Period
to 17 August 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 17 August 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
17 Aug 2018
Same period 2017 Same period 2016
Rank 60 57 74
Rank change year-on-year -3 +17 +7
Contract jobs citing Data Modelling 35 33 34
As % of all contract IT jobs advertised in Reading 2.37% 2.62% 1.96%
As % of the Processes & Methodologies category 2.77% 3.21% 2.45%
Number of daily rates quoted 25 27 20
Reading median daily rate £450 £450 £425
Median daily rate % change year-on-year - +5.88% +21.43%
10th Percentile £345 £356 £325
90th Percentile £625 £585 £641
Berkshire median daily rate £443 £438 £450
% change year-on-year +1.14% -2.78% +22.03%
Number of hourly rates quoted 0 0 0
Reading median hourly rate - - -
Berkshire median hourly rate £47.25 - -

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 1,262 1,029 1,390
As % of all contract IT jobs advertised in Reading 85.39% 81.73% 80.12%
Number of daily rates quoted 716 527 804
Reading median daily rate £425 £425 £411
Median daily rate % change year-on-year - +3.34% +2.81%
10th Percentile £223 £263 £250
90th Percentile £588 £577 £550
Berkshire median daily rate £425 £425 £413
% change year-on-year - +3.03% +8.27%
Number of hourly rates quoted 26 51 37
Reading median hourly rate £21.50 £16.00 £21.33
Median hourly rate % change year-on-year +34.38% -24.99% -3.16%
10th Percentile £13.50 £11.25 £10.85
90th Percentile £49.38 £53.75 £43.28
Berkshire median hourly rate £22.00 £15.00 £16.50
% change year-on-year +46.67% -9.09% -26.67%

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 17 August 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 17 August 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 14 (40.00%) Business Intelligence
2 13 (37.14%) Data Warehouse
3 11 (31.43%) Oracle
3 11 (31.43%) Analytics
4 9 (25.71%) Microsoft Azure
5 8 (22.86%) SQL Server
6 7 (20.00%) Power BI
7 6 (17.14%) C#
7 6 (17.14%) SQL
7 6 (17.14%) Informatica
7 6 (17.14%) Migration
7 6 (17.14%) Hadoop
7 6 (17.14%) Data Management
7 6 (17.14%) QlikView
7 6 (17.14%) SC Cleared
7 6 (17.14%) Security Cleared
8 5 (14.29%) NoSQL
8 5 (14.29%) MVC
8 5 (14.29%) Finance
8 5 (14.29%) .NET
8 5 (14.29%) ASP.NET
8 5 (14.29%) Data Strategy
8 5 (14.29%) Data Science
8 5 (14.29%) Analytical Skills
9 4 (11.43%) Microservices
9 4 (11.43%) Logical Data Model
9 4 (11.43%) ASP.NET Web Forms
9 4 (11.43%) Data Centre
9 4 (11.43%) .NET Core
9 4 (11.43%) Windows

