Period
to 24 April 2018

The following table provides summary statistics for permanent job vacancies advertised in Oxfordshire with a requirement for Data Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Modelling over the 6 months to 24 April 2018 with a comparison to the same period in the previous 2 years.

Data Modelling
South East > Oxfordshire
6 months to
24 Apr 2018
Same period 2017 Same period 2016
Rank 80 67 89
Rank change year-on-year -13 +22 +18
Permanent jobs citing Data Modelling 109 111 99
As % of all permanent IT jobs advertised in Oxfordshire 3.46% 4.15% 3.11%
As % of the Processes & Methodologies category 3.80% 4.65% 3.48%
Number of salaries quoted 103 111 65
Oxfordshire median annual salary £62,500 £62,500 £52,500
Median salary % change year-on-year - +19.05% -12.50%
10th Percentile £46,250 £46,250 £23,500
90th Percentile £68,000 £68,750 £63,750
South East median annual salary £55,000 £55,000 £50,000
% change year-on-year - +10.00% +4.17%

Data Modelling 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 Oxfordshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Oxfordshire
Permanent vacancies with a requirement for process or methodology skills 2,871 2,387 2,842
As % of all permanent IT jobs advertised in Oxfordshire 91.11% 89.23% 89.26%
Number of salaries quoted 2,439 1,948 2,300
Oxfordshire median annual salary £47,500 £42,500 £45,000
Median salary % change year-on-year +11.76% -5.56% +5.88%
10th Percentile £30,000 £27,500 £27,500
90th Percentile £72,500 £67,500 £68,750
South East median annual salary £45,000 £45,000 £45,000

Data Modelling
Job Vacancy Trend in Oxfordshire

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

Job vacancy trend for Data Modelling in Oxfordshire

Data Modelling
Salary Trend in Oxfordshire

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

Salary trend for Data Modelling in Oxfordshire

Data Modelling
Salary Histogram in Oxfordshire

The salary distribution of IT jobs citing Data Modelling in Oxfordshire over the 6 months to 24 April 2018.

Salary histogram for Data Modelling in Oxfordshire

Data Modelling
Job Locations in Oxfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Modelling within the Oxfordshire region over the 6 months to 24 April 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 -24 31 £65,000 - 3
Kidlington -1 30 £66,000 +20.00% 2
Wallingford - 10 £55,000 -
Abingdon -14 8 - -
Banbury - 5 £55,000 -
Witney - 1 £40,000 -
Data Modelling
South East

For the 6 months to 24 April 2018, IT jobs citing Data Modelling 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 Data Modelling.

1 89 (81.65%) Agile Software Development
2 56 (51.38%) Degree
3 52 (47.71%) Scrum
4 45 (41.28%) Web Services
4 45 (41.28%) TDD
5 43 (39.45%) SQL
5 43 (39.45%) Machine Learning
6 42 (38.53%) Amazon AWS
7 40 (36.70%) Natural Language Processing
7 40 (36.70%) Java
8 39 (35.78%) Data Science
9 35 (32.11%) Continuous Integration
10 34 (31.19%) Unit Testing
10 34 (31.19%) Selenium
10 34 (31.19%) Computer Science
10 34 (31.19%) GitHub
10 34 (31.19%) Jenkins
11 32 (29.36%) Kalman Filter
12 31 (28.44%) ETL
13 30 (27.52%) BPMN
14 29 (26.61%) Software Engineering
14 29 (26.61%) Content Enrichment
15 28 (25.69%) Analytics
15 28 (25.69%) Oracle
16 27 (24.77%) SQL Server
16 27 (24.77%) Data Analysis
16 27 (24.77%) Data Quality
17 26 (23.85%) Spring
17 26 (23.85%) JBoss
18 25 (22.94%) Business Intelligence

