Period
to 23 April 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 23 April 2018 with a comparison to the same period in the previous 2 years.

Python
Oxfordshire > Oxford
6 months to
23 Apr 2018
Same period 2017 Same period 2016
Rank 5 12 14
Rank change year-on-year +7 +2 +5
Permanent jobs citing Python 343 192 241
As % of all permanent IT jobs advertised in Oxford 21.25% 14.16% 16.76%
As % of the Programming Languages category 31.30% 22.64% 24.49%
Number of salaries quoted 318 172 225
Oxford median annual salary £52,500 £45,000 £50,000
Median salary % change year-on-year +16.67% -10.00% +11.11%
10th Percentile £36,250 £32,500 £37,500
90th Percentile £72,500 £69,750 £70,000
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 Oxford with a requirement for coding skills.

All Programming Languages
Oxford
Permanent vacancies with a requirement for coding skills 1,096 848 984
As % of all permanent IT jobs advertised in Oxford 67.91% 62.54% 68.43%
Number of salaries quoted 1,028 764 879
Oxford median annual salary £50,000 £42,500 £47,250
Median salary % change year-on-year +17.65% -10.05% +11.18%
10th Percentile £31,250 £30,000 £30,000
90th Percentile £72,500 £65,000 £65,000
Oxfordshire median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +12.50%

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 23 April 2018.

Salary histogram for Python in Oxford

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

1 166 (48.40%) C++
2 138 (40.23%) Software Engineering
3 130 (37.90%) Java
4 118 (34.40%) Amazon AWS
5 112 (32.65%) Agile Software Development
6 111 (32.36%) JavaScript
7 110 (32.07%) Machine Learning
8 87 (25.36%) Computer Science
9 84 (24.49%) PhD
10 77 (22.45%) Algorithms
11 74 (21.57%) Degree
12 72 (20.99%) Mathematics
13 61 (17.78%) SQL
13 61 (17.78%) Linux
14 58 (16.91%) Artificial Intelligence
15 57 (16.62%) Deep Learning
16 55 (16.03%) Git (software)
17 53 (15.45%) Django
18 50 (14.58%) TDD
19 49 (14.29%) HTML
19 49 (14.29%) Continuous Integration
20 48 (13.99%) C#
21 47 (13.70%) Test Automation
21 47 (13.70%) Computer Vision
22 44 (12.83%) Natural Language Processing
22 44 (12.83%) Windows
22 44 (12.83%) Neural Network
23 43 (12.54%) Physics
23 43 (12.54%) C
24 42 (12.24%) Big Data

