Problem-Solving
3 78 (65.00%) C++
4 73 (60.83%) Agile Software Development
5 72 (60.00%) Windows
6 63 (52.50%) Linux
7 62 (51.67%) Test Automation
8 59 (49.17%) Software Engineering
9 53 (44.17%) Java
10 35 (29.17%) Mentoring
11 31 (25.83%) Analytical Skills
12 29 (24.17%) Regression Testing
12 29 (24.17%) C#
12 29 (24.17%) Pair Programming
13 28 (23.33%) Amazon AWS
13 28 (23.33%) Continuous Improvement
14 27 (22.50%) PowerShell
14 27 (22.50%) Perl
15 26 (21.67%) Coaching
16 24 (20.00%) QA
17 21 (17.50%) SQL
18 19 (15.83%) Configuration Management
18 19 (15.83%) DNS
18 19 (15.83%) Continuous Integration
19 18 (15.00%) WinDbg
19 18 (15.00%) DevOps
19 18 (15.00%) JavaScript
20 17 (14.17%) Degree
21 16 (13.33%) JIRA
21 16 (13.33%) Perforce

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 (6.67%) Confluence
Business Applications
1 2 (1.67%) Dynamics CRM
Cloud Services
1 28 (23.33%) Amazon AWS
2 14 (11.67%) Microsoft Azure
3 12 (10.00%) Cloud Computing
4 1 (0.83%) Amazon EC2
4 1 (0.83%) Amazon Kinesis
4 1 (0.83%) Amazon S3
4 1 (0.83%) Amazon SQS
4 1 (0.83%) AWS CloudFormation
4 1 (0.83%) Google Cloud Platform
4 1 (0.83%) SaaS
Communications & Networking
1 19 (15.83%) DNS
2 14 (11.67%) Internet
3 11 (9.17%) HTTP
4 10 (8.33%) SSL
4 10 (8.33%) Wireshark
5 8 (6.67%) SMTP
6 5 (4.17%) Broadband
7 3 (2.50%) TCP/IP
8 1 (0.83%) DHCP
8 1 (0.83%) Firewall
8 1 (0.83%) FTP
Database & Business Intelligence
1 14 (11.67%) PostgreSQL
2 11 (9.17%) Big Data
3 10 (8.33%) NoSQL
4 8 (6.67%) Data Mining
4 8 (6.67%) MySQL
4 8 (6.67%) Relational Database
4 8 (6.67%) SQL Server
5 2 (1.67%) MongoDB
5 2 (1.67%) Power BI
6 1 (0.83%) Amazon DynamoDB
6 1 (0.83%) Amazon RDS
6 1 (0.83%) GIS
Development Applications
1 18 (15.00%) WinDbg
2 16 (13.33%) JIRA
3 15 (12.50%) Jenkins
4 11 (9.17%) Git (software)
5 9 (7.50%) Atlassian Bamboo
6 8 (6.67%) Bitbucket
6 8 (6.67%) IDA Disassembler
6 8 (6.67%) OllyDbg
6 8 (6.67%) Subversion
6 8 (6.67%) TestRail
7 4 (3.33%) GitLab
7 4 (3.33%) Selenium
General
1 6 (5.00%) Telecoms
2 4 (3.33%) Games
3 2 (1.67%) Marketing
Job Titles
1 45 (37.50%) Software Engineer
2 20 (16.67%) Developer
3 15 (12.50%) Windows Engineer
4 14 (11.67%) Python Developer
4 14 (11.67%) Server Engineer
4 14 (11.67%) Windows Server Engineer
5 13 (10.83%) DevOps Engineer
6 12 (10.00%) Senior Software Engineer
7 11 (9.17%) C++ Software Engineer
8 10 (8.33%) Development Engineer
8 10 (8.33%) Escalation Engineer
9 9 (7.50%) Cybersecurity Specialist
9 9 (7.50%) IT Security Specialist
9 9 (7.50%) Java Developer
9 9 (7.50%) Python Engineer
9 9 (7.50%) Security Specialist
9 9 (7.50%) Senior Data Warehouse Specialist
9 9 (7.50%) Senior Security Specialist
10 8 (6.67%) Software Developer
