Period
to 23 October 2018

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 6 months to 23 October 2018 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
Berkshire > Reading
6 months to
23 Oct 2018
Same period 2017 Same period 2016
Rank 66 38 70
Rank change year-on-year -28 +32 +23
Contract jobs citing Data Modelling 32 47 31
As % of all contract IT jobs advertised in Reading 2.20% 3.74% 2.06%
As % of the Processes & Methodologies category 2.55% 4.48% 2.56%
Number of daily rates quoted 26 38 22
Reading median daily rate £433 £456 £500
Median daily rate % change year-on-year -5.21% -8.75% +37.93%
10th Percentile £350 £349 £326
90th Percentile £600 £511 £650
Berkshire median daily rate £425 £450 £470
% change year-on-year -5.56% -4.26% +17.50%
Number of hourly rates quoted 0 0 0
Reading median hourly rate - - -
Berkshire median hourly rate £47.25 £54.00 -
% change year-on-year -12.50% - -

Data Modelling is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Reading with a requirement for process or methodology skills.

All Process and Methodology Skills
Reading
Contract vacancies with a requirement for process or methodology skills 1,256 1,049 1,211
As % of all contract IT jobs advertised in Reading 86.50% 83.52% 80.63%
Number of daily rates quoted 694 591 670
Reading median daily rate £425 £425 £400
Median daily rate % change year-on-year - +6.25% -
10th Percentile £214 £281 £231
90th Percentile £584 £575 £575
Berkshire median daily rate £425 £425 £400
% change year-on-year - +6.25% +3.23%
Number of hourly rates quoted 19 48 45
Reading median hourly rate £21.50 £16.00 £22.35
Median hourly rate % change year-on-year +34.38% -28.41% -22.13%
10th Percentile £13.10 £11.10 £14.25
90th Percentile £56.75 £47.50 £43.28
Berkshire median hourly rate £20.00 £15.50 £17.50
% change year-on-year +29.03% -11.43% -33.96%

Data Modelling
Job Vacancy Trend in Reading

Job postings citing Data Modelling as a percentage of all IT jobs advertised in Reading.

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 6 months to 23 October 2018.

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 contractor hourly rates quoted in IT jobs citing Data Modelling in Reading.

Contractor hourly rate trend for Data Modelling in Reading

For the 6 months to 23 October 2018, IT contractor jobs citing Data Modelling also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Reading region with a requirement for Data Modelling.

1 13 (40.63%) SQL Server
2 10 (31.25%) C#
2 10 (31.25%) Data Warehouse
2 10 (31.25%) Business Intelligence
3 9 (28.13%) .NET
3 9 (28.13%) ASP.NET
4 8 (25.00%) Oracle
4 8 (25.00%) MVC
4 8 (25.00%) Analytics
5 7 (21.88%) SQL
5 7 (21.88%) Microsoft Azure
6 5 (15.63%) Finance
6 5 (15.63%) Migration
6 5 (15.63%) CMS
6 5 (15.63%) HTML
6 5 (15.63%) JavaScript
6 5 (15.63%) CSS
6 5 (15.63%) NoSQL
6 5 (15.63%) jQuery
6 5 (15.63%) Umbraco
6 5 (15.63%) Big Data
6 5 (15.63%) ASP.NET Web API
7 4 (12.50%) ASP.NET Web Forms
7 4 (12.50%) Logical Data Model
7 4 (12.50%) Microservices
7 4 (12.50%) SQL Server 2014
7 4 (12.50%) Power BI
7 4 (12.50%) .NET Core
7 4 (12.50%) Greenfield Project
7 4 (12.50%) Data Strategy

