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 27 September 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
27 Sep 2016
Same period 2015 Same period 2014
Data Modelling
Rank 105 89 72
Rank change year-on-year
-16 -17
Contract jobs citing Data Modelling 39 63 78
As % of all contract IT jobs located in the South West 1.38% 1.93% 2.35%
As % of the Processes & Methodologies category 1.75% 2.53% 3.06%
Number of daily rates quoted 28 45 56
Median daily rate £450 £463 £475
Median daily rate % change year-on-year
-2.70% -2.63%
90% offered a daily rate of more than £325 £375 £320
10% offered a daily rate of more than £625 £588 £625
UK excluding London median daily rate £420 £450 £413
% change year-on-year
-6.66% +9.09%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £39.00 £33.00 £30.00
% change year-on-year
+18.18% +10.00%
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
2226 2492 2549
As % of all contract IT jobs located in the South West 78.55% 76.39% 76.78%
Number of daily rates quoted 1494 1656 1690
Median daily rate £375 £400 £390
Median daily rate % change year-on-year
-6.25% +2.56%
90% offered a daily rate of more than £272 £275 £275
10% offered a daily rate of more than £525 £515 £525
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 148 137 85
Median hourly rate £37.50 £39.25 £32.50
Median hourly rate % change year-on-year
-4.45% +20.76%
90% offered a hourly rate of more than £18.32 £27.50 £14.60
10% offered a hourly rate of more than £48.00 £47.50 £41.11
UK excluding London median hourly rate £32.50 £33.64 £26.25
% change year-on-year
-3.38% +28.15%

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 27 September 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 27 September 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 -2 14 £450 -6.25% 4
Bristol +1 13 £363 -19.44% 3
Dorset +7 3 £500 - 3
Devon -1 3 - -
Gloucestershire -2 1 £375 -16.66% 3
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the South West

For the 6 months to 27 September 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 35 (43.21%) Data Warehouse
2 27 (33.33%) Finance
2 27 (33.33%) Security Cleared
3 25 (30.86%) Data Architecture
4 24 (29.63%) SC Cleared
5 23 (28.40%) SQL
6 22 (27.16%) Business Intelligence
7 20 (24.69%) Data Analysis
8 19 (23.46%) Data Governance
9 18 (22.22%) Data Management
10 17 (20.99%) Agile Software Development
11 15 (18.52%) Migration
11 15 (18.52%) Microsoft
12 14 (17.28%) Star Schema
13 13 (16.05%) SOA
13 13 (16.05%) XML
13 13 (16.05%) TOGAF
14 12 (14.81%) Visualisation
15 11 (13.58%) REST
15 11 (13.58%) Data Quality
15 11 (13.58%) Data Migration
15 11 (13.58%) XSD
15 11 (13.58%) Web Services
15 11 (13.58%) SQL Server
15 11 (13.58%) WSDL
16 10 (12.35%) NHS
16 10 (12.35%) SQL Server Integration Services
17 9 (11.11%) ETL
17 9 (11.11%) Manufacturing
18 8 (9.88%) PostgreSQL

