The following table provides summary statistics for contract job vacancies advertised in Reading 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 26 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.

3 months to
26 Mar 2017
Same period 2016 Same period 2015
Data Modelling
Berkshire / Reading
Rank 53 60 46
Rank change year-on-year +7 -14  
Contract jobs citing Data Modelling 9 21 28
As % of all contract IT jobs advertised in Reading 1.37% 2.08% 2.81%
As % of the Processes & Methodologies category 1.70% 2.69% 3.91%
Number of daily rates quoted 9 13 22
Median daily rate £400 £425 £338
Median daily rate % change year-on-year -5.88% +25.92%  
90% offered a daily rate of more than £300 £405 £226
10% offered a daily rate of more than £820 £565 £425
UK excluding London median daily rate £438 £450 £425
% change year-on-year -2.77% +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 Reading with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Reading
Contract job vacancies with a requirement for process and methodology skills 529 780 717
As % of all contract IT job vacancies advertised in Reading 80.27% 77.30% 72.06%
Number of daily rates quoted 276 421 399
Median daily rate £425 £425 £400
Median daily rate % change year-on-year - +6.25%  
90% offered a daily rate of more than £263 £275 £250
10% offered a daily rate of more than £575 £550 £500
UK excluding London median daily rate £410 £400 £398
% change year-on-year +2.50% +0.62%  
Number of hourly rates quoted 22 16 12
Median hourly rate £17.59 £50.33 £27.00
Median hourly rate % change year-on-year -65.04% +86.38%  
90% offered a hourly rate of more than £15.00 £10.05 £18.64
10% offered a hourly rate of more than £60.33 £63.00 £55.65
UK excluding London median hourly rate £36.00 £38.75 £30.00
% change year-on-year -7.09% +29.16%  

Data Modelling
Job Vacancy Trend in Reading

The job posting trend of jobs advertised in Reading 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 Reading

Data Modelling
Contractor Daily Rate Trend in Reading

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

Contractor daily rate trend for Data Modelling in Reading

Data Modelling
Contractor Daily Rate Histogram in Reading

The daily rate distribution of IT jobs citing Data Modelling in Reading over the 3 months to 26 March 2017.

Contractor daily rate histogram for Data Modelling in Reading

Data Modelling
Contractor Hourly Rate Trend in Reading

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

Contractor hourly rate trend for Data Modelling in Reading

Data Modelling
Top 30 Related IT Skills in Reading

For the 6 months to 26 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 Reading region with a requirement for Data Modelling.

1 9 (42.86%) SQL Server
2 8 (38.10%) Finance
3 6 (28.57%) Data Warehouse
3 6 (28.57%) Business Intelligence
4 5 (23.81%) ETL
4 5 (23.81%) Stakeholder Management
4 5 (23.81%) SQL Server Integration Services
4 5 (23.81%) Analytical Skills
5 4 (19.05%) Analytics
5 4 (19.05%) Data Architecture
5 4 (19.05%) Retail
5 4 (19.05%) OLTP
5 4 (19.05%) T-SQL
6 3 (14.29%) SQL
6 3 (14.29%) OLAP
6 3 (14.29%) Windows
6 3 (14.29%) Project Management
6 3 (14.29%) Microsoft
6 3 (14.29%) Data Management
6 3 (14.29%) Information Management
6 3 (14.29%) Agile Software Development
6 3 (14.29%) Migration
6 3 (14.29%) Telecoms
6 3 (14.29%) Data Integration
6 3 (14.29%) Data Protection
6 3 (14.29%) Inmon Methodology
6 3 (14.29%) SQL Server 2012
6 3 (14.29%) Kimball Methodology
6 3 (14.29%) Database Security
6 3 (14.29%) SQL Server 2014

