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 August 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 Aug 2016
Same period 2015 Same period 2014
Data Modelling
Rank 106 71 74
Rank change year-on-year
-35 +3
Contract jobs citing Data Modelling 35 80 75
As % of all contract IT jobs located in the South West 1.23% 2.39% 2.35%
As % of the Processes & Methodologies category 1.58% 3.06% 3.09%
Number of daily rates quoted 19 60 57
Median daily rate £450 £461 £475
Median daily rate % change year-on-year
-2.43% -2.89%
90% offered a daily rate of more than £325 £330 £325
10% offered a daily rate of more than £630 £613 £555
UK excluding London median daily rate £420 £440 £413
% change year-on-year
-4.54% +6.66%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £40.00 £34.00 £17.50
% change year-on-year
+17.64% +94.28%
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
2217 2616 2427
As % of all contract IT jobs located in the South West 77.95% 78.14% 76.01%
Number of daily rates quoted 1496 1747 1605
Median daily rate £400 £400 £388
Median daily rate % change year-on-year
- +3.22%
90% offered a daily rate of more than £280 £275 £275
10% offered a daily rate of more than £550 £513 £520
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 115 135 87
Median hourly rate £33.00 £39.25 £34.50
Median hourly rate % change year-on-year
-15.92% +13.76%
90% offered a hourly rate of more than £20.00 £25.50 £15.98
10% offered a hourly rate of more than £48.00 £55.00 £42.50
UK excluding London median hourly rate £30.00 £33.00 £26.00
% change year-on-year
-9.09% +26.92%

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 August 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 August 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 -7 21 £550 +10.00% 1
Bristol -2 9 £325 -27.77% 3
Devon +5 1 - -
Gloucestershire -3 1 - - 2
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the South West

For the 6 months to 27 August 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 39 (46.43%) Data Warehouse
2 31 (36.90%) Finance
3 28 (33.33%) Security Cleared
4 26 (30.95%) Data Architecture
4 26 (30.95%) SC Cleared
5 25 (29.76%) Business Intelligence
6 21 (25.00%) Data Analysis
6 21 (25.00%) Data Governance
7 20 (23.81%) SQL
8 16 (19.05%) Agile Software Development
8 16 (19.05%) Data Management
9 15 (17.86%) SQL Server Integration Services
10 13 (15.48%) Visualisation
10 13 (15.48%) Star Schema
10 13 (15.48%) Microsoft
10 13 (15.48%) XML
10 13 (15.48%) Migration
11 12 (14.29%) SOA
11 12 (14.29%) Web Services
12 11 (13.10%) ETL
12 11 (13.10%) XSD
12 11 (13.10%) SQL Server
12 11 (13.10%) WSDL
12 11 (13.10%) Data Quality
12 11 (13.10%) REST
13 10 (11.90%) Data Migration
13 10 (11.90%) NHS
13 10 (11.90%) TOGAF
14 9 (10.71%) Validation
15 8 (9.52%) Xen

