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 22 March 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.

3 months to
22 Mar 2017
Same period 2016 Same period 2015
Data Modelling
South East / Oxfordshire
Rank 48 54 44
Rank change year-on-year +6 -10  
Contract jobs citing Data Modelling 13 3 24
As % of all contract IT jobs advertised in Oxfordshire 2.39% 0.59% 3.55%
As % of the Processes & Methodologies category 3.02% 0.75% 4.18%
Number of daily rates quoted 8 3 19
Median daily rate £488 £438 £488
Median daily rate % change year-on-year +11.42% -10.25%  
90% offered a daily rate of more than £452 £408 £419
10% offered a daily rate of more than £550 £448 £530
UK excluding London median daily rate £438 £450 £425
% change year-on-year -2.77% +5.88%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £38.37 £49.82 £40.00
% change year-on-year -22.98% +24.55%  

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 431 401 574
As % of all contract IT job vacancies advertised in Oxfordshire 79.23% 79.25% 84.79%
Number of daily rates quoted 314 316 371
Median daily rate £450 £400 £410
Median daily rate % change year-on-year +12.50% -2.43%  
90% offered a daily rate of more than £250 £213 £250
10% offered a daily rate of more than £550 £500 £550
UK excluding London median daily rate £409 £400 £398
% change year-on-year +2.25% +0.62%  
Number of hourly rates quoted 15 10 35
Median hourly rate £55.00 £17.50 £25.00
Median hourly rate % change year-on-year +214.28% -30.00%  
UK excluding London median hourly rate £36.00 £39.00 £30.00
% change year-on-year -7.69% +30.00%  

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 Hourly Rate Trend in Oxfordshire

This chart provides the 3-month moving average for hourly rates quoted in IT contractor 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 22 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Oxford +4 7 £500 +12.67% 3
Kidlington - 1 £450 - 1
Data Modelling
South East

Data Modelling
Top 30 Related IT Skills in Oxfordshire

For the 6 months to 22 March 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 24 (72.73%) SQL
2 21 (63.64%) Agile Software Development
3 16 (48.48%) Oracle
4 15 (45.45%) ETL
5 13 (39.39%) Business Intelligence
6 12 (36.36%) Data Warehouse
6 12 (36.36%) XML
7 10 (30.30%) Talend Open Studio
7 10 (30.30%) Talend
7 10 (30.30%) Kimball Methodology
7 10 (30.30%) Oracle Database
7 10 (30.30%) Performance Tuning
8 9 (27.27%) DevOps
8 9 (27.27%) Java
9 8 (24.24%) Finance
10 7 (21.21%) Publishing
10 7 (21.21%) JIRA
11 6 (18.18%) Java EE
11 6 (18.18%) JSON
11 6 (18.18%) Git (software)
11 6 (18.18%) Continuous Integration
11 6 (18.18%) RESTful
11 6 (18.18%) Amazon AWS
11 6 (18.18%) Jenkins
11 6 (18.18%) Sonatype Nexus
11 6 (18.18%) Data Management
11 6 (18.18%) XML Schema
11 6 (18.18%) SOAP
12 5 (15.15%) MS Excel
12 5 (15.15%) ERP

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:

Applications
1 5 (15.15%) MS Excel
1 5 (15.15%) MS Office
Business Applications
1 5 (15.15%) Oracle EBS R12
1 5 (15.15%) Oracle Receivables
1 5 (15.15%) Oracle TCA
2 1 (3.03%) Markit EDM
Cloud Services
1 6 (18.18%) Amazon AWS
2 5 (15.15%) Microsoft Azure
3 1 (3.03%) Boomi
Database & Business Intelligence
1 12 (36.36%) Data Warehouse
2 10 (30.30%) Oracle Database
3 4 (12.12%) Oracle BI EE
3 4 (12.12%) Oracle OWB
3 4 (12.12%) Oracle Reports
4 3 (9.09%) Big Data
4 3 (9.09%) SQL Server
5 1 (3.03%) Oracle Database 11g
5 1 (3.03%) Power BI
5 1 (3.03%) SQL Server 2014
Development Applications
1 10 (30.30%) Talend Open Studio
2 7 (21.21%) JIRA
3 6 (18.18%) Git (software)
3 6 (18.18%) Jenkins
3 6 (18.18%) Sonatype Nexus
General
1 8 (24.24%) Finance
2 7 (21.21%) Publishing
3 2 (6.06%) Marketing
Job Titles
1 16 (48.48%) Developer
2 8 (24.24%) Architect
3 7 (21.21%) ETL Developer
4 6 (18.18%) Agile Developer
4 6 (18.18%) Data Architect
5 5 (15.15%) Consultant
5 5 (15.15%) Oracle Consultant
6 4 (12.12%) Analyst
6 4 (12.12%) Data Warehouse Developer
7 3 (9.09%) Agile Java Developer
7 3 (9.09%) AWS Developer
7 3 (9.09%) Business Intelligence Architect
7 3 (9.09%) Business Process Analyst
7 3 (9.09%) Designer
7 3 (9.09%) Functional Consultant
7 3 (9.09%) Java Developer
7 3 (9.09%) Oracle Functional Consultant
7 3 (9.09%) Process Analyst
7 3 (9.09%) XML Developer
7 3 (9.09%) XML XSLT Developer
Libraries, Frameworks & Software Standards
1 12 (36.36%) XML
2 6 (18.18%) Java EE
2 6 (18.18%) JSON
2 6 (18.18%) RESTful
2 6 (18.18%) SOAP
2 6 (18.18%) XML Schema
3 5 (15.15%) .NET
4 3 (9.09%) HTML
4 3 (9.09%) J2EE
4 3 (9.09%) JSP
4 3 (9.09%) REST
4 3 (9.09%) XSLT
Miscellaneous
1 5 (15.15%) User Experience
2 3 (9.09%) Computer Science
2 3 (9.09%) SCORM
Operating Systems
1 3 (9.09%) Unix
1 3 (9.09%) Windows
Processes & Methodologies
1 21 (63.64%) Agile Software Development
2 15 (45.45%) ETL
3 13 (39.39%) Business Intelligence
4 10 (30.30%) Kimball Methodology
4 10 (30.30%) Performance Tuning
5 9 (27.27%) DevOps
6 6 (18.18%) Continuous Integration
6 6 (18.18%) Data Management
7 5 (15.15%) Analytics
7 5 (15.15%) Data Analysis
7 5 (15.15%) ERP
7 5 (15.15%) Migration
7 5 (15.15%) Order to Cash
7 5 (15.15%) Scrum
7 5 (15.15%) Visualisation
8 4 (12.12%) Data Migration
8 4 (12.12%) Informatics
8 4 (12.12%) TDD
8 4 (12.12%) Waterfall
9 3 (9.09%) Software Engineering
Programming Languages
1 24 (72.73%) SQL
2 9 (27.27%) Java
3 4 (12.12%) PL/SQL
4 3 (9.09%) C
4 3 (9.09%) C++
4 3 (9.09%) JavaScript
4 3 (9.09%) T-SQL
5 2 (6.06%) PHP
Qualifications
1 5 (15.15%) Degree
Quality Assurance & Compliance
1 1 (3.03%) Data Quality
Vendors
1 16 (48.48%) Oracle
2 10 (30.30%) Talend
3 3 (9.09%) Siebel
4 2 (6.06%) Microsoft
5 1 (3.03%) Dell