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 2 (5.71%) PowerExchange
2 1 (2.86%) Apache Pig
2 1 (2.86%) ArcGIS
2 1 (2.86%) CMS
2 1 (2.86%) SAS
2 1 (2.86%) Umbraco
Applications
1 1 (2.86%) SPSS
Business Applications
1 2 (5.71%) Oracle ERP
1 2 (5.71%) Remedy ITSM
Cloud Services
1 9 (25.71%) Microsoft Azure
2 2 (5.71%) Azure Data Factory
Communications & Networking
1 4 (11.43%) SMTP
2 2 (5.71%) Radio Access Network
3 1 (2.86%) VPN
Database & Business Intelligence
1 13 (37.14%) Data Warehouse
2 8 (22.86%) SQL Server
3 7 (20.00%) Power BI
4 6 (17.14%) Hadoop
4 6 (17.14%) QlikView
5 5 (14.29%) NoSQL
6 4 (11.43%) Big Data
6 4 (11.43%) BusinessObjects
7 3 (8.57%) Oracle Database
7 3 (8.57%) Pentaho
8 2 (5.71%) Enterprise Data Warehouse
8 2 (5.71%) SQL Server 2008
9 1 (2.86%) Apache Cassandra
9 1 (2.86%) Apache Hive
9 1 (2.86%) Azure SQL Database
9 1 (2.86%) MongoDB
9 1 (2.86%) SQL Server 2005
9 1 (2.86%) SQL Server Analysis Services
9 1 (2.86%) SQL Server Integration Services
9 1 (2.86%) SQL Server Reporting Services
Development Applications
1 2 (5.71%) ERwin
2 1 (2.86%) Team Foundation Server
2 1 (2.86%) Toad
General
1 5 (14.29%) Finance
2 4 (11.43%) Banking
3 3 (8.57%) Telecoms
Job Titles
1 11 (31.43%) Architect
2 9 (25.71%) Developer
3 8 (22.86%) Data Architect
4 4 (11.43%) .NET Developer
4 4 (11.43%) Analyst
4 4 (11.43%) Solutions Architect
5 3 (8.57%) Designer
5 3 (8.57%) Enterprise Architect
6 2 (5.71%) Business Analyst
6 2 (5.71%) Business Intelligence Developer
6 2 (5.71%) Consultant
6 2 (5.71%) Data Analyst
6 2 (5.71%) Data Consultant
6 2 (5.71%) Data Modeller
6 2 (5.71%) Enterprise Data Architect
6 2 (5.71%) Insight Consultant
6 2 (5.71%) MIS Developer
6 2 (5.71%) SQL Developer
7 1 (2.86%) Azure Architect
7 1 (2.86%) Product Architect
Libraries, Frameworks & Software Standards
1 5 (14.29%) .NET
1 5 (14.29%) ASP.NET
2 4 (11.43%) .NET Core
2 4 (11.43%) ASP.NET Web Forms
3 2 (5.71%) REST
3 2 (5.71%) SOAP
3 2 (5.71%) Web Services
3 2 (5.71%) XML
4 1 (2.86%) ASP.NET Web API
4 1 (2.86%) CSS
4 1 (2.86%) HTML
4 1 (2.86%) HTML5
4 1 (2.86%) jQuery
4 1 (2.86%) Oracle Fusion
Miscellaneous
1 5 (14.29%) Analytical Skills
2 4 (11.43%) Data Centre
2 4 (11.43%) Management Information System
3 2 (5.71%) CMDB
3 2 (5.71%) Replication
3 2 (5.71%) TM Forum
4 1 (2.86%) Greenfield Project
Operating Systems
1 4 (11.43%) Windows
2 2 (5.71%) Unix
Processes & Methodologies
1 14 (40.00%) Business Intelligence
2 11 (31.43%) Analytics
3 6 (17.14%) Data Management
3 6 (17.14%) Migration
4 5 (14.29%) Data Science
4 5 (14.29%) Data Strategy
4 5 (14.29%) MVC
5 4 (11.43%) Agile Software Development
5 4 (11.43%) Data Architecture
5 4 (11.43%) ETL
5 4 (11.43%) Logical Data Model
5 4 (11.43%) Microservices
5 4 (11.43%) Multithreading
6 3 (8.57%) Data Analytics
6 3 (8.57%) Data Integration
6 3 (8.57%) Dimensional Modelling
6 3 (8.57%) Scorecard
7 2 (5.71%) Business Analytics
7 2 (5.71%) Physical Data Model
7 2 (5.71%) SDLC
Programming Languages
1 6 (17.14%) C#
1 6 (17.14%) SQL
2 3 (8.57%) PL/SQL
3 2 (5.71%) Python
4 1 (2.86%) F#
4 1 (2.86%) Java
4 1 (2.86%) JavaScript
4 1 (2.86%) R
4 1 (2.86%) VBA
Qualifications
1 6 (17.14%) SC Cleared
1 6 (17.14%) Security Cleared
2 2 (5.71%) ITIL Certification
3 1 (2.86%) Degree
Quality Assurance & Compliance
1 2 (5.71%) Data Quality
System Software
1 1 (2.86%) Apache Flume
Vendors
1 11 (31.43%) Oracle
2 6 (17.14%) Informatica
3 3 (8.57%) Microsoft
4 2 (5.71%) Remedy
5 1 (2.86%) SAP
5 1 (2.86%) Talend
5 1 (2.86%) Teradata
5 1 (2.86%) Vertica