The following table provides summary statistics for contract job vacancies advertised in Oxfordshire with a requirement for Data Modelling skills. Included is a benchmarking guide to the contractor rates 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.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Modelling
South East / Oxfordshire
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 47 37 49
Rank change year-on-year -10 +12  
Contract jobs citing Data Modelling 25 27 23
As % of all contract IT jobs advertised in Oxfordshire 3.99% 4.59% 3.02%
As % of the Processes & Methodologies category 4.84% 5.72% 3.73%
Number of daily rates quoted 22 21 12
Median daily rate £494 £425 £438
Median daily rate % change year-on-year +16.17% -2.85%  
90% offered a daily rate of more than £450 £375 £423
10% offered a daily rate of more than £550 £650 £459
UK excluding London median daily rate £425 £438 £423
% change year-on-year -2.85% +3.55%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £40.70 - £33.50

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 contract job vacancies advertised in Oxfordshire with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Oxfordshire
Contract job vacancies with a requirement for process and methodology skills 516 472 616
As % of all contract IT job vacancies advertised in Oxfordshire 82.30% 80.27% 80.95%
Number of daily rates quoted 390 347 413
Median daily rate £475 £415 £403
Median daily rate % change year-on-year +14.45% +3.10%  
90% offered a daily rate of more than £325 £310 £275
10% offered a daily rate of more than £580 £525 £508
UK excluding London median daily rate £415 £400 £380
% change year-on-year +3.75% +5.26%  
Number of hourly rates quoted 13 13 28
Median hourly rate £14.00 £16.00 £13.35
Median hourly rate % change year-on-year -12.50% +19.85%  
90% offered a hourly rate of more than £11.00 £14.00 £12.55
10% offered a hourly rate of more than £37.50 £40.50 £45.00
UK excluding London median hourly rate £34.00 £28.50 £30.00
% change year-on-year +19.29% -5.00%  

Data Modelling
Job Vacancy Trend in Oxfordshire

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

Job vacancy trend for Data Modelling in Oxfordshire

Data Modelling
Contractor Daily Rate Trend in Oxfordshire

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Modelling in Oxfordshire.

Contractor daily rate trend for Data Modelling in Oxfordshire

Data Modelling
Contractor Daily Rate Histogram in Oxfordshire

The daily rate distribution of IT jobs citing Data Modelling in Oxfordshire over the 3 months to 25 June 2017.

Contractor daily rate histogram for Data Modelling in Oxfordshire

Data Modelling
Contractor Hourly Rate Trend in Oxfordshire

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Data Modelling in Oxfordshire.

Contractor hourly rate trend for Data Modelling in Oxfordshire

Data Modelling
Contract Job Locations in Oxfordshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Modelling within the Oxfordshire region over the 3 months to 25 June 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Oxford +4 17 £500 +11.11% 4
Kidlington - 5 £450 -
Data Modelling
South East

For the 6 months to 25 June 2017, IT contractor 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 contract ads across the Oxfordshire region with a requirement for Data Modelling.

1 30 (78.95%) SQL
2 26 (68.42%) Agile Software Development
3 25 (65.79%) Data Warehouse
4 22 (57.89%) Business Intelligence
4 22 (57.89%) Talend Open Studio
4 22 (57.89%) Talend
4 22 (57.89%) Kimball Methodology
5 21 (55.26%) PL/SQL
6 20 (52.63%) ETL
6 20 (52.63%) Performance Tuning
7 19 (50.00%) Waterfall
7 19 (50.00%) Oracle BI EE
8 18 (47.37%) Oracle
9 15 (39.47%) Software Engineering
9 15 (39.47%) Dimensional Modelling
9 15 (39.47%) Oracle Database
10 12 (31.58%) Finance
11 6 (15.79%) Publishing
12 5 (13.16%) XML
12 5 (13.16%) .NET
13 4 (10.53%) C
13 4 (10.53%) Java
13 4 (10.53%) Migration
13 4 (10.53%) Oracle OWB
13 4 (10.53%) Data Migration
14 3 (7.89%) Oracle EBS R12
14 3 (7.89%) Data Analysis
14 3 (7.89%) Computer Science
14 3 (7.89%) Visualisation
14 3 (7.89%) Microsoft Azure

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:

