The following table provides summary statistics for contract job vacancies advertised in the South West with a requirement for Data Modelling skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Modelling over the 3 months to 29 March 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Modelling
England / South West
3 months to
29 Mar 2017
Same period 2016 Same period 2015
Rank 94 69 67
Rank change year-on-year -25 -2  
Contract jobs citing Data Modelling 49 69 86
As % of all contract IT jobs advertised in the South West 1.90% 2.37% 2.76%
As % of the Processes & Methodologies category 2.33% 2.97% 3.49%
Number of daily rates quoted 35 54 61
Median daily rate £425 £450 £500
Median daily rate % change year-on-year -5.55% -10.00%  
90% offered a daily rate of more than £322 £336 £325
10% offered a daily rate of more than £554 £770 £600
UK excluding London median daily rate £425 £450 £425
% change year-on-year -5.55% +5.88%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £38.37 £49.82 £40.00
% change year-on-year -22.98% +24.55%  

Data Modelling is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in the South West with a requirement for process and methodology skills.

Contract Process & Methodology Skills
South West
Contract job vacancies with a requirement for process and methodology skills 2104 2320 2464
As % of all contract IT job vacancies advertised in the South West 81.58% 79.83% 79.00%
Number of daily rates quoted 1377 1534 1590
Median daily rate £400 £388 £400
Median daily rate % change year-on-year +3.22% -3.12%  
90% offered a daily rate of more than £265 £275 £288
10% offered a daily rate of more than £525 £525 £550
UK excluding London median daily rate £410 £400 £396
% change year-on-year +2.50% +1.01%  
Number of hourly rates quoted 104 136 86
Median hourly rate £39.50 £42.25 £35.00
Median hourly rate % change year-on-year -6.50% +20.71%  
90% offered a hourly rate of more than £14.50 £27.50 £13.00
10% offered a hourly rate of more than £47.50 £56.80 £46.50
UK excluding London median hourly rate £35.75 £38.50 £30.00
% change year-on-year -7.14% +28.33%  

Data Modelling
Job Vacancy Trend in the South West

The job posting trend of jobs advertised in the South West citing Data Modelling as a proportion of all contract or permanent IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Modelling in the South West

Data Modelling
Contractor Daily Rate Trend in the South West

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

Contractor daily rate trend for Data Modelling in the South West

Data Modelling
Contractor Daily Rate Histogram in the South West

The daily rate distribution of IT jobs citing Data Modelling in the South West over the 3 months to 29 March 2017.

Contractor daily rate histogram for Data Modelling in the South West

Data Modelling
Contractor Hourly Rate Trend in the South West

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

Contractor hourly rate trend for Data Modelling 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 29 March 2017. 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 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 -15 13 £400 -5.88% 2
Wiltshire -1 12 £438 -2.77% 2
Somerset +7 6 £350 -81.04% 2
Devon +3 6 £485 +21.25% 1
Dorset +3 6 £498 -33.66% 1
Gloucestershire 0 2 £388 -16.66% 2
Data Modelling
England

For the 6 months to 29 March 2017, 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 48 (44.44%) SQL
2 37 (34.26%) Finance
3 33 (30.56%) Agile Software Development
4 32 (29.63%) Analytical Skills
5 24 (22.22%) SQL Server
6 22 (20.37%) Oracle
6 22 (20.37%) Data Management
7 21 (19.44%) Data Architecture
7 21 (19.44%) Migration
8 19 (17.59%) Data Warehouse
9 18 (16.67%) Microsoft
9 18 (16.67%) .NET
10 17 (15.74%) Business Intelligence
11 16 (14.81%) PL/SQL
11 16 (14.81%) Oracle Database
12 15 (13.89%) Hadoop
12 15 (13.89%) Oracle Database 11g
12 15 (13.89%) Data Migration
13 14 (12.96%) SQL Server Reporting Services
13 14 (12.96%) Data Quality
13 14 (12.96%) T-SQL
14 13 (12.04%) Toad
14 13 (12.04%) Data Integration
14 13 (12.04%) SQL Server Integration Services
14 13 (12.04%) Big Data
15 12 (11.11%) Reference Data
15 12 (11.11%) ETL
16 11 (10.19%) MS Excel
16 11 (10.19%) Project Management
16 11 (10.19%) ERwin

