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 29 March 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
Oxfordshire / Oxford
3 months to
29 Mar 2017
Same period 2016 Same period 2015
Rank 51 60 61
Rank change year-on-year +9 +1  
Permanent jobs citing Data Modelling 26 18 18
As % of all permanent IT jobs advertised in Oxford 3.75% 2.77% 2.61%
As % of the Processes & Methodologies category 4.30% 3.24% 2.93%
Number of salaries quoted 25 16 14
Median salary £50,000 £24,000 £70,000
Median salary % change year-on-year +108.33% -65.71%  
90% offered a salary of more than £34,500 £24,000 £54,700
10% offered a salary of more than £70,000 £52,000 £76,750
UK excluding London median salary £50,000 £47,500 £47,500
% change year-on-year +5.26% -  

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 605 555 615
As % of all permanent IT job vacancies advertised in Oxford 87.30% 85.52% 89.26%
Number of salaries quoted 523 498 502
Median salary £42,500 £50,000 £45,000
Median salary % change year-on-year -15.00% +11.11%  
90% offered a salary of more than £31,500 £32,500 £32,000
10% offered a salary of more than £67,500 £75,000 £65,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

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 29 March 2017.

Salary histogram for Data Modelling in Oxford

For the 6 months to 29 March 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 13 (38.24%) Agile Software Development
1 13 (38.24%) Big Data
2 12 (35.29%) Analytical Skills
2 12 (35.29%) C#
2 12 (35.29%) Mathematics
3 11 (32.35%) SQL
3 11 (32.35%) Python
3 11 (32.35%) ETL
4 10 (29.41%) Degree
5 9 (26.47%) Physics
5 9 (26.47%) Logistics
5 9 (26.47%) Ruby
5 9 (26.47%) Image Processing
5 9 (26.47%) Machine Learning
5 9 (26.47%) PhD
5 9 (26.47%) C++
5 9 (26.47%) Algorithms
6 7 (20.59%) Business Intelligence
6 7 (20.59%) Data Analysis
6 7 (20.59%) QlikView
7 6 (17.65%) JIRA
7 6 (17.65%) UML
7 6 (17.65%) Scrum
8 5 (14.71%) Project Management
8 5 (14.71%) Cognos
8 5 (14.71%) Java
8 5 (14.71%) Kanban
8 5 (14.71%) BPMN
8 5 (14.71%) Requirements Management
8 5 (14.71%) SQL Server Reporting Services