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 (9.52%) Confluence
2 7 (8.33%) SAS
3 2 (2.38%) SharePoint
4 1 (1.19%) Moodle
4 1 (1.19%) NetWeaver
4 1 (1.19%) SharePoint 2013
Applications
1 7 (8.33%) MS Office
2 6 (7.14%) MS Excel
3 1 (1.19%) MS Project
Business Applications
1 3 (3.57%) Oracle 11i
1 3 (3.57%) Oracle Applications
1 3 (3.57%) Oracle EBS R12
1 3 (3.57%) Oracle General Ledger
1 3 (3.57%) Oracle Payables
1 3 (3.57%) Oracle Procure-to-Pay
1 3 (3.57%) Oracle Receivables
2 2 (2.38%) Oracle iProcurement
2 2 (2.38%) SAP Oil and Gas
3 1 (1.19%) ENOVIA
3 1 (1.19%) SAP MDM
Cloud Services
1 8 (9.52%) GitHub
2 1 (1.19%) Amazon AWS
2 1 (1.19%) Office 365
Communications & Networking
1 1 (1.19%) Radio Access Network
Database & Business Intelligence
1 39 (46.43%) Data Warehouse
2 15 (17.86%) SQL Server Integration Services
3 13 (15.48%) Star Schema
4 11 (13.10%) SQL Server
5 8 (9.52%) Big Data
5 8 (9.52%) SQL Server Reporting Services
6 7 (8.33%) Base SAS
7 6 (7.14%) PostgreSQL
8 5 (5.95%) SQL Server 2008
8 5 (5.95%) SQL Server Analysis Services
9 4 (4.76%) GIS
9 4 (4.76%) SQL Server 2012
10 2 (2.38%) Data Mining
10 2 (2.38%) MySQL
10 2 (2.38%) SQL Server 2014
11 1 (1.19%) BusinessObjects
11 1 (1.19%) IBM InfoSphere
11 1 (1.19%) MS Access
11 1 (1.19%) SAP BI
11 1 (1.19%) SAP BW
Development Applications
1 8 (9.52%) Jenkins
1 8 (9.52%) JIRA
1 8 (9.52%) Maven
2 5 (5.95%) ERwin
3 2 (2.38%) SQL Server Management Studio (SSMS)
4 1 (1.19%) Team Foundation Server
General
1 31 (36.90%) Finance
2 6 (7.14%) Manufacturing
3 4 (4.76%) Telecoms
4 3 (3.57%) Banking
4 3 (3.57%) Military
5 2 (2.38%) Aerospace
5 2 (2.38%) Electronics
5 2 (2.38%) Marketing
6 1 (1.19%) Automotive
6 1 (1.19%) Billing
6 1 (1.19%) Corporate Banking
6 1 (1.19%) Investment Banking
Job Titles
1 33 (39.29%) Architect
2 28 (33.33%) Data Architect
3 18 (21.43%) Developer
4 16 (19.05%) Analyst
5 15 (17.86%) Consultant
6 10 (11.90%) Data Analyst
7 9 (10.71%) Data Consultant
8 6 (7.14%) Analyst Developer
8 6 (7.14%) Business Intelligence Developer
8 6 (7.14%) Management Consultant
9 5 (5.95%) Data Warehouse Analyst
9 5 (5.95%) SSIS Developer
9 5 (5.95%) Technical Analyst
10 4 (4.76%) Database Architect
10 4 (4.76%) ETL Developer
11 3 (3.57%) Business Intelligence Analyst
11 3 (3.57%) Data Scientist
11 3 (3.57%) Oracle Applications Consultant
11 3 (3.57%) Oracle Applications Technical Consultant
11 3 (3.57%) Oracle Technical Consultant
Libraries, Frameworks & Software Standards
1 13 (15.48%) XML
2 12 (14.29%) Web Services
3 11 (13.10%) REST
3 11 (13.10%) WSDL
3 11 (13.10%) XSD
4 4 (4.76%) Django
4 4 (4.76%) GWT
4 4 (4.76%) JavaFX
4 4 (4.76%) TensorFlow
4 4 (4.76%) Vaadin
5 3 (3.57%) .NET
6 2 (2.38%) ASP.NET
6 2 (2.38%) CSS
7 1 (1.19%) .NET Framework
7 1 (1.19%) ADO.NET
7 1 (1.19%) Entity Framework
7 1 (1.19%) LINQ
7 1 (1.19%) Natural Language Processing
Miscellaneous
1 13 (15.48%) Visualisation
2 10 (11.90%) NHS
3 6 (7.14%) Data Integration
4 4 (4.76%) Management Information System
4 4 (4.76%) Neural Network
4 4 (4.76%) Ontologies
4 4 (4.76%) Remote Sensing
4 4 (4.76%) Semantic Web
4 4 (4.76%) Statistics
5 3 (3.57%) Applied Mathematics
5 3 (3.57%) Data Structures
5 3 (3.57%) Mathematics
6 2 (2.38%) Analytical Skills
6 2 (2.38%) Computer Science
6 2 (2.38%) Data Extraction
6 2 (2.38%) RIA
7 1 (1.19%) Cryptography
7 1 (1.19%) Data Centre
7 1 (1.19%) Hybrid Cloud
7 1 (1.19%) Reference Data
Operating Systems
1 1 (1.19%) Linux
1 1 (1.19%) Unix
1 1 (1.19%) Windows
Processes & Methodologies
1 26 (30.95%) Data Architecture
2 25 (29.76%) Business Intelligence
3 21 (25.00%) Data Analysis
3 21 (25.00%) Data Governance
4 16 (19.05%) Agile Software Development
4 16 (19.05%) Data Management
5 13 (15.48%) Migration
6 12 (14.29%) SOA
7 11 (13.10%) ETL
8 10 (11.90%) Data Migration
8 10 (11.90%) TOGAF
9 9 (10.71%) Validation
10 8 (9.52%) Data Visualisation
10 8 (9.52%) Project Management
10 8 (9.52%) Quality Management
10 8 (9.52%) Virtual Environments
11 7 (8.33%) GAP Analysis
11 7 (8.33%) Metadata Management
11 7 (8.33%) Open Source
11 7 (8.33%) Stakeholder Engagement
Programming Languages
1 20 (23.81%) SQL
2 4 (4.76%) C#
2 4 (4.76%) Java
2 4 (4.76%) Python
2 4 (4.76%) T-SQL
3 3 (3.57%) PL/SQL
4 1 (1.19%) JavaScript
4 1 (1.19%) PowerShell
4 1 (1.19%) VB
Qualifications
1 28 (33.33%) Security Cleared
2 26 (30.95%) SC Cleared
3 7 (8.33%) DV Cleared
4 3 (3.57%) Degree
5 1 (1.19%) DBS Check
Quality Assurance & Compliance
1 11 (13.10%) Data Quality
2 6 (7.14%) Solvency II
3 1 (1.19%) QA
3 1 (1.19%) SLA
System Software
1 8 (9.52%) VMware Infrastructure
1 8 (9.52%) Xen
2 2 (2.38%) ISA Server
Systems Management
1 8 (9.52%) Microsoft Intune
2 4 (4.76%) Kibana
Vendors
1 13 (15.48%) Microsoft
2 8 (9.52%) Citrix
2 8 (9.52%) VMware
3 5 (5.95%) Oracle
4 4 (4.76%) Facebook
4 4 (4.76%) Google
4 4 (4.76%) SAP
5 2 (2.38%) i2
5 2 (2.38%) Teradata
6 1 (1.19%) Informatica
6 1 (1.19%) Tableau