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 24 March 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.

3 months to
24 Mar 2017
Same period 2016 Same period 2015
Data Modelling
South East / Berkshire
Rank 55 72 72
Rank change year-on-year +17 0  
Contract jobs citing Data Modelling 46 54 62
As % of all contract IT jobs advertised in Berkshire 2.48% 2.20% 2.14%
As % of the Processes & Methodologies category 3.08% 2.74% 2.84%
Number of daily rates quoted 25 31 42
Median daily rate £425 £450 £388
Median daily rate % change year-on-year -5.55% +16.12%  
90% offered a daily rate of more than £300 £390 £231
10% offered a daily rate of more than £745 £525 £450
UK excluding London median daily rate £438 £450 £425
% change year-on-year -2.77% +5.88%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £38.37 £49.82 £40.00
% change year-on-year -22.98% +24.55%  

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 1492 1969 2182
As % of all contract IT job vacancies advertised in Berkshire 80.56% 80.33% 75.24%
Number of daily rates quoted 693 1017 1138
Median daily rate £425 £425 £400
Median daily rate % change year-on-year - +6.25%  
90% offered a daily rate of more than £260 £280 £245
10% offered a daily rate of more than £538 £550 £525
UK excluding London median daily rate £410 £400 £400
% change year-on-year +2.50% -  
Number of hourly rates quoted 63 46 54
Median hourly rate £15.50 £18.00 £27.50
Median hourly rate % change year-on-year -13.88% -34.54%  
90% offered a hourly rate of more than £12.00 £12.25 £14.00
10% offered a hourly rate of more than £55.00 £85.40 £42.50
UK excluding London median hourly rate £36.00 £39.00 £30.00
% change year-on-year -7.69% +30.00%  

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 24 March 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 hourly rates quoted in IT contractor 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 24 March 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
Bracknell +4 12 £600 +33.33%
Reading +8 9 £400 -5.88% 1
Slough +9 7 £575 +36.90%
Newbury - 3 - -
Maidenhead -3 2 £400 -20.00% 2
Wokingham +1 1 £400 -23.80% 2
Data Modelling
South East

Data Modelling
Top 30 Related IT Skills in Berkshire

For the 6 months to 24 March 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 29 (32.95%) SQL
2 28 (31.82%) Business Intelligence
3 21 (23.86%) Oracle
3 21 (23.86%) SQL Server
4 20 (22.73%) Data Quality
5 18 (20.45%) Data Analysis
6 17 (19.32%) Data Warehouse
7 15 (17.05%) Finance
7 15 (17.05%) Data Architecture
8 14 (15.91%) QlikView
8 14 (15.91%) Retail
9 13 (14.77%) ETL
9 13 (14.77%) Visualisation
10 12 (13.64%) Data Visualisation
10 12 (13.64%) Tableau
10 12 (13.64%) SQL Server Integration Services
10 12 (13.64%) Migration
11 11 (12.50%) Stakeholder Management
11 11 (12.50%) Data Management
12 10 (11.36%) Data Migration
12 10 (11.36%) Analytical Skills
13 9 (10.23%) Translating Business Requirements
13 9 (10.23%) Data Mapping
13 9 (10.23%) E-Commerce
13 9 (10.23%) DB2
13 9 (10.23%) SAP
14 8 (9.09%) T-SQL
14 8 (9.09%) GAP Analysis
14 8 (9.09%) Management Information System
14 8 (9.09%) Information Management

