Period
to 16 July 2018

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

Python
Oxfordshire > Oxford
6 months to
16 Jul 2018
Same period 2017 Same period 2016
Rank 5 11 11
Rank change year-on-year +6 0 +13
Permanent jobs citing Python 370 226 239
As % of all permanent IT jobs advertised in Oxford 21.20% 15.56% 16.60%
As % of the Programming Languages category 30.38% 24.62% 23.05%
Number of salaries quoted 356 206 213
Oxford median annual salary £52,500 £47,500 £55,000
Median salary % change year-on-year +10.53% -13.64% +22.22%
10th Percentile £36,500 £32,500 £35,250
90th Percentile £72,500 £84,000 £67,500
Oxfordshire median annual salary £52,500 £50,000 £55,000
% change year-on-year +5.00% -9.09% +22.22%

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 Oxford with a requirement for coding skills.

All Programming Languages
Oxford
Permanent vacancies with a requirement for coding skills 1,218 918 1,037
As % of all permanent IT jobs advertised in Oxford 69.80% 63.22% 72.01%
Number of salaries quoted 1,145 826 939
Oxford median annual salary £50,000 £42,500 £50,000
Median salary % change year-on-year +17.65% -15.00% +17.65%
10th Percentile £32,500 £30,000 £28,750
90th Percentile £72,500 £68,750 £67,550
Oxfordshire median annual salary £50,000 £44,000 £47,500
% change year-on-year +13.64% -7.37% +18.75%

Python
Job Vacancy Trend in Oxford

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

Job vacancy trend for Python in Oxford

Python
Salary Trend in Oxford

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

Salary trend for Python in Oxford

Python
Salary Histogram in Oxford

The salary distribution of IT jobs citing Python in Oxford over the 6 months to 16 July 2018.

Salary histogram for Python in Oxford

For the 6 months to 16 July 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 Oxford region with a requirement for Python.

1 166 (44.86%) C++
2 140 (37.84%) Machine Learning
3 134 (36.22%) Java
4 129 (34.86%) Software Engineering
5 102 (27.57%) JavaScript
6 101 (27.30%) Amazon AWS
7 96 (25.95%) PhD
8 95 (25.68%) Agile Software Development
9 85 (22.97%) Django
10 84 (22.70%) Artificial Intelligence
10 84 (22.70%) Computer Vision
11 77 (20.81%) Computer Science
11 77 (20.81%) Deep Learning
12 76 (20.54%) Algorithms
13 75 (20.27%) Linux
14 64 (17.30%) C
15 60 (16.22%) Natural Language Processing
16 59 (15.95%) HTML
17 58 (15.68%) Degree
18 56 (15.14%) TDD
19 54 (14.59%) C#
19 54 (14.59%) SQL
20 53 (14.32%) Bayesian Methods
21 51 (13.78%) DevOps
21 51 (13.78%) Test Automation
22 50 (13.51%) Analytics
23 49 (13.24%) Git (software)
24 48 (12.97%) CSS
25 47 (12.70%) Neural Network
25 47 (12.70%) Mathematics

