The following table provides summary statistics for contract job vacancies advertised in Somerset 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 24 April 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 West / Somerset
3 months to
24 Apr 2017
Same period 2016 Same period 2015
Rank 27 30 51
Rank change year-on-year +3 +21  
Contract jobs citing Data Modelling 5 8 5
As % of all contract IT jobs advertised in Somerset 2.54% 3.02% 1.29%
As % of the Processes & Methodologies category 3.25% 3.72% 1.65%
Number of daily rates quoted 5 4 3
Median daily rate £350 £500 £550
Median daily rate % change year-on-year -30.00% -9.09%  
90% offered a daily rate of more than £325 £373 £450
10% offered a daily rate of more than £455 £1,846 £590
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 £21.00 £49.82 £31.25
% change year-on-year -57.84% +59.42%  

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 Somerset with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Somerset
Contract job vacancies with a requirement for process and methodology skills 154 215 303
As % of all contract IT job vacancies advertised in Somerset 78.17% 81.13% 78.09%
Number of daily rates quoted 97 104 199
Median daily rate £385 £400 £413
Median daily rate % change year-on-year -3.75% -3.03%  
90% offered a daily rate of more than £250 £275 £300
10% offered a daily rate of more than £500 £500 £698
UK excluding London median daily rate £413 £400 £393
% change year-on-year +3.12% +1.91%  
Number of hourly rates quoted 24 41 19
Median hourly rate £41.50 £42.25 £37.00
Median hourly rate % change year-on-year -1.77% +14.18%  
90% offered a hourly rate of more than £39.40 £32.50 £29.00
10% offered a hourly rate of more than £52.50 £57.00 £47.00
UK excluding London median hourly rate £36.00 £37.50 £30.35
% change year-on-year -4.00% +23.55%  

Data Modelling
Job Vacancy Trend in Somerset

The job posting trend of jobs advertised in Somerset 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 Somerset

Data Modelling
Contractor Daily Rate Trend in Somerset

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

Contractor daily rate trend for Data Modelling in Somerset

Data Modelling
Contractor Daily Rate Histogram in Somerset

The daily rate distribution of IT jobs citing Data Modelling in Somerset over the 3 months to 24 April 2017.

Contractor daily rate histogram for Data Modelling in Somerset

Data Modelling
Contractor Hourly Rate Trend in Somerset

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

Contractor hourly rate trend for Data Modelling in Somerset

Data Modelling
Contract Job Locations in Somerset

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 Somerset region over the 3 months to 24 April 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
Bath +5 4 £338 -20.58%
Data Modelling
South West

For the 6 months to 24 April 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 Somerset region with a requirement for Data Modelling.

1 6 (75.00%) SQL
2 5 (62.50%) T-SQL
2 5 (62.50%) SQL Server
2 5 (62.50%) Microsoft
2 5 (62.50%) SQL Server Reporting Services
3 4 (50.00%) SQL Server Integration Services
3 4 (50.00%) SQL Server Analysis Services
3 4 (50.00%) SQL Server 2008
3 4 (50.00%) Business Intelligence
3 4 (50.00%) Kimball Methodology
4 3 (37.50%) SAP
4 3 (37.50%) Manufacturing
4 3 (37.50%) Agile Software Development
4 3 (37.50%) Relational Database
5 2 (25.00%) Hadoop
5 2 (25.00%) Amazon AWS
5 2 (25.00%) Big Data
5 2 (25.00%) SAP Oil and Gas
5 2 (25.00%) Marketing
5 2 (25.00%) Digital Marketing
5 2 (25.00%) Scrum
5 2 (25.00%) Programme Management
5 2 (25.00%) Electronics
5 2 (25.00%) Telecoms
5 2 (25.00%) Finance
5 2 (25.00%) RDBMS
5 2 (25.00%) Star Schema
5 2 (25.00%) Data Warehouse
5 2 (25.00%) ETL
5 2 (25.00%) Creative Problem-Solving