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 2 (5.88%) CMS
1 2 (5.88%) JBoss
2 1 (2.94%) Oracle SOA Suite
Applications
1 1 (2.94%) Moqups
Cloud Services
1 2 (5.88%) Amazon AWS
2 1 (2.94%) Amazon S3
2 1 (2.94%) Amazon SQS
Communications & Networking
1 2 (5.88%) Internet
1 2 (5.88%) LDAP
Database & Business Intelligence
1 13 (38.24%) Big Data
2 7 (20.59%) QlikView
3 5 (14.71%) SQL Server Reporting Services
4 4 (11.76%) Data Warehouse
4 4 (11.76%) SQL Server
5 2 (5.88%) BusinessObjects
5 2 (5.88%) MySQL
5 2 (5.88%) Oracle BI EE
5 2 (5.88%) Oracle Database
5 2 (5.88%) Oracle ODI
5 2 (5.88%) Oracle Reports
5 2 (5.88%) PostgreSQL
5 2 (5.88%) Qlik Sense
5 2 (5.88%) SQL Server 2008
5 2 (5.88%) SQL Server 2012
5 2 (5.88%) SQL Server 2014
5 2 (5.88%) SQL Server Analysis Services
5 2 (5.88%) SQL Server Integration Services
Development Applications
1 6 (17.65%) JIRA
2 1 (2.94%) Ant
2 1 (2.94%) Atlassian Bamboo
2 1 (2.94%) Axure RP
2 1 (2.94%) Balsamiq Mockups
2 1 (2.94%) Jenkins
2 1 (2.94%) JUnit
2 1 (2.94%) Mockito
2 1 (2.94%) Selenium
2 1 (2.94%) Talend Open Studio
General
1 3 (8.82%) Automotive
1 3 (8.82%) Finance
2 1 (2.94%) Telecoms
Job Titles
1 11 (32.35%) Analyst
1 11 (32.35%) Developer
2 9 (26.47%) Algorithm Engineer
2 9 (26.47%) Development Engineer
3 5 (14.71%) Agile Business Analyst
3 5 (14.71%) Business Analyst
3 5 (14.71%) Principal Business Analyst
3 5 (14.71%) Senior Analyst
3 5 (14.71%) Senior Business Analyst
4 4 (11.76%) Business Intelligence Developer
5 3 (8.82%) Analyst Developer
5 3 (8.82%) Architect
5 3 (8.82%) Business Developer
5 3 (8.82%) Business Intelligence Analyst
5 3 (8.82%) Data Analyst
5 3 (8.82%) Java Developer
6 2 (5.88%) AWS Developer
6 2 (5.88%) Data Integration Developer
6 2 (5.88%) DBA
6 2 (5.88%) SQL DBA
Libraries, Frameworks & Software Standards
1 4 (11.76%) XML
2 3 (8.82%) Web Services
3 2 (5.88%) Ajax
3 2 (5.88%) AngularJS
3 2 (5.88%) Apache Camel
3 2 (5.88%) Node.js
3 2 (5.88%) REST
3 2 (5.88%) SOAP
3 2 (5.88%) Spring
3 2 (5.88%) Twitter Bootstrap
4 1 (2.94%) EJB
4 1 (2.94%) Java EE
4 1 (2.94%) JSF
4 1 (2.94%) JSP
4 1 (2.94%) RESTful
4 1 (2.94%) Spring Boot
4 1 (2.94%) Spring MVC
4 1 (2.94%) Struts
4 1 (2.94%) WireMock
4 1 (2.94%) XSLT
Miscellaneous
1 12 (35.29%) Analytical Skills
2 9 (26.47%) Algorithms
3 3 (8.82%) Reinsurance
4 2 (5.88%) Clustering
4 2 (5.88%) CMDB
5 1 (2.94%) Linked Data
5 1 (2.94%) N-Tier
5 1 (2.94%) Semantic Web
5 1 (2.94%) User Experience
Operating Systems
1 2 (5.88%) Linux
2 1 (2.94%) Unix
Processes & Methodologies
1 13 (38.24%) Agile Software Development
2 12 (35.29%) Mathematics
3 11 (32.35%) ETL
4 9 (26.47%) Image Processing
4 9 (26.47%) Logistics
4 9 (26.47%) Machine Learning
4 9 (26.47%) Physics
5 7 (20.59%) Business Intelligence
5 7 (20.59%) Data Analysis
6 6 (17.65%) Scrum
6 6 (17.65%) UML
7 5 (14.71%) BPMN
7 5 (14.71%) Kanban
7 5 (14.71%) Project Management
7 5 (14.71%) Requirements Management
8 4 (11.76%) Migration
9 3 (8.82%) Data Extraction
9 3 (8.82%) Data Management
9 3 (8.82%) Economics
9 3 (8.82%) Time Management
Programming Languages
1 12 (35.29%) C#
2 11 (32.35%) Python
2 11 (32.35%) SQL
3 9 (26.47%) C++
3 9 (26.47%) Ruby
4 5 (14.71%) Java
5 1 (2.94%) SPARQL
Qualifications
1 10 (29.41%) Degree
2 9 (26.47%) PhD
Vendors
1 5 (14.71%) Cognos
2 4 (11.76%) Oracle
3 2 (5.88%) SAP
3 2 (5.88%) ServiceNow
4 1 (2.94%) Cognizant
4 1 (2.94%) HP
4 1 (2.94%) Talend
Oxford, Oxfordshire
Haybrook IT Resourcing Ltd
Salary: Up to £65,000 per annum + bonus and excellent benefits
Posted: 5 days ago
Oxford, Oxfordshire
Haybrook IT Resourcing Ltd
Salary: Up to £55,000 per annum + bonus and excellent benefits
Posted: 5 days ago