The following table provides summary statistics for contract job vacancies advertised in Berkshire 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 23 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
South East / Berkshire
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 55 85 87
Rank change year-on-year +30 +2  
Contract jobs citing Data Modelling 49 39 29
As % of all contract IT jobs advertised in Berkshire 2.67% 1.65% 1.17%
As % of the Processes & Methodologies category 3.29% 2.07% 1.49%
Number of daily rates quoted 27 25 20
Median daily rate £413 £450 £400
Median daily rate % change year-on-year -8.33% +12.50%  
90% offered a daily rate of more than £333 £354 £270
10% offered a daily rate of more than £502 £478 £575
UK excluding London median daily rate £425 £440 £423
% change year-on-year -3.40% +4.14%  
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 Berkshire with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Berkshire
Contract job vacancies with a requirement for process and methodology skills 1488 1886 1951
As % of all contract IT job vacancies advertised in Berkshire 81.13% 79.81% 78.83%
Number of daily rates quoted 711 1038 972
Median daily rate £425 £400 £388
Median daily rate % change year-on-year +6.25% +3.22%  
90% offered a daily rate of more than £300 £250 £240
10% offered a daily rate of more than £550 £525 £500
UK excluding London median daily rate £415 £400 £383
% change year-on-year +3.75% +4.57%  
Number of hourly rates quoted 57 71 76
Median hourly rate £18.00 £19.61 £21.55
Median hourly rate % change year-on-year -8.21% -9.00%  
90% offered a hourly rate of more than £12.00 £12.00 £13.48
10% offered a hourly rate of more than £37.50 £32.00 £39.70
UK excluding London median hourly rate £33.50 £28.50 £30.00
% change year-on-year +17.54% -5.00%  

Data Modelling
Job Vacancy Trend in Berkshire

The job posting trend of jobs advertised in Berkshire 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 Berkshire

Data Modelling
Contractor Daily Rate Trend in Berkshire

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Modelling in Berkshire.

Contractor daily rate trend for Data Modelling in Berkshire

Data Modelling
Contractor Daily Rate Histogram in Berkshire

The daily rate distribution of IT jobs citing Data Modelling in Berkshire over the 3 months to 23 June 2017.

Contractor daily rate histogram for Data Modelling in Berkshire

Data Modelling
Contractor Hourly Rate Trend in Berkshire

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Data Modelling in Berkshire.

Contractor hourly rate trend for Data Modelling in Berkshire

Data Modelling
Contract Job Locations in Berkshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Modelling within the Berkshire region over the 3 months to 23 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Reading +14 16 £388 -5.48% 1
Slough +3 7 £375 -16.66% 3
Newbury +5 6 £471 +30.90%
Maidenhead - 5 £444 - 1
Wokingham - 1 - -
Data Modelling
South East

For the 6 months to 23 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 Berkshire region with a requirement for Data Modelling.

1 27 (28.42%) Business Intelligence
2 24 (25.26%) SQL
3 20 (21.05%) Data Warehouse
4 19 (20.00%) Data Architecture
4 19 (20.00%) Analytical Skills
5 18 (18.95%) Oracle
6 17 (17.89%) Finance
6 17 (17.89%) Stakeholder Management
7 16 (16.84%) Data Analysis
7 16 (16.84%) Degree
8 15 (15.79%) SQL Server
9 13 (13.68%) Telecoms
9 13 (13.68%) Retail
9 13 (13.68%) Data Management
9 13 (13.68%) Data Quality
10 12 (12.63%) Agile Software Development
11 11 (11.58%) Migration
11 11 (11.58%) ETL
11 11 (11.58%) Analytics
11 11 (11.58%) Physical Data Model
12 10 (10.53%) MicroStrategy
12 10 (10.53%) SAP
12 10 (10.53%) Web Services
13 9 (9.47%) Microsoft Excel
13 9 (9.47%) SQL Server Integration Services
13 9 (9.47%) Data Mapping
13 9 (9.47%) Data Migration
13 9 (9.47%) Logical Data Model
14 8 (8.42%) IFRS
14 8 (8.42%) CMDB

