The following table provides summary statistics for contract job vacancies advertised in Swindon 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 26 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
Wiltshire / Swindon
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 20 38 16
Rank change year-on-year +18 -22  
Contract jobs citing Data Modelling 22 4 28
As % of all contract IT jobs advertised in Swindon 6.55% 1.17% 7.57%
As % of the Processes & Methodologies category 7.69% 1.57% 9.46%
Number of daily rates quoted 12 4 25
Median daily rate £500 £463 £500
Median daily rate % change year-on-year +8.10% -7.50%  
90% offered a daily rate of more than £376 £450 £360
10% offered a daily rate of more than £538 £641 £638
UK excluding London median daily rate £425 £438 £420
% change year-on-year -2.85% +4.16%  
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 Swindon with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Swindon
Contract job vacancies with a requirement for process and methodology skills 286 255 296
As % of all contract IT job vacancies advertised in Swindon 85.12% 74.56% 80.00%
Number of daily rates quoted 180 178 224
Median daily rate £400 £400 £412
Median daily rate % change year-on-year - -2.79%  
90% offered a daily rate of more than £323 £300 £325
10% offered a daily rate of more than £550 £563 £563
UK excluding London median daily rate £415 £400 £380
% change year-on-year +3.75% +5.26%  
Number of hourly rates quoted 1 3 15
Median hourly rate £13.86 £38.50 £16.00
Median hourly rate % change year-on-year -64.00% +140.62%  
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 Swindon

The job posting trend of jobs advertised in Swindon 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 Swindon

Data Modelling
Contractor Daily Rate Trend in Swindon

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

Contractor daily rate trend for Data Modelling in Swindon

Data Modelling
Contractor Daily Rate Histogram in Swindon

The daily rate distribution of IT jobs citing Data Modelling in Swindon over the 3 months to 26 June 2017.

Contractor daily rate histogram for Data Modelling in Swindon

Data Modelling
Contractor Hourly Rate Trend in Swindon

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

Contractor hourly rate trend for Data Modelling in Swindon

For the 6 months to 26 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 Swindon region with a requirement for Data Modelling.

1 19 (55.88%) Finance
2 13 (38.24%) Analytical Skills
3 10 (29.41%) Agile Software Development
4 9 (26.47%) ETL
4 9 (26.47%) Workflow
4 9 (26.47%) Marketing
5 8 (23.53%) Oracle ODI
5 8 (23.53%) DevOps
5 8 (23.53%) Data Analysis
5 8 (23.53%) Middleware
5 8 (23.53%) Oracle
6 7 (20.59%) SQL
6 7 (20.59%) Project Management
6 7 (20.59%) Amazon Redshift
6 7 (20.59%) Amazon AWS
7 5 (14.71%) User Acceptance Testing
7 5 (14.71%) Integration Testing
7 5 (14.71%) Process Improvement
7 5 (14.71%) Operational Acceptance Testing
7 5 (14.71%) Retail
7 5 (14.71%) PRINCE2
7 5 (14.71%) Data Warehouse
8 4 (11.76%) Unix
8 4 (11.76%) Business Intelligence
8 4 (11.76%) Star Schema
8 4 (11.76%) Microsoft
8 4 (11.76%) Shell Script
8 4 (11.76%) Kimball Methodology
8 4 (11.76%) Analytics
8 4 (11.76%) Dimensional Modelling

