Period
to 14 December 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 14 December 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
14 Dec 2018
Same period 2017 Same period 2016
Rank 79 53 72
Rank change year-on-year -26 +19 +5
Contract jobs citing Data Modelling 23 44 29
As % of all contract IT jobs advertised in Reading 1.46% 3.45% 1.93%
As % of the Processes & Methodologies category 1.69% 4.12% 2.39%
Number of daily rates quoted 16 37 20
Reading median daily rate £425 £465 £550
Median daily rate % change year-on-year -8.60% -15.45% +18.28%
10th Percentile £344 £356 £357
90th Percentile £488 £526 £653
Berkshire median daily rate £425 £450 £450
% change year-on-year -5.56% - +12.50%
Number of hourly rates quoted 0 0 0
Reading median hourly rate - - -
Berkshire median hourly rate £55.00 £54.00 -
% change year-on-year +1.85% - -

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 1,360 1,068 1,214
As % of all contract IT jobs advertised in Reading 86.24% 83.63% 80.93%
Number of daily rates quoted 722 649 617
Reading median daily rate £438 £403 £400
Median daily rate % change year-on-year +8.70% +0.63% -
10th Percentile £216 £270 £235
90th Percentile £588 £575 £575
Berkshire median daily rate £425 £425 £400
% change year-on-year - +6.25% -
Number of hourly rates quoted 24 40 43
Reading median hourly rate £38.75 £14.00 £22.50
Median hourly rate % change year-on-year +176.79% -37.78% -27.18%
10th Percentile £20.00 £10.75 £14.25
90th Percentile £62.25 £39.75 £55.00
Berkshire median hourly rate £21.50 £14.50 £18.25
% change year-on-year +48.28% -20.55% -27.00%

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 14 December 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 14 December 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 9 (39.13%) SQL Server
2 7 (30.43%) Business Intelligence
3 6 (26.09%) Data Warehouse
3 6 (26.09%) C#
3 6 (26.09%) SQL
4 5 (21.74%) .NET
4 5 (21.74%) HTML
4 5 (21.74%) JavaScript
4 5 (21.74%) Oracle
4 5 (21.74%) ASP.NET
4 5 (21.74%) CSS
4 5 (21.74%) CMS
4 5 (21.74%) Migration
4 5 (21.74%) jQuery
4 5 (21.74%) Umbraco
4 5 (21.74%) ASP.NET Web API
5 4 (17.39%) Analytics
5 4 (17.39%) Team Foundation Server
5 4 (17.39%) HTML5
5 4 (17.39%) SQL Server 2008
5 4 (17.39%) MVC
5 4 (17.39%) Project Management
5 4 (17.39%) Microsoft
5 4 (17.39%) SQL Server 2014
5 4 (17.39%) Greenfield Project
6 3 (13.04%) Enterprise Data Warehouse
6 3 (13.04%) Power BI
6 3 (13.04%) Configuration Management
6 3 (13.04%) Service Management
6 3 (13.04%) Finance