Applications
1 3 (7.89%) Microsoft Excel
1 3 (7.89%) Microsoft Office
Business Applications
1 3 (7.89%) Oracle EBS R12
1 3 (7.89%) Oracle Receivables
1 3 (7.89%) Oracle TCA
1 3 (7.89%) Siebel CRM
2 1 (2.63%) Markit EDM
2 1 (2.63%) Oracle FAH
2 1 (2.63%) Oracle Financials
Cloud Services
1 3 (7.89%) Microsoft Azure
2 1 (2.63%) Amazon AWS
2 1 (2.63%) Boomi
2 1 (2.63%) Google Analytics
Database & Business Intelligence
1 25 (65.79%) Data Warehouse
2 19 (50.00%) Oracle BI EE
3 15 (39.47%) Oracle Database
4 4 (10.53%) Oracle OWB
5 3 (7.89%) Oracle Reports
6 2 (5.26%) Big Data
6 2 (5.26%) SQL Server
7 1 (2.63%) Oracle Database 11g
7 1 (2.63%) Power BI
7 1 (2.63%) QlikView
7 1 (2.63%) SQL Server 2014
7 1 (2.63%) SQL Server Analysis Services
7 1 (2.63%) SQL Server Integration Services
7 1 (2.63%) SQL Server Reporting Services
Development Applications
1 22 (57.89%) Talend Open Studio
2 2 (5.26%) JIRA
3 1 (2.63%) Git (software)
3 1 (2.63%) Jenkins
3 1 (2.63%) Sonatype Nexus
General
1 12 (31.58%) Finance
2 6 (15.79%) Publishing
Job Titles
1 24 (63.16%) Developer
2 15 (39.47%) Data Warehouse Developer
3 11 (28.95%) SQL Developer
4 9 (23.68%) Talend Developer
5 8 (21.05%) OBIEE Developer
6 7 (18.42%) Architect
7 6 (15.79%) Data Architect
8 3 (7.89%) Analyst
8 3 (7.89%) Consultant
8 3 (7.89%) ETL Developer
8 3 (7.89%) Functional Consultant
8 3 (7.89%) Oracle Consultant
8 3 (7.89%) Oracle Functional Consultant
9 2 (5.26%) Business Process Analyst
9 2 (5.26%) Oracle Data Warehouse Developer
9 2 (5.26%) Oracle Developer
9 2 (5.26%) Process Analyst
10 1 (2.63%) Database Developer
10 1 (2.63%) Oracle Financials Consultant
10 1 (2.63%) Siebel Developer
Libraries, Frameworks & Software Standards
1 5 (13.16%) .NET
1 5 (13.16%) XML
2 3 (7.89%) HTML
2 3 (7.89%) J2EE
2 3 (7.89%) JSP
3 1 (2.63%) Gherkin
3 1 (2.63%) Java EE
3 1 (2.63%) JSON
3 1 (2.63%) RESTful
3 1 (2.63%) SOAP
3 1 (2.63%) XML Schema
3 1 (2.63%) XSLT
Miscellaneous
1 3 (7.89%) Computer Science
2 2 (5.26%) User Experience
3 1 (2.63%) Greenfield Project
3 1 (2.63%) Robotics
3 1 (2.63%) SCORM
Operating Systems
1 3 (7.89%) Unix
1 3 (7.89%) Windows
Processes & Methodologies
1 26 (68.42%) Agile Software Development
2 22 (57.89%) Business Intelligence
2 22 (57.89%) Kimball Methodology
3 20 (52.63%) ETL
3 20 (52.63%) Performance Tuning
4 19 (50.00%) Waterfall
5 15 (39.47%) Dimensional Modelling
5 15 (39.47%) Software Engineering
6 4 (10.53%) Data Migration
6 4 (10.53%) Migration
7 3 (7.89%) Analytics
7 3 (7.89%) Data Analysis
7 3 (7.89%) Data Management
7 3 (7.89%) DevOps
7 3 (7.89%) ERP
7 3 (7.89%) Logical Data Model
7 3 (7.89%) Order to Cash
7 3 (7.89%) Scrum
7 3 (7.89%) Stakeholder Management
7 3 (7.89%) Visualisation
Programming Languages
1 30 (78.95%) SQL
2 21 (55.26%) PL/SQL
3 4 (10.53%) C
3 4 (10.53%) Java
4 3 (7.89%) C++
4 3 (7.89%) JavaScript
5 2 (5.26%) T-SQL
Qualifications
1 3 (7.89%) Degree
Quality Assurance & Compliance
1 1 (2.63%) Data Quality
1 1 (2.63%) QA
Vendors
1 22 (57.89%) Talend
2 18 (47.37%) Oracle
3 3 (7.89%) Siebel
4 1 (2.63%) Dell
4 1 (2.63%) Google
4 1 (2.63%) Tableau