Data Modelling
Top Related 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 2 (2.27%) BizTalk Server
1 2 (2.27%) SharePoint
2 1 (1.14%) Apache Solr
2 1 (1.14%) Apache Spark
2 1 (1.14%) Elasticsearch
2 1 (1.14%) JBoss
2 1 (1.14%) Oracle SOA Suite
Applications
1 6 (6.82%) MS Excel
2 2 (2.27%) MS Office
3 1 (1.14%) AutoCAD
3 1 (1.14%) Spreadsheet
Business Applications
1 6 (6.82%) Remedy ITSM
2 5 (5.68%) Cognos Business Intelligence
2 5 (5.68%) Oracle Receivables
2 5 (5.68%) Remedy AR System
3 4 (4.55%) Oracle ERP
4 2 (2.27%) Dynamics CRM
4 2 (2.27%) SAP Oil and Gas
5 1 (1.14%) Maximo
5 1 (1.14%) Salesforce.com CRM
5 1 (1.14%) SAP MDG
5 1 (1.14%) SAP MDM
5 1 (1.14%) Sonata
Cloud Services
1 3 (3.41%) Microsoft Azure
2 2 (2.27%) Amazon AWS
3 1 (1.14%) Cloud Computing
3 1 (1.14%) PaaS
3 1 (1.14%) SaaS
Database & Business Intelligence
1 21 (23.86%) SQL Server
2 17 (19.32%) Data Warehouse
3 14 (15.91%) QlikView
4 12 (13.64%) SQL Server Integration Services
5 9 (10.23%) DB2
6 5 (5.68%) BusinessObjects
6 5 (5.68%) MySQL
7 4 (4.55%) OLTP
7 4 (4.55%) SQLPlus
8 3 (3.41%) Big Data
8 3 (3.41%) Hadoop
8 3 (3.41%) OLAP
8 3 (3.41%) SQL Server 2012
8 3 (3.41%) SQL Server 2014
8 3 (3.41%) SQL Server Analysis Services
9 2 (2.27%) Cognos Transformer
9 2 (2.27%) Power BI
9 2 (2.27%) Relational Database
9 2 (2.27%) SQL Server Reporting Services
10 1 (1.14%) Data Mart
Development Applications
1 4 (4.55%) Toad
2 2 (2.27%) Team Foundation Server
2 2 (2.27%) Visual Studio
3 1 (1.14%) ERwin
3 1 (1.14%) Talend Open Studio
General
1 15 (17.05%) Finance
2 14 (15.91%) Retail
3 7 (7.95%) Telecoms
4 4 (4.55%) Legal
5 2 (2.27%) Banking
5 2 (2.27%) Billing
5 2 (2.27%) Manufacturing
6 1 (1.14%) Electronics
6 1 (1.14%) Marketing
6 1 (1.14%) Retail Banking
Job Titles
1 35 (39.77%) Architect
2 25 (28.41%) Analyst
3 23 (26.14%) Data Architect
4 14 (15.91%) Data Analyst
5 11 (12.50%) Consultant
6 9 (10.23%) Business Intelligence Analyst
7 8 (9.09%) Developer
8 4 (4.55%) Cognos Developer
8 4 (4.55%) QlikView Analyst
9 3 (3.41%) Business Analyst
9 3 (3.41%) Data Consultant
9 3 (3.41%) DBA
9 3 (3.41%) E-Commerce Analyst
9 3 (3.41%) Integration Architect
9 3 (3.41%) Integration Manager
9 3 (3.41%) Lead Developer
9 3 (3.41%) Remedy Consultant
9 3 (3.41%) Solutions Architect
10 2 (2.27%) Database Developer
10 2 (2.27%) Migration Consultant
Libraries, Frameworks & Software Standards
1 7 (7.95%) Web Services
1 7 (7.95%) XML
2 3 (3.41%) .NET
3 2 (2.27%) CSS
3 2 (2.27%) MDX
3 2 (2.27%) REST
4 1 (1.14%) Apache Camel
4 1 (1.14%) Apache CXF
4 1 (1.14%) EJB
4 1 (1.14%) HTML
4 1 (1.14%) J2EE
4 1 (1.14%) JSON
4 1 (1.14%) JSP
4 1 (1.14%) Middleware
4 1 (1.14%) Servlets
4 1 (1.14%) SOAP
4 1 (1.14%) Spring
4 1 (1.14%) XSD
Miscellaneous
1 10 (11.36%) Analytical Skills
2 8 (9.09%) Data Structures
2 8 (9.09%) Management Information System
3 6 (6.82%) CMDB
4 5 (5.68%) Computer Science
5 2 (2.27%) FMCG
5 2 (2.27%) iSeries
5 2 (2.27%) Mobile App
5 2 (2.27%) Smart Meter
6 1 (1.14%) Reference Data
Operating Systems
1 7 (7.95%) Unix
2 3 (3.41%) Windows
2 3 (3.41%) Windows Server
Processes & Methodologies
1 28 (31.82%) Business Intelligence
2 18 (20.45%) Data Analysis
3 15 (17.05%) Data Architecture
4 13 (14.77%) ETL
4 13 (14.77%) Visualisation
5 12 (13.64%) Data Visualisation
5 12 (13.64%) Migration
6 11 (12.50%) Data Management
6 11 (12.50%) Stakeholder Management
7 10 (11.36%) Data Migration
8 9 (10.23%) Data Mapping
8 9 (10.23%) E-Commerce
8 9 (10.23%) Translating Business Requirements
9 8 (9.09%) Analytics
9 8 (9.09%) GAP Analysis
9 8 (9.09%) Information Management
10 7 (7.95%) CRM
10 7 (7.95%) Stakeholder Engagement
10 7 (7.95%) Workflow
11 6 (6.82%) ERP
Programming Languages
1 29 (32.95%) SQL
2 8 (9.09%) T-SQL
3 4 (4.55%) Java
3 4 (4.55%) PL/SQL
3 4 (4.55%) VBA
4 2 (2.27%) ABAP
4 2 (2.27%) JavaScript
4 2 (2.27%) Python
5 1 (1.14%) C#
5 1 (1.14%) PHP
5 1 (1.14%) Ruby
5 1 (1.14%) Scala
5 1 (1.14%) VB
Qualifications
1 5 (5.68%) Degree
1 5 (5.68%) SC Cleared
1 5 (5.68%) Security Cleared
2 1 (1.14%) PhD
Quality Assurance & Compliance
1 20 (22.73%) Data Quality
2 5 (5.68%) GDPR
3 1 (1.14%) IFRS
3 1 (1.14%) IFRS 9
System Software
1 2 (2.27%) Active Directory
Vendors
1 21 (23.86%) Oracle
2 12 (13.64%) Tableau
3 9 (10.23%) SAP
4 6 (6.82%) BMC
4 6 (6.82%) Cognos
4 6 (6.82%) Remedy
5 5 (5.68%) Salesforce.com
6 4 (4.55%) Teradata
7 3 (3.41%) Informatica
7 3 (3.41%) Microsoft
7 3 (3.41%) MicroStrategy
8 2 (2.27%) JD Edwards
9 1 (1.14%) Ab Initio
9 1 (1.14%) CA
9 1 (1.14%) Cloudera
9 1 (1.14%) Epicor
9 1 (1.14%) IBM
9 1 (1.14%) Maconomy
9 1 (1.14%) Talend
9 1 (1.14%) TIBCO