Period
to 16 July 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 16 July 2018 with a comparison to the same period in the previous 2 years.

Data Analysis
Oxfordshire > Oxford
6 months to
16 Jul 2018
Same period 2017 Same period 2016
Rank 76 77 64
Rank change year-on-year +1 -13 +46
Permanent jobs citing Data Analysis 67 46 54
As % of all permanent IT jobs advertised in Oxford 3.84% 3.17% 3.75%
As % of the Processes & Methodologies category 4.21% 3.48% 4.21%
Number of salaries quoted 72 35 50
Oxford median annual salary £50,000 £45,000 £55,000
Median salary % change year-on-year +11.11% -18.18% +45.81%
10th Percentile £32,500 £26,250 £26,700
90th Percentile £66,000 £70,000 £68,000
Oxfordshire median annual salary £50,000 £45,000 £55,000
% change year-on-year +11.11% -18.18% +92.98%

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 1,592 1,323 1,284
As % of all permanent IT jobs advertised in Oxford 91.23% 91.12% 89.17%
Number of salaries quoted 1,482 1,115 1,149
Oxford median annual salary £50,000 £42,500 £50,000
Median salary % change year-on-year +17.65% -15.00% +11.11%
10th Percentile £31,250 £27,500 £30,000
90th Percentile £71,200 £70,000 £68,000
Oxfordshire median annual salary £50,000 £44,000 £47,500
% change year-on-year +13.64% -7.37% +10.47%

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 16 July 2018.

Salary histogram for Data Analysis in Oxford

For the 6 months to 16 July 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 33 (49.25%) Algorithms
2 32 (47.76%) Data Science
3 28 (41.79%) C++
3 28 (41.79%) Git (software)
4 27 (40.30%) Python
5 26 (38.81%) R
5 26 (38.81%) Big Data
6 25 (37.31%) Machine Learning
7 24 (35.82%) PhD
8 22 (32.84%) Mathematics
9 21 (31.34%) Image Processing
9 21 (31.34%) Java
10 20 (29.85%) Artificial Intelligence
11 19 (28.36%) MATLAB
11 19 (28.36%) Physics
12 18 (26.87%) Subversion
12 18 (26.87%) C#
12 18 (26.87%) Neural Network
12 18 (26.87%) Computer Vision
12 18 (26.87%) GNU Octave
12 18 (26.87%) Deep Learning
13 17 (25.37%) Mathematical Modelling
14 15 (22.39%) Agile Software Development
15 14 (20.90%) Oracle
16 13 (19.40%) React
17 12 (17.91%) SQL
17 12 (17.91%) JavaScript
18 11 (16.42%) Project Management
18 11 (16.42%) Data Modelling
18 11 (16.42%) Visualisation

