Period
to 23 February 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 February 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 Feb 2018
Same period 2017 Same period 2016
Rank 63 70 73
Rank change year-on-year +7 +3 -23
Contract jobs citing Data Modelling 28 24 37
As % of all contract IT jobs advertised in Reading 2.30% 1.67% 1.86%
As % of the Processes & Methodologies category 2.78% 2.05% 2.39%
Number of daily rates quoted 23 23 21
Reading median daily rate £400 £400 £475
Median daily rate % change year-on-year - -15.79% +13.10%
10th Percentile £321 £300 £400
90th Percentile £500 £640 £575
Berkshire median daily rate £450 £450 £450
Number of hourly rates quoted 0 0 0
Reading median hourly rate - - -
Berkshire median hourly rate £50.00 - £16.09

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 1,008 1,171 1,550
As % of all contract IT jobs advertised in Reading 82.96% 81.38% 77.97%
Number of daily rates quoted 643 587 930
Reading median daily rate £400 £403 £400
Median daily rate % change year-on-year -0.62% +0.63% -
10th Percentile £275 £220 £231
90th Percentile £575 £550 £538
Berkshire median daily rate £425 £400 £400
% change year-on-year +6.25% - +0.63%
Number of hourly rates quoted 24 45 68
Reading median hourly rate £14.25 £20.00 £30.90
Median hourly rate % change year-on-year -28.75% -35.28% +54.50%
10th Percentile £11.25 £13.00 £15.00
90th Percentile £47.50 £55.65 £50.82
Berkshire median hourly rate £14.00 £17.68 £24.00
% change year-on-year -20.81% -26.33% +9.09%

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 February 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 February 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 10 (35.71%) SQL Server
1 10 (35.71%) Banking
1 10 (35.71%) Analytical Skills
2 8 (28.57%) UML
2 8 (28.57%) C#
2 8 (28.57%) SQL
2 8 (28.57%) ETL
2 8 (28.57%) Microsoft Azure
3 7 (25.00%) Data Quality
3 7 (25.00%) NoSQL
3 7 (25.00%) Analytics
3 7 (25.00%) GDPR
3 7 (25.00%) .NET
4 6 (21.43%) ASP.NET
4 6 (21.43%) Windows
4 6 (21.43%) SMTP
4 6 (21.43%) Business Intelligence
4 6 (21.43%) MVC
4 6 (21.43%) Risk Assessment
4 6 (21.43%) Data Protection Act
4 6 (21.43%) Data Protection
4 6 (21.43%) .NET Core
4 6 (21.43%) Microservices
4 6 (21.43%) ASP.NET Web Forms
4 6 (21.43%) Business Process Mapping
5 5 (17.86%) Multithreading
5 5 (17.86%) Agile Software Development
5 5 (17.86%) Data Analysis
5 5 (17.86%) Business Analysis
5 5 (17.86%) Migration

