The table below looks at the statistics for Data Modelling skills in IT contracts advertised for the South West region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Modelling over the 3 months to 4 May 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
4 May 2016
Same period 2015 Same period 2014
Data Modeling
Rank 93 77 63
Rank change year-on-year
-16 -14
Contract jobs citing Data Modelling 45 65 87
As % of all contract IT jobs located in the South West 1.55% 2.12% 2.72%
As % of the Processes & Methodologies category 1.98% 2.72% 3.45%
Number of daily rates quoted 35 46 62
Median daily rate £450 £490 £425
Median daily rate % change year-on-year
-8.16% +15.29%
90% offered a daily rate of more than £306 £325 £313
10% offered a daily rate of more than £1,114 £600 £534
UK excluding London median daily rate £450 £425 £411
% change year-on-year
+5.88% +3.34%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £49.82 £31.25 £17.50
% change year-on-year
+59.42% +78.57%
Data Modelling
England

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the South West region.

Processes & Methodologies Category
South West
Contract IT job ads with a match in the
Processes & Methodologies category
2269 2392 2521
As % of all contract IT jobs located in the South West 78.32% 77.89% 78.86%
Number of daily rates quoted 1474 1541 1577
Median daily rate £388 £400 £365
Median daily rate % change year-on-year
-3.12% +9.58%
90% offered a daily rate of more than £275 £294 £275
10% offered a daily rate of more than £535 £545 £500
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 137 97 112
Median hourly rate £42.25 £37.00 £35.00
Median hourly rate % change year-on-year
+14.18% +5.71%
90% offered a hourly rate of more than £25.00 £15.25 £13.50
10% offered a hourly rate of more than £46.90 £47.00 £42.50
UK excluding London median hourly rate £36.00 £30.50 £31.00
% change year-on-year
+18.03% -1.61%

Data Modelling
Jobs Demand Trend in the South West

The demand trend of contract jobs across the South West region citing Data Modelling as a proportion of all IT contracts with a match in the Processes & Methodologies category.

Data Modelling Jobs Demand Trend in the South West

Data Modelling
Daily Rate Trend in the South West

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

Data Modelling Daily Rate Trend in the South West

Data Modelling
Daily Rate Histogram in the South West

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Modelling across the South West region over the 3 months to 4 May 2016.

Data Modelling Daily Rate Histogram in the South West

Data Modelling
Hourly Rate Trend in the South West

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

Data Modelling Hourly Rate Trend 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 4 May 2016. 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
(Click see detailed
statistics and trends)
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
Bristol -5 14 £413 +3.12% 6
Wiltshire -26 10 £450 -10.00%
Somerset +16 8 £425 -
Dorset -4 7 £750 +47.05% 1
Gloucestershire +6 6 £425 +17.24%
Devon - 2 £325 -
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the South West

For the 6 months to 4 May 2016, 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 61 (47.29%) Data Warehouse
2 59 (45.74%) Finance
3 56 (43.41%) SQL
4 43 (33.33%) Business Intelligence
5 40 (31.01%) SQL Server
6 36 (27.91%) ETL
7 30 (23.26%) Data Analysis
8 22 (17.05%) Migration
8 22 (17.05%) SQL Server Integration Services
9 21 (16.28%) Banking
10 19 (14.73%) Analytical Skills
11 18 (13.95%) SQL Server Reporting Services
11 18 (13.95%) Agile Software Development
12 15 (11.63%) Security Cleared
12 15 (11.63%) Stakeholder Management
12 15 (11.63%) Microsoft
12 15 (11.63%) Logical Data Model
13 14 (10.85%) BusinessObjects
13 14 (10.85%) XML
14 13 (10.08%) Oracle
14 13 (10.08%) SC Cleared
14 13 (10.08%) Data Migration
14 13 (10.08%) Physical Data Model
14 13 (10.08%) Data Governance
15 12 (9.30%) Data Quality
15 12 (9.30%) Use Case
15 12 (9.30%) Open Source
15 12 (9.30%) Validation
15 12 (9.30%) UML
15 12 (9.30%) MS Excel

