The following table provides summary statistics for permanent job vacancies advertised in Oxford 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 3 months to 25 June 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
Oxfordshire / Oxford
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 63 57 74
Rank change year-on-year -6 +17  
Permanent jobs citing Data Modelling 16 29 8
As % of all permanent IT jobs advertised in Oxford 2.30% 3.98% 1.01%
As % of the Processes & Methodologies category 2.54% 4.35% 1.23%
Number of salaries quoted 14 27 6
Median salary £57,500 £65,000 £65,000
Median salary % change year-on-year -11.53% -  
UK excluding London median salary £48,500 £47,500 £45,500
% change year-on-year +2.10% +4.39%  

Data Modelling is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Oxford with a requirement for process and methodology skills.

Process & Methodology Skills
Oxford
Permanent job vacancies with a requirement for process and methodology skills 629 666 649
As % of all permanent IT job vacancies advertised in Oxford 90.37% 91.36% 81.64%
Number of salaries quoted 520 586 542
Median salary £45,000 £52,500 £45,000
Median salary % change year-on-year -14.28% +16.66%  
90% offered a salary of more than £32,500 £37,500 £32,500
10% offered a salary of more than £80,000 £65,000 £70,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Modelling
Job Vacancy Trend in Oxford

The job posting trend of jobs advertised in Oxford citing Data Modelling as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Modelling in Oxford

Data Modelling
Salary Trend in Oxford

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

Salary trend for Data Modelling in Oxford

Data Modelling
Salary Histogram in Oxford

The salary distribution of IT jobs citing Data Modelling in Oxford over the 3 months to 25 June 2017.

Salary histogram for Data Modelling in Oxford

For the 6 months to 25 June 2017, IT jobs citing Data Modelling also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Oxford region with a requirement for Data Modelling.

1 21 (50.00%) Agile Software Development
2 17 (40.48%) C#
2 17 (40.48%) Mathematics
3 15 (35.71%) ETL
4 14 (33.33%) Python
5 13 (30.95%) C++
5 13 (30.95%) Ruby
5 13 (30.95%) JIRA
5 13 (30.95%) Machine Learning
5 13 (30.95%) Analytical Skills
5 13 (30.95%) Algorithms
6 12 (28.57%) Physics
6 12 (28.57%) Image Processing
6 12 (28.57%) PhD
7 11 (26.19%) SQL
7 11 (26.19%) Big Data
8 10 (23.81%) Degree
8 10 (23.81%) XML
9 9 (21.43%) SOAP
9 9 (21.43%) Java
9 9 (21.43%) Oracle
9 9 (21.43%) JBoss
9 9 (21.43%) Logistics
9 9 (21.43%) Spring
9 9 (21.43%) REST
9 9 (21.43%) Apache Camel
9 9 (21.43%) Master's Degree
9 9 (21.43%) Numerate Degree
10 8 (19.05%) Talend
10 8 (19.05%) Continuous Delivery

