The following table provides summary statistics for contract job vacancies advertised in the East of England 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 24 June 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 / East of England
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 84 79 88
Rank change year-on-year -5 +9  
Contract jobs citing Data Modelling 49 50 55
As % of all contract IT jobs advertised in the East of England 2.13% 1.97% 1.80%
As % of the Processes & Methodologies category 2.53% 2.47% 2.25%
Number of daily rates quoted 30 28 38
Median daily rate £450 £450 £425
Median daily rate % change year-on-year - +5.88%  
90% offered a daily rate of more than £381 £363 £347
10% offered a daily rate of more than £550 £613 £558
UK excluding London median daily rate £425 £434 £423
% change year-on-year -2.01% +2.66%  
Number of hourly rates quoted 1 0 2
Median hourly rate £15.00 - £50.00
UK excluding London median hourly rate £40.70 - £33.50

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 East of England with a requirement for process and methodology skills.

Contract Process & Methodology Skills
East of England
Contract job vacancies with a requirement for process and methodology skills 1938 2028 2440
As % of all contract IT job vacancies advertised in the East of England 84.26% 80.03% 79.84%
Number of daily rates quoted 1121 1169 1452
Median daily rate £450 £425 £400
Median daily rate % change year-on-year +5.88% +6.25%  
90% offered a daily rate of more than £290 £260 £273
10% offered a daily rate of more than £575 £575 £538
UK excluding London median daily rate £415 £400 £380
% change year-on-year +3.75% +5.26%  
Number of hourly rates quoted 136 152 179
Median hourly rate £35.00 £27.62 £33.00
Median hourly rate % change year-on-year +26.71% -16.30%  
90% offered a hourly rate of more than £13.00 £16.50 £12.00
10% offered a hourly rate of more than £62.50 £47.50 £49.25
UK excluding London median hourly rate £34.00 £28.50 £30.00
% change year-on-year +19.29% -5.00%  

Data Modelling
Job Vacancy Trend in the East of England

The job posting trend of jobs advertised in the East of England 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 East of England

Data Modelling
Contractor Daily Rate Trend in the East of England

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

Contractor daily rate trend for Data Modelling in the East of England

Data Modelling
Contractor Daily Rate Histogram in the East of England

The daily rate distribution of IT jobs citing Data Modelling in the East of England over the 3 months to 24 June 2017.

Contractor daily rate histogram for Data Modelling in the East of England

Data Modelling
Contractor Hourly Rate Trend in the East of England

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

Contractor hourly rate trend for Data Modelling in the East of England

Data Modelling
Contract Job Locations in the East of England

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 East of England region over the 3 months to 24 June 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
Bedfordshire -7 14 £469 -6.25% 2
Hertfordshire +4 13 £438 -2.77% 1
Essex -3 13 £438 -10.02% 2
Suffolk +15 3 £500 - 1
Norfolk -3 2 £438 +9.37% 2
Cambridgeshire -9 2 £210 -55.20% 2
East Anglia - 2 - -
Data Modelling
England

For the 6 months to 24 June 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 East of England region with a requirement for Data Modelling.

1 42 (48.28%) SQL
2 34 (39.08%) Agile Software Development
3 29 (33.33%) Oracle
4 26 (29.89%) UML
5 22 (25.29%) Migration
6 19 (21.84%) ETL
6 19 (21.84%) Data Transformation
7 18 (20.69%) Business Intelligence
7 18 (20.69%) Data Warehouse
7 18 (20.69%) Scrum
8 17 (19.54%) Middleware
8 17 (19.54%) XML
8 17 (19.54%) Data Mapping
8 17 (19.54%) Data Quality
9 16 (18.39%) Data Migration
9 16 (18.39%) Use Case
10 14 (16.09%) Business Analysis
10 14 (16.09%) Data Integration
10 14 (16.09%) E-Commerce
10 14 (16.09%) Data Mining
10 14 (16.09%) Data Flow Diagram
11 13 (14.94%) MySQL
11 13 (14.94%) Validation
11 13 (14.94%) Data Analysis
11 13 (14.94%) Requirements Management
11 13 (14.94%) Data Cleansing
12 12 (13.79%) Finance
12 12 (13.79%) Ingres
12 12 (13.79%) Data Munging
13 11 (12.64%) User Stories

