Period
to 20 November 2017

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 20 November 2017 with a comparison to the same period in the previous 2 years.

Python
Oxfordshire > Abingdon
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 3 12 12
Rank change year-on-year +9 0 +41
Permanent jobs citing Python 116 61 36
As % of all permanent IT jobs advertised in Abingdon 37.06% 15.72% 12.46%
As % of the Programming Languages category 51.56% 31.61% 21.56%
Number of salaries quoted 49 11 7
Abingdon median annual salary £55,000 £47,500 £42,000
Median salary % change year-on-year +15.79% +13.10% -6.67%
10th Percentile £46,000 £27,500 £29,900
90th Percentile £73,750 £48,750 £52,112
Oxfordshire median annual salary £52,500 £50,000 £44,353
% change year-on-year +5.00% +12.73% +10.88%

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 225 193 167
As % of all permanent IT jobs advertised in Abingdon 71.88% 49.74% 57.79%
Number of salaries quoted 118 100 132
Abingdon median annual salary £52,500 £40,000 £40,000
Median salary % change year-on-year +31.25% - +6.67%
10th Percentile £31,250 £24,850 £25,800
90th Percentile £67,500 £60,000 £57,500
Oxfordshire median annual salary £47,500 £45,250 £42,500
% change year-on-year +4.97% +6.47% +6.25%

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 20 November 2017.

Salary histogram for Python in Abingdon

For the 6 months to 20 November 2017, IT jobs citing Python also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Abingdon region with a requirement for Python.

1 77 (66.38%) C++
2 69 (59.48%) Sophos
3 68 (58.62%) Agile Software Development
4 59 (50.86%) Linux
5 58 (50.00%) Software Engineering
6 54 (46.55%) Java
7 51 (43.97%) Windows
8 48 (41.38%) Test Automation
9 43 (37.07%) C#
10 36 (31.03%) Mentoring
11 29 (25.00%) Docker
12 28 (24.14%) Pair Programming
13 26 (22.41%) JavaScript
14 25 (21.55%) Regression Testing
14 25 (21.55%) Coaching
14 25 (21.55%) Amazon AWS
15 24 (20.69%) QA
16 23 (19.83%) Continuous Improvement
17 21 (18.10%) NoSQL
18 20 (17.24%) Bash Shell
18 20 (17.24%) DevOps
19 19 (16.38%) Continuous Integration
20 18 (15.52%) Big Data
20 18 (15.52%) Analytics
21 17 (14.66%) Degree
21 17 (14.66%) Perl
21 17 (14.66%) HTML
22 16 (13.79%) TDD
22 16 (13.79%) JIRA
23 15 (12.93%) Git (software)