Data Modelling
Co-occurring IT Skills in Swindon 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 3 (8.82%) WebSphere
2 1 (2.94%) SAS
Business Applications
1 1 (2.94%) SAP Oil and Gas
Cloud Services
1 7 (20.59%) Amazon AWS
2 4 (11.76%) Amazon S3
2 4 (11.76%) Microsoft Azure
Database & Business Intelligence
1 8 (23.53%) Oracle ODI
2 7 (20.59%) Amazon Redshift
3 5 (14.71%) Data Warehouse
4 4 (11.76%) Oracle BI EE
4 4 (11.76%) Star Schema
5 3 (8.82%) Data Mart
5 3 (8.82%) MySQL
5 3 (8.82%) SQL Server
6 2 (5.88%) Apache Cassandra
6 2 (5.88%) MongoDB
6 2 (5.88%) NoSQL
7 1 (2.94%) SQL Server Integration Services
Development Applications
1 1 (2.94%) JUnit
1 1 (2.94%) Maven
General
1 19 (55.88%) Finance
2 9 (26.47%) Marketing
3 5 (14.71%) Retail
4 2 (5.88%) Billing
5 1 (2.94%) Banking
5 1 (2.94%) Electronics
5 1 (2.94%) Manufacturing
5 1 (2.94%) Telecoms
Job Titles
1 10 (29.41%) Analyst
2 7 (20.59%) Data Modeller
3 5 (14.71%) Business Analyst
3 5 (14.71%) Developer
4 4 (11.76%) ETL Developer
5 3 (8.82%) Architect
5 3 (8.82%) Murex Analyst
5 3 (8.82%) Redshift Developer
5 3 (8.82%) Test Analyst
6 2 (5.88%) Business Intelligence Analyst
6 2 (5.88%) Cassandra DBA
6 2 (5.88%) Data Architect
6 2 (5.88%) DBA
6 2 (5.88%) Functional Analyst
6 2 (5.88%) Middleware Engineer
6 2 (5.88%) Senior Middleware Engineer
7 1 (2.94%) Linux Engineer
7 1 (2.94%) Portfolio Manager
7 1 (2.94%) Technical Business Analyst
7 1 (2.94%) Technical Leader
Libraries, Frameworks & Software Standards
1 8 (23.53%) Middleware
2 2 (5.88%) RESTful
3 1 (2.94%) Ajax
3 1 (2.94%) AngularJS
3 1 (2.94%) Ext JS
3 1 (2.94%) Hibernate
3 1 (2.94%) JSON
3 1 (2.94%) Sencha Touch
3 1 (2.94%) Spring
Miscellaneous
1 13 (38.24%) Analytical Skills
2 3 (8.82%) Data Centre
2 3 (8.82%) DataPower
3 2 (5.88%) Computer Science
3 2 (5.88%) Mobile App
3 2 (5.88%) Replication
3 2 (5.88%) Smart Meter
Operating Systems
1 4 (11.76%) Unix
2 1 (2.94%) Linux
Processes & Methodologies
1 10 (29.41%) Agile Software Development
2 9 (26.47%) ETL
2 9 (26.47%) Workflow
3 8 (23.53%) Data Analysis
3 8 (23.53%) DevOps
4 7 (20.59%) Project Management
5 5 (14.71%) Integration Testing
5 5 (14.71%) Operational Acceptance Testing
5 5 (14.71%) PRINCE2
5 5 (14.71%) Process Improvement
5 5 (14.71%) User Acceptance Testing
6 4 (11.76%) Analytics
6 4 (11.76%) Business Intelligence
6 4 (11.76%) Dimensional Modelling
6 4 (11.76%) Kimball Methodology
6 4 (11.76%) Single Customer View
7 3 (8.82%) BPMN
7 3 (8.82%) SOA
7 3 (8.82%) Stakeholder Management
7 3 (8.82%) Use Case
Programming Languages
1 7 (20.59%) SQL
2 4 (11.76%) Shell Script
3 3 (8.82%) PL/SQL
4 2 (5.88%) ABAP
4 2 (5.88%) CQL
5 1 (2.94%) Java
5 1 (2.94%) JavaScript
5 1 (2.94%) Perl
5 1 (2.94%) Python
Qualifications
1 2 (5.88%) Degree
Quality Assurance & Compliance
1 1 (2.94%) Data Quality
1 1 (2.94%) ISO/IEC 27001
1 1 (2.94%) PCI DSS
1 1 (2.94%) PMO
Vendors
1 8 (23.53%) Oracle
2 4 (11.76%) Microsoft
3 3 (8.82%) Murex
4 2 (5.88%) IBM
5 1 (2.94%) SAP
5 1 (2.94%) Sencha
5 1 (2.94%) Software AG
5 1 (2.94%) Splunk