Data Modelling
Top Related 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 10 (7.75%) SAS
2 6 (4.65%) Elasticsearch
2 6 (4.65%) Tomcat
3 3 (2.33%) BizTalk Server
4 2 (1.55%) SharePoint
5 1 (0.78%) JBoss
5 1 (0.78%) Moodle
5 1 (0.78%) Node.js
5 1 (0.78%) Oracle Application Server
5 1 (0.78%) SharePoint 2013
5 1 (0.78%) WebLogic
Applications
1 12 (9.30%) MS Excel
2 9 (6.98%) MS Office
3 5 (3.88%) MS Visio
4 1 (0.78%) MS Project
Business Applications
1 2 (1.55%) SAP ERP
1 2 (1.55%) SAP MDM
2 1 (0.78%) Oracle BPM
2 1 (0.78%) Sage X3
2 1 (0.78%) SAP Oil and Gas
Cloud Services
1 6 (4.65%) Amazon AWS
1 6 (4.65%) Amazon EC2
1 6 (4.65%) Amazon Kinesis
1 6 (4.65%) Amazon S3
2 1 (0.78%) Office 365
Communications & Networking
1 1 (0.78%) Internet
1 1 (0.78%) Radio Access Network
Database & Business Intelligence
1 61 (47.29%) Data Warehouse
2 40 (31.01%) SQL Server
3 22 (17.05%) SQL Server Integration Services
4 18 (13.95%) SQL Server Reporting Services
5 14 (10.85%) BusinessObjects
6 10 (7.75%) Relational Database
7 7 (5.43%) SQL Server 2008
8 6 (4.65%) Amazon Redshift
8 6 (4.65%) Base SAS
8 6 (4.65%) PostgreSQL
8 6 (4.65%) SQL Server 2012
9 5 (3.88%) Oracle Database
9 5 (3.88%) Oracle ODI
9 5 (3.88%) QlikView
9 5 (3.88%) RDBMS
10 4 (3.10%) SQL Server Analysis Services
11 3 (2.33%) Cognos Report Studio
12 2 (1.55%) Big Data
12 2 (1.55%) Oracle Database 11g
12 2 (1.55%) Star Schema
Development Applications
1 12 (9.30%) ERwin
2 6 (4.65%) Jenkins
3 2 (1.55%) Toad
4 1 (0.78%) Mercurial
4 1 (0.78%) Rational Rose
4 1 (0.78%) Subversion
4 1 (0.78%) Team Foundation Server
4 1 (0.78%) VSS/SourceSafe
General
1 59 (45.74%) Finance
2 21 (16.28%) Banking
3 4 (3.10%) Pharmaceutical
3 4 (3.10%) Retail
4 3 (2.33%) Advertising
4 3 (2.33%) Retail Banking
4 3 (2.33%) Telecoms
5 2 (1.55%) Investment Banking
5 2 (1.55%) Manufacturing
6 1 (0.78%) Aerospace
6 1 (0.78%) Billing
6 1 (0.78%) Corporate Banking
6 1 (0.78%) Electronics
6 1 (0.78%) Legal
6 1 (0.78%) Marketing
Job Titles
1 46 (35.66%) Developer
2 44 (34.11%) Analyst
3 25 (19.38%) Data Analyst
4 15 (11.63%) Business Intelligence Developer
5 14 (10.85%) Architect
5 14 (10.85%) Business Analyst
6 13 (10.08%) Technical Analyst
7 11 (8.53%) Data Architect
8 10 (7.75%) Consultant
8 10 (7.75%) Data Warehouse Analyst
9 9 (6.98%) SSIS Developer
10 8 (6.20%) Business Intelligence Analyst
11 7 (5.43%) Business Data Analyst
11 7 (5.43%) Data Consultant
11 7 (5.43%) Data Modeller
11 7 (5.43%) Java Developer
11 7 (5.43%) Oracle Developer
11 7 (5.43%) SQL Analyst
11 7 (5.43%) SQL Data Analyst
11 7 (5.43%) SQL Developer