Data Modelling
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 26 (23.85%) JBoss
2 5 (4.59%) Confluence
3 1 (0.92%) Apache
3 1 (0.92%) SAS
Cloud Services
1 42 (38.53%) Amazon AWS
2 34 (31.19%) GitHub
3 12 (11.01%) Microsoft Azure
4 10 (9.17%) npm
Communications & Networking
1 1 (0.92%) Internet
1 1 (0.92%) Intranet
Database & Business Intelligence
1 27 (24.77%) SQL Server
2 23 (21.10%) Big Data
3 17 (15.60%) SQL Server Reporting Services
4 16 (14.68%) Data Warehouse
4 16 (14.68%) SQL Server Integration Services
5 15 (13.76%) SQL Server Analysis Services
6 12 (11.01%) SQL Server 2012
7 8 (7.34%) Hadoop
7 8 (7.34%) Power BI
8 4 (3.67%) Data Lake
8 4 (3.67%) Microsoft Analysis Services
8 4 (3.67%) QlikView
8 4 (3.67%) Spotfire
8 4 (3.67%) SQL Server 2016
9 3 (2.75%) Oracle BI EE
9 3 (2.75%) Qlik Sense
10 1 (0.92%) Azure SQL Data Warehouse
10 1 (0.92%) OLTP
10 1 (0.92%) Relational Database
10 1 (0.92%) SQL Server 2008
Development Applications
1 34 (31.19%) Jenkins
1 34 (31.19%) Selenium
2 13 (11.93%) JIRA
3 10 (9.17%) Git (software)
3 10 (9.17%) NUnit
3 10 (9.17%) Subversion
3 10 (9.17%) webpack
General
1 12 (11.01%) Finance
2 8 (7.34%) Marketing
3 6 (5.50%) Advertising
4 1 (0.92%) Automotive
4 1 (0.92%) Publishing
Job Titles
1 47 (43.12%) Developer
2 35 (32.11%) Analyst
3 32 (29.36%) Senior Developer
4 25 (22.94%) Java Developer
5 24 (22.02%) Senior Java Developer
6 19 (17.43%) Data Analyst
7 16 (14.68%) Architect
7 16 (14.68%) Data Architect
7 16 (14.68%) Senior Analyst
8 13 (11.93%) Software Engineer
9 12 (11.01%) Senior Data Analyst
9 12 (11.01%) Software Developer
10 11 (10.09%) Business Analyst
11 10 (9.17%) Business Intelligence Developer
12 9 (8.26%) .NET Developer
12 9 (8.26%) C# Developer
12 9 (8.26%) C# Software Developer
12 9 (8.26%) Lead C# Developer
12 9 (8.26%) Lead Developer
12 9 (8.26%) Lead Software Developer
Libraries, Frameworks & Software Standards
1 45 (41.28%) Web Services
2 40 (36.70%) Natural Language Processing
3 26 (23.85%) Spring
4 11 (10.09%) RESTful
5 10 (9.17%) .NET
5 10 (9.17%) ASP.NET Web API
6 8 (7.34%) MDX
7 1 (0.92%) Apache Camel
7 1 (0.92%) Java EE
7 1 (0.92%) SOAP
7 1 (0.92%) XML
7 1 (0.92%) XML Schema
Miscellaneous
1 34 (31.19%) Computer Science
2 16 (14.68%) Greenfield Project
3 12 (11.01%) Analytical Skills
4 7 (6.42%) Reference Data
5 4 (3.67%) Data Structures
6 1 (0.92%) Data Protection Act
6 1 (0.92%) Management Information System
6 1 (0.92%) Reinsurance
6 1 (0.92%) Replication
6 1 (0.92%) Self-Motivation
Processes & Methodologies
1 89 (81.65%) Agile Software Development
2 52 (47.71%) Scrum
3 45 (41.28%) TDD
4 43 (39.45%) Machine Learning
5 39 (35.78%) Data Science
6 35 (32.11%) Continuous Integration
7 34 (31.19%) Unit Testing
8 32 (29.36%) Kalman Filter
9 31 (28.44%) ETL
10 30 (27.52%) BPMN
11 29 (26.61%) Content Enrichment
11 29 (26.61%) Software Engineering
12 28 (25.69%) Analytics
13 27 (24.77%) Data Analysis
14 25 (22.94%) Business Intelligence
15 22 (20.18%) Mentoring
15 22 (20.18%) User Stories
16 19 (17.43%) BDD
17 17 (15.60%) Master Data Management
17 17 (15.60%) Performance Tuning
Programming Languages
1 43 (39.45%) SQL
2 40 (36.70%) Java
3 13 (11.93%) PL/SQL
4 11 (10.09%) C#
5 10 (9.17%) TypeScript
6 5 (4.59%) T-SQL
Qualifications
1 56 (51.38%) Degree
2 9 (8.26%) ISEB
3 8 (7.34%) MBA
Quality Assurance & Compliance
1 27 (24.77%) Data Quality
Vendors
1 28 (25.69%) Oracle
2 15 (13.76%) Microsoft
3 14 (12.84%) Talend
4 12 (11.01%) Tableau
5 9 (8.26%) Cognos