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 5 (7.46%) Confluence
2 2 (2.99%) JBoss
Applications
1 18 (26.87%) GNU Octave
2 6 (8.96%) Microsoft Excel
3 3 (4.48%) Mathematica
Business Applications
1 3 (4.48%) Oracle Applications
1 3 (4.48%) Oracle Financials
Cloud Services
1 10 (14.93%) GitHub
1 10 (14.93%) Heroku
2 5 (7.46%) Amazon AWS
3 1 (1.49%) Microsoft Azure
Communications & Networking
1 1 (1.49%) Internet
1 1 (1.49%) Intranet
Database & Business Intelligence
1 26 (38.81%) Big Data
2 10 (14.93%) PostgreSQL
2 10 (14.93%) Redis
3 5 (7.46%) Relational Database
4 4 (5.97%) MongoDB
4 4 (5.97%) NoSQL
5 3 (4.48%) Data Warehouse
5 3 (4.48%) MySQL
6 2 (2.99%) Oracle Database
7 1 (1.49%) Amazon Redshift
7 1 (1.49%) Azure SQL Data Warehouse
7 1 (1.49%) Data Lake
7 1 (1.49%) Hadoop
7 1 (1.49%) Power BI
7 1 (1.49%) SQL Server
Development Applications
1 28 (41.79%) Git (software)
2 18 (26.87%) Subversion
3 10 (14.93%) JIRA
4 2 (2.99%) webpack
General
1 9 (13.43%) Finance
Job Titles
1 20 (29.85%) Developer
2 18 (26.87%) Analyst
2 18 (26.87%) Data Scientist
3 10 (14.93%) Data Analyst
3 10 (14.93%) Django Developer
3 10 (14.93%) Python Developer
3 10 (14.93%) Python/Django Developer
4 5 (7.46%) Agile Business Analyst
4 5 (7.46%) Business Analyst
4 5 (7.46%) Business Development Analyst
4 5 (7.46%) Development Analyst
4 5 (7.46%) ETL Analyst
4 5 (7.46%) ETL Specialist
4 5 (7.46%) Oracle Analyst
4 5 (7.46%) Oracle Specialist
4 5 (7.46%) Software Analyst
4 5 (7.46%) Software Development Analyst
4 5 (7.46%) Software Development Business Analyst
4 5 (7.46%) SQL Analyst
4 5 (7.46%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 13 (19.40%) React
2 10 (14.93%) Celery
2 10 (14.93%) Django
2 10 (14.93%) GraphQL
2 10 (14.93%) Memcached
2 10 (14.93%) RabbitMQ
3 6 (8.96%) CSS
3 6 (8.96%) HTML
4 3 (4.48%) CSS3
4 3 (4.48%) HTML5
5 2 (2.99%) Apache Camel
5 2 (2.99%) D3.js
5 2 (2.99%) Flask
5 2 (2.99%) Redux
5 2 (2.99%) Sass
5 2 (2.99%) SQLAlchemy
6 1 (1.49%) .NET
6 1 (1.49%) AngularJS
6 1 (1.49%) Vue (Vue.js)
6 1 (1.49%) Web Services
Miscellaneous
1 33 (49.25%) Algorithms
2 10 (14.93%) Mobile App
2 10 (14.93%) Social Network
3 2 (2.99%) Computer Science
3 2 (2.99%) User Experience
4 1 (1.49%) Analytical Skills
4 1 (1.49%) Data Protection Act
4 1 (1.49%) Fintech
4 1 (1.49%) Management Information System
4 1 (1.49%) Reference Data
Operating Systems
1 1 (1.49%) Linux
Processes & Methodologies
1 32 (47.76%) Data Science
2 25 (37.31%) Machine Learning
3 22 (32.84%) Mathematics
4 21 (31.34%) Image Processing
5 20 (29.85%) Artificial Intelligence
6 19 (28.36%) Physics
7 18 (26.87%) Computer Vision
7 18 (26.87%) Deep Learning
7 18 (26.87%) Neural Network
8 17 (25.37%) Mathematical Modelling
9 15 (22.39%) Agile Software Development
10 11 (16.42%) Data Modelling
10 11 (16.42%) Mentoring
10 11 (16.42%) Project Management
10 11 (16.42%) Visualisation
11 10 (14.93%) Performance Optimisation
11 10 (14.93%) Software Engineering
12 9 (13.43%) Scrum
13 8 (11.94%) Analytics
13 8 (11.94%) Master Data Management
Programming Languages
1 28 (41.79%) C++
2 27 (40.30%) Python
3 26 (38.81%) R
4 21 (31.34%) Java
5 19 (28.36%) MATLAB
6 18 (26.87%) C#
7 12 (17.91%) JavaScript
7 12 (17.91%) SQL
8 7 (10.45%) PL/SQL
9 1 (1.49%) ES6
9 1 (1.49%) PHP
Qualifications
1 24 (35.82%) PhD
2 9 (13.43%) Degree
3 5 (7.46%) ISEB
Quality Assurance & Compliance
1 1 (1.49%) Data Quality
System Software
1 2 (2.99%) Docker
Vendors
1 14 (20.90%) Oracle
2 7 (10.45%) Talend
3 4 (5.97%) Capita
4 3 (4.48%) Microsoft
4 3 (4.48%) Sage
5 2 (2.99%) Sun