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 December 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 Dec 2016
Same period 2015 Same period 2014
Data Modelling
Rank 77 71 65
Rank change year-on-year
-6 -6
Contract jobs citing Data Modelling 63 85 87
As % of all contract IT jobs located in the South West 2.32% 2.66% 2.60%
As % of the Processes & Methodologies category 2.96% 3.31% 3.39%
Number of daily rates quoted 47 70 72
Median daily rate £493 £375 £475
Median daily rate % change year-on-year
+31.33% -21.05%
90% offered a daily rate of more than £340 £338 £339
10% offered a daily rate of more than £610 £550 £600
UK excluding London median daily rate £450 £425 £450
% change year-on-year
+5.88% -5.55%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £46.50 £35.21 £74.50
% change year-on-year
+32.08% -52.74%
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
2131 2567 2566
As % of all contract IT jobs located in the South West 78.63% 80.45% 76.76%
Number of daily rates quoted 1442 1794 1742
Median daily rate £400 £375 £400
Median daily rate % change year-on-year
+6.66% -6.25%
90% offered a daily rate of more than £275 £288 £300
10% offered a daily rate of more than £550 £500 £550
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 140 109 124
Median hourly rate £38.00 £41.00 £28.50
Median hourly rate % change year-on-year
-7.31% +43.85%
90% offered a hourly rate of more than £13.39 £20.63 £16.50
10% offered a hourly rate of more than £45.00 £45.00 £47.50
UK excluding London median hourly rate £31.00 £34.95 £25.00
% change year-on-year
-11.30% +39.80%

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 December 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 December 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
Wiltshire -4 21 £500 +33.33% 1
Bristol -4 15 £413 -16.45% 2
Devon +3 12 £493 +33.10%
Gloucestershire -3 5 £550 +18.91% 2
Dorset -4 4 £490 +30.66%
Somerset +28 3 £455 +37.35%
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the South West

For the 6 months to 4 December 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 41 (41.84%) SQL
2 31 (31.63%) Finance
3 24 (24.49%) Agile Software Development
4 21 (21.43%) SQL Server
5 20 (20.41%) Data Management
6 19 (19.39%) Data Architecture
7 18 (18.37%) Security Cleared
7 18 (18.37%) Data Governance
7 18 (18.37%) Oracle
8 17 (17.35%) Data Analysis
8 17 (17.35%) Big Data
9 16 (16.33%) Migration
9 16 (16.33%) .NET
9 16 (16.33%) PL/SQL
9 16 (16.33%) Business Intelligence
10 15 (15.31%) Data Warehouse
11 13 (13.27%) Oracle Database 11g
11 13 (13.27%) SC Cleared
11 13 (13.27%) Oracle Database
12 12 (12.24%) Visualisation
13 11 (11.22%) Data Quality
13 11 (11.22%) SQL Server Integration Services
13 11 (11.22%) MS Excel
13 11 (11.22%) Microsoft
13 11 (11.22%) PostgreSQL