Data Modelling
Co-occurring IT Skills in Berkshire 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 7 (7.37%) SAS
2 1 (1.05%) Apache Spark
2 1 (1.05%) Oracle SOA Suite
2 1 (1.05%) WebLogic
Applications
1 9 (9.47%) Microsoft Excel
2 6 (6.32%) Microsoft PowerPoint
2 6 (6.32%) MS Visio
Business Applications
1 6 (6.32%) Remedy ITSM
2 5 (5.26%) Oracle Receivables
2 5 (5.26%) Remedy AR System
3 4 (4.21%) Salesforce.com CRM
4 2 (2.11%) NetSuite
5 1 (1.05%) Oracle ERP
5 1 (1.05%) Pega PRPC
5 1 (1.05%) SAP MDG
5 1 (1.05%) SAP MDM
5 1 (1.05%) SAP Oil and Gas
Cloud Services
1 6 (6.32%) Microsoft Azure
2 4 (4.21%) SaaS
3 2 (2.11%) Amazon AWS
4 1 (1.05%) Adobe Analytics
4 1 (1.05%) Azure Data Factory
4 1 (1.05%) Cloud Computing
Communications & Networking
1 1 (1.05%) TDMA
Database & Business Intelligence
1 20 (21.05%) Data Warehouse
2 15 (15.79%) SQL Server
3 9 (9.47%) SQL Server Integration Services
4 7 (7.37%) QlikView
5 6 (6.32%) Relational Database
6 5 (5.26%) Big Data
7 3 (3.16%) Power BI
7 3 (3.16%) SQL Server Analysis Services
8 2 (2.11%) Azure SQL Data Warehouse
8 2 (2.11%) BusinessObjects
8 2 (2.11%) Data Lake
8 2 (2.11%) IDOL
8 2 (2.11%) MySQL
8 2 (2.11%) SQL Server 2012
8 2 (2.11%) SQL Server Reporting Services
9 1 (1.05%) Amazon Redshift
9 1 (1.05%) Enterprise Data Warehouse
9 1 (1.05%) HBase
9 1 (1.05%) Oracle Database
9 1 (1.05%) SQLPlus
Development Applications
1 5 (5.26%) JIRA
2 3 (3.16%) PowerDesigner
2 3 (3.16%) Talend Open Studio
3 2 (2.11%) Team Foundation Server
3 2 (2.11%) Visual Studio
4 1 (1.05%) ERwin
4 1 (1.05%) SoapUI
4 1 (1.05%) Toad
4 1 (1.05%) XMLSpy
General
1 17 (17.89%) Finance
2 13 (13.68%) Retail
2 13 (13.68%) Telecoms
3 8 (8.42%) Banking
4 7 (7.37%) Retail Banking
5 5 (5.26%) Marketing
6 4 (4.21%) Legal
7 3 (3.16%) Billing
8 1 (1.05%) Manufacturing
8 1 (1.05%) Publishing
Job Titles
1 36 (37.89%) Architect
2 24 (25.26%) Analyst
3 15 (15.79%) Data Architect
4 9 (9.47%) Consultant
4 9 (9.47%) Data Analyst
5 7 (7.37%) Business Intelligence Specialist
5 7 (7.37%) Developer
6 6 (6.32%) Solutions Architect
6 6 (6.32%) Technical Specialist
6 6 (6.32%) Test Analyst
7 4 (4.21%) Business Intelligence Analyst
7 4 (4.21%) Credit Analyst
7 4 (4.21%) Credit Risk Analyst
7 4 (4.21%) Data Migration Analyst
7 4 (4.21%) Migration Analyst
7 4 (4.21%) QlikView Analyst
7 4 (4.21%) Risk Analyst
8 3 (3.16%) Informatica Architect
8 3 (3.16%) MicroStrategy Specialist
8 3 (3.16%) Remedy Consultant
Libraries, Frameworks & Software Standards
