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 19 January 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
19 Jan 2017
Same period 2016 Same period 2015
Data Modelling
Berkshire / Reading
Rank 61 55 46
Rank change year-on-year
-6 -9
Contract jobs citing Data Modelling 9 22 21
As % of all contract IT jobs located in Reading 1.27% 2.33% 2.46%
As % of the Processes & Methodologies category 1.57% 2.97% 3.46%
Number of daily rates quoted 6 11 17
Median daily rate £382 £475 £425
Median daily rate % change year-on-year
-19.57% +11.76%
90% offered a daily rate of more than £363 £400 £180
10% offered a daily rate of more than £475 £520 £510
UK excluding London median daily rate £450 £430 £440
% change year-on-year
+4.65% -2.27%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £55.00 £43.75 £70.00
% change year-on-year
+25.71% -37.50%

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
575 741 607
As % of all contract IT jobs located in Reading 80.99% 78.41% 71.16%
Number of daily rates quoted 282 445 363
Median daily rate £425 £420 £411
Median daily rate % change year-on-year
+1.19% +2.12%
90% offered a daily rate of more than £300 £275 £288
10% offered a daily rate of more than £544 £520 £550
UK excluding London median daily rate £405 £400 £390
% change year-on-year
+1.25% +2.56%
Number of hourly rates quoted 14 30 7
Median hourly rate £55.00 £33.50 £27.83
Median hourly rate % change year-on-year
+64.17% +20.37%
90% offered a hourly rate of more than £14.50 £15.00 £19.00
10% offered a hourly rate of more than £55.65 £63.00 £55.65
UK excluding London median hourly rate £35.00 £40.00 £26.00
% change year-on-year
-12.50% +53.84%

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
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 19 January 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 9 (37.50%) Data Warehouse
2 9 (37.50%) Finance
3 7 (29.17%) Data Architecture
3 7 (29.17%) Analytical Skills
4 5 (20.83%) Data Mapping
4 5 (20.83%) Agile Software Development
4 5 (20.83%) Data Management
4 5 (20.83%) SOA
4 5 (20.83%) ETL
5 4 (16.67%) Microsoft
5 4 (16.67%) Oracle
5 4 (16.67%) Business Intelligence
5 4 (16.67%) Retail
5 4 (16.67%) Kimball Methodology
5 4 (16.67%) Analytics
5 4 (16.67%) SQL Server Integration Services
5 4 (16.67%) Enterprise Architecture
6 3 (12.50%) Database Security
6 3 (12.50%) Data Protection
6 3 (12.50%) SQL Server 2012
6 3 (12.50%) Migration
6 3 (12.50%) Project Management
6 3 (12.50%) OLTP
6 3 (12.50%) SAS
6 3 (12.50%) OLAP
6 3 (12.50%) T-SQL
6 3 (12.50%) PRINCE2
6 3 (12.50%) Windows
6 3 (12.50%) MS Excel