Data Modelling
Co-occurring IT Skills in Somerset 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 1 (12.50%) Apache Pig
1 1 (12.50%) Apache Spark
Business Applications
1 2 (25.00%) SAP Oil and Gas
Cloud Services
1 2 (25.00%) Amazon AWS
2 1 (12.50%) AWS Lambda
2 1 (12.50%) BlueKai
2 1 (12.50%) Google Cloud Platform
Database & Business Intelligence
1 5 (62.50%) SQL Server
1 5 (62.50%) SQL Server Reporting Services
2 4 (50.00%) SQL Server 2008
2 4 (50.00%) SQL Server Analysis Services
2 4 (50.00%) SQL Server Integration Services
3 3 (37.50%) Relational Database
4 2 (25.00%) Big Data
4 2 (25.00%) Data Warehouse
4 2 (25.00%) Hadoop
4 2 (25.00%) RDBMS
4 2 (25.00%) Star Schema
5 1 (12.50%) Amazon Redshift
5 1 (12.50%) Apache Hive
5 1 (12.50%) BigQuery
5 1 (12.50%) Oracle ODI
5 1 (12.50%) Pentaho
5 1 (12.50%) PostgreSQL
5 1 (12.50%) SQL Server 2012
5 1 (12.50%) SQL Server 2014
Development Applications
1 1 (12.50%) Ant
1 1 (12.50%) Eclipse
1 1 (12.50%) Talend Open Studio
General
1 3 (37.50%) Manufacturing
2 2 (25.00%) Electronics
2 2 (25.00%) Finance
2 2 (25.00%) Marketing
2 2 (25.00%) Telecoms
3 1 (12.50%) Retail
Job Titles
1 5 (62.50%) Developer
2 4 (50.00%) Business Intelligence Developer
2 4 (50.00%) SSIS Developer
2 4 (50.00%) SSRS Developer
3 2 (25.00%) Big Data Consultant
3 2 (25.00%) Business Developer
3 2 (25.00%) Consultant
3 2 (25.00%) SQL BI Developer
3 2 (25.00%) SQL Developer
3 2 (25.00%) SSAS Developer
3 2 (25.00%) T-SQL Developer
4 1 (12.50%) Architect
4 1 (12.50%) Big Data Engineer
4 1 (12.50%) Data Consultant
4 1 (12.50%) Data Engineer
4 1 (12.50%) Data Warehouse Developer
4 1 (12.50%) Hadoop Consultant
4 1 (12.50%) Hadoop Engineer
4 1 (12.50%) Hybris Architect
Libraries, Frameworks & Software Standards
1 1 (12.50%) J2EE
1 1 (12.50%) Kafka
1 1 (12.50%) Node.js
1 1 (12.50%) Spring
Processes & Methodologies
1 4 (50.00%) Business Intelligence
1 4 (50.00%) Kimball Methodology
2 3 (37.50%) Agile Software Development
3 2 (25.00%) Continuous Integration
3 2 (25.00%) Creative Problem-Solving
3 2 (25.00%) Data Architecture
3 2 (25.00%) Digital Marketing
3 2 (25.00%) ETL
3 2 (25.00%) Programme Management
3 2 (25.00%) Scrum
4 1 (12.50%) API Design
4 1 (12.50%) B2B
4 1 (12.50%) Data Transformation
4 1 (12.50%) E-Commerce
4 1 (12.50%) Inmon Methodology
4 1 (12.50%) OO
4 1 (12.50%) OOP
4 1 (12.50%) Personalization
4 1 (12.50%) Unit Testing
Programming Languages
1 6 (75.00%) SQL
2 5 (62.50%) T-SQL
3 1 (12.50%) Java
3 1 (12.50%) Scala
Qualifications
1 1 (12.50%) SC Cleared
1 1 (12.50%) Security Cleared
System Software
1 1 (12.50%) HDFS
Systems Management
1 1 (12.50%) Hadoop YARN
Vendors
1 5 (62.50%) Microsoft
2 3 (37.50%) SAP
3 1 (12.50%) Adobe
3 1 (12.50%) Google
3 1 (12.50%) hybris
3 1 (12.50%) Informatica
3 1 (12.50%) Oracle
3 1 (12.50%) Talend
3 1 (12.50%) Teradata