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 3 months to 24 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
24 Mar 2017
Same period 2016 Same period 2015
Data Modelling
South East / Oxfordshire
Rank 47 82 74
Rank change year-on-year +35 -8  
Permanent jobs citing Data Modelling 73 33 40
As % of all permanent IT jobs advertised in Oxfordshire 5.17% 2.33% 2.94%
As % of the Processes & Methodologies category 5.93% 2.70% 3.32%
Number of salaries quoted 67 25 28
Median salary £62,500 £45,000 £65,000
Median salary % change year-on-year +38.88% -30.76%  
90% offered a salary of more than £45,000 £24,000 £53,200
10% offered a salary of more than £67,500 £55,000 £75,000
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 Oxfordshire with a requirement for process and methodology skills.

Process & Methodology Skills
Oxfordshire
Permanent job vacancies with a requirement for process and methodology skills 1231 1222 1205
As % of all permanent IT job vacancies advertised in Oxfordshire 87.18% 86.42% 88.60%
Number of salaries quoted 1036 1036 969
Median salary £47,500 £48,500 £44,000
Median salary % change year-on-year -2.06% +10.22%  
90% offered a salary of more than £30,000 £32,500 £30,000
10% offered a salary of more than £67,500 £67,500 £65,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Modelling
Job Vacancy Trend in Oxfordshire

The job posting trend of jobs advertised in Oxfordshire 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 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 3 months to 24 March 2017.

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 3 months to 24 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Oxford +10 26 £50,000 +108.33% 2
Kidlington - 16 £55,000 -
Abingdon - 3 - -
Data Modelling
South East

Data Modelling
Top 30 Related IT Skills in Oxfordshire

For the 6 months to 24 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 Oxfordshire region with a requirement for Data Modelling.

1 86 (77.48%) Agile Software Development
2 66 (59.46%) Oracle
3 58 (52.25%) ETL
4 49 (44.14%) SQL
5 47 (42.34%) Talend Open Studio
5 47 (42.34%) Talend
6 42 (37.84%) Big Data
6 42 (37.84%) Java
6 42 (37.84%) Business Intelligence
7 41 (36.94%) XML
8 39 (35.14%) Degree
9 36 (32.43%) JIRA
10 35 (31.53%) SOAP
11 33 (29.73%) JBoss
11 33 (29.73%) Spring
11 33 (29.73%) Apache Camel
11 33 (29.73%) Oracle BI EE
12 32 (28.83%) Oracle Database
13 29 (26.13%) Kimball Methodology
13 29 (26.13%) TDD
14 27 (24.32%) Java EE
14 27 (24.32%) XML Schema
14 27 (24.32%) Continuous Integration
14 27 (24.32%) RESTful
15 26 (23.42%) Data Warehouse
16 23 (20.72%) Data Integration
16 23 (20.72%) REST
17 22 (19.82%) Performance Tuning
17 22 (19.82%) Web Services
17 22 (19.82%) Software Engineering