Data Modelling
Co-occurring 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 (6.48%) Apache Spark
2 6 (5.56%) Elasticsearch
3 5 (4.63%) Apache Solr
4 3 (2.78%) IIS
5 2 (1.85%) BizTalk Server
5 2 (1.85%) SharePoint
6 1 (0.93%) Alfresco
6 1 (0.93%) Apache
6 1 (0.93%) Apache Pig
6 1 (0.93%) CMS
6 1 (0.93%) JBoss
6 1 (0.93%) Liferay
6 1 (0.93%) Oracle SOA Suite
6 1 (0.93%) SharePoint Server
6 1 (0.93%) Sitecore CMS
6 1 (0.93%) WebLogic
6 1 (0.93%) WildFly
Applications
1 11 (10.19%) MS Excel
2 4 (3.70%) MS Office
3 2 (1.85%) MS PowerPoint
3 2 (1.85%) MS Visio
Business Applications
1 5 (4.63%) Dynamics CRM
2 4 (3.70%) SAP Oil and Gas
Cloud Services
1 8 (7.41%) Amazon AWS
2 6 (5.56%) Amazon Kinesis
3 1 (0.93%) AWS Lambda
3 1 (0.93%) BlueKai
3 1 (0.93%) Google Cloud Platform
3 1 (0.93%) IaaS
3 1 (0.93%) Office 365
3 1 (0.93%) PaaS
Communications & Networking
1 4 (3.70%) Internet
2 1 (0.93%) Intranet
2 1 (0.93%) Kerberos
2 1 (0.93%) Radio Access Network
Database & Business Intelligence
1 24 (22.22%) SQL Server
2 19 (17.59%) Data Warehouse
3 16 (14.81%) Oracle Database
4 15 (13.89%) Hadoop
4 15 (13.89%) Oracle Database 11g
5 14 (12.96%) SQL Server Reporting Services
6 13 (12.04%) Big Data
6 13 (12.04%) SQL Server Integration Services
7 10 (9.26%) SQL Server 2008
8 9 (8.33%) SQL Server 2014
8 9 (8.33%) SQL Server Analysis Services
9 8 (7.41%) OLAP
10 7 (6.48%) Oracle Database 10g
11 6 (5.56%) Data Lake
11 6 (5.56%) Data Mart
11 6 (5.56%) NoSQL
11 6 (5.56%) OLTP
11 6 (5.56%) Pentaho
11 6 (5.56%) SQL Server 2012
12 5 (4.63%) Apache Cassandra
Development Applications
1 13 (12.04%) Toad
2 11 (10.19%) ERwin
3 5 (4.63%) MagicDraw
3 5 (4.63%) Team Foundation Server
4 4 (3.70%) JUnit
4 4 (3.70%) SQL Server Management Studio (SSMS)
5 3 (2.78%) Maven
6 2 (1.85%) Eclipse
6 2 (1.85%) Oracle APEX
6 2 (1.85%) Talend Open Studio
6 2 (1.85%) Visual Studio
7 1 (0.93%) Ant
7 1 (0.93%) Bower
7 1 (0.93%) Grunt
7 1 (0.93%) Jenkins
7 1 (0.93%) Selenium
7 1 (0.93%) TestNG
General
1 37 (34.26%) Finance
2 9 (8.33%) Telecoms
3 8 (7.41%) Back Office
4 6 (5.56%) Marketing
5 5 (4.63%) Banking
5 5 (4.63%) Billing
5 5 (4.63%) Manufacturing
6 4 (3.70%) Electronics
7 3 (2.78%) Legal
8 2 (1.85%) Retail
8 2 (1.85%) Wholesale Banking
9 1 (0.93%) Financial Institution
Job Titles
1 30 (27.78%) Analyst
2 28 (25.93%) Developer
3 27 (25.00%) Architect
4 19 (17.59%) Data Architect
5 13 (12.04%) Business Analyst
6 9 (8.33%) SQL Developer
7 8 (7.41%) DBA
7 8 (7.41%) Oracle Developer
8 7 (6.48%) .NET Developer
8 7 (6.48%) Data Engineer
8 7 (6.48%) SQL DBA
9 6 (5.56%) Administrator
9 6 (5.56%) Data Analyst
9 6 (5.56%) Data Modeller
10 5 (4.63%) Business Intelligence Analyst
10 5 (4.63%) Murex Analyst
10 5 (4.63%) SSIS Developer
10 5 (4.63%) SSRS Developer
10 5 (4.63%) Technical Architect
10 5 (4.63%) Test Analyst
