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 25 June 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
25 Jun 2016
Same period 2015 Same period 2014
Data Modelling
Rank 97 78 68
Rank change year-on-year
-19 -10
Contract jobs citing Data Modelling 41 65 78
As % of all contract IT jobs located in the South West 1.39% 2.10% 2.59%
As % of the Processes & Methodologies category 1.79% 2.70% 3.27%
Number of daily rates quoted 24 52 60
Median daily rate £427 £465 £425
Median daily rate % change year-on-year
-8.11% +9.41%
90% offered a daily rate of more than £327 £325 £325
10% offered a daily rate of more than £647 £600 £505
UK excluding London median daily rate £438 £423 £400
% change year-on-year
+3.55% +5.62%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - £33.50 £19.27
% change year-on-year
- +73.86%
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
2295 2404 2384
As % of all contract IT jobs located in the South West 77.82% 77.55% 79.15%
Number of daily rates quoted 1518 1636 1590
Median daily rate £388 £388 £363
Median daily rate % change year-on-year
- +6.89%
90% offered a daily rate of more than £288 £288 £275
10% offered a daily rate of more than £588 £525 £500
UK excluding London median daily rate £400 £380 £375
% change year-on-year
+5.26% +1.33%
Number of hourly rates quoted 105 106 122
Median hourly rate £35.00 £36.50 £33.50
Median hourly rate % change year-on-year
-4.10% +8.95%
90% offered a hourly rate of more than £21.50 £16.00 £16.50
10% offered a hourly rate of more than £44.70 £55.00 £42.50
UK excluding London median hourly rate £28.50 £30.00 £29.50
% change year-on-year
-5.00% +1.69%

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 25 June 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 25 June 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 -23 17 £558 +16.14%
Bristol +10 8 £395 +1.60% 8
Gloucestershire -6 7 £438 -15.86% 3
Somerset +5 3 £338 +2.27% 1
Devon +4 1 £325 +8.33% 1
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the South West

For the 6 months to 25 June 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 53 (47.75%) Data Warehouse
2 42 (37.84%) Finance
3 39 (35.14%) SQL
4 30 (27.03%) Security Cleared
5 29 (26.13%) Business Intelligence
6 28 (25.23%) SC Cleared
7 26 (23.42%) SQL Server
8 25 (22.52%) Data Architecture
9 24 (21.62%) Agile Software Development
10 22 (19.82%) XML
10 22 (19.82%) Microsoft
11 21 (18.92%) Migration
11 21 (18.92%) Data Analysis
12 19 (17.12%) SOA
13 16 (14.41%) SQL Server Integration Services
14 14 (12.61%) ETL
14 14 (12.61%) Banking
14 14 (12.61%) Jenkins
15 13 (11.71%) Star Schema
15 13 (11.71%) Oracle
15 13 (11.71%) Data Migration
15 13 (11.71%) Data Governance
16 12 (10.81%) SQL Server Reporting Services
16 12 (10.81%) Web Services
16 12 (10.81%) XSD
17 11 (9.91%) MS Excel
17 11 (9.91%) WSDL
17 11 (9.91%) Teradata
17 11 (9.91%) Stakeholder Management
17 11 (9.91%) Open Source

