The following table provides summary statistics for contract job vacancies advertised in the South West 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 22 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
England / South West
3 months to
22 Jun 2017
Same period 2016 Same period 2015
Rank 66 106 78
Rank change year-on-year +40 -28  
Contract jobs citing Data Modelling 73 41 65
As % of all contract IT jobs advertised in the South West 2.71% 1.37% 2.09%
As % of the Processes & Methodologies category 3.30% 1.73% 2.66%
Number of daily rates quoted 39 24 51
Median daily rate £450 £427 £475
Median daily rate % change year-on-year +5.32% -10.05%  
90% offered a daily rate of more than £348 £327 £325
10% offered a daily rate of more than £551 £647 £613
UK excluding London median daily rate £425 £440 £424
% change year-on-year -3.40% +3.77%  
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 the South West with a requirement for process and methodology skills.

Contract Process & Methodology Skills
South West
Contract job vacancies with a requirement for process and methodology skills 2211 2375 2447
As % of all contract IT job vacancies advertised in the South West 82.04% 79.19% 78.76%
Number of daily rates quoted 1414 1565 1643
Median daily rate £400 £385 £390
Median daily rate % change year-on-year +3.89% -1.28%  
90% offered a daily rate of more than £285 £280 £288
10% offered a daily rate of more than £550 £575 £530
UK excluding London median daily rate £415 £400 £385
% change year-on-year +3.75% +3.89%  
Number of hourly rates quoted 92 109 112
Median hourly rate £43.50 £35.50 £36.50
Median hourly rate % change year-on-year +22.53% -2.73%  
90% offered a hourly rate of more than £17.00 £21.50 £16.00
10% offered a hourly rate of more than £52.50 £46.25 £55.00
UK excluding London median hourly rate £33.50 £28.50 £30.00
% change year-on-year +17.54% -5.00%  

Data Modelling
Job Vacancy Trend in the South West

The job posting trend of jobs advertised in the South West 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 the South West

Data Modelling
Contractor Daily Rate Trend in the South West

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

Contractor daily rate trend for Data Modelling in the South West

Data Modelling
Contractor Daily Rate Histogram in the South West

The daily rate distribution of IT jobs citing Data Modelling in the South West over the 3 months to 22 June 2017.

Contractor daily rate histogram for Data Modelling in the South West

Data Modelling
Contractor Hourly Rate Trend in the South West

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

Contractor hourly rate trend for Data Modelling in the South West

Data Modelling
Contract Job Locations in the South West

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 South West region over the 3 months to 22 June 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
Wiltshire +17 29 £500 -10.31% 3
Bristol +8 20 £438 +10.75% 4
Gloucestershire +12 8 £425 -2.85%
Devon +4 8 £325 - 1
Dorset - 3 - - 1
Somerset -5 2 £525 +55.55% 3
Data Modelling
England

For the 6 months to 22 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 South West region with a requirement for Data Modelling.

1 50 (42.02%) SQL
2 46 (38.66%) Finance
3 41 (34.45%) Data Warehouse
4 39 (32.77%) Agile Software Development
5 37 (31.09%) ETL
6 34 (28.57%) Analytical Skills
7 31 (26.05%) Business Intelligence
8 27 (22.69%) Oracle
8 27 (22.69%) Data Analysis
9 22 (18.49%) Data Architecture
10 21 (17.65%) Data Management
10 21 (17.65%) Microsoft
10 21 (17.65%) Data Quality
11 19 (15.97%) Migration
12 18 (15.13%) SQL Server
12 18 (15.13%) SDLC
13 17 (14.29%) Marketing
13 17 (14.29%) Data Integration
14 16 (13.45%) Relational Database
15 15 (12.61%) Reference Data
15 15 (12.61%) PRINCE2
16 14 (11.76%) Project Management
16 14 (11.76%) Data Migration
17 13 (10.92%) Security Cleared
18 12 (10.08%) Hadoop
18 12 (10.08%) Dimensional Modelling
18 12 (10.08%) SQL Server Integration Services
18 12 (10.08%) PL/SQL
18 12 (10.08%) Kimball Methodology
19 11 (9.24%) Analytics

