Period
to 21 January 2018

The following table provides summary statistics for contract job vacancies advertised in Oxford 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 21 January 2018 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
Oxfordshire > Oxford
6 months to
21 Jan 2018
Same period 2017 Same period 2016
Rank 68 47 34
Rank change year-on-year -21 -13 +8
Contract jobs citing Data Modelling 15 24 36
As % of all contract IT jobs advertised in Oxford 2.19% 3.57% 5.81%
As % of the Processes & Methodologies category 2.50% 4.13% 6.83%
Number of daily rates quoted 14 18 33
Oxford median daily rate £500 £520 £520
Median daily rate % change year-on-year -3.85% - +5.05%
10th Percentile £436 £376 £500
90th Percentile £575 £577 £625
Oxfordshire median daily rate £500 £520 £520
% change year-on-year -3.85% - +4.00%
Number of hourly rates quoted 0 0 0
Oxford median hourly rate - - -
Oxfordshire median hourly rate - - -

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 Oxford with a requirement for process or methodology skills.

All Process and Methodology Skills
Oxford
Contract vacancies with a requirement for process or methodology skills 601 581 527
As % of all contract IT jobs advertised in Oxford 87.74% 86.33% 85.00%
Number of daily rates quoted 525 443 438
Oxford median daily rate £450 £438 £399
Median daily rate % change year-on-year +2.86% +9.72% -5.34%
10th Percentile £300 £185 £209
90th Percentile £604 £575 £525
Oxfordshire median daily rate £450 £425 £388
% change year-on-year +5.88% +9.68% -3.13%
Number of hourly rates quoted 8 13 23
Oxford median hourly rate £30.25 £20.00 £55.00
Median hourly rate % change year-on-year +51.25% -63.64% +292.86%
10th Percentile £16.25 £13.69 £18.80
90th Percentile £77.50 £37.10 £113.25
Oxfordshire median hourly rate £20.50 £17.43 £27.50
% change year-on-year +17.61% -36.62% +61.76%

Data Modelling
Job Vacancy Trend in Oxford

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

Job vacancy trend for Data Modelling in Oxford

Data Modelling
Contractor Daily Rate Trend in Oxford

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

Contractor daily rate trend for Data Modelling in Oxford

Data Modelling
Contractor Daily Rate Histogram in Oxford

The daily rate distribution of IT jobs citing Data Modelling in Oxford over the 6 months to 21 January 2018.

Contractor daily rate histogram for Data Modelling in Oxford

For the 6 months to 21 January 2018, 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 Oxford region with a requirement for Data Modelling.

1 11 (73.33%) SQL
2 10 (66.67%) Agile Software Development
3 9 (60.00%) Business Intelligence
4 8 (53.33%) Finance
5 7 (46.67%) ETL
6 6 (40.00%) PL/SQL
6 6 (40.00%) Salesforce.com
6 6 (40.00%) Data Management
6 6 (40.00%) Kimball Methodology
7 5 (33.33%) SQL Server Integration Services
7 5 (33.33%) JIRA
7 5 (33.33%) Amazon AWS
7 5 (33.33%) Microsoft
7 5 (33.33%) Data Warehouse
7 5 (33.33%) C#
7 5 (33.33%) T-SQL
8 4 (26.67%) Oracle
8 4 (26.67%) SQL Server
8 4 (26.67%) Web Services
8 4 (26.67%) OOP
8 4 (26.67%) OO
8 4 (26.67%) Java
8 4 (26.67%) Oracle Reports
8 4 (26.67%) Oracle Financials
8 4 (26.67%) SOA
8 4 (26.67%) FTP
8 4 (26.67%) Dell
8 4 (26.67%) Oracle EBS
8 4 (26.67%) Amazon S3
8 4 (26.67%) SQL Server 2008

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 4 (26.67%) Oracle SOA Suite
2 3 (20.00%) Confluence
2 3 (20.00%) Oracle Workflow
Business Applications
1 4 (26.67%) Markit EDM
1 4 (26.67%) Oracle EBS
1 4 (26.67%) Oracle EBS R12
1 4 (26.67%) Oracle Financials
1 4 (26.67%) Oracle Receivables
Cloud Services
1 5 (33.33%) Amazon AWS
2 4 (26.67%) Amazon Glacier
2 4 (26.67%) Amazon S3
2 4 (26.67%) Boomi
3 1 (6.67%) Azure Data Factory
3 1 (6.67%) Microsoft Azure
Communications & Networking
1 4 (26.67%) FTP
Database & Business Intelligence
1 5 (33.33%) Data Warehouse
1 5 (33.33%) SQL Server Integration Services
2 4 (26.67%) Oracle Reports
2 4 (26.67%) SQL Server
2 4 (26.67%) SQL Server 2008
3 3 (20.00%) Oracle BI Publisher
4 1 (6.67%) Azure SQL Data Warehouse
4 1 (6.67%) Data Lake
4 1 (6.67%) SQL Server Reporting Services
Development Applications
1 5 (33.33%) JIRA
2 3 (20.00%) JDeveloper
2 3 (20.00%) Oracle Forms
General
1 8 (53.33%) Finance
Job Titles
1 11 (73.33%) Developer
2 5 (33.33%) ETL Developer
3 4 (26.67%) Oracle Developer
4 3 (20.00%) Analyst
4 3 (20.00%) Business Analyst
4 3 (20.00%) Business Intelligence Developer
4 3 (20.00%) Oracle Financials Developer
4 3 (20.00%) SQL Developer
5 2 (13.33%) Business Intelligence Specialist
5 2 (13.33%) Data Integration Developer
5 2 (13.33%) Data Integration Specialist
5 2 (13.33%) Data Warehouse Developer
5 2 (13.33%) Data Warehouse Specialist
5 2 (13.33%) ETL Specialist
5 2 (13.33%) Integration Developer
5 2 (13.33%) Integration Specialist
5 2 (13.33%) SQL BI Developer
5 2 (13.33%) Talend Developer
6 1 (6.67%) Business Intelligence Business Analyst
6 1 (6.67%) Microsoft BI Developer
Libraries, Frameworks & Software Standards
1 4 (26.67%) RESTful
1 4 (26.67%) Web Services
Miscellaneous
1 4 (26.67%) Data Structures
2 2 (13.33%) Greenfield Project
Processes & Methodologies
1 10 (66.67%) Agile Software Development
2 9 (60.00%) Business Intelligence
3 7 (46.67%) ETL
4 6 (40.00%) Data Management
4 6 (40.00%) Kimball Methodology
5 4 (26.67%) ETL Development
5 4 (26.67%) OO
5 4 (26.67%) OOP
5 4 (26.67%) SOA
6 3 (20.00%) BPEL
6 3 (20.00%) Data Analysis
6 3 (20.00%) Performance Tuning
6 3 (20.00%) Personalization
6 3 (20.00%) Workflow
7 2 (13.33%) Data Architecture
7 2 (13.33%) Data Integration
7 2 (13.33%) Dimensional Modelling
7 2 (13.33%) Software Engineering
7 2 (13.33%) Stakeholder Management
7 2 (13.33%) User Stories
Programming Languages
1 11 (73.33%) SQL
2 6 (40.00%) PL/SQL
3 5 (33.33%) C#
3 5 (33.33%) T-SQL
4 4 (26.67%) Java
Vendors
1 6 (40.00%) Salesforce.com
2 5 (33.33%) Microsoft
3 4 (26.67%) Dell
3 4 (26.67%) Oracle
4 3 (20.00%) Tableau
5 2 (13.33%) Talend