Period
to 18 October 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 18 October 2018 with a comparison to the same period in the previous 2 years.

Data Modelling
South East > Oxfordshire
6 months to
18 Oct 2018
Same period 2017 Same period 2016
Rank 103 107 111
Rank change year-on-year +4 +4 -6
Permanent jobs citing Data Modelling 64 53 74
As % of all permanent IT jobs advertised in Oxfordshire 2.35% 1.92% 2.37%
As % of the Processes & Methodologies category 2.61% 2.13% 2.62%
Number of salaries quoted 59 51 65
Oxfordshire median annual salary £60,000 £52,500 £62,500
Median salary % change year-on-year +14.29% -16.00% +13.64%
10th Percentile £33,750 £33,750 £48,500
90th Percentile £70,000 £84,000 £68,000
South East median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - -4.76%

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 2,456 2,490 2,829
As % of all permanent IT jobs advertised in Oxfordshire 90.19% 90.09% 90.61%
Number of salaries quoted 2,149 2,064 2,252
Oxfordshire median annual salary £50,000 £45,000 £47,000
Median salary % change year-on-year +11.11% -4.26% +10.59%
10th Percentile £30,950 £27,500 £26,750
90th Percentile £72,500 £71,250 £67,500
South East median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - -

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 18 October 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 18 October 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
Banbury - 16 £45,000 -
Wallingford -2 11 £55,000 +4.76% 2
Oxford -19 10 £47,500 -5.00% 2
Kidlington +7 8 £67,500 -19.64%
Abingdon +1 1 - -
Data Modelling
South East

For the 6 months to 18 October 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 35 (54.69%) Agile Software Development
2 28 (43.75%) TDD
2 28 (43.75%) SQL Server
3 27 (42.19%) Web Services
4 26 (40.63%) SQL
4 26 (40.63%) Analytics
5 25 (39.06%) Business Intelligence
6 23 (35.94%) Degree
7 21 (32.81%) Scrum
8 19 (29.69%) ETL
8 19 (29.69%) Computer Science
8 19 (29.69%) RESTful
8 19 (29.69%) BDD
8 19 (29.69%) Greenfield Project
9 18 (28.13%) Data Science
9 18 (28.13%) Data Integration
9 18 (28.13%) Java
9 18 (28.13%) Oracle
10 17 (26.56%) Amazon AWS
11 16 (25.00%) JBoss
12 15 (23.44%) Microsoft
12 15 (23.44%) Data Management
12 15 (23.44%) Master Data Management
13 13 (20.31%) Data Analytics
13 13 (20.31%) Software Engineering
13 13 (20.31%) C#
14 12 (18.75%) OO
14 12 (18.75%) Data Strategy
14 12 (18.75%) SOLID
15 11 (17.19%) Escalation Management