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 (7.21%) Confluence
2 6 (5.41%) Elasticsearch
2 6 (5.41%) SAS
2 6 (5.41%) Tomcat
3 3 (2.70%) BizTalk Server
4 2 (1.80%) SharePoint
5 1 (0.90%) JBoss
5 1 (0.90%) Moodle
5 1 (0.90%) NetWeaver
5 1 (0.90%) SharePoint 2013
Applications
1 11 (9.91%) MS Excel
2 5 (4.50%) MS Office
3 3 (2.70%) MS Visio
4 1 (0.90%) MS Project
Business Applications
1 3 (2.70%) Oracle 11i
1 3 (2.70%) Oracle Applications
1 3 (2.70%) Oracle EBS R12
1 3 (2.70%) Oracle General Ledger
1 3 (2.70%) Oracle Payables
1 3 (2.70%) Oracle Procure-to-Pay
1 3 (2.70%) Oracle Receivables
2 2 (1.80%) Oracle iProcurement
2 2 (1.80%) SAP Oil and Gas
3 1 (0.90%) SAP MDM
Cloud Services
1 8 (7.21%) GitHub
2 3 (2.70%) Amazon AWS
3 2 (1.80%) Amazon EC2
3 2 (1.80%) Amazon Kinesis
3 2 (1.80%) Amazon S3
4 1 (0.90%) Office 365
Communications & Networking
1 1 (0.90%) Radio Access Network
Database & Business Intelligence
1 53 (47.75%) Data Warehouse
2 26 (23.42%) SQL Server
3 16 (14.41%) SQL Server Integration Services
4 13 (11.71%) Star Schema
5 12 (10.81%) SQL Server Reporting Services
6 9 (8.11%) Relational Database
7 6 (5.41%) PostgreSQL
8 5 (4.50%) Base SAS
8 5 (4.50%) Big Data
8 5 (4.50%) Oracle ODI
8 5 (4.50%) SQL Server 2008
8 5 (4.50%) SQL Server 2012
8 5 (4.50%) SQL Server Analysis Services
9 4 (3.60%) Oracle Database
9 4 (3.60%) QlikView
9 4 (3.60%) RDBMS
10 3 (2.70%) BusinessObjects
10 3 (2.70%) Cognos Report Studio
11 2 (1.80%) Amazon Redshift
11 2 (1.80%) Data Mining
Development Applications
1 14 (12.61%) Jenkins
2 8 (7.21%) ERwin
2 8 (7.21%) JIRA
2 8 (7.21%) Maven
3 2 (1.80%) Toad
4 1 (0.90%) SQL Server Management Studio (SSMS)
4 1 (0.90%) Team Foundation Server
General
1 42 (37.84%) Finance
2 14 (12.61%) Banking
3 5 (4.50%) Manufacturing
4 3 (2.70%) Investment Banking
4 3 (2.70%) Telecoms
5 2 (1.80%) Electronics
5 2 (1.80%) Marketing
5 2 (1.80%) Retail
6 1 (0.90%) Aerospace
6 1 (0.90%) Corporate Banking
6 1 (0.90%) Legal
6 1 (0.90%) Retail Banking
Job Titles
1 33 (29.73%) Analyst
1 33 (29.73%) Developer
2 28 (25.23%) Architect
3 24 (21.62%) Data Architect
4 19 (17.12%) Data Analyst
5 11 (9.91%) Consultant
6 9 (8.11%) Business Intelligence Developer
7 8 (7.21%) Data Warehouse Analyst
8 7 (6.31%) Business Analyst
8 7 (6.31%) Business Data Analyst
8 7 (6.31%) Data Consultant
8 7 (6.31%) Java Developer
8 7 (6.31%) SSIS Developer
8 7 (6.31%) Technical Analyst
9 6 (5.41%) Oracle Developer
10 5 (4.50%) Analyst Developer
10 5 (4.50%) Banking Analyst
10 5 (4.50%) Business Intelligence Analyst
10 5 (4.50%) Senior Analyst
10 5 (4.50%) SQL Analyst
Libraries, Frameworks & Software Standards
1 22 (19.82%) XML
2 12 (10.81%) Web Services
2 12 (10.81%) XSD
3 11 (9.91%) REST
3 11 (9.91%) WSDL
4 7 (6.31%) Spring
5 6 (5.41%) RESTful
6 3 (2.70%) .NET
7 2 (1.80%) ASP.NET
7 2 (1.80%) CSS
8 1 (0.90%) .NET Framework
8 1 (0.90%) ADO.NET
8 1 (0.90%) Entity Framework
8 1 (0.90%) Hibernate
8 1 (0.90%) JSP
8 1 (0.90%) Node.js
8 1 (0.90%) Servlets
8 1 (0.90%) Struts
8 1 (0.90%) XForms
8 1 (0.90%) XSL
Miscellaneous
1 11 (9.91%) Analytical Skills
1 11 (9.91%) Visualisation
2 8 (7.21%) NHS
3 6 (5.41%) Management Information System
4 4 (3.60%) Data Integration
5 2 (1.80%) Data Extraction
5 2 (1.80%) Data Structures
6 1 (0.90%) Data Centre
6 1 (0.90%) iPad
6 1 (0.90%) Mathematics
6 1 (0.90%) Reference Data
Operating Systems
1 1 (0.90%) Unix
1 1 (0.90%) Windows
Processes & Methodologies
1 29 (26.13%) Business Intelligence
2 25 (22.52%) Data Architecture
3 24 (21.62%) Agile Software Development
4 21 (18.92%) Data Analysis
4 21 (18.92%) Migration
5 19 (17.12%) SOA
6 14 (12.61%) ETL
7 13 (11.71%) Data Governance
7 13 (11.71%) Data Migration
8 11 (9.91%) Open Source
8 11 (9.91%) Stakeholder Management
9 9 (8.11%) Data Management
9 9 (8.11%) Logical Data Model
9 9 (8.11%) Project Management
9 9 (8.11%) TOGAF
9 9 (8.11%) Use Case
10 8 (7.21%) Validation
10 8 (7.21%) Virtual Environments
11 7 (6.31%) Physical Data Model
11 7 (6.31%) Service Delivery
Programming Languages
1 39 (35.14%) SQL
2 9 (8.11%) PL/SQL
3 7 (6.31%) Java
4 5 (4.50%) T-SQL
5 4 (3.60%) C#
6 2 (1.80%) JavaScript
7 1 (0.90%) PowerShell
7 1 (0.90%) VB
7 1 (0.90%) XPath
7 1 (0.90%) XQuery
Qualifications
1 30 (27.03%) Security Cleared
2 28 (25.23%) SC Cleared
3 2 (1.80%) Degree
3 2 (1.80%) DV Cleared
4 1 (0.90%) BPSS Clearance
4 1 (0.90%) DBS Check
Quality Assurance & Compliance
1 9 (8.11%) Data Quality
1 9 (8.11%) Solvency II
2 3 (2.70%) Basel II
2 3 (2.70%) Basel III
3 2 (1.80%) QA
4 1 (0.90%) Disclosure Scotland
4 1 (0.90%) SLA
System Software
1 8 (7.21%) VMware Infrastructure
1 8 (7.21%) Xen
2 3 (2.70%) ISA Server
Systems Management
1 8 (7.21%) Microsoft Intune
Vendors
1 22 (19.82%) Microsoft
2 13 (11.71%) Oracle
3 11 (9.91%) Teradata
4 8 (7.21%) Citrix
4 8 (7.21%) VMware
5 4 (3.60%) Cognos
6 3 (2.70%) SAP
6 3 (2.70%) Tableau
7 1 (0.90%) IBM
7 1 (0.90%) Informatica
7 1 (0.90%) Rally
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