13 11 (11.22%) Toad
14 10 (10.20%) ETL
14 10 (10.20%) High Availability
14 10 (10.20%) Data Migration
15 9 (9.18%) Data Integration

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 7 (7.14%) Apache Spark
2 6 (6.12%) Elasticsearch
3 4 (4.08%) SAS
4 3 (3.06%) IIS
5 2 (2.04%) BizTalk Server
5 2 (2.04%) SharePoint
6 1 (1.02%) Alfresco
6 1 (1.02%) Apache
6 1 (1.02%) Apache Pig
6 1 (1.02%) JBoss
6 1 (1.02%) Liferay
6 1 (1.02%) WildFly
Applications
1 11 (11.22%) MS Excel
2 4 (4.08%) MS Office
2 4 (4.08%) MS PowerPoint
3 2 (2.04%) MS Visio
Business Applications
1 5 (5.10%) Dynamics CRM
2 3 (3.06%) Dynamics AX
3 2 (2.04%) SAP Oil and Gas
4 1 (1.02%) ENOVIA
4 1 (1.02%) Oracle 11i
4 1 (1.02%) Oracle Applications
4 1 (1.02%) Oracle EBS R12
4 1 (1.02%) Oracle General Ledger
4 1 (1.02%) Oracle Payables
4 1 (1.02%) Oracle Procure-to-Pay
4 1 (1.02%) Oracle Receivables
Cloud Services
1 9 (9.18%) Amazon AWS
2 6 (6.12%) Amazon Kinesis
3 1 (1.02%) AWS Lambda
3 1 (1.02%) BlueKai
3 1 (1.02%) Google Cloud Platform
3 1 (1.02%) IaaS
3 1 (1.02%) Office 365
3 1 (1.02%) PaaS
Communications & Networking
1 2 (2.04%) Internet
2 1 (1.02%) Intranet
Database & Business Intelligence
1 21 (21.43%) SQL Server
2 17 (17.35%) Big Data
3 15 (15.31%) Data Warehouse
4 13 (13.27%) Oracle Database
4 13 (13.27%) Oracle Database 11g
5 11 (11.22%) PostgreSQL
5 11 (11.22%) SQL Server Integration Services
6 8 (8.16%) SQL Server 2014
6 8 (8.16%) SQL Server Reporting Services
7 7 (7.14%) Hadoop
7 7 (7.14%) Oracle Database 10g
8 6 (6.12%) NoSQL
8 6 (6.12%) SQL Server Analysis Services
9 5 (5.10%) SQL Server 2008
9 5 (5.10%) SQL Server 2012
10 4 (4.08%) BusinessObjects
10 4 (4.08%) GIS
10 4 (4.08%) MySQL
11 3 (3.06%) Relational Database
12 2 (2.04%) BusinessObjects Business Intelligence
Development Applications
1 11 (11.22%) Toad
2 5 (5.10%) ERwin
3 4 (4.08%) SQL Server Management Studio (SSMS)
4 3 (3.06%) JUnit
4 3 (3.06%) Team Foundation Server
5 2 (2.04%) Maven
5 2 (2.04%) Talend Open Studio
6 1 (1.02%) Bower
6 1 (1.02%) Grunt
6 1 (1.02%) Jenkins
6 1 (1.02%) Oracle Forms
6 1 (1.02%) Selenium
6 1 (1.02%) TestNG
6 1 (1.02%) Visual Studio
General
1 31 (31.63%) Finance
2 7 (7.14%) Back Office
2 7 (7.14%) Manufacturing
3 5 (5.10%) Telecoms
4 4 (4.08%) Marketing
4 4 (4.08%) Retail
5 3 (3.06%) Billing
5 3 (3.06%) Military
6 2 (2.04%) Aerospace
6 2 (2.04%) Banking
6 2 (2.04%) Electronics
7 1 (1.02%) Automotive
7 1 (1.02%) Financial Institution
Job Titles
1 28 (28.57%) Architect
2 23 (23.47%) Developer
3 22 (22.45%) Data Architect
4 18 (18.37%) Analyst
5 9 (9.18%) Consultant
6 8 (8.16%) DBA
7 7 (7.14%) Data Analyst
7 7 (7.14%) Data Engineer
7 7 (7.14%) Oracle Developer
7 7 (7.14%) SQL DBA
7 7 (7.14%) SQL Developer
8 6 (6.12%) .NET Developer
8 6 (6.12%) Administrator
9 5 (5.10%) Business Analyst
9 5 (5.10%) Technical Architect