Data Modelling
Co-occurring IT Skills in the South West 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 5 (4.20%) Apache Solr
2 4 (3.36%) WebSphere
3 3 (2.52%) SAS
3 3 (2.52%) SharePoint
4 2 (1.68%) Apache Pig
4 2 (1.68%) Confluence
5 1 (0.84%) Oracle SOA Suite
5 1 (0.84%) SharePoint Server
5 1 (0.84%) WebLogic
Applications
1 3 (2.52%) Microsoft Excel
2 2 (1.68%) MS Visio
2 2 (1.68%) SPSS
3 1 (0.84%) Microsoft Office
Business Applications
1 6 (5.04%) SAP Oil and Gas
2 4 (3.36%) Dynamics CRM
3 2 (1.68%) OpenText Process Suite
4 1 (0.84%) SAP Hybris
Cloud Services
1 8 (6.72%) Amazon AWS
2 7 (5.88%) Microsoft Azure
3 5 (4.20%) Amazon S3
4 2 (1.68%) Cloud Computing
Communications & Networking
1 1 (0.84%) Internet
1 1 (0.84%) Kerberos
1 1 (0.84%) Radio Access Network
Database & Business Intelligence
1 41 (34.45%) Data Warehouse
2 18 (15.13%) SQL Server
3 16 (13.45%) Relational Database
4 12 (10.08%) Hadoop
4 12 (10.08%) SQL Server Integration Services
5 11 (9.24%) SQL Server Reporting Services
5 11 (9.24%) Star Schema
6 9 (7.56%) Data Mining
6 9 (7.56%) Oracle ODI
7 8 (6.72%) Amazon Redshift
7 8 (6.72%) Oracle Database
7 8 (6.72%) SQL Server Analysis Services
8 7 (5.88%) Apache Hive
8 7 (5.88%) Big Data
8 7 (5.88%) OLAP
8 7 (5.88%) SQL Server 2008
9 6 (5.04%) Data Lake
9 6 (5.04%) OLTP
10 5 (4.20%) Oracle OLAP
10 5 (4.20%) Pentaho
Development Applications
1 6 (5.04%) ERwin
2 5 (4.20%) MagicDraw
2 5 (4.20%) Oracle APEX
3 4 (3.36%) Talend Open Studio
4 3 (2.52%) SQL Server Management Studio (SSMS)
4 3 (2.52%) Team Foundation Server
4 3 (2.52%) Visual Studio
5 2 (1.68%) Eclipse
5 2 (1.68%) JIRA
5 2 (1.68%) TestRail
5 2 (1.68%) Toad
6 1 (0.84%) Ant
6 1 (0.84%) JUnit
6 1 (0.84%) Maven
General
1 46 (38.66%) Finance
2 17 (14.29%) Marketing
3 11 (9.24%) Banking
4 9 (7.56%) Telecoms
5 7 (5.88%) Manufacturing
5 7 (5.88%) Retail
6 6 (5.04%) Electronics
7 5 (4.20%) Investment Banking
7 5 (4.20%) Legal
8 3 (2.52%) Billing
9 2 (1.68%) Publishing
9 2 (1.68%) Wholesale Banking
10 1 (0.84%) Back Office
10 1 (0.84%) General Ledger
Job Titles
1 37 (31.09%) Developer
2 32 (26.89%) Architect
3 27 (22.69%) Analyst
4 20 (16.81%) Data Architect
5 11 (9.24%) Business Analyst
5 11 (9.24%) Data Modeller
6 8 (6.72%) Business Intelligence Developer
7 7 (5.88%) ETL Developer
7 7 (5.88%) SSIS Developer
8 6 (5.04%) Data Analyst
8 6 (5.04%) Oracle Developer
9 5 (4.20%) Business Intelligence Analyst
9 5 (4.20%) Data Warehouse Developer
9 5 (4.20%) SQL Developer
9 5 (4.20%) SSRS Developer
10 4 (3.36%) Analyst Developer
10 4 (3.36%) Financial Analyst
10 4 (3.36%) Senior Architect
10 4 (3.36%) Technical Architect
10 4 (3.36%) TOGAF Architect
Libraries, Frameworks & Software Standards
1 9 (7.56%) Middleware
2 8 (6.72%) XML
3 6 (5.04%) Web Services
4 5 (4.20%) Lucene
4 5 (4.20%) REST
4 5 (4.20%) WSDL
5 4 (3.36%) HTML
5 4 (3.36%) XSD
