The table below looks at the statistics for Dimensional Modelling skills in IT contracts advertised for the England region. Included is a guide to the contractor rates offered in IT contracts that have cited Dimensional Modelling over the 3 months to 28 February 2017 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
28 Feb 2017
Same period 2016 Same period 2015
Dimensional Modelling
UK / England
Rank 510 521 495
Rank change year-on-year
+11 -26
Contract jobs citing Dimensional Modelling 70 77 93
As % of all contract IT jobs located in England 0.17% 0.16% 0.20%
As % of the Processes & Methodologies category 0.20% 0.20% 0.25%
Number of daily rates quoted 45 53 59
Median daily rate £450 £425 £438
Median daily rate % change year-on-year
+5.88% -2.85%
90% offered a daily rate of more than £375 £330 £327
10% offered a daily rate of more than £525 £550 £650
UK excluding London median daily rate £425 £438 £395
% change year-on-year
-2.85% +10.75%
Number of hourly rates quoted 1 0 4
Median hourly rate £30.00 - £67.00
UK excluding London median hourly rate - - £67.00

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the England region.

Processes & Methodologies Category
England
Contract IT job ads with a match in the
Processes & Methodologies category
34885 38997 37464
As % of all contract IT jobs located in England 82.95% 82.80% 79.75%
Number of daily rates quoted 23333 25843 24000
Median daily rate £450 £425 £425
Median daily rate % change year-on-year
+5.88% -
90% offered a daily rate of more than £300 £300 £285
10% offered a daily rate of more than £600 £600 £575
UK excluding London median daily rate £408 £400 £399
% change year-on-year
+2.00% +0.29%
Number of hourly rates quoted 855 1059 1018
Median hourly rate £36.25 £37.50 £27.50
Median hourly rate % change year-on-year
-3.33% +36.36%
90% offered a hourly rate of more than £13.50 £13.00 £12.00
10% offered a hourly rate of more than £53.50 £55.00 £49.50
UK excluding London median hourly rate £36.00 £40.00 £29.00
% change year-on-year
-10.00% +37.93%

Dimensional Modelling
Jobs Demand Trend in England

The demand trend of contract jobs across the England region citing Dimensional Modelling as a proportion of all IT contracts with a match in the Processes & Methodologies category.

Dimensional Modelling Jobs Demand Trend in England

Dimensional Modelling
Daily Rate Trend in England

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Dimensional Modelling across the England region.

Dimensional Modelling Daily Rate Trend in England

Dimensional Modelling
Daily Rate Histogram in England

This chart provides a histogram of daily rates quoted in contract IT jobs citing Dimensional Modelling across the England region over the 3 months to 28 February 2017.

Dimensional Modelling Daily Rate Histogram in England

Dimensional Modelling
Hourly Rate Trend in England

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Dimensional Modelling across the England region.

Dimensional Modelling Hourly Rate Trend in England

Dimensional Modelling
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Dimensional Modelling within the England region over the 3 months to 28 February 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
London +17 37 £475 +18.75% 13
South East +9 7 £475 +5.55% 4
West Midlands +5 7 £375 - 2
South West -2 7 £375 -21.05%
North West +30 6 £375 - 2
East Midlands +2 3 £300 -29.41% 3
East of England - 1 - - 2
Dimensional Modelling
UK

Dimensional Modelling
Top 30 Related IT Skills in England

For the 6 months to 28 February 2017, IT contractor jobs citing Dimensional 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 England region with a requirement for Dimensional Modelling.

1 136 (85.53%) Data Warehouse
2 108 (67.92%) SQL
3 99 (62.26%) Business Intelligence
4 88 (55.35%) ETL
5 87 (54.72%) Data Modelling
6 76 (47.80%) Oracle
7 71 (44.65%) SQL Server
8 46 (28.93%) Finance
9 44 (27.67%) SQL Server Integration Services
10 43 (27.04%) Agile Software Development
10 43 (27.04%) Kimball Methodology
11 41 (25.79%) SQL Server Analysis Services
12 35 (22.01%) Microsoft
12 35 (22.01%) Degree
12 35 (22.01%) Data Quality
13 34 (21.38%) SQL Server Reporting Services
14 33 (20.75%) Data Management
15 31 (19.50%) Teradata
16 30 (18.87%) Netezza
16 30 (18.87%) Relational Database
17 28 (17.61%) T-SQL
18 26 (16.35%) BusinessObjects
19 25 (15.72%) SDLC
20 23 (14.47%) PL/SQL
21 22 (13.84%) Banking
22 21 (13.21%) QlikView
22 21 (13.21%) Sybase
22 21 (13.21%) Data Structures
22 21 (13.21%) Performance Tuning
22 21 (13.21%) Analytics