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 12 (10.34%) Confluence
2 9 (7.76%) Elasticsearch
3 4 (3.45%) FileNet
Cloud Services
1 25 (21.55%) Amazon AWS
2 5 (4.31%) Cloud Computing
2 5 (4.31%) Microsoft Azure
3 4 (3.45%) Amazon EC2
3 4 (3.45%) Amazon Kinesis
3 4 (3.45%) Amazon S3
3 4 (3.45%) Amazon SQS
3 4 (3.45%) AWS CloudFormation
3 4 (3.45%) IBM Blueworks
3 4 (3.45%) SaaS
4 3 (2.59%) OpenShift
Communications & Networking
1 13 (11.21%) DNS
2 12 (10.34%) Internet
3 10 (8.62%) Broadband
4 7 (6.03%) Network Security
5 5 (4.31%) HTTP
5 5 (4.31%) SSL
5 5 (4.31%) Wireshark
6 4 (3.45%) DHCP
6 4 (3.45%) SMTP
6 4 (3.45%) TCP/IP
6 4 (3.45%) Wireless
7 3 (2.59%) IPv4
7 3 (2.59%) IPv6
8 1 (0.86%) Ethernet
8 1 (0.86%) Firewall
8 1 (0.86%) Modbus
8 1 (0.86%) VLAN
8 1 (0.86%) Wi-Fi
Database & Business Intelligence
1 21 (18.10%) NoSQL
2 18 (15.52%) Big Data
3 15 (12.93%) PostgreSQL
4 11 (9.48%) MySQL
5 9 (7.76%) Amazon DynamoDB
6 8 (6.90%) MongoDB
6 8 (6.90%) SQL Server
7 5 (4.31%) Data Mining
8 4 (3.45%) Amazon RDS
8 4 (3.45%) Data Warehouse
8 4 (3.45%) Relational Database
9 3 (2.59%) GIS
9 3 (2.59%) InfluxDB
10 1 (0.86%) Hadoop
Development Applications
1 16 (13.79%) JIRA
2 15 (12.93%) Git (software)
3 11 (9.48%) Jenkins
4 9 (7.76%) Mocha
4 9 (7.76%) WinDbg
5 8 (6.90%) GitLab
6 7 (6.03%) Subversion
7 5 (4.31%) Atlassian Bamboo
7 5 (4.31%) TestRail
8 4 (3.45%) Bitbucket
8 4 (3.45%) IDA Disassembler
8 4 (3.45%) OllyDbg
9 1 (0.86%) TestLink
General
1 7 (6.03%) Games
2 4 (3.45%) Back Office
2 4 (3.45%) Banking
2 4 (3.45%) Cantonese Language
2 4 (3.45%) Finance
2 4 (3.45%) Marketing
2 4 (3.45%) Retail
2 4 (3.45%) Retail Banking
2 4 (3.45%) Telecoms
Job Titles
1 41 (35.34%) Software Engineer
2 33 (28.45%) Developer
3 16 (13.79%) C++ Software Engineer
4 13 (11.21%) Full Stack Developer
4 13 (11.21%) Python Developer
4 13 (11.21%) Senior Developer
5 11 (9.48%) Windows Engineer
6 9 (7.76%) DevOps Engineer
6 9 (7.76%) Senior Software Engineer
7 8 (6.90%) Senior Python Developer
7 8 (6.90%) Systems Engineer
8 7 (6.03%) Automation Engineer
8 7 (6.03%) Linux Engineer
8 7 (6.03%) Server Engineer
8 7 (6.03%) Windows Server Engineer
9 6 (5.17%) Developer/Software Engineer
9 6 (5.17%) Embedded Engineer
9 6 (5.17%) Embedded Software Engineer
9 6 (5.17%) Principal Software Engineer
9 6 (5.17%) Senior Software Developer
Libraries, Frameworks & Software Standards
1 17 (14.66%) HTML
2 13 (11.21%) AngularJS
2 13 (11.21%) Web Services
3 9 (7.76%) CSS
3 9 (7.76%) Node.js
3 9 (7.76%) React
4 8 (6.90%) Django
4 8 (6.90%) REST
5 5 (4.31%) MEAN Stack
6 4 (3.45%) Nutch
6 4 (3.45%) Regular Expression
6 4 (3.45%) Spring
7 1 (0.86%) LAMP
7 1 (0.86%) POSIX
7 1 (0.86%) Qt
Miscellaneous
1 13 (11.21%) Analytical Skills
1 13 (11.21%) Greenfield Project
2 11 (9.48%) Computer Science
3 8 (6.90%) Security Operations Centre
3 8 (6.90%) Virtual Team
4 6 (5.17%) Field-Programmable Gate Array
4 6 (5.17%) Verilog
4 6 (5.17%) VHDL
5 4 (3.45%) AS400
5 4 (3.45%) Blog
5 4 (3.45%) Management Information System
5 4 (3.45%) Spread Betting
5 4 (3.45%) User Experience
6 3 (2.59%) Replication
7 1 (0.86%) Algorithms
Operating Systems
1 59 (50.86%) Linux
2 51 (43.97%) Windows
3 15 (12.93%) Unix
4 13 (11.21%) Windows Server
5 7 (6.03%) AIX
5 7 (6.03%) Solaris
6 4 (3.45%) CentOS
7 1 (0.86%) Embedded Linux
Processes & Methodologies
1 68 (58.62%) Agile Software Development
2 58 (50.00%) Software Engineering
3 48 (41.38%) Test Automation
4 36 (31.03%) Mentoring
5 28 (24.14%) Pair Programming
6 25 (21.55%) Coaching
6 25 (21.55%) Regression Testing
7 23 (19.83%) Continuous Improvement
8 20 (17.24%) DevOps
9 19 (16.38%) Continuous Integration
10 18 (15.52%) Analytics
11 16 (13.79%) TDD
12 15 (12.93%) Configuration Management
13 13 (11.21%) Data Analytics
13 13 (11.21%) Open Source
14 12 (10.34%) Integration Testing
15 11 (9.48%) User Stories
15 11 (9.48%) Workflow
16 10 (8.62%) Acceptance Criteria
17 9 (7.76%) Big Data Analytics
Programming Languages
1 77 (66.38%) C++
2 54 (46.55%) Java
3 43 (37.07%) C#
4 26 (22.41%) JavaScript
5 20 (17.24%) Bash Shell
6 17 (14.66%) Perl
7 14 (12.07%) C
8 13 (11.21%) Go
8 13 (11.21%) PowerShell
9 12 (10.34%) SQL
10 9 (7.76%) PHP
11 5 (4.31%) Scala
11 5 (4.31%) VBScript
12 4 (3.45%) Groovy
12 4 (3.45%) Ruby
12 4 (3.45%) Rust
12 4 (3.45%) TypeScript
13 1 (0.86%) MATLAB
13 1 (0.86%) R
Qualifications
1 17 (14.66%) Degree
2 4 (3.45%) Computer Science Degree
3 3 (2.59%) ISTQB
3 3 (2.59%) ISTQB Advanced Certification
3 3 (2.59%) ISTQB Foundation Certification
4 2 (1.72%) PhD
5 1 (0.86%) CCNA
5 1 (0.86%) Cisco Certification
Quality Assurance & Compliance
1 24 (20.69%) QA
2 5 (4.31%) SLA
3 4 (3.45%) ISO/IEC 27001
3 4 (3.45%) SSAE 16
System Software
1 29 (25.00%) Docker
2 6 (5.17%) Firmware
3 5 (4.31%) Hyper-V
3 5 (4.31%) VMware ESXi
4 4 (3.45%) KVM
4 4 (3.45%) VirtualBox
5 1 (0.86%) VMware Infrastructure
Systems Management
1 9 (7.76%) Ansible
2 8 (6.90%) Kibana
2 8 (6.90%) Opscode Chef
2 8 (6.90%) Puppet
3 4 (3.45%) logstash
3 4 (3.45%) Terraform
Vendors
1 69 (59.48%) Sophos
2 10 (8.62%) Salesforce.com
3 8 (6.90%) Perforce
3 8 (6.90%) Splunk
4 7 (6.03%) HP
5 5 (4.31%) Progress
6 4 (3.45%) Cadence
6 4 (3.45%) IBM
6 4 (3.45%) Oracle
6 4 (3.45%) Tableau
7 2 (1.72%) VMware
8 1 (0.86%) Apple
8 1 (0.86%) Google
8 1 (0.86%) Red Hat