10 8 (6.67%) Systems Engineer
Libraries, Frameworks & Software Standards
1 8 (6.67%) HTML
1 8 (6.67%) Regular Expression
2 7 (5.83%) Web Services
3 5 (4.17%) REST
4 3 (2.50%) AngularJS
4 3 (2.50%) Django
5 1 (0.83%) LAMP
Miscellaneous
1 31 (25.83%) Analytical Skills
2 12 (10.00%) Security Operations Centre
3 8 (6.67%) Blog
3 8 (6.67%) Spread Betting
4 7 (5.83%) Virtual Team
5 6 (5.00%) Computer Science
6 4 (3.33%) Self-Motivation
7 3 (2.50%) Field-Programmable Gate Array
7 3 (2.50%) Verilog
7 3 (2.50%) VHDL
8 2 (1.67%) Greenfield Project
9 1 (0.83%) Biotechnology
9 1 (0.83%) Life Science
9 1 (0.83%) Management Information System
Operating Systems
1 72 (60.00%) Windows
2 63 (52.50%) Linux
3 16 (13.33%) Windows Server
4 10 (8.33%) Unix
5 2 (1.67%) Ubuntu
6 1 (0.83%) AIX
6 1 (0.83%) CentOS
6 1 (0.83%) Red Hat Enterprise Linux
6 1 (0.83%) Solaris
Processes & Methodologies
1 81 (67.50%) Problem-Solving
2 73 (60.83%) Agile Software Development
3 62 (51.67%) Test Automation
4 59 (49.17%) Software Engineering
5 35 (29.17%) Mentoring
6 29 (24.17%) Pair Programming
6 29 (24.17%) Regression Testing
7 28 (23.33%) Continuous Improvement
8 26 (21.67%) Coaching
9 19 (15.83%) Configuration Management
9 19 (15.83%) Continuous Integration
10 18 (15.00%) DevOps
11 14 (11.67%) Test Strategy
12 13 (10.83%) Open Source
13 12 (10.00%) Cybersecurity
13 12 (10.00%) Data Analysis
13 12 (10.00%) Root Cause Analysis
13 12 (10.00%) Security Operations
13 12 (10.00%) TDD
13 12 (10.00%) Workflow
Programming Languages
1 78 (65.00%) C++
2 53 (44.17%) Java
3 29 (24.17%) C#
4 27 (22.50%) Perl
4 27 (22.50%) PowerShell
5 21 (17.50%) SQL
6 18 (15.00%) JavaScript
7 13 (10.83%) Bash Shell
8 12 (10.00%) C
9 10 (8.33%) VBScript
10 3 (2.50%) PHP
11 2 (1.67%) R
Qualifications
1 17 (14.17%) Degree
2 6 (5.00%) ISTQB
3 2 (1.67%) ISTQB Advanced Certification
3 2 (1.67%) ISTQB Foundation Certification
3 2 (1.67%) PhD
4 1 (0.83%) AWS Certification
4 1 (0.83%) Computer Science Degree
Quality Assurance & Compliance
1 24 (20.00%) QA
2 10 (8.33%) SLA
3 9 (7.50%) ISO/IEC 27001
3 9 (7.50%) SSAE 16
4 2 (1.67%) Data Quality
5 1 (0.83%) GCP
System Software
1 15 (12.50%) Docker
2 8 (6.67%) Hyper-V
2 8 (6.67%) KVM
2 8 (6.67%) VirtualBox
2 8 (6.67%) VMware ESXi
3 3 (2.50%) Firmware
Systems Management
1 12 (10.00%) Ansible
2 11 (9.17%) Opscode Chef
2 11 (9.17%) Puppet
3 3 (2.50%) Kibana
3 3 (2.50%) logstash
4 2 (1.67%) Kubernetes
5 1 (0.83%) Docker Swarm
5 1 (0.83%) Rancher
5 1 (0.83%) Salt
5 1 (0.83%) Terraform
Vendors
1 100 (83.33%) Sophos
2 16 (13.33%) Perforce
3 10 (8.33%) Progress
4 8 (6.67%) Cadence
5 4 (3.33%) Salesforce.com
6 3 (2.50%) Splunk
7 1 (0.83%) Google
7 1 (0.83%) HP
7 1 (0.83%) VMware