Dimensional Modelling
Top Related IT Skills in England 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 14 (8.81%) SharePoint
2 6 (3.77%) SAS
3 3 (1.89%) Apache Spark
4 1 (0.63%) Apache
4 1 (0.63%) Oracle SOA Suite
Applications
1 15 (9.43%) MS Excel
2 8 (5.03%) MS Visio
3 2 (1.26%) MS Office
Business Applications
1 7 (4.40%) Dynamics CRM
2 5 (3.14%) Dynamics AX
2 5 (3.14%) Dynamics NAV
3 1 (0.63%) Oracle EBS
3 1 (0.63%) Oracle Retail
3 1 (0.63%) SAP Oil and Gas
Cloud Services
1 3 (1.89%) Amazon AWS
1 3 (1.89%) Microsoft Azure
2 2 (1.26%) Cloud Computing
3 1 (0.63%) GitHub
3 1 (0.63%) Google Cloud Platform
Communications & Networking
1 1 (0.63%) 2G
1 1 (0.63%) 3G
1 1 (0.63%) DHCP
1 1 (0.63%) DNS
1 1 (0.63%) LTE
1 1 (0.63%) Network Security
1 1 (0.63%) Radio Access Network
1 1 (0.63%) SNMP
1 1 (0.63%) Telnet
Database & Business Intelligence
1 136 (85.53%) Data Warehouse
2 71 (44.65%) SQL Server
3 44 (27.67%) SQL Server Integration Services
4 41 (25.79%) SQL Server Analysis Services
5 34 (21.38%) SQL Server Reporting Services
6 30 (18.87%) Relational Database
7 26 (16.35%) BusinessObjects
8 21 (13.21%) QlikView
9 20 (12.58%) OLAP
10 19 (11.95%) NoSQL
11 18 (11.32%) DB2
12 16 (10.06%) OLAP Cube
13 15 (9.43%) SQL Server 2012
14 14 (8.81%) Big Data
15 13 (8.18%) Oracle BI EE
16 11 (6.92%) BusinessObjects XI
16 11 (6.92%) Power BI
17 10 (6.29%) Data Mart
17 10 (6.29%) Oracle Database
18 9 (5.66%) Star Schema
Development Applications
1 7 (4.40%) ERwin
1 7 (4.40%) Oracle APEX
2 6 (3.77%) Team Foundation Server
3 3 (1.89%) Git (software)
3 3 (1.89%) Subversion
3 3 (1.89%) VSS/SourceSafe
4 2 (1.26%) Jenkins
4 2 (1.26%) Talend Open Studio
4 2 (1.26%) Toad
4 2 (1.26%) Visual Studio
5 1 (0.63%) JIRA
5 1 (0.63%) MSBuild
5 1 (0.63%) SQL Server Management Studio (SSMS)
General
1 46 (28.93%) Finance
2 22 (13.84%) Banking
3 8 (5.03%) Front Office
4 7 (4.40%) Retail
5 5 (3.14%) Legal
6 4 (2.52%) Telecoms
7 3 (1.89%) Investment Banking
7 3 (1.89%) Marketing
8 2 (1.26%) Electronics
9 1 (0.63%) Manufacturing
9 1 (0.63%) Pharmaceutical
Job Titles
1 76 (47.80%) Developer
2 40 (25.16%) Analyst
3 28 (17.61%) Architect
4 26 (16.35%) Data Analyst
5 25 (15.72%) SQL Developer
6 24 (15.09%) ETL Developer
7 23 (14.47%) Business Intelligence Developer
7 23 (14.47%) Data Architect
8 19 (11.95%) Data Warehouse Developer
9 16 (10.06%) Oracle Developer
10 15 (9.43%) SQL Analyst
11 13 (8.18%) Business Intelligence Analyst
12 12 (7.55%) Oracle ETL Developer
13 11 (6.92%) Business Developer
13 11 (6.92%) Consultant
13 11 (6.92%) Oracle Analyst
13 11 (6.92%) SQL Data Analyst
14 10 (6.29%) SSIS Developer
15 9 (5.66%) Designer
15 9 (5.66%) SQL BI Developer
Libraries, Frameworks & Software Standards
1 8 (5.03%) .NET
1 8 (5.03%) Kafka
2 5 (3.14%) MDX
3 3 (1.89%) ASP.NET
3 3 (1.89%) REST
4 1 (0.63%) Web Services
4 1 (0.63%) XML
Miscellaneous
1 21 (13.21%) Data Structures