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 (9.52%) BizTalk Server
1 2 (9.52%) SharePoint
2 1 (4.76%) Apache Spark
2 1 (4.76%) JBoss
Applications
1 2 (9.52%) MS Excel
Business Applications
1 2 (9.52%) Dynamics CRM
2 1 (4.76%) Remedy ITSM
2 1 (4.76%) Sonata
Cloud Services
1 1 (4.76%) Amazon AWS
1 1 (4.76%) Cloud Computing
1 1 (4.76%) Microsoft Azure
Database & Business Intelligence
1 9 (42.86%) SQL Server
2 6 (28.57%) Data Warehouse
3 5 (23.81%) SQL Server Integration Services
4 4 (19.05%) OLTP
5 3 (14.29%) OLAP
5 3 (14.29%) SQL Server 2012
5 3 (14.29%) SQL Server 2014
6 2 (9.52%) BusinessObjects
6 2 (9.52%) QlikView
7 1 (4.76%) Apache Hive
7 1 (4.76%) Big Data
7 1 (4.76%) CloverETL
7 1 (4.76%) Data Mining
7 1 (4.76%) Hadoop
7 1 (4.76%) HBase
7 1 (4.76%) MongoDB
7 1 (4.76%) Pentaho
7 1 (4.76%) RDBMS
7 1 (4.76%) Snowflake Schema
7 1 (4.76%) Star Schema
Development Applications
1 1 (4.76%) Talend Open Studio
General
1 8 (38.10%) Finance
2 4 (19.05%) Retail
3 3 (14.29%) Telecoms
4 2 (9.52%) Banking
4 2 (9.52%) Billing
5 1 (4.76%) Retail Banking
Job Titles
1 7 (33.33%) Architect
1 7 (33.33%) Data Architect
2 5 (23.81%) Analyst
3 3 (14.29%) Business Intelligence Analyst
3 3 (14.29%) Consultant
3 3 (14.29%) DBA
3 3 (14.29%) Developer
4 2 (9.52%) Chief Architect
4 2 (9.52%) Chief Data Architect
4 2 (9.52%) CRM Consultant
4 2 (9.52%) Database Developer
4 2 (9.52%) Designer
4 2 (9.52%) Dynamics CRM Consultant
4 2 (9.52%) Functional Analyst
4 2 (9.52%) SQL Developer
5 1 (4.76%) Data Analyst
5 1 (4.76%) Database Analyst
5 1 (4.76%) Enterprise Architect
5 1 (4.76%) Lead Developer
5 1 (4.76%) Systems Analyst
Libraries, Frameworks & Software Standards
1 2 (9.52%) .NET
1 2 (9.52%) XML
2 1 (4.76%) Apache Camel
2 1 (4.76%) Apache CXF
2 1 (4.76%) JSON
2 1 (4.76%) REST
2 1 (4.76%) Spring
2 1 (4.76%) Web Services
2 1 (4.76%) XSD
Miscellaneous
1 5 (23.81%) Analytical Skills
2 2 (9.52%) Mobile App
2 2 (9.52%) Smart Meter
3 1 (4.76%) CMDB
3 1 (4.76%) Computer Science
3 1 (4.76%) Management Information System
Operating Systems
1 3 (14.29%) Windows
1 3 (14.29%) Windows Server
Processes & Methodologies
1 6 (28.57%) Business Intelligence
2 5 (23.81%) ETL
2 5 (23.81%) Stakeholder Management
3 4 (19.05%) Analytics
3 4 (19.05%) Data Architecture
4 3 (14.29%) Agile Software Development
4 3 (14.29%) Data Integration
4 3 (14.29%) Data Management
4 3 (14.29%) Data Protection
4 3 (14.29%) Database Security
4 3 (14.29%) Information Management
4 3 (14.29%) Inmon Methodology
4 3 (14.29%) Kimball Methodology
4 3 (14.29%) Migration
4 3 (14.29%) Project Management
5 2 (9.52%) Presales
5 2 (9.52%) Process Management
5 2 (9.52%) Six Sigma
5 2 (9.52%) Software Delivery
5 2 (9.52%) Target Operating Model
Programming Languages
1 4 (19.05%) T-SQL
2 3 (14.29%) SQL
3 2 (9.52%) ABAP
3 2 (9.52%) Java
4 1 (4.76%) C#
4 1 (4.76%) PHP
4 1 (4.76%) Python
4 1 (4.76%) Ruby
4 1 (4.76%) Scala
4 1 (4.76%) VB
Quality Assurance & Compliance
1 1 (4.76%) Data Quality
1 1 (4.76%) IFRS
1 1 (4.76%) IFRS 9
System Software
1 2 (9.52%) Active Directory
Vendors
1 3 (14.29%) Microsoft
2 2 (9.52%) Oracle
3 1 (4.76%) BMC
3 1 (4.76%) Cognos
3 1 (4.76%) Informatica
3 1 (4.76%) Remedy
3 1 (4.76%) Talend