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 15 (4.37%) Confluence
2 12 (3.50%) nginx
3 11 (3.21%) Apache
4 5 (1.46%) Apache Spark
4 5 (1.46%) Elasticsearch
4 5 (1.46%) Tomcat
5 4 (1.17%) Jetty
6 2 (0.58%) Apache Airflow
6 2 (0.58%) Apache Solr
6 2 (0.58%) lighttpd
6 2 (0.58%) Tornado
7 1 (0.29%) DNN
7 1 (0.29%) GeoServer
7 1 (0.29%) OpenStack
Applications
1 5 (1.46%) Microsoft Excel
Cloud Services
1 118 (34.40%) Amazon AWS
2 17 (4.96%) Microsoft Azure
3 15 (4.37%) SaaS
4 14 (4.08%) GitHub
5 9 (2.62%) Amazon SQS
5 9 (2.62%) Google Cloud Platform
6 7 (2.04%) Heroku
7 4 (1.17%) AWS Lambda
7 4 (1.17%) Serverless
8 3 (0.87%) Akamai
8 3 (0.87%) Slack
9 2 (0.58%) Amazon EC2
9 2 (0.58%) AWS Elastic Beanstalk
9 2 (0.58%) Cloud Computing
10 1 (0.29%) AdWords
10 1 (0.29%) Amazon EMR
10 1 (0.29%) Amazon S3
10 1 (0.29%) AWS CloudFormation
10 1 (0.29%) Azure Data Factory
10 1 (0.29%) Google Analytics
Communications & Networking
1 4 (1.17%) Firewall
1 4 (1.17%) Internet
1 4 (1.17%) SSL
2 3 (0.87%) BGP
3 2 (0.58%) Cisco IOS
3 2 (0.58%) HTTP
3 2 (0.58%) IPsec
3 2 (0.58%) Junos
3 2 (0.58%) Network Security
3 2 (0.58%) OpenVPN
3 2 (0.58%) OSPF
3 2 (0.58%) SSH
3 2 (0.58%) VLAN
4 1 (0.29%) DNS
4 1 (0.29%) SMS
4 1 (0.29%) VPN
Database & Business Intelligence
1 42 (12.24%) Big Data
2 27 (7.87%) NoSQL
3 24 (7.00%) PostgreSQL
4 20 (5.83%) MongoDB
5 16 (4.66%) Relational Database
6 12 (3.50%) Apache Cassandra
7 11 (3.21%) MySQL
7 11 (3.21%) RDBMS
7 11 (3.21%) Redis
8 5 (1.46%) Hadoop
8 5 (1.46%) SQL Server
9 4 (1.17%) Amazon DynamoDB
10 3 (0.87%) GIS
11 2 (0.58%) Amazon Redshift
11 2 (0.58%) BigQuery
11 2 (0.58%) Data Mining
11 2 (0.58%) Data Warehouse
11 2 (0.58%) MariaDB
12 1 (0.29%) Amazon RDS
12 1 (0.29%) HDInsight
Development Applications
1 55 (16.03%) Git (software)
2 33 (9.62%) Jenkins
3 20 (5.83%) Selenium
4 19 (5.54%) JIRA
4 19 (5.54%) Visual Studio
5 9 (2.62%) GDB
6 7 (2.04%) Cucumber
7 6 (1.75%) SoapUI
8 5 (1.46%) Hudson
8 5 (1.46%) JUnit
8 5 (1.46%) Maven
9 4 (1.17%) GitLab
9 4 (1.17%) webpack
9 4 (1.17%) YouTrack
10 3 (0.87%) Bitbucket
10 3 (0.87%) Mocha
10 3 (0.87%) WebDriver
11 2 (0.58%) Robot Framework
11 2 (0.58%) Subversion
11 2 (0.58%) Vagrant
General
1 19 (5.54%) Retail
2 16 (4.66%) Finance
3 14 (4.08%) Games
4 10 (2.92%) Automotive
5 8 (2.33%) Marketing
6 7 (2.04%) Publishing
7 4 (1.17%) Military
8 3 (0.87%) Banking
9 2 (0.58%) Law
9 2 (0.58%) Telecoms
10 1 (0.29%) Advertising
Job Titles
1 128 (37.32%) Developer
2 88 (25.66%) Software Engineer
3 66 (19.24%) Python Developer
4 51 (14.87%) C++ Software Engineer
5 30 (8.75%) Software Developer
6 27 (7.87%) Java Developer
7 23 (6.71%) Senior Software Engineer
8 21 (6.12%) Senior Developer
9 20 (5.83%) Computer Engineer
9 20 (5.83%) JavaScript Developer
10 19 (5.54%) Computer Vision Engineer
10 19 (5.54%) Django Developer
10 19 (5.54%) Python/Django Developer
11 18 (5.25%) Machine Learning Researcher
12 17 (4.96%) Graduate
12 17 (4.96%) Java Engineer
13 16 (4.66%) Analyst
13 16 (4.66%) DevOps Engineer
14 14 (4.08%) Cloud Developer
14 14 (4.08%) Senior C++ Software Engineer
Libraries, Frameworks & Software Standards
1 53 (15.45%) Django
2 49 (14.29%) HTML
