Period
to 23 June 2018

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

Python
South East > Oxfordshire
6 months to
23 Jun 2018
Same period 2017 Same period 2016
Rank 10 16 14
Rank change year-on-year +6 -2 +16
Permanent jobs citing Python 526 315 462
As % of all permanent IT jobs advertised in Oxfordshire 17.43% 11.44% 15.11%
As % of the Programming Languages category 25.83% 19.24% 23.09%
Number of salaries quoted 473 277 295
Oxfordshire median annual salary £52,500 £49,000 £55,000
Median salary % change year-on-year +7.14% -10.91% +22.22%
10th Percentile £36,500 £32,500 £30,000
90th Percentile £72,500 £79,250 £75,000
South East median annual salary £50,000 £47,500 £48,250
% change year-on-year +5.26% -1.55% +7.22%

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 Oxfordshire with a requirement for coding skills.

All Programming Languages
Oxfordshire
Permanent vacancies with a requirement for coding skills 2,036 1,637 2,001
As % of all permanent IT jobs advertised in Oxfordshire 67.46% 59.44% 65.43%
Number of salaries quoted 1,836 1,464 1,667
Oxfordshire median annual salary £47,500 £42,500 £45,000
Median salary % change year-on-year +11.76% -5.56% +12.50%
10th Percentile £30,000 £27,500 £27,500
90th Percentile £71,250 £67,500 £67,500
South East median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% -

Python
Job Vacancy Trend in Oxfordshire

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

Job vacancy trend for Python in Oxfordshire

Python
Salary Trend in Oxfordshire

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

Salary trend for Python in Oxfordshire

Python
Salary Histogram in Oxfordshire

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

Salary histogram for Python in Oxfordshire

Python
Job Locations in Oxfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Python within the Oxfordshire region over the 6 months to 23 June 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Oxford +4 346 £52,500 +16.67% 74
Abingdon +6 38 £48,750 -2.50% 9
Witney - 15 £47,500 - 5
Henley-on-Thames - 8 £37,500 -
Banbury +4 2 £36,250 -48.21%
Kidlington -6 2 £66,000 -21.43% 3
Thame -14 2 £55,000 - 3
Wallingford -13 1 £43,500 +16.00% 1
Python
South East

For the 6 months to 23 June 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 Oxfordshire region with a requirement for Python.

1 221 (42.02%) C++
2 210 (39.92%) Java
3 176 (33.46%) Software Engineering
4 169 (32.13%) JavaScript
5 161 (30.61%) Agile Software Development
6 156 (29.66%) Machine Learning
7 140 (26.62%) Amazon AWS
8 137 (26.05%) Linux
9 125 (23.76%) SQL
10 108 (20.53%) PhD
11 91 (17.30%) Computer Science
11 91 (17.30%) Django
12 90 (17.11%) Analytics
13 82 (15.59%) Mathematics
14 81 (15.40%) Degree
15 80 (15.21%) Test Automation
15 80 (15.21%) HTML
16 78 (14.83%) Artificial Intelligence
16 78 (14.83%) Deep Learning
16 78 (14.83%) Algorithms
17 73 (13.88%) Computer Vision
18 67 (12.74%) C
18 67 (12.74%) CSS
19 64 (12.17%) Data Science
20 62 (11.79%) TDD
21 61 (11.60%) Problem-Solving
22 60 (11.41%) Mentoring
22 60 (11.41%) Data Analysis
22 60 (11.41%) Git (software)
23 59 (11.22%) NoSQL