Libraries, Frameworks & Software Standards
1 18 (16.67%) .NET
2 5 (4.63%) Lucene
3 4 (3.70%) Spring
4 3 (2.78%) CSS
4 3 (2.78%) Hibernate
4 3 (2.78%) RESTful
5 2 (1.85%) Ajax
5 2 (1.85%) AngularJS
5 2 (1.85%) ASP.NET
5 2 (1.85%) Flash
5 2 (1.85%) jQuery
5 2 (1.85%) JSON
5 2 (1.85%) Sass
6 1 (0.93%) ActiveMQ
6 1 (0.93%) Kafka
6 1 (0.93%) MDX
6 1 (0.93%) Modernizr
6 1 (0.93%) Node.js
6 1 (0.93%) RESTEasy
6 1 (0.93%) Twitter Bootstrap
Miscellaneous
1 32 (29.63%) Analytical Skills
2 12 (11.11%) Reference Data
3 9 (8.33%) Data Structures
4 5 (4.63%) Management Information System
4 5 (4.63%) Taxonomies
5 3 (2.78%) Data Centre
6 2 (1.85%) Mobile App
6 2 (1.85%) Smart Meter
6 2 (1.85%) W3C
7 1 (0.93%) CESG
7 1 (0.93%) Enterprise Software
7 1 (0.93%) User Experience
Operating Systems
1 6 (5.56%) Windows
2 4 (3.70%) Windows Server
3 1 (0.93%) Linux
Processes & Methodologies
1 33 (30.56%) Agile Software Development
2 22 (20.37%) Data Management
3 21 (19.44%) Data Architecture
3 21 (19.44%) Migration
4 17 (15.74%) Business Intelligence
5 15 (13.89%) Data Migration
6 13 (12.04%) Data Integration
7 12 (11.11%) ETL
8 11 (10.19%) Continuous Integration
8 11 (10.19%) Data Analysis
8 11 (10.19%) Project Management
9 10 (9.26%) PRINCE2
10 9 (8.33%) Integration Testing
10 9 (8.33%) Logical Data Model
10 9 (8.33%) Scrum
10 9 (8.33%) Workflow
11 8 (7.41%) Information Architecture
11 8 (7.41%) Reference Data Management
11 8 (7.41%) SDLC
12 7 (6.48%) Data Governance
Programming Languages
1 48 (44.44%) SQL
2 16 (14.81%) PL/SQL
3 14 (12.96%) T-SQL
4 7 (6.48%) C#
5 6 (5.56%) Java
6 5 (4.63%) Python
6 5 (4.63%) Scala
7 4 (3.70%) VBA
8 3 (2.78%) JavaScript
8 3 (2.78%) VB
9 2 (1.85%) ABAP
9 2 (1.85%) PHP
9 2 (1.85%) SPARQL
10 1 (0.93%) COBOL
10 1 (0.93%) PowerShell
Qualifications
1 11 (10.19%) Security Cleared
2 8 (7.41%) SC Cleared
3 3 (2.78%) BPSS Clearance
3 3 (2.78%) Degree
4 1 (0.93%) BC Cleared
4 1 (0.93%) DV Cleared
Quality Assurance & Compliance
1 14 (12.96%) Data Quality
2 5 (4.63%) Disclosure Scotland
3 2 (1.85%) IFRS
4 1 (0.93%) JSP 440
4 1 (0.93%) QA
4 1 (0.93%) SLA
System Software
1 1 (0.93%) HDFS
1 1 (0.93%) Oracle RAC
1 1 (0.93%) vCloud
1 1 (0.93%) VMware Infrastructure
Systems Management
1 1 (0.93%) Data Guard
1 1 (0.93%) Hadoop YARN
1 1 (0.93%) NetBackup
Vendors
1 22 (20.37%) Oracle
2 18 (16.67%) Microsoft
3 8 (7.41%) SAP
4 6 (5.56%) Informatica
5 5 (4.63%) Murex
6 3 (2.78%) Cloudera
6 3 (2.78%) IBM
6 3 (2.78%) MapR
6 3 (2.78%) Nuix
6 3 (2.78%) Splunk
7 2 (1.85%) Cognos
7 2 (1.85%) Sitecore
7 2 (1.85%) Talend
7 2 (1.85%) VMware
8 1 (0.93%) Google
8 1 (0.93%) hybris
8 1 (0.93%) OpenText
8 1 (0.93%) Red Hat
8 1 (0.93%) Software AG
8 1 (0.93%) Teradata
Bristol
Nigel Frank International
Rate: £375 - £425 per day
Posted: 7 days ago
Corsham, Wiltshire
People Source Consulting
Rate: £540 - £560 per day
Posted: 6 days ago