3 44 (12.83%) Natural Language Processing
4 41 (11.95%) CSS
5 39 (11.37%) Qt
6 33 (9.62%) AngularJS
7 29 (8.45%) TensorFlow
8 28 (8.16%) React
9 26 (7.58%) MFC
10 24 (7.00%) HTML5
10 24 (7.00%) Node.js
11 23 (6.71%) XML
12 18 (5.25%) RESTful
12 18 (5.25%) Ruby on Rails
12 18 (5.25%) Web Services
13 17 (4.96%) Flask
13 17 (4.96%) J2EE
13 17 (4.96%) J2SE
13 17 (4.96%) OpenGL
14 16 (4.66%) WinForms
Miscellaneous
1 87 (25.36%) Computer Science
2 77 (22.45%) Algorithms
3 30 (8.75%) CUDA
4 24 (7.00%) Mobile App
5 19 (5.54%) User Experience
6 17 (4.96%) Self-Motivation
7 13 (3.79%) Client/Server
8 12 (3.50%) Robotics
9 9 (2.62%) ASIC
9 9 (2.62%) Embedded Systems
10 7 (2.04%) 3D Graphics
10 7 (2.04%) Fintech
10 7 (2.04%) Social Network
11 3 (0.87%) Internet of Things
11 3 (0.87%) Management Information System
11 3 (0.87%) Public Cloud
11 3 (0.87%) Semantic Web
12 2 (0.58%) Replication
13 1 (0.29%) Analytical Skills
13 1 (0.29%) PACS
Operating Systems
1 61 (17.78%) Linux
2 44 (12.83%) Windows
3 17 (4.96%) Unix
4 15 (4.37%) CentOS
5 6 (1.75%) Robot Operating System
6 5 (1.46%) Android
6 5 (1.46%) Apple iOS
6 5 (1.46%) Debian
7 2 (0.58%) FreeBSD
8 1 (0.29%) Ubuntu
Processes & Methodologies
1 138 (40.23%) Software Engineering
2 112 (32.65%) Agile Software Development
3 110 (32.07%) Machine Learning
4 72 (20.99%) Mathematics
5 58 (16.91%) Artificial Intelligence
6 57 (16.62%) Deep Learning
7 50 (14.58%) TDD
8 49 (14.29%) Continuous Integration
9 47 (13.70%) Computer Vision
9 47 (13.70%) Test Automation
10 44 (12.83%) Neural Network
11 43 (12.54%) Physics
12 41 (11.95%) DevOps
13 37 (10.79%) Bayesian Methods
14 35 (10.20%) Multithreading
15 33 (9.62%) Analytics
15 33 (9.62%) Scrum
16 29 (8.45%) Data Analysis
16 29 (8.45%) Mentoring
17 27 (7.87%) OO
Programming Languages
1 166 (48.40%) C++
2 130 (37.90%) Java
3 111 (32.36%) JavaScript
4 61 (17.78%) SQL
5 48 (13.99%) C#
6 43 (12.54%) C
7 31 (9.04%) R
7 31 (9.04%) Ruby
8 27 (7.87%) MATLAB
9 25 (7.29%) Bash Shell
10 22 (6.41%) Perl
11 19 (5.54%) PHP
12 13 (3.79%) Scala
13 11 (3.21%) Julia
14 8 (2.33%) TypeScript
15 7 (2.04%) Fortran
16 6 (1.75%) PowerShell
17 5 (1.46%) Go
18 4 (1.17%) Java 8
18 4 (1.17%) T-SQL
Qualifications
1 84 (24.49%) PhD
2 74 (21.57%) Degree
3 17 (4.96%) Computer Science Degree
4 2 (0.58%) CCNP
4 2 (0.58%) Cisco Certification
5 1 (0.29%) Master's Degree
Quality Assurance & Compliance
1 33 (9.62%) QA
2 9 (2.62%) JTAG
3 4 (1.17%) Data Quality
4 1 (0.29%) DICOM
System Software
1 24 (7.00%) Docker
2 11 (3.21%) Firmware
3 2 (0.58%) Apache ZooKeeper
3 2 (0.58%) Postfix
3 2 (0.58%) Varnish
3 2 (0.58%) VirtualBox
3 2 (0.58%) Xen
4 1 (0.29%) HDFS
4 1 (0.29%) VMware Infrastructure
Systems Management
1 21 (6.12%) Opscode Chef
2 13 (3.79%) Ansible
2 13 (3.79%) Terraform
3 12 (3.50%) Puppet
4 8 (2.33%) Kubernetes
5 3 (0.87%) Packer
6 2 (0.58%) Cacti
6 2 (0.58%) Nagios
6 2 (0.58%) Salt
Vendors
1 22 (6.41%) Google
2 8 (2.33%) Atlassian
3 6 (1.75%) Capita
3 6 (1.75%) Microsoft
4 5 (1.46%) Talend
5 3 (0.87%) New Relic
5 3 (0.87%) Oracle
5 3 (0.87%) Splunk
5 3 (0.87%) Twitter
6 2 (0.58%) Cisco
6 2 (0.58%) Juniper
6 2 (0.58%) Red Hat
6 2 (0.58%) Salesforce.com
7 1 (0.29%) NVIDIA
7 1 (0.29%) VMware