Data Modelling
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 9 (21.43%) JBoss
2 1 (2.38%) Oracle SOA Suite
Applications
1 2 (4.76%) Microsoft Excel
Business Applications
1 1 (2.38%) Cognos TM1
1 1 (2.38%) SAP R/3
Cloud Services
1 4 (9.52%) Amazon AWS
2 1 (2.38%) Amazon S3
2 1 (2.38%) Amazon SQS
Database & Business Intelligence
1 11 (26.19%) Big Data
2 7 (16.67%) QlikView
3 4 (9.52%) SQL Server Reporting Services
4 3 (7.14%) Data Warehouse
5 2 (4.76%) BusinessObjects
5 2 (4.76%) Qlik Sense
6 1 (2.38%) SAP BW
Development Applications
1 13 (30.95%) JIRA
2 8 (19.05%) Talend Open Studio
3 1 (2.38%) Ant
3 1 (2.38%) Atlassian Bamboo
3 1 (2.38%) Git (software)
3 1 (2.38%) Jenkins
3 1 (2.38%) JUnit
3 1 (2.38%) Mockito
3 1 (2.38%) Selenium
General
1 8 (19.05%) Automotive
2 5 (11.90%) Publishing
3 2 (4.76%) Finance
4 1 (2.38%) Telecoms
Job Titles
1 16 (38.10%) Analyst
1 16 (38.10%) Developer
2 13 (30.95%) Algorithm Engineer
3 12 (28.57%) Development Engineer
4 9 (21.43%) Java Developer
5 8 (19.05%) Integration Developer
6 6 (14.29%) Business Analyst
6 6 (14.29%) Senior Analyst
6 6 (14.29%) Senior Business Analyst
7 5 (11.90%) Agile Business Analyst
7 5 (11.90%) Data Analyst
7 5 (11.90%) Oracle Developer
7 5 (11.90%) Principal Business Analyst
7 5 (11.90%) Principal Developer
7 5 (11.90%) Principal Java Developer
7 5 (11.90%) XML Developer
8 4 (9.52%) Analyst Developer
8 4 (9.52%) Business Developer
8 4 (9.52%) Business Intelligence Analyst
8 4 (9.52%) Business Intelligence Developer
Libraries, Frameworks & Software Standards
1 10 (23.81%) XML
2 9 (21.43%) Apache Camel
2 9 (21.43%) REST
2 9 (21.43%) SOAP
2 9 (21.43%) Spring
3 8 (19.05%) Java EE
3 8 (19.05%) RESTful
3 8 (19.05%) XML Schema
4 6 (14.29%) Web Services
5 1 (2.38%) EJB
5 1 (2.38%) J2EE
5 1 (2.38%) JMS
5 1 (2.38%) JSF
5 1 (2.38%) JSP
5 1 (2.38%) Spring Boot
5 1 (2.38%) Spring MVC
5 1 (2.38%) Struts
5 1 (2.38%) WireMock
5 1 (2.38%) XSLT
Miscellaneous
1 13 (30.95%) Algorithms
1 13 (30.95%) Analytical Skills
2 4 (9.52%) Greenfield Project
2 4 (9.52%) Reinsurance
3 1 (2.38%) Linked Data
3 1 (2.38%) N-Tier
3 1 (2.38%) Semantic Web
Operating Systems
1 1 (2.38%) Linux
1 1 (2.38%) Unix
Processes & Methodologies
1 21 (50.00%) Agile Software Development
2 17 (40.48%) Mathematics
3 15 (35.71%) ETL
4 13 (30.95%) Machine Learning
5 12 (28.57%) Image Processing
5 12 (28.57%) Physics
6 9 (21.43%) Logistics
7 8 (19.05%) Continuous Delivery
7 8 (19.05%) Continuous Integration
7 8 (19.05%) Data Integration
7 8 (19.05%) Data Management
7 8 (19.05%) Master Data Management
7 8 (19.05%) TDD
7 8 (19.05%) Test Automation
8 7 (16.67%) Business Intelligence
8 7 (16.67%) Data Analysis
9 6 (14.29%) Scrum
9 6 (14.29%) UML
10 5 (11.90%) Project Management
10 5 (11.90%) Requirements Management
Programming Languages
1 17 (40.48%) C#
2 14 (33.33%) Python
3 13 (30.95%) C++
3 13 (30.95%) Ruby
4 11 (26.19%) SQL
5 9 (21.43%) Java
6 3 (7.14%) MATLAB
7 1 (2.38%) SPARQL
7 1 (2.38%) VB
Qualifications
1 12 (28.57%) PhD
2 10 (23.81%) Degree
3 9 (21.43%) Master's Degree
3 9 (21.43%) Numerate Degree
Vendors
1 9 (21.43%) Oracle
2 8 (19.05%) Talend
3 4 (9.52%) Cognos
4 3 (7.14%) SAP
5 1 (2.38%) HP
Oxford, Oxfordshire
Haybrook IT Resourcing Ltd
Salary: £35,000 per annum
Posted: 6 days ago
Oxford, Oxfordshire
Haybrook IT Resourcing Ltd
Salary: £84,000 per annum
Posted: 4 days ago
Oxford, Oxfordshire
Real Time Recruitment Solutions
Salary: Circa 50,000 plus benefits
Posted: 6 days ago
Oxford
Hays West And Wales
Salary: £12000.00 - £90000.00 per annum
Posted: 17 days ago