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 3 months to 26 June 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
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 38 53 54
Rank change year-on-year +15 +1  
Contract jobs citing Data Modelling 16 17 14
As % of all contract IT jobs advertised in Reading 2.76% 1.99% 1.65%
As % of the Processes & Methodologies category 3.48% 2.49% 2.13%
Number of daily rates quoted 12 10 11
Median daily rate £388 £410 £400
Median daily rate % change year-on-year -5.48% +2.50%  
90% offered a daily rate of more than £340 £332 £298
10% offered a daily rate of more than £475 £490 £575
UK excluding London median daily rate £425 £438 £420
% change year-on-year -2.85% +4.16%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £40.70 - £33.50

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

Contract Process & Methodology Skills
Reading
Contract job vacancies with a requirement for process and methodology skills 460 683 656
As % of all contract IT job vacancies advertised in Reading 79.45% 79.98% 77.36%
Number of daily rates quoted 232 406 323
Median daily rate £438 £400 £400
Median daily rate % change year-on-year +9.37% -  
90% offered a daily rate of more than £302 £225 £260
10% offered a daily rate of more than £550 £500 £500
UK excluding London median daily rate £415 £400 £380
% change year-on-year +3.75% +5.26%  
Number of hourly rates quoted 19 22 37
Median hourly rate £29.75 £19.61 £21.55
Median hourly rate % change year-on-year +51.70% -9.00%  
90% offered a hourly rate of more than £16.00 £19.61 £14.00
10% offered a hourly rate of more than £55.00 £25.00 £40.77
UK excluding London median hourly rate £34.00 £28.50 £30.00
% change year-on-year +19.29% -5.00%  

Data Modelling
Job Vacancy Trend in Reading

The job posting trend of jobs advertised in Reading citing Data Modelling as a proportion of all contract or permanent IT jobs with a match in the Processes & Methodologies category.

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 3 months to 26 June 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 26 June 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 13 (52.00%) Analytical Skills
2 11 (44.00%) SQL Server
2 11 (44.00%) Finance
3 9 (36.00%) Retail
4 8 (32.00%) Degree
4 8 (32.00%) Banking
4 8 (32.00%) Microsoft Excel
4 8 (32.00%) Data Warehouse
5 7 (28.00%) Business Intelligence
5 7 (28.00%) Retail Banking
5 7 (28.00%) IFRS
5 7 (28.00%) IFRS 9
6 6 (24.00%) Credit Risk Modelling
6 6 (24.00%) Numerate Degree
6 6 (24.00%) Microsoft PowerPoint
6 6 (24.00%) Economics
6 6 (24.00%) Mathematics
6 6 (24.00%) Test Scripting
6 6 (24.00%) Credit Risk
6 6 (24.00%) MS Visio
6 6 (24.00%) Project Management
6 6 (24.00%) Basel II
6 6 (24.00%) SAS
6 6 (24.00%) Risk Management
7 5 (20.00%) Migration
7 5 (20.00%) ETL
8 4 (16.00%) Stakeholder Management
8 4 (16.00%) Oracle
8 4 (16.00%) Microsoft Azure
8 4 (16.00%) SQL Server Integration Services