10 4 (4.08%) Data Consultant
10 4 (4.08%) Data Modeller
10 4 (4.08%) Database Architect
10 4 (4.08%) Report Analyst
11 3 (3.06%) Enterprise Architect
Libraries, Frameworks & Software Standards
1 16 (16.33%) .NET
2 4 (4.08%) Django
2 4 (4.08%) GWT
2 4 (4.08%) JavaFX
2 4 (4.08%) TensorFlow
2 4 (4.08%) Vaadin
3 2 (2.04%) Hibernate
3 2 (2.04%) HTML
3 2 (2.04%) RESTful
3 2 (2.04%) Spring
3 2 (2.04%) XML
3 2 (2.04%) XSLT
4 1 (1.02%) ActiveMQ
4 1 (1.02%) ASP.NET
4 1 (1.02%) CSS
4 1 (1.02%) Flash
4 1 (1.02%) JSON
4 1 (1.02%) MDX
4 1 (1.02%) SOAP
4 1 (1.02%) XSD
Miscellaneous
1 12 (12.24%) Visualisation
2 9 (9.18%) Analytical Skills
2 9 (9.18%) Data Integration
3 5 (5.10%) NHS
3 5 (5.10%) Ontologies
3 5 (5.10%) Reference Data
4 4 (4.08%) Data Structures
4 4 (4.08%) Neural Network
4 4 (4.08%) Remote Sensing
4 4 (4.08%) Semantic Web
4 4 (4.08%) Statistics
5 3 (3.06%) Applied Mathematics
5 3 (3.06%) Mathematics
6 2 (2.04%) Computer Science
6 2 (2.04%) Cryptography
6 2 (2.04%) Hybrid Cloud
6 2 (2.04%) Management Information System
6 2 (2.04%) Mobile Computing
6 2 (2.04%) RIA
7 1 (1.02%) Enterprise Software
Operating Systems
1 4 (4.08%) Windows
2 3 (3.06%) Windows Server
3 1 (1.02%) Linux
3 1 (1.02%) Unix
Processes & Methodologies
1 24 (24.49%) Agile Software Development
2 20 (20.41%) Data Management
3 19 (19.39%) Data Architecture
4 18 (18.37%) Data Governance
5 17 (17.35%) Data Analysis
6 16 (16.33%) Business Intelligence
6 16 (16.33%) Migration
7 10 (10.20%) Data Migration
7 10 (10.20%) ETL
7 10 (10.20%) High Availability
8 9 (9.18%) Machine Learning
9 7 (7.14%) Continuous Integration
9 7 (7.14%) GAP Analysis
9 7 (7.14%) Open Source
9 7 (7.14%) Project Management
9 7 (7.14%) Scrum
9 7 (7.14%) TOGAF
10 6 (6.12%) CRM
10 6 (6.12%) Domain-Driven Design
10 6 (6.12%) Stakeholder Engagement
Programming Languages
1 41 (41.84%) SQL
2 16 (16.33%) PL/SQL
3 9 (9.18%) Python
3 9 (9.18%) T-SQL
4 8 (8.16%) Java
5 5 (5.10%) C#
5 5 (5.10%) Scala
6 4 (4.08%) VBA
7 3 (3.06%) JavaScript
7 3 (3.06%) VB
8 2 (2.04%) XPath
9 1 (1.02%) PHP
9 1 (1.02%) PowerShell
Qualifications
1 18 (18.37%) Security Cleared
2 13 (13.27%) SC Cleared
3 8 (8.16%) DV Cleared
4 4 (4.08%) BPSS Clearance
5 3 (3.06%) Degree
Quality Assurance & Compliance
1 11 (11.22%) Data Quality
2 3 (3.06%) Disclosure Scotland
3 2 (2.04%) SLA
4 1 (1.02%) QA
System Software
1 1 (1.02%) HDFS
1 1 (1.02%) VMware Infrastructure
Systems Management
1 4 (4.08%) Kibana
2 1 (1.02%) Hadoop YARN
2 1 (1.02%) NetBackup
Vendors
1 18 (18.37%) Oracle
2 11 (11.22%) Microsoft
3 7 (7.14%) Google
3 7 (7.14%) SAP
4 4 (4.08%) Facebook
5 3 (3.06%) Teradata
6 2 (2.04%) i2
6 2 (2.04%) Software AG
6 2 (2.04%) Talend
7 1 (1.02%) Adobe
7 1 (1.02%) IBM
7 1 (1.02%) Informatica
7 1 (1.02%) MicroStrategy
7 1 (1.02%) Murex
7 1 (1.02%) Sitecore
7 1 (1.02%) VMware