Period
to 21 November 2017

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 21 November 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.

Data Modelling
Berkshire > Reading
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 44 70 92
Rank change year-on-year +26 +22 -28
Contract jobs citing Data Modelling 47 27 17
As % of all contract IT jobs advertised in Reading 3.69% 1.83% 0.89%
As % of the Processes & Methodologies category 4.47% 2.30% 1.14%
Number of daily rates quoted 40 20 19
Reading median daily rate £450 £550 £375
Median daily rate % change year-on-year -18.18% +46.67% -14.77%
10th Percentile £356 £359 £325
90th Percentile £509 £653 £575
Berkshire median daily rate £450 £450 £400
% change year-on-year - +12.50% -9.09%
Number of hourly rates quoted 0 0 0
Reading median hourly rate - - -
Berkshire median hourly rate £54.00 - -

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 1051 1176 1485
As % of all contract IT jobs advertised in Reading 82.43% 79.89% 77.55%
Number of daily rates quoted 622 613 921
Reading median daily rate £409 £400 £400
Median daily rate % change year-on-year +2.19% - -
10th Percentile £275 £228 £238
90th Percentile £575 £575 £550
Berkshire median daily rate £425 £400 £400
% change year-on-year +6.25% - +5.96%
Number of hourly rates quoted 41 47 82
Reading median hourly rate £14.00 £22.50 £30.90
Median hourly rate % change year-on-year -37.78% -27.18% +81.02%
10th Percentile £10.75 £14.25 £15.03
90th Percentile £35.00 £55.00 £46.62
Berkshire median hourly rate £14.50 £17.75 £30.45
% change year-on-year -18.31% -41.71% +77.45%

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 21 November 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 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 21 November 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 19 (40.43%) SQL Server
2 16 (34.04%) Banking
3 15 (31.91%) Analytical Skills
4 14 (29.79%) Business Intelligence
5 13 (27.66%) SQL
6 12 (25.53%) ETL
7 11 (23.40%) Degree
8 10 (21.28%) Data Analysis
8 10 (21.28%) Data Warehouse
8 10 (21.28%) .NET
8 10 (21.28%) Microsoft Azure
9 9 (19.15%) C#
9 9 (19.15%) Oracle
9 9 (19.15%) Windows
9 9 (19.15%) Finance
10 8 (17.02%) UML
10 8 (17.02%) Microsoft Excel
10 8 (17.02%) Data Architecture
10 8 (17.02%) Data Protection
11 7 (14.89%) Microservices
11 7 (14.89%) ASP.NET Web Forms
11 7 (14.89%) NoSQL
11 7 (14.89%) Data Quality
11 7 (14.89%) .NET Core
11 7 (14.89%) SMTP
11 7 (14.89%) ASP.NET
11 7 (14.89%) Microsoft
11 7 (14.89%) MVC
11 7 (14.89%) Business Analysis
12 6 (12.77%) Economics

