Period
to 18 September 2018

The following table provides summary statistics for permanent job vacancies advertised in Oxford with a requirement for Data Analysis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analysis over the 6 months to 18 September 2018 with a comparison to the same period in the previous 2 years.

Data Analysis
Oxfordshire > Oxford
6 months to
18 Sep 2018
Same period 2017 Same period 2016
Rank 76 84 80
Rank change year-on-year +8 -4 +39
Permanent jobs citing Data Analysis 63 36 42
As % of all permanent IT jobs advertised in Oxford 3.89% 2.44% 2.91%
As % of the Processes & Methodologies category 4.28% 2.63% 3.20%
Number of salaries quoted 63 29 39
Oxford median annual salary £50,000 £31,500 £55,000
Median salary % change year-on-year +58.73% -42.73% +45.81%
10th Percentile £32,500 £26,250 £26,250
90th Percentile £65,000 £71,250 £68,000
Oxfordshire median annual salary £48,750 £35,000 £55,000
% change year-on-year +39.29% -36.36% +57.14%

Data Analysis is in the Processes and Methodologies 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 process or methodology skills.

All Process and Methodology Skills
Oxford
Permanent vacancies with a requirement for process or methodology skills 1,473 1,369 1,311
As % of all permanent IT jobs advertised in Oxford 90.98% 92.88% 90.98%
Number of salaries quoted 1,354 1,142 1,163
Oxford median annual salary £50,000 £45,000 £47,500
Median salary % change year-on-year +11.11% -5.26% +5.56%
10th Percentile £31,250 £28,836 £28,550
90th Percentile £71,250 £72,500 £67,500
Oxfordshire median annual salary £50,000 £45,000 £47,500
% change year-on-year +11.11% -5.26% +11.76%

Data Analysis
Job Vacancy Trend in Oxford

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

Job vacancy trend for Data Analysis in Oxford

Data Analysis
Salary Trend in Oxford

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

Salary trend for Data Analysis in Oxford

Data Analysis
Salary Histogram in Oxford

The salary distribution of IT jobs citing Data Analysis in Oxford over the 6 months to 18 September 2018.

Salary histogram for Data Analysis in Oxford

For the 6 months to 18 September 2018, IT jobs citing Data Analysis 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 Data Analysis.

1 41 (65.08%) Algorithms
2 35 (55.56%) C++
2 35 (55.56%) Git (software)
3 34 (53.97%) Machine Learning
4 33 (52.38%) Big Data
4 33 (52.38%) Data Science
5 32 (50.79%) R
6 31 (49.21%) Image Processing
6 31 (49.21%) Mathematics
7 30 (47.62%) Artificial Intelligence
8 29 (46.03%) Physics
8 29 (46.03%) PhD
8 29 (46.03%) MATLAB
9 28 (44.44%) Computer Vision
10 27 (42.86%) GNU Octave
10 27 (42.86%) Deep Learning
10 27 (42.86%) C#
10 27 (42.86%) Neural Network
10 27 (42.86%) Subversion
11 26 (41.27%) Mathematical Modelling
12 19 (30.16%) Python
13 17 (26.98%) Java
14 10 (15.87%) Degree
15 9 (14.29%) Software Engineering
15 9 (14.29%) Visualisation
15 9 (14.29%) SQL
15 9 (14.29%) Oracle
16 8 (12.70%) Project Management
16 8 (12.70%) React
16 8 (12.70%) Mentoring

