Period
to 20 July 2017

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 6 months to 20 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
South West > Somerset
6 months to
20 Jul 2017
Same period 2016 Same period 2015
Rank 48 43 54
Rank change year-on-year -5 +11 +7
Contract jobs citing Data Modelling 8 9 17
As % of all contract IT jobs advertised in Somerset 1.80% 1.76% 2.35%
As % of the Processes & Methodologies category 2.29% 2.30% 2.99%
Number of daily rates quoted 6 9 15
Somerset median daily rate £350 £500 £330
Median daily rate % change year-on-year -30.00% +51.52% -12.93%
10th Percentile £303 £285 £294
90th Percentile £461 £1,846 £520
South West median daily rate £450 £450 £463
% change year-on-year - -2.70% +8.82%
Number of hourly rates quoted 0 0 0
Somerset median hourly rate - - -
South West median hourly rate £35.00 - -

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 350 392 568
As % of all contract IT job vacancies advertised in Somerset 78.65% 76.71% 78.67%
Number of daily rates quoted 234 206 342
Somerset median daily rate £375 £375 £364
Median daily rate % change year-on-year - +3.09% +3.93%
10th Percentile £207 £236 £275
90th Percentile £538 £525 £561
South West median daily rate £400 £375 £375
% change year-on-year +6.67% - +1.21%
Number of hourly rates quoted 34 61 60
Somerset median hourly rate £47.50 £38.75 £39.01
Median hourly rate % change year-on-year +22.58% -0.67% +15.28%
10th Percentile £35.95 £19.75 £28.28
90th Percentile £53.75 £46.25 £55.00
South West median hourly rate £40.00 £39.00 £35.00
% change year-on-year +2.56% +11.43% +45.83%

Data Modelling
Job Vacancy Trend in Somerset

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

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 6 months to 20 July 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 6 months to 20 July 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
Bath +5 5 £350 -81.04% 4
Data Modelling
South West

For the 6 months to 20 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 Somerset region with a requirement for Data Modelling.

1 5 (62.50%) SAP
1 5 (62.50%) Business Intelligence
2 4 (50.00%) Microsoft
2 4 (50.00%) SQL
2 4 (50.00%) T-SQL
2 4 (50.00%) SQL Server
2 4 (50.00%) SQL Server Reporting Services
2 4 (50.00%) SQL Server 2008
3 3 (37.50%) Relational Database
3 3 (37.50%) Data Architecture
3 3 (37.50%) SQL Server Integration Services
3 3 (37.50%) SQL Server Analysis Services
3 3 (37.50%) Manufacturing
4 2 (25.00%) Scrum
4 2 (25.00%) Agile Software Development
4 2 (25.00%) Retail
4 2 (25.00%) RDBMS
4 2 (25.00%) Star Schema
4 2 (25.00%) Electronics
4 2 (25.00%) Telecoms
4 2 (25.00%) Finance
4 2 (25.00%) B2B
4 2 (25.00%) E-Commerce
4 2 (25.00%) Marketing
4 2 (25.00%) Digital Marketing
4 2 (25.00%) Programme Management
4 2 (25.00%) hybris
4 2 (25.00%) Kimball Methodology
4 2 (25.00%) Creative Problem-Solving
5 1 (12.50%) Personalization

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:

Applications
1 1 (12.50%) SPSS
Business Applications
1 1 (12.50%) SAP Hybris
Database & Business Intelligence
1 4 (50.00%) SQL Server
1 4 (50.00%) SQL Server 2008
1 4 (50.00%) SQL Server Reporting Services
2 3 (37.50%) Relational Database
2 3 (37.50%) SQL Server Analysis Services
2 3 (37.50%) SQL Server Integration Services
3 2 (25.00%) RDBMS
3 2 (25.00%) Star Schema
4 1 (12.50%) BusinessObjects
4 1 (12.50%) BusinessObjects Business Intelligence
4 1 (12.50%) Data Warehouse
4 1 (12.50%) DB2
4 1 (12.50%) Enterprise Data Warehouse
4 1 (12.50%) Oracle BI EE
Development Applications
1 1 (12.50%) Ant
1 1 (12.50%) Eclipse
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%) Retail
2 2 (25.00%) Telecoms
Job Titles
1 5 (62.50%) Developer
2 4 (50.00%) Business Intelligence Developer
3 3 (37.50%) SSIS Developer
3 3 (37.50%) SSRS Developer
4 2 (25.00%) Business Developer
4 2 (25.00%) SQL BI Developer
4 2 (25.00%) SQL Developer
4 2 (25.00%) T-SQL Developer
5 1 (12.50%) Analyst
5 1 (12.50%) Architect
5 1 (12.50%) Consultant
5 1 (12.50%) Data Analyst
5 1 (12.50%) Designer
5 1 (12.50%) Hybris Architect
5 1 (12.50%) Hybris Consultant
5 1 (12.50%) Hybris Developer
5 1 (12.50%) QA Consultant
5 1 (12.50%) SAP Consultant
5 1 (12.50%) SAP Developer
5 1 (12.50%) Solutions Designer
Libraries, Frameworks & Software Standards
1 1 (12.50%) J2EE
1 1 (12.50%) Spring
Miscellaneous
1 1 (12.50%) Data Structures
Processes & Methodologies
1 5 (62.50%) Business Intelligence
2 3 (37.50%) Data Architecture
3 2 (25.00%) Agile Software Development
3 2 (25.00%) B2B
3 2 (25.00%) Creative Problem-Solving
3 2 (25.00%) Digital Marketing
3 2 (25.00%) E-Commerce
3 2 (25.00%) Kimball Methodology
3 2 (25.00%) Programme Management
3 2 (25.00%) Scrum
4 1 (12.50%) B2C
4 1 (12.50%) Business Analysis
4 1 (12.50%) Continuous Integration
4 1 (12.50%) ETL
4 1 (12.50%) OO
4 1 (12.50%) OOP
4 1 (12.50%) Personalization
4 1 (12.50%) Requirements Management
4 1 (12.50%) Stakeholder Management
4 1 (12.50%) Validation
Programming Languages
1 4 (50.00%) SQL
1 4 (50.00%) T-SQL
Quality Assurance & Compliance
1 1 (12.50%) QA
Vendors
1 5 (62.50%) SAP
2 4 (50.00%) Microsoft
3 2 (25.00%) hybris
4 1 (12.50%) Informatica
4 1 (12.50%) Netezza
4 1 (12.50%) Teradata