6 3 (2.52%) Ajax
7 2 (1.68%) .NET
7 2 (1.68%) AngularJS
7 2 (1.68%) CSS
7 2 (1.68%) DHTML
7 2 (1.68%) JSON
7 2 (1.68%) RESTful
7 2 (1.68%) Spring
7 2 (1.68%) WCF
8 1 (0.84%) J2EE
8 1 (0.84%) Sencha Touch
8 1 (0.84%) SOAP
Miscellaneous
1 34 (28.57%) Analytical Skills
2 15 (12.61%) Reference Data
3 9 (7.56%) Data Structures
4 8 (6.72%) Management Information System
5 6 (5.04%) Linked Data
6 5 (4.20%) Taxonomies
7 4 (3.36%) Data Centre
7 4 (3.36%) DataPower
8 2 (1.68%) Mobile App
8 2 (1.68%) NHS
8 2 (1.68%) N-Tier
8 2 (1.68%) Smart Meter
8 2 (1.68%) W3C
9 1 (0.84%) CESG
9 1 (0.84%) Enterprise Software
Operating Systems
1 7 (5.88%) Unix
2 5 (4.20%) Linux
3 2 (1.68%) Windows
4 1 (0.84%) Windows Server
Processes & Methodologies
1 39 (32.77%) Agile Software Development
2 37 (31.09%) ETL
3 31 (26.05%) Business Intelligence
4 27 (22.69%) Data Analysis
5 22 (18.49%) Data Architecture
6 21 (17.65%) Data Management
7 19 (15.97%) Migration
8 18 (15.13%) SDLC
9 17 (14.29%) Data Integration
10 15 (12.61%) PRINCE2
11 14 (11.76%) Data Migration
11 14 (11.76%) Project Management
12 12 (10.08%) Dimensional Modelling
12 12 (10.08%) Kimball Methodology
13 11 (9.24%) Analytics
13 11 (9.24%) SOA
13 11 (9.24%) Workflow
14 10 (8.40%) DevOps
14 10 (8.40%) Information Architecture
14 10 (8.40%) TOGAF
Programming Languages
1 50 (42.02%) SQL
2 12 (10.08%) PL/SQL
3 8 (6.72%) T-SQL
4 7 (5.88%) Java
5 5 (4.20%) JavaScript
6 4 (3.36%) Shell Script
7 3 (2.52%) C#
7 3 (2.52%) VBA
8 2 (1.68%) ABAP
8 2 (1.68%) R
8 2 (1.68%) SPARQL
8 2 (1.68%) Tcl
9 1 (0.84%) COBOL
9 1 (0.84%) Perl
9 1 (0.84%) PHP
9 1 (0.84%) Python
9 1 (0.84%) XAML
Qualifications
1 13 (10.92%) Security Cleared
2 11 (9.24%) SC Cleared
3 5 (4.20%) Degree
4 4 (3.36%) HNC
4 4 (3.36%) HND
5 3 (2.52%) PRINCE2 Practitioner
6 2 (1.68%) ISTQB
7 1 (0.84%) BC Cleared
Quality Assurance & Compliance
1 21 (17.65%) Data Quality
2 4 (3.36%) Disclosure Scotland
3 3 (2.52%) QA
4 1 (0.84%) GDPR
4 1 (0.84%) ISO/IEC 27001
4 1 (0.84%) JSP 440
4 1 (0.84%) PCI DSS
4 1 (0.84%) PMO
System Software
1 1 (0.84%) Oracle RAC
1 1 (0.84%) vCloud
Systems Management
1 1 (0.84%) Data Guard
Vendors
1 27 (22.69%) Oracle
2 21 (17.65%) Microsoft
3 10 (8.40%) SAP
3 10 (8.40%) Teradata
4 7 (5.88%) Informatica
5 6 (5.04%) Splunk
6 5 (4.20%) Cloudera
6 5 (4.20%) IBM
6 5 (4.20%) MapR
6 5 (4.20%) Nuix
7 4 (3.36%) Talend
8 3 (2.52%) Murex
8 3 (2.52%) Software AG
9 2 (1.68%) Cognos
9 2 (1.68%) hybris
9 2 (1.68%) OpenText
9 2 (1.68%) Tableau
10 1 (0.84%) Samsung
10 1 (0.84%) Sencha
10 1 (0.84%) Unisys
Swindon, Wiltshire
SidTech LTD
Rate: as per market
Posted: 19 hours ago
Wiltshire
NCC Group
Rate: Competitive rates
Posted: 6 days ago
Bournemouth, Dorset
Stonewater
Rate: c. £35,000 (subject to experience)
Posted: 13 days ago
Corsham
People Source Consulting
Rate: £550 - £560 per day
Posted: 14 days ago