Period
to 19 November 2017

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 6 months to 19 November 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
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 71 71 51
Rank change year-on-year 0 -20 +1
Contract jobs citing Data Modelling 34 38 60
As % of all contract IT jobs advertised in Oxfordshire 2.76% 2.99% 4.46%
As % of the Processes & Methodologies category 3.33% 3.43% 5.50%
Number of daily rates quoted 30 35 51
Oxfordshire median daily rate £500 £479 £520
Median daily rate % change year-on-year +4.38% -7.88% +4.00%
South East median daily rate £445 £438 £444
% change year-on-year +1.71% -1.41% +4.41%
Number of hourly rates quoted 0 0 0
Oxfordshire median hourly rate - - -
South East median hourly rate £47.50 £45.00 -
% change year-on-year +5.56% - -

Data Modelling is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Oxfordshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Oxfordshire
Contract vacancies with a requirement for process or methodology skills 1021 1108 1091
As % of all contract IT jobs advertised in Oxfordshire 83.01% 87.18% 81.12%
Number of daily rates quoted 832 801 799
Oxfordshire median daily rate £450 £425 £400
Median daily rate % change year-on-year +5.88% +6.25% +6.67%
10th Percentile £300 £213 £230
90th Percentile £588 £538 £520
South East median daily rate £425 £400 £390
% change year-on-year +6.25% +2.56% +4.00%
Number of hourly rates quoted 16 29 42
Oxfordshire median hourly rate £23.00 £20.00 £22.50
Median hourly rate % change year-on-year +15.00% -11.11% +50.00%
10th Percentile £13.67 £14.35 £12.57
90th Percentile £77.50 £44.15 £55.00
South East median hourly rate £23.00 £26.75 £26.55
% change year-on-year -14.02% +0.75% +51.71%

Data Modelling
Job Vacancy Trend in Oxfordshire

Job postings citing Data Modelling as a percentage of all IT jobs advertised in Oxfordshire.

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 6 months to 19 November 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 6 months to 19 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Oxford +8 27 £500 -3.85% 2
Kidlington -1 4 £475 -9.52%
Data Modelling
South East

For the 6 months to 19 November 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 (70.59%) SQL
2 22 (64.71%) Agile Software Development
3 21 (61.76%) PL/SQL
4 20 (58.82%) Business Intelligence
5 19 (55.88%) Data Warehouse
5 19 (55.88%) Kimball Methodology
6 16 (47.06%) Talend
6 16 (47.06%) ETL
6 16 (47.06%) Talend Open Studio
7 15 (44.12%) Data Management
7 15 (44.12%) Performance Tuning
8 14 (41.18%) Finance
9 13 (38.24%) Dimensional Modelling
10 12 (35.29%) Software Engineering
10 12 (35.29%) Oracle
11 10 (29.41%) Waterfall
11 10 (29.41%) Oracle BI EE
11 10 (29.41%) Data Architecture
12 6 (17.65%) Oracle EBS R12
12 6 (17.65%) Data Integration
12 6 (17.65%) Oracle Reports
12 6 (17.65%) Oracle Financials
12 6 (17.65%) Web Services
12 6 (17.65%) Oracle EBS
12 6 (17.65%) Salesforce.com
12 6 (17.65%) Oracle Database
12 6 (17.65%) Oracle Receivables
13 5 (14.71%) Amazon AWS
13 5 (14.71%) Master Data Management
13 5 (14.71%) Oracle SOA Suite

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:

Application Platforms
1 5 (14.71%) Oracle SOA Suite
2 4 (11.76%) Oracle Workflow
Business Applications
1 6 (17.65%) Oracle EBS
1 6 (17.65%) Oracle EBS R12
1 6 (17.65%) Oracle Financials
1 6 (17.65%) Oracle Receivables
2 4 (11.76%) Markit EDM
Cloud Services
1 5 (14.71%) Amazon AWS
2 4 (11.76%) Amazon Glacier
2 4 (11.76%) Amazon S3
2 4 (11.76%) Boomi
3 1 (2.94%) Azure Data Factory
3 1 (2.94%) Microsoft Azure
Communications & Networking
1 4 (11.76%) FTP
Database & Business Intelligence
1 19 (55.88%) Data Warehouse
2 10 (29.41%) Oracle BI EE
3 6 (17.65%) Oracle Database
3 6 (17.65%) Oracle Reports
4 5 (14.71%) SQL Server Integration Services
5 4 (11.76%) Oracle BI Publisher
5 4 (11.76%) SQL Server
5 4 (11.76%) SQL Server 2008
6 1 (2.94%) Azure SQL Data Warehouse
6 1 (2.94%) Data Lake
6 1 (2.94%) Oracle OWB
6 1 (2.94%) SQL Server Reporting Services
Development Applications
1 16 (47.06%) Talend Open Studio
2 5 (14.71%) JIRA
3 4 (11.76%) JDeveloper
3 4 (11.76%) Oracle Forms
General
1 14 (41.18%) Finance
2 2 (5.88%) Publishing
Job Titles
1 27 (79.41%) Developer
2 14 (41.18%) Data Warehouse Developer
3 11 (32.35%) Talend Developer
4 9 (26.47%) ETL Developer
4 9 (26.47%) SQL Developer
5 6 (17.65%) Oracle Developer
6 4 (11.76%) Business Intelligence Developer
6 4 (11.76%) Data Modeller
6 4 (11.76%) OBIEE Developer
7 3 (8.82%) Business Intelligence Specialist
7 3 (8.82%) Data Integration Developer
7 3 (8.82%) Data Integration Specialist
7 3 (8.82%) Data Warehouse Specialist
7 3 (8.82%) ETL Specialist
7 3 (8.82%) Integration Developer
7 3 (8.82%) Integration Specialist
7 3 (8.82%) Oracle Financials Developer
7 3 (8.82%) SQL BI Developer
8 1 (2.94%) Data Consultant
8 1 (2.94%) Lead Architect
Libraries, Frameworks & Software Standards
1 6 (17.65%) Web Services
2 4 (11.76%) RESTful
3 1 (2.94%) Gherkin
Miscellaneous
1 4 (11.76%) Data Structures
2 2 (5.88%) Greenfield Project
3 1 (2.94%) Management Information System
Processes & Methodologies
1 22 (64.71%) Agile Software Development
2 20 (58.82%) Business Intelligence
3 19 (55.88%) Kimball Methodology
4 16 (47.06%) ETL
5 15 (44.12%) Data Management
5 15 (44.12%) Performance Tuning
6 13 (38.24%) Dimensional Modelling
7 12 (35.29%) Software Engineering
8 10 (29.41%) Data Architecture
8 10 (29.41%) Waterfall
9 6 (17.65%) Data Integration
10 5 (14.71%) Enterprise Architecture
10 5 (14.71%) Master Data Management
10 5 (14.71%) OO
10 5 (14.71%) SOA
10 5 (14.71%) Stakeholder Management
11 4 (11.76%) ETL Development
11 4 (11.76%) OOP
11 4 (11.76%) Personalization
11 4 (11.76%) Workflow
Programming Languages
1 24 (70.59%) SQL
2 21 (61.76%) PL/SQL
3 5 (14.71%) C#
3 5 (14.71%) T-SQL
4 4 (11.76%) Java
5 1 (2.94%) C
Qualifications
1 1 (2.94%) Security Cleared
Quality Assurance & Compliance
1 1 (2.94%) QA
Vendors
1 16 (47.06%) Talend
2 12 (35.29%) Oracle
3 6 (17.65%) Salesforce.com
4 5 (14.71%) Microsoft
5 4 (11.76%) Dell