Libraries, Frameworks & Software Standards
1 14 (10.85%) XML
2 7 (5.43%) Spring
3 6 (4.65%) RESTful
4 4 (3.10%) .NET
5 3 (2.33%) XSD
6 2 (1.55%) ASP.NET
6 2 (1.55%) CSS
6 2 (1.55%) XForms
6 2 (1.55%) XSL
7 1 (0.78%) ADO.NET
7 1 (0.78%) Hibernate
7 1 (0.78%) JSP
7 1 (0.78%) LINQ
7 1 (0.78%) Middleware
7 1 (0.78%) Oracle Fusion
7 1 (0.78%) Servlets
7 1 (0.78%) Struts
7 1 (0.78%) Web Services
7 1 (0.78%) XML Schema
7 1 (0.78%) XSLT
Miscellaneous
1 19 (14.73%) Analytical Skills
2 8 (6.20%) Visualisation
3 7 (5.43%) Mathematics
3 7 (5.43%) NHS
4 6 (4.65%) Management Information System
5 5 (3.88%) Data Extraction
5 5 (3.88%) Data Integration
6 3 (2.33%) Credit Risk
6 3 (2.33%) Statistics
7 2 (1.55%) Data Structures
7 2 (1.55%) Mobile App
7 2 (1.55%) Smart Meter
8 1 (0.78%) Fat Client
8 1 (0.78%) iPad
8 1 (0.78%) Replication
8 1 (0.78%) Thin Client
8 1 (0.78%) W3C
Operating Systems
1 2 (1.55%) Unix
2 1 (0.78%) Windows
Processes & Methodologies
1 43 (33.33%) Business Intelligence
2 36 (27.91%) ETL
3 30 (23.26%) Data Analysis
4 22 (17.05%) Migration
5 18 (13.95%) Agile Software Development
6 15 (11.63%) Logical Data Model
6 15 (11.63%) Stakeholder Management
7 13 (10.08%) Data Governance
7 13 (10.08%) Data Migration
7 13 (10.08%) Physical Data Model
8 12 (9.30%) Open Source
8 12 (9.30%) Project Management
8 12 (9.30%) UML
8 12 (9.30%) Use Case
8 12 (9.30%) Validation
9 10 (7.75%) Data Architecture
9 10 (7.75%) Data Management
9 10 (7.75%) Data Mapping
9 10 (7.75%) Scrum
10 9 (6.98%) Programme Management
Programming Languages
1 56 (43.41%) SQL
2 8 (6.20%) PL/SQL
3 7 (5.43%) Java
4 5 (3.88%) C#
5 4 (3.10%) T-SQL
6 3 (2.33%) XPath
7 2 (1.55%) JavaScript
7 2 (1.55%) XQuery
8 1 (0.78%) Bash Shell
8 1 (0.78%) PowerShell
8 1 (0.78%) Shell Script
8 1 (0.78%) VB
Qualifications
1 15 (11.63%) Security Cleared
2 13 (10.08%) SC Cleared
3 8 (6.20%) Degree
4 1 (0.78%) BPSS Clearance
4 1 (0.78%) DBS Check
4 1 (0.78%) DV Cleared
4 1 (0.78%) ISEB
Quality Assurance & Compliance
1 12 (9.30%) Data Quality
2 10 (7.75%) Solvency II
3 4 (3.10%) Basel II
3 4 (3.10%) Basel III
3 4 (3.10%) QA
4 1 (0.78%) Disclosure Scotland
4 1 (0.78%) SLA
System Software
1 5 (3.88%) ISA Server
2 1 (0.78%) Oracle RAC
Systems Management
1 1 (0.78%) Data Guard
1 1 (0.78%) Oracle Enterprise Manager
1 1 (0.78%) Oracle Flashback
1 1 (0.78%) Oracle RMAN
Vendors
1 15 (11.63%) Microsoft
2 13 (10.08%) Oracle
3 10 (7.75%) Teradata
4 7 (5.43%) Tableau
5 4 (3.10%) Cognos
5 4 (3.10%) SAP
6 2 (1.55%) Civica
6 2 (1.55%) IBM
6 2 (1.55%) Rally
7 1 (0.78%) Informatica
7 1 (0.78%) Sage