The table below looks at the statistics for Data Modelling skills in IT contracts advertised for the Reading region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Modelling over the 3 months to 21 February 2017 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
21 Feb 2017
Same period 2016 Same period 2015
Data Modelling
Berkshire / Reading
Rank 54 46 42
Rank change year-on-year
-8 -4
Contract jobs citing Data Modelling 14 32 28
As % of all contract IT jobs located in Reading 1.93% 3.21% 3.15%
As % of the Processes & Methodologies category 2.38% 4.13% 4.33%
Number of daily rates quoted 11 18 22
Median daily rate £382 £470 £400
Median daily rate % change year-on-year
-18.72% +17.50%
90% offered a daily rate of more than £300 £400 £226
10% offered a daily rate of more than £475 £540 £430
UK excluding London median daily rate £450 £438 £425
% change year-on-year
+2.85% +2.94%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £42.50 £46.58 £52.50
% change year-on-year
-8.75% -11.27%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the Reading region.

Processes & Methodologies Category
Reading
Contract IT job ads with a match in the
Processes & Methodologies category
589 774 647
As % of all contract IT jobs located in Reading 81.13% 77.71% 72.78%
Number of daily rates quoted 309 448 356
Median daily rate £425 £400 £400
Median daily rate % change year-on-year
+6.25% -
90% offered a daily rate of more than £275 £263 £252
10% offered a daily rate of more than £550 £538 £500
UK excluding London median daily rate £410 £400 £400
% change year-on-year
+2.50% -
Number of hourly rates quoted 14 19 7
Median hourly rate £55.00 £45.00 £42.50
Median hourly rate % change year-on-year
+22.22% +5.88%
90% offered a hourly rate of more than £13.00 £15.00 £19.00
10% offered a hourly rate of more than £65.00 £63.00 £55.65
UK excluding London median hourly rate £35.75 £40.00 £27.50
% change year-on-year
-10.62% +45.45%

Data Modelling
Jobs Demand Trend in Reading

The demand trend of contract jobs across the Reading 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 Reading

Data Modelling
Daily Rate Trend in Reading

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Data Modelling across the Reading region.

Data Modelling Daily Rate Trend in Reading

Data Modelling
Daily Rate Histogram in Reading

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Modelling across the Reading region over the 3 months to 21 February 2017.

Data Modelling Daily Rate Histogram in Reading

Data Modelling
Hourly Rate Trend in Reading

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

Data Modelling Hourly Rate Trend in Reading

Data Modelling
Top 30 Related IT Skills in Reading

For the 6 months to 21 February 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 Reading region with a requirement for Data Modelling.

1 10 (41.67%) SQL Server
2 8 (33.33%) Finance
3 7 (29.17%) Analytical Skills
4 6 (25.00%) Data Warehouse
5 5 (20.83%) ETL
5 5 (20.83%) Business Intelligence
5 5 (20.83%) Agile Software Development
5 5 (20.83%) SQL Server Integration Services
6 4 (16.67%) Kimball Methodology
6 4 (16.67%) Analytics
6 4 (16.67%) Retail
6 4 (16.67%) Stakeholder Management
6 4 (16.67%) OLTP
6 4 (16.67%) T-SQL
7 3 (12.50%) SQL
7 3 (12.50%) Oracle
7 3 (12.50%) OLAP
7 3 (12.50%) PRINCE2
7 3 (12.50%) Windows
7 3 (12.50%) SOA
7 3 (12.50%) Microsoft
7 3 (12.50%) Migration
7 3 (12.50%) Project Management
7 3 (12.50%) Inmon Methodology
7 3 (12.50%) Database Security
7 3 (12.50%) REST
7 3 (12.50%) SQL Server 2012
7 3 (12.50%) Data Integration
7 3 (12.50%) Enterprise Architecture
7 3 (12.50%) Information Management