Data Analysis
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 2 (3.17%) JBoss
Applications
1 27 (42.86%) GNU Octave
2 7 (11.11%) Microsoft Excel
3 3 (4.76%) Mathematica
Business Applications
1 3 (4.76%) Oracle Applications
1 3 (4.76%) Oracle Financials
Cloud Services
1 7 (11.11%) GitHub
1 7 (11.11%) Heroku
2 4 (6.35%) Amazon AWS
3 1 (1.59%) Microsoft Azure
Communications & Networking
1 1 (1.59%) Internet
1 1 (1.59%) Intranet
Database & Business Intelligence
1 33 (52.38%) Big Data
2 7 (11.11%) PostgreSQL
2 7 (11.11%) Redis
3 5 (7.94%) Relational Database
4 4 (6.35%) MongoDB
4 4 (6.35%) NoSQL
5 3 (4.76%) Data Warehouse
5 3 (4.76%) MySQL
6 2 (3.17%) Oracle Database
7 1 (1.59%) Azure SQL Data Warehouse
7 1 (1.59%) Data Lake
7 1 (1.59%) Data Mining
7 1 (1.59%) Power BI
7 1 (1.59%) SQL Server
Development Applications
1 35 (55.56%) Git (software)
2 27 (42.86%) Subversion
3 3 (4.76%) JIRA
4 1 (1.59%) CMake
General
1 6 (9.52%) Finance
2 2 (3.17%) Manufacturing
3 1 (1.59%) Automotive
3 1 (1.59%) Games
Job Titles
1 22 (34.92%) Data Scientist
2 15 (23.81%) Developer
3 10 (15.87%) Computer Engineer
3 10 (15.87%) Computer Vision Engineer
4 8 (12.70%) Analyst
5 7 (11.11%) Django Developer
5 7 (11.11%) Python Developer
5 7 (11.11%) Python/Django Developer
6 6 (9.52%) Data Engineer
7 4 (6.35%) Machine Learning Engineer
7 4 (6.35%) Machine Learning Scientist
7 4 (6.35%) Software Engineer
8 3 (4.76%) Agile Business Analyst
8 3 (4.76%) Business Analyst
8 3 (4.76%) Development Analyst
8 3 (4.76%) Financial Analyst
8 3 (4.76%) Java Developer
8 3 (4.76%) Software Analyst
8 3 (4.76%) Systems Analyst
8 3 (4.76%) Technical Specialist
Libraries, Frameworks & Software Standards
1 8 (12.70%) React
2 7 (11.11%) Celery
2 7 (11.11%) Django
2 7 (11.11%) GraphQL
2 7 (11.11%) Memcached
2 7 (11.11%) RabbitMQ
3 4 (6.35%) CSS
3 4 (6.35%) HTML
4 3 (4.76%) Natural Language Processing
5 2 (3.17%) Apache Camel
6 1 (1.59%) .NET
6 1 (1.59%) AngularJS
6 1 (1.59%) CSS3
6 1 (1.59%) OpenCL
6 1 (1.59%) OpenCV
6 1 (1.59%) OpenGL
6 1 (1.59%) Qt
6 1 (1.59%) STL
6 1 (1.59%) Unity (Game Engine)
6 1 (1.59%) Unreal Engine
Miscellaneous
1 41 (65.08%) Algorithms
2 7 (11.11%) Mobile App
2 7 (11.11%) Social Network
3 3 (4.76%) Computer Science
4 1 (1.59%) Analytical Skills
4 1 (1.59%) CUDA
4 1 (1.59%) Data Protection Act
4 1 (1.59%) Embedded Systems
4 1 (1.59%) GPGPU
4 1 (1.59%) Management Information System
4 1 (1.59%) Reference Data
4 1 (1.59%) Robotics
4 1 (1.59%) User Experience
Operating Systems
1 2 (3.17%) Linux
2 1 (1.59%) Mac OS
Processes & Methodologies
1 34 (53.97%) Machine Learning
2 33 (52.38%) Data Science
3 31 (49.21%) Image Processing
3 31 (49.21%) Mathematics
4 30 (47.62%) Artificial Intelligence
5 29 (46.03%) Physics
6 28 (44.44%) Computer Vision
7 27 (42.86%) Deep Learning
7 27 (42.86%) Neural Network
8 26 (41.27%) Mathematical Modelling
9 9 (14.29%) Software Engineering
9 9 (14.29%) Visualisation
10 8 (12.70%) Mentoring
10 8 (12.70%) Project Management
11 7 (11.11%) Performance Optimisation
12 6 (9.52%) Agile Software Development
12 6 (9.52%) Analytics
12 6 (9.52%) Data Modelling
13 5 (7.94%) BDD
13 5 (7.94%) Master Data Management
Programming Languages
1 35 (55.56%) C++
2 32 (50.79%) R
3 29 (46.03%) MATLAB
4 27 (42.86%) C#
5 19 (30.16%) Python
6 17 (26.98%) Java
7 9 (14.29%) SQL
8 6 (9.52%) JavaScript
9 2 (3.17%) PL/SQL
10 1 (1.59%) ES6
10 1 (1.59%) PHP
Qualifications
1 29 (46.03%) PhD
2 10 (15.87%) Degree
3 3 (4.76%) ISEB
Quality Assurance & Compliance
1 1 (1.59%) Data Quality
Vendors
1 9 (14.29%) Oracle
2 4 (6.35%) Capita
2 4 (6.35%) Microsoft
3 3 (4.76%) Sage
4 2 (3.17%) Sun
4 2 (3.17%) Talend