Python
Co-occurring IT Skills in Oxford 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 18 (4.86%) Elasticsearch
2 16 (4.32%) Apache Spark
3 11 (2.97%) Apache
4 10 (2.70%) Confluence
5 9 (2.43%) Tomcat
6 7 (1.89%) nginx
7 6 (1.62%) Jetty
8 3 (0.81%) ArcGIS
8 3 (0.81%) Tornado
8 3 (0.81%) WebLogic
9 2 (0.54%) Apache Airflow
9 2 (0.54%) JBoss
10 1 (0.27%) Apache Solr
10 1 (0.27%) GeoServer
10 1 (0.27%) lighttpd
10 1 (0.27%) OpenStack
10 1 (0.27%) WordPress
Applications
1 7 (1.89%) Microsoft Excel
2 2 (0.54%) Microsoft Office
Cloud Services
1 101 (27.30%) Amazon AWS
2 24 (6.49%) Microsoft Azure
3 22 (5.95%) GitHub
4 14 (3.78%) Amazon SQS
5 13 (3.51%) Google Cloud Platform
6 10 (2.70%) Heroku
7 9 (2.43%) SaaS
8 6 (1.62%) Cloud Computing
9 5 (1.35%) AWS CloudFormation
9 5 (1.35%) Slack
10 2 (0.54%) Amazon CloudWatch
11 1 (0.27%) AdWords
11 1 (0.27%) Amazon EC2
11 1 (0.27%) AWS Lambda
11 1 (0.27%) Google Analytics
11 1 (0.27%) npm
11 1 (0.27%) Serverless
11 1 (0.27%) Yarn
Communications & Networking
1 7 (1.89%) Internet
2 3 (0.81%) HTTP
3 2 (0.54%) BGP
3 2 (0.54%) DNS
3 2 (0.54%) TCP/IP
4 1 (0.27%) SMS
Database & Business Intelligence
1 42 (11.35%) NoSQL
2 35 (9.46%) Big Data
3 34 (9.19%) MongoDB
4 28 (7.57%) Apache Cassandra
5 23 (6.22%) MySQL
6 21 (5.68%) Relational Database
7 19 (5.14%) PostgreSQL
8 15 (4.05%) RDBMS
9 13 (3.51%) Redis
10 12 (3.24%) SQL Server
11 10 (2.70%) Hadoop
12 7 (1.89%) GIS
13 4 (1.08%) Amazon DynamoDB
13 4 (1.08%) Couchbase
14 3 (0.81%) Geospatial Data
15 2 (0.54%) Amazon Redshift
15 2 (0.54%) BigQuery
15 2 (0.54%) Data Warehouse
15 2 (0.54%) Power BI
15 2 (0.54%) QlikView
Development Applications
1 49 (13.24%) Git (software)
2 35 (9.46%) Jenkins
3 11 (2.97%) GDB
3 11 (2.97%) GitLab
3 11 (2.97%) Selenium
4 10 (2.70%) Hudson
4 10 (2.70%) JIRA
5 6 (1.62%) Ant
6 5 (1.35%) Visual Studio
6 5 (1.35%) YouTrack
7 4 (1.08%) Mercurial
7 4 (1.08%) WebDriver
8 3 (0.81%) Cucumber
8 3 (0.81%) Robot Framework
8 3 (0.81%) Team Foundation Server
8 3 (0.81%) Vagrant
9 2 (0.54%) git-flow
9 2 (0.54%) webpack
10 1 (0.27%) gulp
10 1 (0.27%) Protractor
General
1 34 (9.19%) Retail
2 16 (4.32%) Finance
3 13 (3.51%) Games
4 10 (2.70%) Marketing
5 6 (1.62%) Aerospace
5 6 (1.62%) Automotive
6 5 (1.35%) Publishing
7 4 (1.08%) Law
7 4 (1.08%) Manufacturing
8 3 (0.81%) Military
9 2 (0.54%) Legal
10 1 (0.27%) Advertising
Job Titles
1 161 (43.51%) Developer
2 94 (25.41%) Python Developer
3 77 (20.81%) Software Engineer
4 53 (14.32%) Software Developer
5 35 (9.46%) Computer Engineer
6 34 (9.19%) Computer Vision Engineer
7 31 (8.38%) C++ Software Engineer
8 30 (8.11%) Python Engineer
9 27 (7.30%) Django Developer
9 27 (7.30%) Python/Django Developer
10 26 (7.03%) Developer/Software Engineer
11 24 (6.49%) Java Developer
12 21 (5.68%) DevOps Engineer
13 17 (4.59%) Analyst
13 17 (4.59%) C++ Developer
13 17 (4.59%) JavaScript Developer
13 17 (4.59%) Senior Developer
14 16 (4.32%) Cloud Developer
14 16 (4.32%) Graduate
14 16 (4.32%) Machine Learning Engineer
Libraries, Frameworks & Software Standards
1 85 (22.97%) Django
2 60 (16.22%) Natural Language Processing
3 59 (15.95%) HTML
4 48 (12.97%) CSS
5 45 (12.16%) TensorFlow