Data Modelling
Top Related IT Skills in Reading 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 2 (8.33%) BizTalk Server
1 2 (8.33%) SharePoint
2 1 (4.17%) Apache Solr
2 1 (4.17%) Elasticsearch
2 1 (4.17%) JBoss
2 1 (4.17%) Oracle SOA Suite
Applications
1 2 (8.33%) MS Excel
Business Applications
1 2 (8.33%) Dynamics CRM
2 1 (4.17%) Remedy ITSM
2 1 (4.17%) SAP Hybris
2 1 (4.17%) Sonata
Cloud Services
1 1 (4.17%) Amazon AWS
1 1 (4.17%) PaaS
1 1 (4.17%) SaaS
Database & Business Intelligence
1 10 (41.67%) SQL Server
2 6 (25.00%) Data Warehouse
3 5 (20.83%) SQL Server Integration Services
4 4 (16.67%) OLTP
5 3 (12.50%) OLAP
5 3 (12.50%) SQL Server 2012
5 3 (12.50%) SQL Server 2014
6 2 (8.33%) BusinessObjects
6 2 (8.33%) QlikView
6 2 (8.33%) Relational Database
7 1 (4.17%) CloverETL
7 1 (4.17%) Data Mining
7 1 (4.17%) Hadoop
7 1 (4.17%) Oracle Database
7 1 (4.17%) Pentaho
7 1 (4.17%) RDBMS
7 1 (4.17%) Snowflake Schema
7 1 (4.17%) Star Schema
Development Applications
1 1 (4.17%) Talend Open Studio
General
1 8 (33.33%) Finance
2 4 (16.67%) Retail
3 2 (8.33%) Banking
3 2 (8.33%) Billing
3 2 (8.33%) Telecoms
4 1 (4.17%) Marketing
4 1 (4.17%) Retail Banking
Job Titles
1 8 (33.33%) Architect
2 7 (29.17%) Data Architect
3 5 (20.83%) Analyst
3 5 (20.83%) Developer
4 3 (12.50%) Business Intelligence Analyst
4 3 (12.50%) Consultant
4 3 (12.50%) DBA
5 2 (8.33%) CRM Consultant
5 2 (8.33%) Database Developer
5 2 (8.33%) Designer
5 2 (8.33%) Dynamics CRM Consultant
5 2 (8.33%) Functional Analyst
5 2 (8.33%) SQL Developer
6 1 (4.17%) Android Developer
6 1 (4.17%) Data Analyst
6 1 (4.17%) Data Consultant
6 1 (4.17%) Data Mining Analyst
6 1 (4.17%) Data Scientist
6 1 (4.17%) SOA Designer
6 1 (4.17%) Solutions Analyst
Libraries, Frameworks & Software Standards
1 3 (12.50%) REST
2 2 (8.33%) .NET
2 2 (8.33%) Spring
2 2 (8.33%) Web Services
2 2 (8.33%) XML
3 1 (4.17%) Apache Camel
3 1 (4.17%) Apache CXF
3 1 (4.17%) Hibernate
3 1 (4.17%) jQuery
3 1 (4.17%) JSF
3 1 (4.17%) JSON
3 1 (4.17%) JSP
3 1 (4.17%) Middleware
3 1 (4.17%) Spring MVC
3 1 (4.17%) Struts
3 1 (4.17%) XSD
Miscellaneous
1 7 (29.17%) Analytical Skills
2 2 (8.33%) Mobile App
2 2 (8.33%) Smart Meter
3 1 (4.17%) CMDB
3 1 (4.17%) Computer Science
3 1 (4.17%) Data Structures
Operating Systems
1 3 (12.50%) Windows
1 3 (12.50%) Windows Server
2 1 (4.17%) Android
2 1 (4.17%) Apple iOS
Processes & Methodologies
1 5 (20.83%) Agile Software Development
1 5 (20.83%) Business Intelligence
1 5 (20.83%) ETL
2 4 (16.67%) Analytics
2 4 (16.67%) Kimball Methodology
2 4 (16.67%) Stakeholder Management
3 3 (12.50%) Data Architecture
3 3 (12.50%) Data Integration
3 3 (12.50%) Data Protection
3 3 (12.50%) Database Security
3 3 (12.50%) Enterprise Architecture
3 3 (12.50%) Information Management
3 3 (12.50%) Inmon Methodology
3 3 (12.50%) Migration
3 3 (12.50%) PRINCE2
3 3 (12.50%) Project Management
3 3 (12.50%) SOA
4 2 (8.33%) Software Delivery
4 2 (8.33%) Target Operating Model
4 2 (8.33%) Translating Business Requirements
Programming Languages
1 4 (16.67%) T-SQL
2 3 (12.50%) SQL
3 2 (8.33%) ABAP
3 2 (8.33%) Java
4 1 (4.17%) Apple Swift
4 1 (4.17%) C#
4 1 (4.17%) VB
Quality Assurance & Compliance
1 1 (4.17%) Data Quality
1 1 (4.17%) IFRS
1 1 (4.17%) IFRS 9
System Software
1 2 (8.33%) Active Directory
Vendors
1 3 (12.50%) Microsoft
1 3 (12.50%) Oracle
2 1 (4.17%) BMC
2 1 (4.17%) Cognos
2 1 (4.17%) hybris
2 1 (4.17%) Informatica
2 1 (4.17%) Remedy
2 1 (4.17%) SAP
2 1 (4.17%) Talend