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 6 (12.77%) SAS
2 3 (6.38%) Oracle SOA Suite
2 3 (6.38%) WebLogic
3 1 (2.13%) OpenStack
3 1 (2.13%) Oracle Service Bus
3 1 (2.13%) PowerExchange
3 1 (2.13%) SharePoint
Applications
1 8 (17.02%) Microsoft Excel
2 6 (12.77%) Microsoft PowerPoint
2 6 (12.77%) MS Visio
Business Applications
1 1 (2.13%) Dynamics CRM
1 1 (2.13%) Remedy AR System
1 1 (2.13%) Remedy ITSM
1 1 (2.13%) SessionCam
Cloud Services
1 10 (21.28%) Microsoft Azure
2 2 (4.26%) Office 365
3 1 (2.13%) Google Analytics
Communications & Networking
1 7 (14.89%) SMTP
2 2 (4.26%) DOCSIS
2 2 (4.26%) SDH
3 1 (2.13%) 4G
3 1 (2.13%) LTE
3 1 (2.13%) OpenFlow
3 1 (2.13%) Radio Access Network
3 1 (2.13%) VoLTE
Database & Business Intelligence
1 19 (40.43%) SQL Server
2 10 (21.28%) Data Warehouse
3 7 (14.89%) NoSQL
4 5 (10.64%) BusinessObjects
5 4 (8.51%) Power BI
5 4 (8.51%) QlikView
5 4 (8.51%) SQL Server Integration Services
5 4 (8.51%) SQL Server Reporting Services
6 3 (6.38%) Big Data
6 3 (6.38%) Microsoft Analysis Services
6 3 (6.38%) SQL Server Analysis Services
7 2 (4.26%) Data Lake
7 2 (4.26%) Enterprise Data Warehouse
7 2 (4.26%) SAP BW
8 1 (2.13%) BusinessObjects Business Intelligence
8 1 (2.13%) Data Mart
8 1 (2.13%) Datazen
8 1 (2.13%) Oracle Database
8 1 (2.13%) RDBMS
8 1 (2.13%) Relational Database
Development Applications
1 3 (6.38%) SoapUI
1 3 (6.38%) XMLSpy
2 2 (4.26%) Visual Studio
3 1 (2.13%) ERwin
General
1 16 (34.04%) Banking
2 9 (19.15%) Finance
3 6 (12.77%) Retail Banking
3 6 (12.77%) Telecoms
4 1 (2.13%) Billing
4 1 (2.13%) Investment Banking
Job Titles
1 13 (27.66%) Architect
1 13 (27.66%) Developer
2 11 (23.40%) Analyst
3 9 (19.15%) Designer
4 7 (14.89%) .NET Developer
4 7 (14.89%) Senior .NET Developer
4 7 (14.89%) Senior Developer
4 7 (14.89%) Solutions Designer
5 6 (12.77%) Data Modeller
6 5 (10.64%) Credit Analyst
6 5 (10.64%) Credit Risk Analyst
6 5 (10.64%) Risk Analyst
6 5 (10.64%) Solutions Architect
6 5 (10.64%) Test Analyst
7 4 (8.51%) Business Intelligence Developer
7 4 (8.51%) Data Analyst
7 4 (8.51%) Data Architect
8 3 (6.38%) SOA Designer
8 3 (6.38%) SOA Solution Designer
9 2 (4.26%) SOA Architect
Libraries, Frameworks & Software Standards
1 10 (21.28%) .NET
2 7 (14.89%) .NET Core
2 7 (14.89%) ASP.NET
2 7 (14.89%) ASP.NET Web Forms
3 4 (8.51%) XML
4 3 (6.38%) SOAP
4 3 (6.38%) WSDL
4 3 (6.38%) XSD
5 2 (4.26%) .NET Framework
5 2 (4.26%) CSS
6 1 (2.13%) ADO
6 1 (2.13%) ADO.NET
6 1 (2.13%) ASP.NET Web API
6 1 (2.13%) MDX
6 1 (2.13%) ODBC
6 1 (2.13%) OLE
6 1 (2.13%) OLE DB
6 1 (2.13%) REST
Miscellaneous
1 15 (31.91%) Analytical Skills
2 6 (12.77%) Credit Risk
2 6 (12.77%) Data Protection Act
3 4 (8.51%) Data Structures
4 2 (4.26%) CMDB
4 2 (4.26%) Derivative
4 2 (4.26%) Equities
5 1 (2.13%) Computer Science
5 1 (2.13%) IVR
5 1 (2.13%) Management Information System
Operating Systems
1 9 (19.15%) Windows
2 1 (2.13%) Unix
Processes & Methodologies
1 14 (29.79%) Business Intelligence
2 12 (25.53%) ETL
3 10 (21.28%) Data Analysis
4 8 (17.02%) Data Architecture
4 8 (17.02%) Data Protection
4 8 (17.02%) UML
5 7 (14.89%) Business Analysis
5 7 (14.89%) Microservices
5 7 (14.89%) MVC
6 6 (12.77%) Analytics
6 6 (12.77%) Business Process Mapping
6 6 (12.77%) Credit Risk Modelling
6 6 (12.77%) Economics
6 6 (12.77%) Mathematics
6 6 (12.77%) Project Management
6 6 (12.77%) Risk Assessment
6 6 (12.77%) Risk Management
6 6 (12.77%) Test Scripting
7 5 (10.64%) Agile Software Development
7 5 (10.64%) Validation
Programming Languages
1 13 (27.66%) SQL
2 9 (19.15%) C#
3 3 (6.38%) T-SQL
4 1 (2.13%) C++
4 1 (2.13%) Data Analysis Expressions (DAX)
4 1 (2.13%) VB.NET
Qualifications
1 11 (23.40%) Degree
2 6 (12.77%) Numerate Degree
3 3 (6.38%) Security Cleared
4 2 (4.26%) BPSS Clearance
4 2 (4.26%) SC Cleared
5 1 (2.13%) ISEB
Quality Assurance & Compliance
1 7 (14.89%) Data Quality
2 6 (12.77%) Basel II
2 6 (12.77%) GDPR
2 6 (12.77%) IFRS
2 6 (12.77%) IFRS 9
3 3 (6.38%) QA
4 2 (4.26%) Disclosure Scotland
5 1 (2.13%) SLA
Systems Management
1 1 (2.13%) Amdocs OSS
Vendors
1 9 (19.15%) Oracle
2 7 (14.89%) Microsoft
3 4 (8.51%) Informatica
4 3 (6.38%) Remedy
5 2 (4.26%) BMC
5 2 (4.26%) SAP
5 2 (4.26%) Tableau
6 1 (2.13%) Amdocs
6 1 (2.13%) Cisco
6 1 (2.13%) Cramer
6 1 (2.13%) Ensighten
6 1 (2.13%) Google
6 1 (2.13%) Huawei
6 1 (2.13%) Nokia
6 1 (2.13%) Salesforce.com
6 1 (2.13%) Sitecore
6 1 (2.13%) Sybase