6 33 (8.92%) AngularJS
6 33 (8.92%) HTML5
7 26 (7.03%) React
8 24 (6.49%) Celery
8 24 (6.49%) RabbitMQ
8 24 (6.49%) RESTful
8 24 (6.49%) Ruby on Rails
9 23 (6.22%) Backbone.js
9 23 (6.22%) Web Services
10 16 (4.32%) jQuery
11 15 (4.05%) Node.js
11 15 (4.05%) XML
12 14 (3.78%) JSON
12 14 (3.78%) OpenCV
13 13 (3.51%) STL
Miscellaneous
1 77 (20.81%) Computer Science
2 76 (20.54%) Algorithms
3 34 (9.19%) Mobile App
4 21 (5.68%) Robotics
5 11 (2.97%) ASIC
5 11 (2.97%) Embedded Systems
6 10 (2.70%) Social Network
7 7 (1.89%) 3D Graphics
7 7 (1.89%) NHS
8 5 (1.35%) Public Cloud
8 5 (1.35%) Self-Motivation
8 5 (1.35%) User Experience
9 4 (1.08%) Analytical Skills
9 4 (1.08%) CUDA
10 3 (0.81%) Client/Server
10 3 (0.81%) Greenfield Project
10 3 (0.81%) Internet of Things
10 3 (0.81%) Management Information System
10 3 (0.81%) Semantic Web
10 3 (0.81%) Smart City
Operating Systems
1 75 (20.27%) Linux
2 14 (3.78%) Windows
3 11 (2.97%) Unix
4 9 (2.43%) CentOS
5 7 (1.89%) Android
5 7 (1.89%) Apple iOS
6 5 (1.35%) Robot Operating System
7 4 (1.08%) Ubuntu
8 3 (0.81%) Debian
8 3 (0.81%) Red Hat Enterprise Linux
9 1 (0.27%) Amazon Linux
9 1 (0.27%) FreeBSD
Processes & Methodologies
1 140 (37.84%) Machine Learning
2 129 (34.86%) Software Engineering
3 95 (25.68%) Agile Software Development
4 84 (22.70%) Artificial Intelligence
4 84 (22.70%) Computer Vision
5 77 (20.81%) Deep Learning
6 56 (15.14%) TDD
7 53 (14.32%) Bayesian Methods
8 51 (13.78%) DevOps
8 51 (13.78%) Test Automation
9 50 (13.51%) Analytics
10 47 (12.70%) Mathematics
10 47 (12.70%) Neural Network
11 41 (11.08%) Continuous Integration
11 41 (11.08%) Reinforcement Learning
12 39 (10.54%) Scrum
13 34 (9.19%) Data Science
14 33 (8.92%) Mentoring
15 31 (8.38%) Multithreading
16 30 (8.11%) BDD
Programming Languages
1 166 (44.86%) C++
2 134 (36.22%) Java
3 102 (27.57%) JavaScript
4 64 (17.30%) C
5 54 (14.59%) C#
5 54 (14.59%) SQL
6 42 (11.35%) Ruby
7 34 (9.19%) Bash Shell
8 26 (7.03%) Perl
9 20 (5.41%) MATLAB
9 20 (5.41%) R
10 16 (4.32%) PHP
11 15 (4.05%) Go
12 13 (3.51%) Scala
13 12 (3.24%) PowerShell
14 8 (2.16%) Shell Script
14 8 (2.16%) TypeScript
15 7 (1.89%) Fortran
15 7 (1.89%) T-SQL
16 3 (0.81%) ES6
Qualifications
1 96 (25.95%) PhD
2 58 (15.68%) Degree
3 24 (6.49%) Computer Science Degree
4 3 (0.81%) Numerate Degree
5 2 (0.54%) CISSP
6 1 (0.27%) AWS Certification
Quality Assurance & Compliance
1 31 (8.38%) QA
2 11 (2.97%) JTAG
3 5 (1.35%) Data Quality
4 3 (0.81%) ISO/IEC 27001
5 2 (0.54%) PCI DSS
System Software
1 32 (8.65%) Docker
2 11 (2.97%) Firmware
3 1 (0.27%) Apache ZooKeeper
3 1 (0.27%) HDFS
3 1 (0.27%) Postfix
3 1 (0.27%) Varnish
3 1 (0.27%) Virtual Machines
Systems Management
1 25 (6.76%) Ansible
2 22 (5.95%) Kubernetes
3 20 (5.41%) Puppet
4 16 (4.32%) Opscode Chef
5 14 (3.78%) Terraform
6 8 (2.16%) Packer
7 6 (1.62%) Salt
8 5 (1.35%) Kibana
8 5 (1.35%) logstash
9 1 (0.27%) Cacti
9 1 (0.27%) Nagios
Vendors
1 39 (10.54%) Google
2 10 (2.70%) Oracle
3 8 (2.16%) Capita
4 7 (1.89%) Microsoft
5 6 (1.62%) Sun
6 5 (1.35%) Atlassian
6 5 (1.35%) Twitter
7 2 (0.54%) ESRI
7 2 (0.54%) New Relic
7 2 (0.54%) Salesforce.com
7 2 (0.54%) Tableau
8 1 (0.27%) Juniper
8 1 (0.27%) NVIDIA