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 8 (9.88%) Confluence
2 6 (7.41%) SAS
3 2 (2.47%) SharePoint
4 1 (1.23%) NetWeaver
4 1 (1.23%) SharePoint 2013
Applications
1 8 (9.88%) MS Excel
2 4 (4.94%) MS Office
3 2 (2.47%) MS PowerPoint
4 1 (1.23%) MS Project
Business Applications
1 3 (3.70%) Dynamics AX
1 3 (3.70%) Oracle 11i
1 3 (3.70%) Oracle Applications
1 3 (3.70%) Oracle EBS R12
1 3 (3.70%) Oracle General Ledger
1 3 (3.70%) Oracle Payables
1 3 (3.70%) Oracle Procure-to-Pay
1 3 (3.70%) Oracle Receivables
2 2 (2.47%) Oracle iProcurement
2 2 (2.47%) SAP Oil and Gas
3 1 (1.23%) Dynamics CRM
3 1 (1.23%) ENOVIA
3 1 (1.23%) SAP MDM
Cloud Services
1 8 (9.88%) GitHub
2 1 (1.23%) Amazon AWS
2 1 (1.23%) Office 365
Communications & Networking
1 1 (1.23%) Radio Access Network
Database & Business Intelligence
1 35 (43.21%) Data Warehouse
2 14 (17.28%) Star Schema
3 11 (13.58%) SQL Server
4 10 (12.35%) SQL Server Integration Services
5 8 (9.88%) Big Data
5 8 (9.88%) PostgreSQL
6 5 (6.17%) SQL Server 2008
6 5 (6.17%) SQL Server 2012
6 5 (6.17%) SQL Server Analysis Services
7 4 (4.94%) Base SAS
7 4 (4.94%) GIS
7 4 (4.94%) SQL Server 2014
7 4 (4.94%) SQL Server Reporting Services
8 3 (3.70%) Relational Database
9 2 (2.47%) BusinessObjects
9 2 (2.47%) Data Mining
9 2 (2.47%) OLAP
9 2 (2.47%) Oracle OLAP
9 2 (2.47%) RDBMS
10 1 (1.23%) QlikView
Development Applications
1 8 (9.88%) Jenkins
1 8 (9.88%) JIRA
1 8 (9.88%) Maven
2 3 (3.70%) ERwin
2 3 (3.70%) SQL Server Management Studio (SSMS)
3 1 (1.23%) Oracle Forms
General
1 27 (33.33%) Finance
2 9 (11.11%) Manufacturing
3 4 (4.94%) Marketing
4 3 (3.70%) Banking
4 3 (3.70%) Military
4 3 (3.70%) Retail
4 3 (3.70%) Telecoms
5 2 (2.47%) Aerospace
5 2 (2.47%) Electronics
6 1 (1.23%) Automotive
6 1 (1.23%) Billing
6 1 (1.23%) Investment Banking
Job Titles
1 33 (40.74%) Architect
2 27 (33.33%) Data Architect
3 15 (18.52%) Analyst
4 13 (16.05%) Consultant
4 13 (16.05%) Developer
5 8 (9.88%) Data Analyst
6 7 (8.64%) Data Consultant
7 5 (6.17%) Management Consultant
8 4 (4.94%) Analyst Developer
8 4 (4.94%) Business Intelligence Analyst
8 4 (4.94%) Database Architect
8 4 (4.94%) ETL Developer
9 3 (3.70%) Business Intelligence Developer
9 3 (3.70%) Data Scientist
9 3 (3.70%) Data Warehouse Analyst
9 3 (3.70%) Financial Analyst
9 3 (3.70%) Oracle Applications Consultant
9 3 (3.70%) Oracle Applications Technical Consultant
9 3 (3.70%) Oracle Technical Consultant
9 3 (3.70%) SQL DBA
Libraries, Frameworks & Software Standards
1 13 (16.05%) XML
2 11 (13.58%) REST
2 11 (13.58%) Web Services
2 11 (13.58%) WSDL
2 11 (13.58%) XSD
3 4 (4.94%) Django
3 4 (4.94%) GWT
3 4 (4.94%) JavaFX
3 4 (4.94%) TensorFlow
3 4 (4.94%) Vaadin
4 2 (2.47%) HTML
4 2 (2.47%) XSLT
5 1 (1.23%) .NET
5 1 (1.23%) CSS
5 1 (1.23%) MDX
5 1 (1.23%) Natural Language Processing
5 1 (1.23%) SOAP
Miscellaneous
1 12 (14.81%) Visualisation
2 10 (12.35%) NHS
3 7 (8.64%) Data Integration
4 4 (4.94%) Data Structures
4 4 (4.94%) Neural Network
4 4 (4.94%) Ontologies
4 4 (4.94%) Remote Sensing
4 4 (4.94%) Semantic Web
4 4 (4.94%) Statistics
5 3 (3.70%) Applied Mathematics
5 3 (3.70%) Mathematics
6 2 (2.47%) Analytical Skills
6 2 (2.47%) Computer Science
6 2 (2.47%) Cryptography
6 2 (2.47%) Hybrid Cloud
6 2 (2.47%) Management Information System
6 2 (2.47%) Mobile Computing
6 2 (2.47%) Reference Data
6 2 (2.47%) RIA
7 1 (1.23%) Data Centre
Operating Systems
1 1 (1.23%) Linux
1 1 (1.23%) Unix
Processes & Methodologies
1 25 (30.86%) Data Architecture
2 22 (27.16%) Business Intelligence
3 20 (24.69%) Data Analysis
4 19 (23.46%) Data Governance
5 18 (22.22%) Data Management
6 17 (20.99%) Agile Software Development
7 15 (18.52%) Migration
8 13 (16.05%) SOA
8 13 (16.05%) TOGAF
9 11 (13.58%) Data Migration
10 9 (11.11%) ETL
11 8 (9.88%) Virtual Environments
12 7 (8.64%) GAP Analysis
12 7 (8.64%) Master Data Management
12 7 (8.64%) Open Source
12 7 (8.64%) Project Management
13 6 (7.41%) Analytics
13 6 (7.41%) Data Visualisation
13 6 (7.41%) High Availability
13 6 (7.41%) Stakeholder Engagement
Programming Languages
1 23 (28.40%) SQL
2 6 (7.41%) PL/SQL
3 4 (4.94%) Java
3 4 (4.94%) Python
3 4 (4.94%) T-SQL
4 3 (3.70%) C#
4 3 (3.70%) JavaScript
5 2 (2.47%) VBA
5 2 (2.47%) XPath
6 1 (1.23%) PowerShell
Qualifications
1 27 (33.33%) Security Cleared
2 24 (29.63%) SC Cleared
3 7 (8.64%) DV Cleared
4 3 (3.70%) Degree
5 1 (1.23%) BPSS Clearance
Quality Assurance & Compliance
1 11 (13.58%) Data Quality
2 2 (2.47%) SLA
System Software
1 8 (9.88%) VMware Infrastructure
1 8 (9.88%) Xen
2 2 (2.47%) ISA Server
Systems Management
1 8 (9.88%) Microsoft Intune
2 4 (4.94%) Kibana
Vendors
1 15 (18.52%) Microsoft
2 8 (9.88%) Citrix
2 8 (9.88%) VMware
3 7 (8.64%) Oracle
4 6 (7.41%) Google
4 6 (7.41%) SAP
5 4 (4.94%) Facebook
5 4 (4.94%) Teradata
6 2 (2.47%) i2
6 2 (2.47%) Software AG
7 1 (1.23%) Informatica
7 1 (1.23%) MicroStrategy