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 (21.74%) CMS
1 5 (21.74%) Umbraco
2 2 (8.70%) PowerExchange
3 1 (4.35%) Apache Spark
3 1 (4.35%) Oracle Service Bus
3 1 (4.35%) Oracle SOA Suite
3 1 (4.35%) WebLogic
Applications
1 2 (8.70%) Microsoft Project
Business Applications
1 1 (4.35%) Dynamics CRM
1 1 (4.35%) Oracle EBS
Cloud Services
1 1 (4.35%) Microsoft Azure
1 1 (4.35%) Office 365
1 1 (4.35%) Oracle CX
Communications & Networking
1 2 (8.70%) Radio Access Network
2 1 (4.35%) FTP
2 1 (4.35%) VPN
Database & Business Intelligence
1 9 (39.13%) SQL Server
2 6 (26.09%) Data Warehouse
3 4 (17.39%) SQL Server 2008
3 4 (17.39%) SQL Server 2014
4 3 (13.04%) Big Data
4 3 (13.04%) Enterprise Data Warehouse
4 3 (13.04%) Power BI
5 2 (8.70%) BusinessObjects
5 2 (8.70%) SQL Server Integration Services
5 2 (8.70%) SQL Server Reporting Services
6 1 (4.35%) Apache Cassandra
6 1 (4.35%) Cosmos DB
6 1 (4.35%) Microsoft Power View
6 1 (4.35%) MySQL
6 1 (4.35%) NoSQL
6 1 (4.35%) Oracle Database
6 1 (4.35%) Oracle ODI
6 1 (4.35%) PostgreSQL
6 1 (4.35%) PowerPivot
6 1 (4.35%) SQL Server Analysis Services
Development Applications
1 4 (17.39%) Team Foundation Server
2 1 (4.35%) Jenkins
2 1 (4.35%) SoapUI
2 1 (4.35%) Toad
General
1 3 (13.04%) Finance
2 2 (8.70%) Telecoms
Job Titles
1 10 (43.48%) Developer
2 4 (17.39%) Umbraco Developer
3 3 (13.04%) Analyst
3 3 (13.04%) Business Intelligence Developer
3 3 (13.04%) Data Analyst
4 2 (8.70%) Business Intelligence Consultant
4 2 (8.70%) Consultant
4 2 (8.70%) OSS Programme Manager
4 2 (8.70%) Programme Manager
4 2 (8.70%) Project Manager
4 2 (8.70%) SQL Developer
5 1 (4.35%) CRM Developer
5 1 (4.35%) Data Consultant
5 1 (4.35%) Data Migration Manager
5 1 (4.35%) Data Scientist
5 1 (4.35%) Lead Project Manager
5 1 (4.35%) Migration Project Manager
5 1 (4.35%) Oracle Analyst
5 1 (4.35%) SQL Server BI Developer
5 1 (4.35%) SQL Server Consultant
Libraries, Frameworks & Software Standards
1 5 (21.74%) .NET
1 5 (21.74%) ASP.NET
1 5 (21.74%) ASP.NET Web API
1 5 (21.74%) CSS
1 5 (21.74%) HTML
1 5 (21.74%) jQuery
2 4 (17.39%) HTML5
3 2 (8.70%) Node.js
4 1 (4.35%) Kafka
4 1 (4.35%) Middleware
4 1 (4.35%) OLE
4 1 (4.35%) Oracle Fusion
4 1 (4.35%) REST
4 1 (4.35%) SOAP
4 1 (4.35%) TensorFlow
4 1 (4.35%) Web Services
4 1 (4.35%) WSDL
4 1 (4.35%) XML
4 1 (4.35%) XML Schema
4 1 (4.35%) XSLT
Miscellaneous
1 4 (17.39%) Greenfield Project
2 1 (4.35%) CMDB
2 1 (4.35%) Management Information System
2 1 (4.35%) Replication
Operating Systems
1 2 (8.70%) Unix
2 1 (4.35%) Linux
Processes & Methodologies
1 7 (30.43%) Business Intelligence
2 5 (21.74%) Migration
3 4 (17.39%) Analytics
3 4 (17.39%) MVC
3 4 (17.39%) Project Management
4 3 (13.04%) Artificial Intelligence
4 3 (13.04%) Configuration Management
4 3 (13.04%) Data Migration
4 3 (13.04%) Service Management
5 2 (8.70%) Agile Software Development
5 2 (8.70%) Business Analysis
5 2 (8.70%) CRM
5 2 (8.70%) Data Analysis
5 2 (8.70%) Data Cleansing
5 2 (8.70%) Fault Management
5 2 (8.70%) Performance Management
5 2 (8.70%) Risk Management
5 2 (8.70%) Service Delivery
5 2 (8.70%) Stakeholder Management
5 2 (8.70%) Visualisation
Programming Languages
1 6 (26.09%) C#
1 6 (26.09%) SQL
2 5 (21.74%) JavaScript
3 2 (8.70%) Java
3 2 (8.70%) PL/SQL
3 2 (8.70%) Python
3 2 (8.70%) R
3 2 (8.70%) T-SQL
4 1 (4.35%) XPath
Qualifications
1 1 (4.35%) SC Cleared
1 1 (4.35%) Security Cleared
Quality Assurance & Compliance
1 1 (4.35%) QA
System Software
1 1 (4.35%) Docker
Systems Management
1 1 (4.35%) Kubernetes
1 1 (4.35%) Opscode Chef
1 1 (4.35%) Puppet
Vendors
1 5 (21.74%) Oracle
2 4 (17.39%) Microsoft
3 2 (8.70%) Informatica
4 1 (4.35%) Alteryx
4 1 (4.35%) Tableau