Python
Co-occurring IT Skills in Oxfordshire 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 22 (4.18%) Confluence
2 20 (3.80%) Apache Spark
3 11 (2.09%) Apache
4 9 (1.71%) Elasticsearch
5 8 (1.52%) nginx
5 8 (1.52%) Tomcat
6 5 (0.95%) Jetty
7 4 (0.76%) Apache Solr
7 4 (0.76%) ArcGIS
8 3 (0.57%) Tornado
9 2 (0.38%) Apache Airflow
9 2 (0.38%) Drupal
9 2 (0.38%) OpenStack
10 1 (0.19%) lighttpd
10 1 (0.19%) WebLogic
10 1 (0.19%) WordPress
Applications
1 14 (2.66%) Microsoft Excel
2 2 (0.38%) Microsoft Office
2 2 (0.38%) MS Visio
Cloud Services
1 140 (26.62%) Amazon AWS
2 27 (5.13%) Microsoft Azure
3 23 (4.37%) GitHub
4 13 (2.47%) Google Cloud Platform
5 12 (2.28%) Amazon SQS
6 10 (1.90%) Heroku
6 10 (1.90%) SaaS
7 9 (1.71%) AdWords
7 9 (1.71%) Cloud Computing
7 9 (1.71%) Google Analytics
8 5 (0.95%) Slack
9 4 (0.76%) AWS Lambda
9 4 (0.76%) Serverless
10 3 (0.57%) Akamai
10 3 (0.57%) Amazon EC2
10 3 (0.57%) Amazon EMR
10 3 (0.57%) AWS CloudFormation
11 2 (0.38%) Amazon CloudWatch
11 2 (0.38%) Cloudflare
12 1 (0.19%) Yarn
Communications & Networking
1 10 (1.90%) Internet
2 7 (1.33%) DNS
3 6 (1.14%) HTTP
4 3 (0.57%) BGP
4 3 (0.57%) SSL
4 3 (0.57%) TCP/IP
5 2 (0.38%) SMTP
5 2 (0.38%) Wireshark
6 1 (0.19%) Firewall
6 1 (0.19%) SMS
Database & Business Intelligence
1 59 (11.22%) NoSQL
2 55 (10.46%) Big Data
3 48 (9.13%) Relational Database
4 47 (8.94%) MySQL
5 42 (7.98%) MongoDB
6 35 (6.65%) Apache Cassandra
6 35 (6.65%) PostgreSQL
7 31 (5.89%) RDBMS
8 22 (4.18%) SQL Server
9 16 (3.04%) Hadoop
10 14 (2.66%) Redis
11 13 (2.47%) GIS
12 8 (1.52%) Data Warehouse
13 6 (1.14%) Apache Hive
14 5 (0.95%) Geospatial Data
15 4 (0.76%) Couchbase
15 4 (0.76%) Data Mining
16 3 (0.57%) Amazon DynamoDB
17 2 (0.38%) Bigtable
17 2 (0.38%) CouchDB
Development Applications
1 60 (11.41%) Git (software)
2 50 (9.51%) Jenkins
3 32 (6.08%) JIRA
4 25 (4.75%) Selenium
5 11 (2.09%) GDB
6 9 (1.71%) GitLab
6 9 (1.71%) Subversion
7 8 (1.52%) Cucumber
7 8 (1.52%) Hudson
8 7 (1.33%) Visual Studio
9 5 (0.95%) Ant
9 5 (0.95%) Bitbucket
9 5 (0.95%) YouTrack
10 4 (0.76%) JUnit
10 4 (0.76%) WebDriver
10 4 (0.76%) webpack
10 4 (0.76%) WinDbg
11 3 (0.57%) Mercurial
11 3 (0.57%) SoapUI
11 3 (0.57%) Team Foundation Server
General
1 31 (5.89%) Retail
2 30 (5.70%) Finance
3 19 (3.61%) Marketing
4 18 (3.42%) Publishing
5 17 (3.23%) Games
6 9 (1.71%) Advertising
7 4 (0.76%) Aerospace
7 4 (0.76%) Automotive
7 4 (0.76%) Law
8 3 (0.57%) Legal
8 3 (0.57%) Military
8 3 (0.57%) Pharmaceutical
9 2 (0.38%) Manufacturing
10 1 (0.19%) Banking
10 1 (0.19%) Electronics
10 1 (0.19%) Telecoms
Job Titles
1 198 (37.64%) Developer
2 113 (21.48%) Software Engineer
3 104 (19.77%) Python Developer
4 49 (9.32%) Analyst
5 45 (8.56%) Software Developer
6 41 (7.79%) Java Developer
7 36 (6.84%) Python Engineer
8 35 (6.65%) C++ Software Engineer
9 33 (6.27%) Computer Engineer
9 33 (6.27%) Senior Software Engineer
10 30 (5.70%) Computer Vision Engineer
11 25 (4.75%) Django Developer
11 25 (4.75%) Python/Django Developer
12 22 (4.18%) Senior Developer
13 21 (3.99%) Developer/Software Engineer
13 21 (3.99%) DevOps Engineer
14 20 (3.80%) Python Software Engineer
15 19 (3.61%) Data Analyst
15 19 (3.61%) Data Scientist
16 18 (3.42%) Cloud Developer
Libraries, Frameworks & Software Standards
1 91 (17.30%) Django
2 80 (15.21%) HTML
3 67 (12.74%) CSS
4 57 (10.84%) Natural Language Processing
5 41 (7.79%) AngularJS
6 40 (7.60%) TensorFlow
7 37 (7.03%) HTML5
8 34 (6.46%) jQuery
8 34 (6.46%) Web Services
9 28 (5.32%) Node.js
9 28 (5.32%) React
10 27 (5.13%) RabbitMQ
11 25 (4.75%) RESTful
12 22 (4.18%) Celery