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 16 (25.00%) JBoss
2 6 (9.38%) SharePoint
3 4 (6.25%) NetWeaver
4 1 (1.56%) Apache Spark
4 1 (1.56%) SAP Portal
Applications
1 1 (1.56%) Microsoft Excel
Business Applications
1 3 (4.69%) SAP S/4HANA
2 1 (1.56%) Oracle EBS
Cloud Services
1 17 (26.56%) Amazon AWS
2 11 (17.19%) npm
3 8 (12.50%) GitHub
3 8 (12.50%) Microsoft Azure
3 8 (12.50%) PaaS
3 8 (12.50%) SaaS
4 7 (10.94%) IaaS
5 1 (1.56%) Azure Data Factory
Database & Business Intelligence
1 28 (43.75%) SQL Server
2 11 (17.19%) SQL Server Reporting Services
3 10 (15.63%) SQL Server Integration Services
4 9 (14.06%) Big Data
4 9 (14.06%) Power BI
5 8 (12.50%) NoSQL
5 8 (12.50%) Relational Database
6 7 (10.94%) MySQL
6 7 (10.94%) RDBMS
6 7 (10.94%) SQL Server Analysis Services
7 4 (6.25%) SAP BW
8 3 (4.69%) Data Warehouse
9 2 (3.13%) Data Mining
10 1 (1.56%) Azure SQL Database
10 1 (1.56%) Oracle BI EE
10 1 (1.56%) Oracle ODI
10 1 (1.56%) Pentaho
10 1 (1.56%) QlikView
10 1 (1.56%) SAP HANA
10 1 (1.56%) Text Mining
Development Applications
1 11 (17.19%) Git (software)
1 11 (17.19%) NUnit
1 11 (17.19%) Subversion
1 11 (17.19%) webpack
2 8 (12.50%) Jenkins
2 8 (12.50%) Selenium
3 7 (10.94%) Visual Studio
4 1 (1.56%) Ant
4 1 (1.56%) JUnit
4 1 (1.56%) Maven
4 1 (1.56%) Mockito
General
1 7 (10.94%) Finance
2 6 (9.38%) Advertising
3 5 (7.81%) Manufacturing
3 5 (7.81%) Publishing
4 1 (1.56%) Marketing
4 1 (1.56%) Multimedia
Job Titles
1 39 (60.94%) Developer
2 11 (17.19%) .NET Developer
2 11 (17.19%) .NET Software Developer
2 11 (17.19%) ASP.NET MVC Developer
2 11 (17.19%) C# .NET Developer
2 11 (17.19%) C# Developer
2 11 (17.19%) C# Software Developer
2 11 (17.19%) Lead .NET Developer
2 11 (17.19%) Lead C# Developer
2 11 (17.19%) Lead Developer
2 11 (17.19%) Lead Software Developer
2 11 (17.19%) Software Developer
3 10 (15.63%) Architect
3 10 (15.63%) Data Architect
4 9 (14.06%) Business Intelligence Developer
5 8 (12.50%) Analyst
6 6 (9.38%) Java Developer
6 6 (9.38%) Senior Developer
7 5 (7.81%) Data Analyst
7 5 (7.81%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 27 (42.19%) Web Services
2 19 (29.69%) RESTful
3 11 (17.19%) .NET
3 11 (17.19%) ASP.NET Web API
4 10 (15.63%) MDX
5 9 (14.06%) Natural Language Processing
6 8 (12.50%) Apache Camel
6 8 (12.50%) Spring
7 1 (1.56%) Django
7 1 (1.56%) Kafka
7 1 (1.56%) Keras
7 1 (1.56%) Matplotlib
7 1 (1.56%) NumPy
7 1 (1.56%) Pandas
7 1 (1.56%) SAP Fiori
7 1 (1.56%) SAPUI5
7 1 (1.56%) scikit-learn
7 1 (1.56%) SciPy
7 1 (1.56%) TensorFlow
Miscellaneous
1 19 (29.69%) Computer Science
1 19 (29.69%) Greenfield Project
2 5 (7.81%) Analytical Skills
3 2 (3.13%) Management Information System
3 2 (3.13%) Reinsurance
3 2 (3.13%) User Experience
4 1 (1.56%) Algorithms
4 1 (1.56%) Mobile App
4 1 (1.56%) Virtual Team
Operating Systems
1 2 (3.13%) Linux
2 1 (1.56%) Unix
Processes & Methodologies
1 35 (54.69%) Agile Software Development
2 28 (43.75%) TDD
3 26 (40.63%) Analytics
4 25 (39.06%) Business Intelligence
5 21 (32.81%) Scrum
6 19 (29.69%) BDD
6 19 (29.69%) ETL
7 18 (28.13%) Data Integration
7 18 (28.13%) Data Science
8 15 (23.44%) Data Management
8 15 (23.44%) Master Data Management
9 13 (20.31%) Data Analytics
9 13 (20.31%) Software Engineering
10 12 (18.75%) Data Strategy
10 12 (18.75%) OO
10 12 (18.75%) SOLID
11 11 (17.19%) Escalation Management
11 11 (17.19%) MVC
11 11 (17.19%) Performance Management
11 11 (17.19%) Refactoring
Programming Languages
1 26 (40.63%) SQL
2 18 (28.13%) Java
3 13 (20.31%) C#
4 11 (17.19%) TypeScript
5 10 (15.63%) T-SQL
6 9 (14.06%) PL/SQL
7 8 (12.50%) Data Analysis Expressions (DAX)
8 7 (10.94%) R
9 4 (6.25%) ABAP
10 2 (3.13%) Python
11 1 (1.56%) Groovy
11 1 (1.56%) Scala
Qualifications
1 23 (35.94%) Degree
2 2 (3.13%) Computer Science Degree
2 2 (3.13%) Master's Degree
3 1 (1.56%) ISEB
3 1 (1.56%) Microsoft Certification
3 1 (1.56%) OCA
3 1 (1.56%) Oracle Certification
3 1 (1.56%) SAP Certification
3 1 (1.56%) TOGAF Certification
Quality Assurance & Compliance
1 10 (15.63%) Data Quality
2 1 (1.56%) GDPR
Systems Management
1 1 (1.56%) Ansible
1 1 (1.56%) Opscode Chef
1 1 (1.56%) Puppet
Vendors
1 18 (28.13%) Oracle
2 15 (23.44%) Microsoft
3 8 (12.50%) Talend
4 6 (9.38%) SAP
5 4 (6.25%) Informatica
6 2 (3.13%) Tableau
7 1 (1.56%) Alteryx
7 1 (1.56%) Hortonworks
7 1 (1.56%) Salesforce.com