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 3 (12.50%) SAS
2 2 (8.33%) BizTalk Server
2 2 (8.33%) Oracle SOA Suite
2 2 (8.33%) SharePoint
3 1 (4.17%) Apache Solr
3 1 (4.17%) Elasticsearch
3 1 (4.17%) JBoss
Applications
1 3 (12.50%) MS Excel
Business Applications
1 2 (8.33%) Dynamics CRM
2 1 (4.17%) SAP hybris
2 1 (4.17%) Sonata
Cloud Services
1 1 (4.17%) Amazon AWS
1 1 (4.17%) Microsoft Azure
1 1 (4.17%) PaaS
1 1 (4.17%) SaaS
Database & Business Intelligence
1 10 (41.67%) SQL Server
2 9 (37.50%) Data Warehouse
3 4 (16.67%) SQL Server Integration Services
4 3 (12.50%) OLAP
4 3 (12.50%) OLTP
4 3 (12.50%) SQL Server 2012
4 3 (12.50%) SQL Server 2014
5 2 (8.33%) BusinessObjects
5 2 (8.33%) QlikView
5 2 (8.33%) Relational Database
6 1 (4.17%) CloverETL
6 1 (4.17%) Data Mining
6 1 (4.17%) Hadoop
6 1 (4.17%) Oracle Database
6 1 (4.17%) Pentaho
6 1 (4.17%) RDBMS
6 1 (4.17%) Snowflake Schema
6 1 (4.17%) SQL Server Reporting Services
6 1 (4.17%) Star Schema
Development Applications
1 1 (4.17%) Talend Open Studio
General
1 9 (37.50%) Finance
2 4 (16.67%) Retail
3 2 (8.33%) Banking
3 2 (8.33%) Retail Banking
3 2 (8.33%) Telecoms
4 1 (4.17%) Marketing
Job Titles
1 12 (50.00%) Architect
2 10 (41.67%) Data Architect
3 5 (20.83%) Consultant
4 4 (16.67%) Analyst
5 3 (12.50%) DBA
6 2 (8.33%) Business Intelligence Analyst
6 2 (8.33%) CRM Consultant
6 2 (8.33%) Designer
6 2 (8.33%) Developer
6 2 (8.33%) Dynamics CRM Consultant
6 2 (8.33%) SAS Consultant
6 2 (8.33%) Solutions Architect
7 1 (4.17%) Android Developer
7 1 (4.17%) Cloud Architect
7 1 (4.17%) Data Scientist
7 1 (4.17%) Hybris Developer
7 1 (4.17%) SAS Architect
7 1 (4.17%) SOA Designer
7 1 (4.17%) SQL Server Architect
7 1 (4.17%) SQL Server Data Warehouse Architect
Libraries, Frameworks & Software Standards
1 2 (8.33%) .NET
1 2 (8.33%) Middleware
1 2 (8.33%) REST
1 2 (8.33%) Spring
1 2 (8.33%) Web Services
2 1 (4.17%) Apache Camel
2 1 (4.17%) Apache CXF
2 1 (4.17%) Hibernate
2 1 (4.17%) jQuery
2 1 (4.17%) JSF
2 1 (4.17%) JSP
2 1 (4.17%) Spring MVC
2 1 (4.17%) Struts
2 1 (4.17%) XML
2 1 (4.17%) XSD
Miscellaneous
1 7 (29.17%) Analytical Skills
2 2 (8.33%) Visualisation
3 1 (4.17%) Computer Science
3 1 (4.17%) Data Integration
3 1 (4.17%) Data Structures
3 1 (4.17%) Economics
3 1 (4.17%) Market Risk
3 1 (4.17%) Mathematics
3 1 (4.17%) Statistics
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 7 (29.17%) Data Architecture
2 5 (20.83%) Agile Software Development
2 5 (20.83%) Data Management
2 5 (20.83%) Data Mapping
2 5 (20.83%) ETL
2 5 (20.83%) SOA
3 4 (16.67%) Analytics
3 4 (16.67%) Business Intelligence
3 4 (16.67%) Enterprise Architecture
3 4 (16.67%) Kimball Methodology
4 3 (12.50%) Data Protection
4 3 (12.50%) Database Security
4 3 (12.50%) Migration
4 3 (12.50%) PRINCE2
4 3 (12.50%) Project Management
5 2 (8.33%) Change Management
5 2 (8.33%) CRM
5 2 (8.33%) Data Migration
5 2 (8.33%) Six Sigma
5 2 (8.33%) UML
Programming Languages
1 3 (12.50%) T-SQL
2 2 (8.33%) Java
3 1 (4.17%) Apple Swift
3 1 (4.17%) SQL
Quality Assurance & Compliance
1 1 (4.17%) Data Quality
System Software
1 2 (8.33%) Active Directory
Vendors
1 4 (16.67%) Microsoft
1 4 (16.67%) Oracle
2 1 (4.17%) Cognos
2 1 (4.17%) hybris
2 1 (4.17%) Informatica
2 1 (4.17%) SAP
2 1 (4.17%) Talend