Period
to 23 July 2017

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 23 July 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
Oxfordshire > Oxford
6 months to
23 Jul 2017
Same period 2016 Same period 2015
Rank 40 53 42
Rank change year-on-year +13 -11 +3
Contract jobs citing Data Modelling 27 14 26
As % of all contract IT jobs advertised in Oxford 4.34% 2.38% 3.64%
As % of the Processes & Methodologies category 5.18% 2.95% 4.25%
Number of daily rates quoted 24 12 22
Oxford median daily rate £500 £450 £500
Median daily rate % change year-on-year +11.11% -10.00% +11.11%
10th Percentile £454 £413 £416
90th Percentile £550 £525 £530
Oxfordshire median daily rate £488 £438 £475
% change year-on-year +11.43% -7.89% +26.67%
Number of hourly rates quoted 0 0 0
Oxford median hourly rate - - -
Oxfordshire median hourly rate - - -

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 Oxford with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Oxford
Contract job vacancies with a requirement for process and methodology skills 521 475 612
As % of all contract IT job vacancies advertised in Oxford 83.76% 80.65% 85.71%
Number of daily rates quoted 397 356 495
Oxford median daily rate £450 £400 £400
Median daily rate % change year-on-year +12.50% - +21.21%
10th Percentile £254 £213 £250
90th Percentile £572 £538 £530
Oxfordshire median daily rate £438 £400 £400
% change year-on-year +9.38% - +17.65%
Number of hourly rates quoted 14 9 16
Oxford median hourly rate £21.25 £17.00 £14.25
Median hourly rate % change year-on-year +25.00% +19.30% +1.79%
10th Percentile £12.08 £13.24 £8.25
90th Percentile £77.50 £48.75 £31.25
Oxfordshire median hourly rate £19.75 £17.00 £20.00
% change year-on-year +16.18% -15.00% +42.86%

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 23 July 2017.

Contractor daily rate histogram for Data Modelling in Oxford

For the 6 months to 23 July 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 Oxford region with a requirement for Data Modelling.

1 22 (81.48%) SQL
2 20 (74.07%) Data Warehouse
3 18 (66.67%) PL/SQL
3 18 (66.67%) Talend Open Studio
3 18 (66.67%) Talend
4 17 (62.96%) Kimball Methodology
4 17 (62.96%) Agile Software Development
4 17 (62.96%) Business Intelligence
5 16 (59.26%) Performance Tuning
6 15 (55.56%) Dimensional Modelling
7 14 (51.85%) Oracle BI EE
7 14 (51.85%) Waterfall
8 13 (48.15%) ETL
9 12 (44.44%) Software Engineering
10 11 (40.74%) Oracle
11 9 (33.33%) Oracle Database
12 8 (29.63%) Finance
13 7 (25.93%) Data Management
14 6 (22.22%) Data Architecture
15 4 (14.81%) Master Data Management
15 4 (14.81%) Enterprise Architecture
16 3 (11.11%) Data Integration
16 3 (11.11%) Stakeholder Management
17 2 (7.41%) ERP
17 2 (7.41%) Microsoft Office
17 2 (7.41%) C
17 2 (7.41%) XML
17 2 (7.41%) Oracle Reports
17 2 (7.41%) Microsoft Excel
17 2 (7.41%) Data Analysis

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:

Applications
1 2 (7.41%) Microsoft Excel
1 2 (7.41%) Microsoft Office
Business Applications
1 2 (7.41%) Oracle EBS R12
1 2 (7.41%) Oracle Receivables
1 2 (7.41%) Oracle TCA
2 1 (3.70%) Oracle FAH
2 1 (3.70%) Oracle Financials
2 1 (3.70%) Siebel CRM
Database & Business Intelligence
1 20 (74.07%) Data Warehouse
2 14 (51.85%) Oracle BI EE
3 9 (33.33%) Oracle Database
4 2 (7.41%) Oracle Reports
5 1 (3.70%) Oracle OWB
Development Applications
1 18 (66.67%) Talend Open Studio
2 2 (7.41%) JIRA
General
1 8 (29.63%) Finance
2 1 (3.70%) Publishing
Job Titles
1 19 (70.37%) Developer
2 16 (59.26%) Data Warehouse Developer
3 11 (40.74%) SQL Developer
4 9 (33.33%) Talend Developer
5 7 (25.93%) OBIEE Developer
6 4 (14.81%) Data Modeller
7 3 (11.11%) Architect
7 3 (11.11%) Data Architect
7 3 (11.11%) ETL Developer
8 2 (7.41%) Consultant
8 2 (7.41%) Functional Consultant
8 2 (7.41%) Oracle Consultant
8 2 (7.41%) Oracle Functional Consultant
9 1 (3.70%) Business Intelligence Developer
9 1 (3.70%) Data Warehouse Specialist
9 1 (3.70%) ERP Consultant
9 1 (3.70%) ETL Specialist
9 1 (3.70%) Oracle Data Warehouse Developer
9 1 (3.70%) Oracle Developer
9 1 (3.70%) Siebel Architect
Libraries, Frameworks & Software Standards
1 2 (7.41%) XML
2 1 (3.70%) .NET
2 1 (3.70%) HTML
2 1 (3.70%) J2EE
2 1 (3.70%) JSP
2 1 (3.70%) XSLT
Miscellaneous
1 1 (3.70%) Computer Science
1 1 (3.70%) Management Information System
1 1 (3.70%) Robotics
1 1 (3.70%) SCORM
Operating Systems
1 1 (3.70%) Unix
1 1 (3.70%) Windows
Processes & Methodologies
1 17 (62.96%) Agile Software Development
1 17 (62.96%) Business Intelligence
1 17 (62.96%) Kimball Methodology
2 16 (59.26%) Performance Tuning
3 15 (55.56%) Dimensional Modelling
4 14 (51.85%) Waterfall
5 13 (48.15%) ETL
6 12 (44.44%) Software Engineering
7 7 (25.93%) Data Management
8 6 (22.22%) Data Architecture
9 4 (14.81%) Enterprise Architecture
9 4 (14.81%) Master Data Management
10 3 (11.11%) Data Integration
10 3 (11.11%) Stakeholder Management
11 2 (7.41%) Data Analysis
11 2 (7.41%) Data Migration
11 2 (7.41%) ERP
11 2 (7.41%) Logical Data Model
11 2 (7.41%) Migration
11 2 (7.41%) Order to Cash
Programming Languages
1 22 (81.48%) SQL
2 18 (66.67%) PL/SQL
3 2 (7.41%) C
4 1 (3.70%) C++
4 1 (3.70%) Java
4 1 (3.70%) JavaScript
Qualifications
1 2 (7.41%) Degree
2 1 (3.70%) Security Cleared
Vendors
1 18 (66.67%) Talend
2 11 (40.74%) Oracle
3 1 (3.70%) Siebel