Data Modelling
Co-occurring IT Skills in the East of England 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 3 (3.45%) WebLogic
2 2 (2.30%) Confluence
2 2 (2.30%) JBoss
2 2 (2.30%) Oracle SOA Suite
2 2 (2.30%) SAS
3 1 (1.15%) Apache ServiceMix
3 1 (1.15%) Apache Spark
3 1 (1.15%) IIS
3 1 (1.15%) Tomcat
3 1 (1.15%) WildFly
Applications
1 6 (6.90%) Microsoft Excel
1 6 (6.90%) MS Visio
2 1 (1.15%) Microsoft PowerPoint
Business Applications
1 1 (1.15%) SAP HCM
1 1 (1.15%) SAP MDG
1 1 (1.15%) SAP MDM
1 1 (1.15%) SessionCam
Cloud Services
1 3 (3.45%) Amazon AWS
2 1 (1.15%) Google Analytics
2 1 (1.15%) Microsoft Azure
2 1 (1.15%) SuccessFactors
Communications & Networking
1 1 (1.15%) Internet
1 1 (1.15%) Network Security
Database & Business Intelligence
1 18 (20.69%) Data Warehouse
2 14 (16.09%) Data Mining
3 13 (14.94%) MySQL
4 12 (13.79%) Ingres
5 11 (12.64%) SQL Server
5 11 (12.64%) SQL Server Reporting Services
6 9 (10.34%) SQL Server Integration Services
7 8 (9.20%) Oracle Database
8 7 (8.05%) Relational Database
9 6 (6.90%) BusinessObjects
9 6 (6.90%) SQL Server Analysis Services
10 5 (5.75%) QlikView
11 4 (4.60%) Hadoop
11 4 (4.60%) SAP Data Services
12 3 (3.45%) BusinessObjects Web Intelligence
12 3 (3.45%) Enterprise Data Warehouse
12 3 (3.45%) Oracle Database 10g
12 3 (3.45%) Pentaho
12 3 (3.45%) RDBMS
12 3 (3.45%) SQL Server 2008
Development Applications
1 4 (4.60%) PowerDesigner
2 3 (3.45%) CA Gen
3 2 (2.30%) ERwin
3 2 (2.30%) JIRA
4 1 (1.15%) Cucumber
4 1 (1.15%) Jenkins
4 1 (1.15%) JUnit
4 1 (1.15%) Maven
4 1 (1.15%) Talend Open Studio
4 1 (1.15%) Team Foundation Server
General
1 12 (13.79%) Finance
2 6 (6.90%) Legal
3 4 (4.60%) Law
4 3 (3.45%) Retail
5 2 (2.30%) Banking
6 1 (1.15%) Marketing
6 1 (1.15%) Pharmaceutical
6 1 (1.15%) Telecoms
Job Titles
1 46 (52.87%) Analyst
2 33 (37.93%) Business Analyst
3 19 (21.84%) Architect
4 13 (14.94%) Developer
5 10 (11.49%) Data Architect
6 8 (9.20%) Data Analyst
7 7 (8.05%) Technical Analyst
8 6 (6.90%) Technical Business Analyst
9 5 (5.75%) ETL Developer
10 4 (4.60%) Business Intelligence Analyst
10 4 (4.60%) Data Scientist
10 4 (4.60%) E-Commerce Analyst
10 4 (4.60%) E-Commerce Business Analyst
11 3 (3.45%) Business Intelligence Business Analyst
11 3 (3.45%) Data Business Analyst
11 3 (3.45%) Insurance Business Analyst
11 3 (3.45%) Pentaho Developer
11 3 (3.45%) Reinsurance Business Analyst
11 3 (3.45%) SQL Developer
11 3 (3.45%) Technical Architect
Libraries, Frameworks & Software Standards
1 17 (19.54%) Middleware