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 (24.00%) SAS
2 1 (4.00%) Apache Spark
2 1 (4.00%) Oracle SOA Suite
2 1 (4.00%) WebLogic
Applications
1 8 (32.00%) Microsoft Excel
2 6 (24.00%) Microsoft PowerPoint
2 6 (24.00%) MS Visio
Business Applications
1 1 (4.00%) NetSuite
1 1 (4.00%) Remedy ITSM
Cloud Services
1 4 (16.00%) Microsoft Azure
2 1 (4.00%) Amazon AWS
2 1 (4.00%) Cloud Computing
2 1 (4.00%) SaaS
Database & Business Intelligence
1 11 (44.00%) SQL Server
2 8 (32.00%) Data Warehouse
3 4 (16.00%) SQL Server Integration Services
4 3 (12.00%) Big Data
5 2 (8.00%) Data Lake
5 2 (8.00%) Power BI
5 2 (8.00%) QlikView
5 2 (8.00%) Relational Database
5 2 (8.00%) SQL Server 2012
6 1 (4.00%) Apache Cassandra
6 1 (4.00%) Apache Hive
6 1 (4.00%) BusinessObjects
6 1 (4.00%) Hadoop
6 1 (4.00%) HBase
6 1 (4.00%) IDOL
6 1 (4.00%) MongoDB
6 1 (4.00%) OLTP
6 1 (4.00%) Oracle Database
6 1 (4.00%) RDBMS
Development Applications
1 1 (4.00%) SoapUI
1 1 (4.00%) XMLSpy
General
1 11 (44.00%) Finance
2 9 (36.00%) Retail
3 8 (32.00%) Banking
4 7 (28.00%) Retail Banking
5 3 (12.00%) Billing
5 3 (12.00%) Telecoms
6 2 (8.00%) Marketing
Job Titles
1 10 (40.00%) Analyst
2 5 (20.00%) Developer
2 5 (20.00%) Test Analyst
3 4 (16.00%) Credit Analyst
3 4 (16.00%) Credit Risk Analyst
3 4 (16.00%) Risk Analyst
4 3 (12.00%) Architect
4 3 (12.00%) Designer
4 3 (12.00%) SQL Developer
5 2 (8.00%) Business Intelligence Analyst
5 2 (8.00%) Chief Architect
5 2 (8.00%) Chief Data Architect
5 2 (8.00%) Data Analyst
5 2 (8.00%) Data Architect
5 2 (8.00%) Data Warehouse Developer
5 2 (8.00%) Database Developer
5 2 (8.00%) Functional Analyst
5 2 (8.00%) Solutions Designer
6 1 (4.00%) Big Data Architect
6 1 (4.00%) Chief Enterprise Architect
Libraries, Frameworks & Software Standards
1 3 (12.00%) XML
2 2 (8.00%) Web Services
3 1 (4.00%) EJB
3 1 (4.00%) J2EE
3 1 (4.00%) JSON
3 1 (4.00%) REST
3 1 (4.00%) Servlets
3 1 (4.00%) SOAP
3 1 (4.00%) WSDL
3 1 (4.00%) XSD
Miscellaneous
1 13 (52.00%) Analytical Skills
2 6 (24.00%) Credit Risk
3 2 (8.00%) CMDB
3 2 (8.00%) Data Structures
3 2 (8.00%) Management Information System
3 2 (8.00%) Mobile App
3 2 (8.00%) Smart Meter
4 1 (4.00%) IVR
Processes & Methodologies
1 7 (28.00%) Business Intelligence
2 6 (24.00%) Credit Risk Modelling
2 6 (24.00%) Economics
2 6 (24.00%) Mathematics
2 6 (24.00%) Project Management
2 6 (24.00%) Risk Management
2 6 (24.00%) Test Scripting
3 5 (20.00%) ETL
3 5 (20.00%) Migration
4 4 (16.00%) Data Management
4 4 (16.00%) Stakeholder Management
5 3 (12.00%) CRM
5 3 (12.00%) Data Architecture
5 3 (12.00%) Data Integration
5 3 (12.00%) Data Migration
5 3 (12.00%) Data Strategy
5 3 (12.00%) Inmon Methodology
5 3 (12.00%) Kimball Methodology
5 3 (12.00%) PRINCE2
5 3 (12.00%) Visualisation
Programming Languages
1 3 (12.00%) SQL
2 2 (8.00%) ABAP
2 2 (8.00%) Java
3 1 (4.00%) C#
3 1 (4.00%) PHP
3 1 (4.00%) Python
3 1 (4.00%) Ruby
3 1 (4.00%) Scala
3 1 (4.00%) T-SQL
3 1 (4.00%) VB
Qualifications
1 8 (32.00%) Degree
2 6 (24.00%) Numerate Degree
3 1 (4.00%) IIBA
3 1 (4.00%) ISEB
3 1 (4.00%) PRINCE2 Certification
Quality Assurance & Compliance
1 7 (28.00%) IFRS
1 7 (28.00%) IFRS 9
2 6 (24.00%) Basel II
3 3 (12.00%) Data Quality
Systems Management
1 1 (4.00%) SCCM
Vendors
1 4 (16.00%) Oracle
2 2 (8.00%) Informatica
2 2 (8.00%) Microsoft
2 2 (8.00%) Salesforce.com
2 2 (8.00%) Tableau
3 1 (4.00%) Apttus
3 1 (4.00%) BMC
3 1 (4.00%) Cisco
3 1 (4.00%) HP
3 1 (4.00%) Huawei
3 1 (4.00%) Remedy
3 1 (4.00%) SAP
3 1 (4.00%) Siebel
3 1 (4.00%) Trillium
3 1 (4.00%) Vertica
3 1 (4.00%) Zuora
Reading
Volt
Rate: £450.00 per day
Posted: 3 days ago