12 22 (4.18%) Ruby on Rails
13 21 (3.99%) Spring
14 19 (3.61%) Backbone.js
14 19 (3.61%) J2EE
14 19 (3.61%) J2SE
14 19 (3.61%) Spring Boot
Miscellaneous
1 91 (17.30%) Computer Science
2 78 (14.83%) Algorithms
3 34 (6.46%) Mobile App
4 19 (3.61%) Robotics
5 14 (2.66%) Analytical Skills
6 12 (2.28%) Self-Motivation
7 11 (2.09%) ASIC
7 11 (2.09%) Embedded Systems
8 10 (1.90%) Social Network
9 8 (1.52%) Fintech
9 8 (1.52%) User Experience
10 7 (1.33%) 3D Graphics
10 7 (1.33%) Data Structures
11 6 (1.14%) CUDA
11 6 (1.14%) NHS
11 6 (1.14%) Public Cloud
12 5 (0.95%) Client/Server
13 4 (0.76%) Greenfield Project
13 4 (0.76%) Management Information System
14 3 (0.57%) Internet of Things
Operating Systems
1 137 (26.05%) Linux
2 33 (6.27%) Windows
3 25 (4.75%) Unix
4 9 (1.71%) CentOS
5 6 (1.14%) Android
5 6 (1.14%) Apple iOS
5 6 (1.14%) Robot Operating System
5 6 (1.14%) Ubuntu
6 5 (0.95%) Windows Server
7 3 (0.57%) Debian
8 1 (0.19%) Amazon Linux
8 1 (0.19%) FreeBSD
8 1 (0.19%) Red Hat Enterprise Linux
8 1 (0.19%) Windows 10
Processes & Methodologies
1 176 (33.46%) Software Engineering
2 161 (30.61%) Agile Software Development
3 156 (29.66%) Machine Learning
4 90 (17.11%) Analytics
5 82 (15.59%) Mathematics
6 80 (15.21%) Test Automation
7 78 (14.83%) Artificial Intelligence
7 78 (14.83%) Deep Learning
8 73 (13.88%) Computer Vision
9 64 (12.17%) Data Science
10 62 (11.79%) TDD
11 61 (11.60%) Problem-Solving
12 60 (11.41%) Data Analysis
12 60 (11.41%) Mentoring
13 59 (11.22%) DevOps
14 55 (10.46%) Continuous Integration
15 54 (10.27%) Scrum
16 48 (9.13%) Bayesian Methods
17 47 (8.94%) Neural Network
18 42 (7.98%) SDLC
Programming Languages
1 221 (42.02%) C++
2 210 (39.92%) Java
3 169 (32.13%) JavaScript
4 125 (23.76%) SQL
5 67 (12.74%) C
6 54 (10.27%) C#
7 51 (9.70%) Bash Shell
8 46 (8.75%) R
8 46 (8.75%) Ruby
9 43 (8.17%) MATLAB
10 39 (7.41%) Perl
11 31 (5.89%) PHP
12 22 (4.18%) PowerShell
13 18 (3.42%) Scala
14 9 (1.71%) Julia
15 7 (1.33%) Fortran
15 7 (1.33%) T-SQL
15 7 (1.33%) TypeScript
16 6 (1.14%) Go
16 6 (1.14%) PL/SQL
Qualifications
1 108 (20.53%) PhD
2 81 (15.40%) Degree
3 25 (4.75%) Computer Science Degree
4 8 (1.52%) ISTQB
5 3 (0.57%) CISSP
5 3 (0.57%) Numerate Degree
6 1 (0.19%) AWS Certification
6 1 (0.19%) CCNP
6 1 (0.19%) Cisco Certification
6 1 (0.19%) ISTQB Foundation Certification
6 1 (0.19%) Master's Degree
Quality Assurance & Compliance
1 43 (8.17%) QA
2 11 (2.09%) JTAG
3 5 (0.95%) Data Quality
3 5 (0.95%) ISO/IEC 27001
4 3 (0.57%) GCP
5 2 (0.38%) PCI DSS
5 2 (0.38%) SLA
5 2 (0.38%) SSAE 16
System Software
1 28 (5.32%) Docker
2 11 (2.09%) Firmware
3 3 (0.57%) VirtualBox
4 2 (0.38%) Apache ZooKeeper
4 2 (0.38%) Hyper-V
4 2 (0.38%) KVM
4 2 (0.38%) Virtual Machines
4 2 (0.38%) VMware ESXi
5 1 (0.19%) HDFS
5 1 (0.19%) Postfix
5 1 (0.19%) Varnish
5 1 (0.19%) VMware Infrastructure
5 1 (0.19%) Xen
Systems Management
1 26 (4.94%) Ansible
2 25 (4.75%) Opscode Chef
3 24 (4.56%) Terraform
4 23 (4.37%) Puppet
5 15 (2.85%) Kubernetes
6 5 (0.95%) Packer
6 5 (0.95%) Salt
7 2 (0.38%) Docker Swarm
7 2 (0.38%) Kibana
7 2 (0.38%) logstash
7 2 (0.38%) SCCM
7 2 (0.38%) SCOM
8 1 (0.19%) Cacti
8 1 (0.19%) CFEngine
8 1 (0.19%) Nagios
Vendors
1 55 (10.46%) Google
2 25 (4.75%) Sun
3 23 (4.37%) Sophos
4 17 (3.23%) Oracle
5 13 (2.47%) Microsoft
6 7 (1.33%) Capita
7 6 (1.14%) Atlassian
8 5 (0.95%) New Relic
8 5 (0.95%) Perforce
8 5 (0.95%) Twitter
9 4 (0.76%) ESRI
9 4 (0.76%) Salesforce.com
9 4 (0.76%) Tableau
10 3 (0.57%) Splunk
11 2 (0.38%) Cadence
11 2 (0.38%) CommVault
11 2 (0.38%) Progress
11 2 (0.38%) Red Hat
11 2 (0.38%) SolarWinds
11 2 (0.38%) Talend