2 20 (12.58%) Management Information System
3 15 (9.43%) Analytical Skills
4 8 (5.03%) Computer Science
5 5 (3.14%) Replication
6 3 (1.89%) Data Protection Act
6 3 (1.89%) Linux Command Line
7 2 (1.26%) Data Centre
7 2 (1.26%) NHS
8 1 (0.63%) Digital Media
8 1 (0.63%) Freedom of Information
8 1 (0.63%) Freedom of Information Act
8 1 (0.63%) iSeries
8 1 (0.63%) Reference Data
8 1 (0.63%) Virtual Team
Operating Systems
1 15 (9.43%) Unix
2 7 (4.40%) Linux
3 1 (0.63%) Windows
Processes & Methodologies
1 99 (62.26%) Business Intelligence
2 88 (55.35%) ETL
3 87 (54.72%) Data Modelling
4 43 (27.04%) Agile Software Development
4 43 (27.04%) Kimball Methodology
5 33 (20.75%) Data Management
6 25 (15.72%) SDLC
7 21 (13.21%) Analytics
7 21 (13.21%) Performance Tuning
8 18 (11.32%) Data Analysis
8 18 (11.32%) Data Transformation
9 17 (10.69%) Data Architecture
10 16 (10.06%) CRM
10 16 (10.06%) Migration
11 14 (8.81%) Data Governance
11 14 (8.81%) Data Integration
11 14 (8.81%) Predictive Modelling
12 13 (8.18%) Stakeholder Management
12 13 (8.18%) Unit Testing
13 11 (6.92%) Data Migration
Programming Languages
1 108 (67.92%) SQL
2 28 (17.61%) T-SQL
3 23 (14.47%) PL/SQL
4 18 (11.32%) C++
5 16 (10.06%) R
6 15 (9.43%) Python
7 10 (6.29%) Shell Script
8 7 (4.40%) C#
9 6 (3.77%) Java
10 5 (3.14%) VB
10 5 (3.14%) VB.NET
11 2 (1.26%) Tcl
12 1 (0.63%) JavaScript
12 1 (0.63%) Perl
12 1 (0.63%) PHP
12 1 (0.63%) VBA
Qualifications
1 35 (22.01%) Degree
2 4 (2.52%) ISEB
2 4 (2.52%) ISTQB
3 3 (1.89%) HNC
3 3 (1.89%) HND
3 3 (1.89%) SC Cleared
3 3 (1.89%) Security Cleared
4 2 (1.26%) MCDBA
4 2 (1.26%) MCITP
4 2 (1.26%) MCPD
4 2 (1.26%) MCSA
4 2 (1.26%) MCSD
4 2 (1.26%) MCSE
4 2 (1.26%) Microsoft Certification
5 1 (0.63%) Postgraduate
Quality Assurance & Compliance
1 35 (22.01%) Data Quality
2 6 (3.77%) QA
3 4 (2.52%) ISO 9000
3 4 (2.52%) Solvency II
4 2 (1.26%) Basel II
4 2 (1.26%) Sarbanes-Oxley
5 1 (0.63%) GDPR
5 1 (0.63%) ISO/IEC 27001
5 1 (0.63%) PCI DSS
Vendors
1 76 (47.80%) Oracle
2 35 (22.01%) Microsoft
3 31 (19.50%) Teradata
4 30 (18.87%) Netezza
5 21 (13.21%) Sybase
6 16 (10.06%) Informatica
7 11 (6.92%) Tableau
8 10 (6.29%) SAP
9 6 (3.77%) Cognos
10 5 (3.14%) IBM
10 5 (3.14%) Siebel
11 2 (1.26%) Lavastorm
11 2 (1.26%) Talend
12 1 (0.63%) Alteryx
12 1 (0.63%) MicroStrategy
12 1 (0.63%) Nokia Networks
12 1 (0.63%) Nortel
12 1 (0.63%) Samsung
12 1 (0.63%) Unisys
12 1 (0.63%) Vertica
Cumbria
Vivid Resourcing
Posted: Yesterday
Basingstoke, Hampshire
LA International
Rate: £403 per day
Posted: 3 days ago
Basingstoke, Hampshire
LA International
Posted: 5 days ago
City, London
Mane Contract Services Limited
Rate: £350 - £430 per day
Posted: 4 days ago
Basingstoke, Hampshire
Lorien Resourcing
Posted: 5 days ago
City, London
Harvey Nash plc
Rate: £400 - £500 per day
Posted: 6 days ago
Andover
People Source Consulting
Rate: £450 - £500 per day
Posted: 14 days ago