1 17 (19.54%) XML
2 9 (10.34%) XSLT
3 8 (9.20%) J2EE
4 7 (8.05%) .NET
5 5 (5.75%) Web Services
5 5 (5.75%) XSD
6 4 (4.60%) XML Schema
7 2 (2.30%) ASP.NET Web API
7 2 (2.30%) HTML
7 2 (2.30%) Java EE
7 2 (2.30%) JDBC
7 2 (2.30%) JMS
7 2 (2.30%) JPA
7 2 (2.30%) MDX
7 2 (2.30%) REST
7 2 (2.30%) SOAP
8 1 (1.15%) ASP.NET
8 1 (1.15%) JSP
8 1 (1.15%) Servlets
Miscellaneous
1 10 (11.49%) Data Structures
2 6 (6.90%) Analytical Skills
3 5 (5.75%) N-Tier
4 3 (3.45%) Management Information System
4 3 (3.45%) Reinsurance
4 3 (3.45%) User Experience
5 2 (2.30%) Hybrid Cloud
5 2 (2.30%) Virtual Team
6 1 (1.15%) Algorithms
6 1 (1.15%) Data Centre
6 1 (1.15%) Reference Data
6 1 (1.15%) RIA
Operating Systems
1 4 (4.60%) Unix
2 2 (2.30%) Linux
Processes & Methodologies
1 34 (39.08%) Agile Software Development
2 26 (29.89%) UML
3 22 (25.29%) Migration
4 19 (21.84%) Data Transformation
4 19 (21.84%) ETL
5 18 (20.69%) Business Intelligence
5 18 (20.69%) Scrum
6 17 (19.54%) Data Mapping
7 16 (18.39%) Data Migration
7 16 (18.39%) Use Case
8 14 (16.09%) Business Analysis
8 14 (16.09%) Data Flow Diagram
8 14 (16.09%) Data Integration
8 14 (16.09%) E-Commerce
9 13 (14.94%) Data Analysis
9 13 (14.94%) Data Cleansing
9 13 (14.94%) Requirements Management
9 13 (14.94%) Validation
10 12 (13.79%) Data Munging
11 11 (12.64%) User Stories
Programming Languages
1 42 (48.28%) SQL
2 8 (9.20%) Java
3 5 (5.75%) PL/SQL
4 4 (4.60%) C
4 4 (4.60%) C#
4 4 (4.60%) Perl
5 3 (3.45%) JavaScript
5 3 (3.45%) Python
5 3 (3.45%) Shell Script
5 3 (3.45%) T-SQL
6 2 (2.30%) VB.NET
6 2 (2.30%) VBScript
7 1 (1.15%) R
7 1 (1.15%) VBA
Qualifications
1 6 (6.90%) Degree
1 6 (6.90%) Security Cleared
2 3 (3.45%) BPSS Clearance
3 2 (2.30%) ISEB
3 2 (2.30%) SC Cleared
4 1 (1.15%) BC Cleared
4 1 (1.15%) CTC Cleared
4 1 (1.15%) ITIL Certification
Quality Assurance & Compliance
1 17 (19.54%) Data Quality
2 5 (5.75%) Disclosure Scotland
3 3 (3.45%) QA
4 2 (2.30%) GDPR
5 1 (1.15%) ISO/IEC 27001
5 1 (1.15%) MiFID
5 1 (1.15%) PCI DSS
Systems Management
1 1 (1.15%) Data Guard
1 1 (1.15%) Oracle EDQ
1 1 (1.15%) ThinApp
Vendors
1 29 (33.33%) Oracle
2 10 (11.49%) Microsoft
3 4 (4.60%) Informatica
3 4 (4.60%) Pega
4 3 (3.45%) BEA
4 3 (3.45%) MicroStrategy
4 3 (3.45%) SAP
4 3 (3.45%) Tableau
4 3 (3.45%) webMethods
5 2 (2.30%) Cognos
5 2 (2.30%) IBM
5 2 (2.30%) Red Hat
5 2 (2.30%) Teradata
6 1 (1.15%) Atlassian
6 1 (1.15%) DataFlux
6 1 (1.15%) Embarcadero
6 1 (1.15%) Google
6 1 (1.15%) HP
6 1 (1.15%) Mercator
6 1 (1.15%) VMware