1 10 (10.53%) Web Services
2 7 (7.37%) XML
3 4 (4.21%) WSDL
4 3 (3.16%) J2EE
4 3 (3.16%) MDX
4 3 (3.16%) Visualforce
5 2 (2.11%) CSS
5 2 (2.11%) EJB
5 2 (2.11%) REST
5 2 (2.11%) Servlets
5 2 (2.11%) SOAP
5 2 (2.11%) XSD
6 1 (1.05%) .NET
6 1 (1.05%) CSS3
6 1 (1.05%) JSON
6 1 (1.05%) JSP
6 1 (1.05%) Middleware
6 1 (1.05%) XML Schema
Miscellaneous
1 19 (20.00%) Analytical Skills
2 8 (8.42%) CMDB
3 7 (7.37%) Credit Risk
4 6 (6.32%) Management Information System
5 3 (3.16%) iSeries
6 2 (2.11%) Data Structures
6 2 (2.11%) FMCG
6 2 (2.11%) Greenfield Project
6 2 (2.11%) Mobile App
6 2 (2.11%) Reference Data
6 2 (2.11%) Smart Meter
7 1 (1.05%) Algorithms
7 1 (1.05%) IVR
7 1 (1.05%) N-Tier
7 1 (1.05%) SCADA
7 1 (1.05%) User Experience
Operating Systems
1 5 (5.26%) Unix
Processes & Methodologies
1 27 (28.42%) Business Intelligence
2 19 (20.00%) Data Architecture
3 17 (17.89%) Stakeholder Management
4 16 (16.84%) Data Analysis
5 13 (13.68%) Data Management
6 12 (12.63%) Agile Software Development
7 11 (11.58%) Analytics
7 11 (11.58%) ETL
7 11 (11.58%) Migration
7 11 (11.58%) Physical Data Model
8 9 (9.47%) Data Mapping
8 9 (9.47%) Data Migration
8 9 (9.47%) Logical Data Model
9 8 (8.42%) CRM
9 8 (8.42%) ITSM
10 7 (7.37%) Credit Risk Modelling
10 7 (7.37%) Test Scripting
10 7 (7.37%) Visualisation
10 7 (7.37%) Workflow
11 6 (6.32%) Data Governance
Programming Languages
1 24 (25.26%) SQL
2 5 (5.26%) T-SQL
3 3 (3.16%) Apex Code
3 3 (3.16%) Java
4 2 (2.11%) ABAP
4 2 (2.11%) JavaScript
5 1 (1.05%) C#
5 1 (1.05%) PHP
5 1 (1.05%) PL/SQL
5 1 (1.05%) Python
5 1 (1.05%) Ruby
5 1 (1.05%) Scala
5 1 (1.05%) VB
5 1 (1.05%) VBA
Qualifications
1 16 (16.84%) Degree
2 6 (6.32%) Numerate Degree
3 5 (5.26%) SC Cleared
3 5 (5.26%) Security Cleared
4 2 (2.11%) IIBA
4 2 (2.11%) ISEB
5 1 (1.05%) PRINCE2 Certification
Quality Assurance & Compliance
1 13 (13.68%) Data Quality
2 8 (8.42%) IFRS
3 7 (7.37%) IFRS 9
4 6 (6.32%) Basel II
5 3 (3.16%) QA
Systems Management
1 2 (2.11%) SCCM
2 1 (1.05%) CA Service Virtualization
2 1 (1.05%) MOM
Vendors
1 18 (18.95%) Oracle
2 10 (10.53%) MicroStrategy
2 10 (10.53%) SAP
3 8 (8.42%) Informatica
3 8 (8.42%) Salesforce.com
4 7 (7.37%) Tableau
5 6 (6.32%) BMC
5 6 (6.32%) Remedy
6 4 (4.21%) CA
6 4 (4.21%) Siebel
6 4 (4.21%) Trillium
7 3 (3.16%) IBM
7 3 (3.16%) JD Edwards
7 3 (3.16%) Talend
8 2 (2.11%) Apttus
8 2 (2.11%) HP
8 2 (2.11%) Microsoft
8 2 (2.11%) TIBCO
8 2 (2.11%) Vertica
8 2 (2.11%) Zuora
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