Data Modelling
Co-occurring 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 5 (15.63%) CMS
1 5 (15.63%) Umbraco
2 2 (6.25%) PowerExchange
3 1 (3.13%) Apache Spark
3 1 (3.13%) ArcGIS
3 1 (3.13%) Oracle Service Bus
3 1 (3.13%) Oracle SOA Suite
3 1 (3.13%) WebLogic
Business Applications
1 2 (6.25%) Remedy ITSM
2 1 (3.13%) Dynamics CRM
2 1 (3.13%) Oracle EBS
2 1 (3.13%) Oracle ERP
Cloud Services
1 7 (21.88%) Microsoft Azure
2 2 (6.25%) Azure Data Factory
3 1 (3.13%) Office 365
3 1 (3.13%) Oracle CX
Communications & Networking
1 4 (12.50%) SMTP
2 2 (6.25%) Radio Access Network
3 1 (3.13%) FTP
3 1 (3.13%) VPN
Database & Business Intelligence
1 13 (40.63%) SQL Server
2 10 (31.25%) Data Warehouse
3 5 (15.63%) Big Data
3 5 (15.63%) NoSQL
4 4 (12.50%) Power BI
4 4 (12.50%) SQL Server 2008
4 4 (12.50%) SQL Server 2014
5 3 (9.38%) BusinessObjects
5 3 (9.38%) Oracle Database
6 2 (6.25%) Enterprise Data Warehouse
6 2 (6.25%) Pentaho
6 2 (6.25%) QlikView
7 1 (3.13%) Apache Cassandra
7 1 (3.13%) GIS
7 1 (3.13%) Hadoop
7 1 (3.13%) Microsoft Power View
7 1 (3.13%) MySQL
7 1 (3.13%) PostgreSQL
7 1 (3.13%) SQL Server Integration Services
7 1 (3.13%) SQL Server Reporting Services
Development Applications
1 4 (12.50%) Team Foundation Server
2 2 (6.25%) ERwin
3 1 (3.13%) Jenkins
3 1 (3.13%) SoapUI
3 1 (3.13%) Toad
General
1 5 (15.63%) Finance
2 4 (12.50%) Banking
3 3 (9.38%) Telecoms
Job Titles
1 13 (40.63%) Developer
2 6 (18.75%) Architect
3 4 (12.50%) .NET Developer
3 4 (12.50%) Umbraco Developer
4 3 (9.38%) Analyst
4 3 (9.38%) Data Analyst
4 3 (9.38%) Data Architect
5 2 (6.25%) Business Intelligence Consultant
5 2 (6.25%) Business Intelligence Developer
5 2 (6.25%) Consultant
5 2 (6.25%) Data Modeller
5 2 (6.25%) Designer
5 2 (6.25%) Enterprise Architect
6 1 (3.13%) CRM Developer
6 1 (3.13%) Data Migration Analyst
6 1 (3.13%) Delivery Manager
6 1 (3.13%) Enterprise Data Architect
6 1 (3.13%) Oracle Analyst
6 1 (3.13%) Oracle Architect
6 1 (3.13%) SQL Server Consultant
Libraries, Frameworks & Software Standards
1 9 (28.13%) .NET
1 9 (28.13%) ASP.NET
2 5 (15.63%) ASP.NET Web API
2 5 (15.63%) CSS
2 5 (15.63%) HTML
2 5 (15.63%) jQuery
3 4 (12.50%) .NET Core
3 4 (12.50%) ASP.NET Web Forms
3 4 (12.50%) HTML5
4 3 (9.38%) REST
4 3 (9.38%) SOAP
4 3 (9.38%) Web Services
4 3 (9.38%) XML
5 2 (6.25%) Node.js
5 2 (6.25%) Oracle Fusion
6 1 (3.13%) Middleware
6 1 (3.13%) OLE
6 1 (3.13%) WSDL
6 1 (3.13%) XML Schema
6 1 (3.13%) XSLT
Miscellaneous
1 4 (12.50%) Greenfield Project
2 3 (9.38%) Analytical Skills
3 2 (6.25%) CMDB
3 2 (6.25%) Management Information System
3 2 (6.25%) TM Forum
4 1 (3.13%) Data Centre
4 1 (3.13%) Replication
Operating Systems
1 4 (12.50%) Windows
2 2 (6.25%) Unix
3 1 (3.13%) Linux
Processes & Methodologies
1 10 (31.25%) Business Intelligence
2 8 (25.00%) Analytics
2 8 (25.00%) MVC
3 5 (15.63%) Migration
4 4 (12.50%) Data Architecture
4 4 (12.50%) Data Strategy
4 4 (12.50%) Logical Data Model
4 4 (12.50%) Microservices
4 4 (12.50%) Multithreading
5 3 (9.38%) Agile Software Development
5 3 (9.38%) Artificial Intelligence
5 3 (9.38%) Data Science
6 2 (6.25%) Asset Management
6 2 (6.25%) Data Integration
6 2 (6.25%) Data Management
6 2 (6.25%) Data Migration
6 2 (6.25%) Dimensional Modelling
6 2 (6.25%) ITSM
6 2 (6.25%) Six Sigma
6 2 (6.25%) Visualisation
Programming Languages
1 10 (31.25%) C#
2 7 (21.88%) SQL
3 5 (15.63%) JavaScript
4 3 (9.38%) Python
5 2 (6.25%) Java
5 2 (6.25%) PL/SQL
5 2 (6.25%) R
6 1 (3.13%) T-SQL
6 1 (3.13%) VBA
6 1 (3.13%) XPath
Qualifications
1 4 (12.50%) SC Cleared
1 4 (12.50%) Security Cleared
2 2 (6.25%) ITIL Certification
3 1 (3.13%) Degree
System Software
1 1 (3.13%) Docker
Systems Management
1 1 (3.13%) Kubernetes
1 1 (3.13%) Opscode Chef
1 1 (3.13%) Puppet
Vendors
1 8 (25.00%) Oracle
2 4 (12.50%) Informatica
3 2 (6.25%) Microsoft
3 2 (6.25%) Remedy
4 1 (3.13%) Alteryx
4 1 (3.13%) Tableau