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 3 (10.71%) SAS
2 1 (3.57%) Apache Pig
2 1 (3.57%) OpenStack
2 1 (3.57%) Oracle SOA Suite
2 1 (3.57%) WebLogic
Applications
1 2 (7.14%) Microsoft Excel
1 2 (7.14%) Microsoft PowerPoint
1 2 (7.14%) MS Visio
2 1 (3.57%) SPSS
Business Applications
1 1 (3.57%) SessionCam
Cloud Services
1 8 (28.57%) Microsoft Azure
2 1 (3.57%) Google Analytics
Communications & Networking
1 6 (21.43%) SMTP
2 2 (7.14%) DOCSIS
2 2 (7.14%) SDH
3 1 (3.57%) 4G
3 1 (3.57%) LTE
3 1 (3.57%) OpenFlow
3 1 (3.57%) Radio Access Network
3 1 (3.57%) SMS
3 1 (3.57%) VoLTE
Database & Business Intelligence
1 10 (35.71%) SQL Server
2 7 (25.00%) NoSQL
3 5 (17.86%) Data Warehouse
4 3 (10.71%) Big Data
4 3 (10.71%) BusinessObjects
5 2 (7.14%) Data Lake
5 2 (7.14%) Power BI
5 2 (7.14%) QlikView
6 1 (3.57%) Apache Cassandra
6 1 (3.57%) Apache Hive
6 1 (3.57%) Azure SQL Database
6 1 (3.57%) Hadoop
6 1 (3.57%) HBase
6 1 (3.57%) Mahout
6 1 (3.57%) MongoDB
6 1 (3.57%) Pentaho
6 1 (3.57%) Redis
6 1 (3.57%) SAP HANA
6 1 (3.57%) SQL Server 2008
6 1 (3.57%) SQL Server Analysis Services
Development Applications
1 1 (3.57%) ERwin
1 1 (3.57%) SoapUI
1 1 (3.57%) XMLSpy
General
1 10 (35.71%) Banking
2 4 (14.29%) Finance
3 2 (7.14%) Retail Banking
3 2 (7.14%) Telecoms
4 1 (3.57%) Investment Banking
4 1 (3.57%) Marketing
Job Titles
1 9 (32.14%) Architect
2 8 (28.57%) Developer
3 6 (21.43%) .NET Developer
3 6 (21.43%) Data Modeller
4 5 (17.86%) Analyst
4 5 (17.86%) Designer
5 4 (14.29%) Solutions Architect
6 3 (10.71%) Data Analyst
6 3 (10.71%) Senior .NET Developer
6 3 (10.71%) Senior Developer
6 3 (10.71%) Solutions Designer
7 2 (7.14%) Business Architect
7 2 (7.14%) Consultant
7 2 (7.14%) Credit Analyst
7 2 (7.14%) Credit Risk Analyst
7 2 (7.14%) Data Consultant
7 2 (7.14%) Insight Consultant
7 2 (7.14%) Risk Analyst
7 2 (7.14%) Test Analyst
8 1 (3.57%) Data Architect
Libraries, Frameworks & Software Standards
1 7 (25.00%) .NET
2 6 (21.43%) .NET Core
2 6 (21.43%) ASP.NET
2 6 (21.43%) ASP.NET Web Forms
3 1 (3.57%) ASP.NET Web API
3 1 (3.57%) SOAP
3 1 (3.57%) WSDL
3 1 (3.57%) XML
3 1 (3.57%) XSD
Miscellaneous
1 10 (35.71%) Analytical Skills
2 6 (21.43%) Data Protection Act
3 4 (14.29%) Data Structures
4 2 (7.14%) Computer Science
4 2 (7.14%) Credit Risk
4 2 (7.14%) Derivative
4 2 (7.14%) Equities
4 2 (7.14%) Replication
5 1 (3.57%) CMDB
Operating Systems
1 6 (21.43%) Windows
Processes & Methodologies
1 8 (28.57%) ETL
1 8 (28.57%) UML
2 7 (25.00%) Analytics
3 6 (21.43%) Business Intelligence
3 6 (21.43%) Business Process Mapping
3 6 (21.43%) Data Protection
3 6 (21.43%) Microservices
3 6 (21.43%) MVC
3 6 (21.43%) Risk Assessment
4 5 (17.86%) Agile Software Development
4 5 (17.86%) Business Analysis
4 5 (17.86%) Data Analysis
4 5 (17.86%) Migration
4 5 (17.86%) Multithreading
5 4 (14.29%) Data Architecture
5 4 (14.29%) Risk Analysis
5 4 (14.29%) Validation
6 3 (10.71%) Data Analytics
6 3 (10.71%) eTOM
6 3 (10.71%) Use Case
Programming Languages
1 8 (28.57%) C#
1 8 (28.57%) SQL
2 1 (3.57%) F#
2 1 (3.57%) Java
2 1 (3.57%) Python
2 1 (3.57%) R
Qualifications
1 4 (14.29%) Degree
2 3 (10.71%) Security Cleared
3 2 (7.14%) BPSS Clearance
3 2 (7.14%) Numerate Degree
3 2 (7.14%) SC Cleared
4 1 (3.57%) Computer Science Degree
Quality Assurance & Compliance
1 7 (25.00%) Data Quality
1 7 (25.00%) GDPR
2 2 (7.14%) Basel II
2 2 (7.14%) Disclosure Scotland
2 2 (7.14%) IFRS
2 2 (7.14%) IFRS 9
2 2 (7.14%) QA
3 1 (3.57%) SLA
System Software
1 1 (3.57%) Apache Flume
Systems Management
1 1 (3.57%) Amdocs OSS
Vendors
1 5 (17.86%) Oracle
2 3 (10.71%) Informatica
2 3 (10.71%) Microsoft
3 2 (7.14%) SAP
4 1 (3.57%) Amdocs
4 1 (3.57%) BMC
4 1 (3.57%) Cognizant
4 1 (3.57%) Cramer
4 1 (3.57%) Ensighten
4 1 (3.57%) Google
4 1 (3.57%) Netezza
4 1 (3.57%) Nokia
4 1 (3.57%) Sitecore
4 1 (3.57%) Talend
4 1 (3.57%) Teradata
4 1 (3.57%) Vertica