Data Modelling
Top Related 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 33 (29.73%) JBoss
2 6 (5.41%) Oracle SOA Suite
3 2 (1.80%) CMS
Applications
1 3 (2.70%) Moqups
Business Applications
1 2 (1.80%) HFM
1 2 (1.80%) Salesforce.com CRM
Cloud Services
1 19 (17.12%) Amazon AWS
2 6 (5.41%) Amazon S3
2 6 (5.41%) Amazon SQS
3 2 (1.80%) Force.com
3 2 (1.80%) Microsoft Azure
3 2 (1.80%) PaaS
Communications & Networking
1 2 (1.80%) HTTP
1 2 (1.80%) Internet
1 2 (1.80%) LDAP
Database & Business Intelligence
1 42 (37.84%) Big Data
2 33 (29.73%) Oracle BI EE
3 32 (28.83%) Oracle Database
4 26 (23.42%) Data Warehouse
5 12 (10.81%) BusinessObjects
5 12 (10.81%) Oracle ODI
6 7 (6.31%) QlikView
7 6 (5.41%) SQL Server
8 5 (4.50%) SQL Server Reporting Services
9 4 (3.60%) SQL Server 2008
10 2 (1.80%) Essbase
10 2 (1.80%) NoSQL
10 2 (1.80%) Oracle Database 11g
10 2 (1.80%) Oracle OLAP
10 2 (1.80%) PostgreSQL
10 2 (1.80%) Qlik Sense
10 2 (1.80%) SQL Server 2012
10 2 (1.80%) SQL Server 2014
10 2 (1.80%) SQL Server Analysis Services
10 2 (1.80%) SQL Server Integration Services
Development Applications
1 47 (42.34%) Talend Open Studio
2 36 (32.43%) JIRA
3 6 (5.41%) Ant
3 6 (5.41%) Atlassian Bamboo
3 6 (5.41%) Jenkins
3 6 (5.41%) JUnit
3 6 (5.41%) Mockito
3 6 (5.41%) Selenium
4 4 (3.60%) Oracle Forms
5 3 (2.70%) Axure RP
5 3 (2.70%) Balsamiq Mockups
General
1 13 (11.71%) Finance
2 10 (9.01%) Marketing
3 4 (3.60%) Publishing
4 3 (2.70%) Automotive
5 2 (1.80%) Retail
6 1 (0.90%) Telecoms
Job Titles
1 55 (49.55%) Developer
2 21 (18.92%) Architect
3 20 (18.02%) Java Developer
4 16 (14.41%) Analyst
4 16 (14.41%) Senior Developer
5 15 (13.51%) Integration Developer
6 14 (12.61%) AWS Developer
7 13 (11.71%) Java Engineer
8 12 (10.81%) Database Developer
8 12 (10.81%) XML Developer
9 11 (9.91%) Java Architect
9 11 (9.91%) XML Architect
10 10 (9.01%) Business Intelligence Lead
11 9 (8.11%) Algorithm Engineer
11 9 (8.11%) AWS Engineer
11 9 (8.11%) Business Analyst
11 9 (8.11%) Development Engineer
11 9 (8.11%) Principal Business Analyst
11 9 (8.11%) Senior Database Developer
12 7 (6.31%) SQL Developer
Libraries, Frameworks & Software Standards
1 41 (36.94%) XML
2 35 (31.53%) SOAP
3 33 (29.73%) Apache Camel
3 33 (29.73%) Spring
4 27 (24.32%) Java EE
4 27 (24.32%) RESTful
4 27 (24.32%) XML Schema
5 23 (20.72%) REST
6 22 (19.82%) Web Services
7 12 (10.81%) J2EE
7 12 (10.81%) JSP
8 6 (5.41%) .NET
8 6 (5.41%) EJB
8 6 (5.41%) HTML
8 6 (5.41%) JMS
8 6 (5.41%) JSF
8 6 (5.41%) Spring Boot
8 6 (5.41%) Spring MVC
8 6 (5.41%) Struts
8 6 (5.41%) WireMock
Miscellaneous
1 21 (18.92%) Semantic Web
2 17 (15.32%) Analytical Skills
3 13 (11.71%) Computer Science
4 9 (8.11%) Algorithms
5 6 (5.41%) N-Tier
6 4 (3.60%) Mobile App
7 3 (2.70%) Reinsurance
7 3 (2.70%) User Experience
8 2 (1.80%) Clustering
8 2 (1.80%) CMDB
8 2 (1.80%) Taxonomies
9 1 (0.90%) Linked Data
Operating Systems
1 12 (10.81%) Unix
2 7 (6.31%) Linux
3 6 (5.41%) Windows
Processes & Methodologies
1 86 (77.48%) Agile Software Development
2 58 (52.25%) ETL
3 42 (37.84%) Business Intelligence
4 29 (26.13%) Kimball Methodology
4 29 (26.13%) TDD
5 27 (24.32%) Continuous Integration
6 23 (20.72%) Data Integration
7 22 (19.82%) Performance Tuning
7 22 (19.82%) Software Engineering
8 21 (18.92%) Waterfall
9 20 (18.02%) Continuous Delivery
10 18 (16.22%) Data Management
10 18 (16.22%) Scrum
11 17 (15.32%) Informatics
12 16 (14.41%) Stakeholder Management
13 14 (12.61%) BDD
13 14 (12.61%) Integration Testing
13 14 (12.61%) Test Automation
14 13 (11.71%) Master Data Management
15 12 (10.81%) Continuous Improvement
Programming Languages
1 49 (44.14%) SQL
2 42 (37.84%) Java
3 19 (17.12%) PL/SQL
4 12 (10.81%) C#
5 11 (9.91%) Python
6 9 (8.11%) C++
6 9 (8.11%) Ruby
7 8 (7.21%) JavaScript
8 6 (5.41%) C
9 2 (1.80%) Apex Code
10 1 (0.90%) SPARQL
Qualifications
1 39 (35.14%) Degree
2 9 (8.11%) PhD
Quality Assurance & Compliance
1 3 (2.70%) Data Quality
Vendors
1 66 (59.46%) Oracle
2 47 (42.34%) Talend
3 10 (9.01%) Informatica
4 5 (4.50%) Cognos
5 4 (3.60%) Salesforce.com
6 2 (1.80%) Hyperion
6 2 (1.80%) SAP
6 2 (1.80%) ServiceNow
6 2 (1.80%) Sophos
7 1 (0.90%) Cognizant
7 1 (0.90%) HP
Oxford, Oxfordshire
Haybrook IT Resourcing Ltd
Salary: Up to £65,000 per annum + bonus and excellent benefits
Posted: Yesterday
Oxford, Oxfordshire
Haybrook IT Resourcing Ltd
Salary: Up to £55,000 per annum + bonus and excellent benefits
Posted: Yesterday