The table below looks at the statistics for Dimensional Modelling skills in IT contracts advertised across the UK. Included is a guide to the contractor rates offered in IT contracts that have cited Dimensional Modelling over the 3 months to 23 January 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
23 Jan 2017
Same period 2016 Same period 2015
Dimensional Modelling
UK
Rank 511 559 481
Rank change year-on-year
+48 -78
Contract jobs citing Dimensional Modelling 76 71 126
As % of all contract IT jobs located in the UK 0.17% 0.14% 0.25%
As % of the Processes & Methodologies category 0.21% 0.17% 0.32%
Number of daily rates quoted 41 44 83
Median daily rate £450 £425 £425
Median daily rate % change year-on-year
+5.88% -
90% offered a daily rate of more than £338 £375 £335
10% offered a daily rate of more than £530 £493 £575
UK excluding London median daily rate £400 £444 £400
% change year-on-year
-9.85% +10.93%
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 across the UK.

Processes & Methodologies Category
UK
Contract IT job ads with a match in the
Processes & Methodologies category
36868 40843 39798
As % of all contract IT jobs located in the UK 82.19% 81.72% 78.47%
Number of daily rates quoted 24443 26520 25648
Median daily rate £450 £425 £420
Median daily rate % change year-on-year
+5.88% +1.19%
90% offered a daily rate of more than £300 £290 £282
10% offered a daily rate of more than £600 £600 £575
UK excluding London median daily rate £405 £400 £390
% change year-on-year
+1.25% +2.56%
Number of hourly rates quoted 930 1195 1050
Median hourly rate £34.50 £38.50 £25.00
Median hourly rate % change year-on-year
-10.38% +54.00%
90% offered a hourly rate of more than £12.50 £13.00 £12.00
10% offered a hourly rate of more than £52.17 £55.00 £47.50
UK excluding London median hourly rate £35.00 £40.00 £26.00
% change year-on-year
-12.50% +53.84%

Dimensional Modelling
Jobs Demand Trend

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

Dimensional Modelling Jobs Demand Trend in the UK

Dimensional Modelling
Daily Rate Trend

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

Dimensional Modelling Daily Rate Trend in the UK

Dimensional Modelling
Daily Rate Histogram

This chart provides a histogram of daily rates quoted in contract IT jobs citing Dimensional Modelling within the UK over the 3 months to 23 January 2017.

Dimensional Modelling Daily Rate Histogram in the UK

Dimensional Modelling
Hourly Rate Trend

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

Dimensional Modelling Hourly Rate Trend in the UK

Dimensional Modelling
Top 30 Contract Locations

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 UK over the 3 months to 23 January 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
England +34 72 £450 +5.88% 10
London +27 38 £475 +16.92% 2
South East +17 13 £435 -0.57%
City of London +6 12 £475 +11.76%
South West +2 7 £400 -15.78%
North West +29 5 £375 - 1
Berkshire +19 5 £430 -1.71%
West Midlands -14 4 £400 -8.57% 4
Hampshire +9 3 £494 -1.98%
Bristol +4 3 - -
Buckinghamshire +1 3 - -
Merseyside - 3 £375 -
Birmingham - 3 £375 - 1
Liverpool - 3 £375 -
Scotland - 3 £425 - 1
Reading +11 2 £406 -
East Midlands -1 2 £300 -33.33% 2
Wiltshire - 2 £400 -
Nottinghamshire - 2 £300 - 1
Salisbury - 2 £400 -
Southampton - 2 £500 -
Nottingham - 2 £300 - 1
Glasgow - 2 - - 1
Cheshire +27 1 £375 -
Manchester +11 1 - - 1
Slough +8 1 £435 -0.57%
Newbury +3 1 - -
Gloucestershire -1 1 £238 -50.00%
Warwickshire -1 1 £425 -2.85%
Kent -5 1 £338 -20.58%

Dimensional Modelling
Top 30 Related IT Skills

For the 6 months to 23 January 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 with a requirement for Dimensional Modelling.

1 145 (81.01%) Data Warehouse
2 109 (60.89%) ETL
3 104 (58.10%) SQL
4 102 (56.98%) Business Intelligence
5 97 (54.19%) Data Modelling
6 87 (48.60%) Oracle
7 63 (35.20%) SQL Server
8 56 (31.28%) Agile Software Development
9 48 (26.82%) Netezza
10 46 (25.70%) Kimball Methodology
11 43 (24.02%) SQL Server Analysis Services
12 41 (22.91%) SQL Server Integration Services
13 37 (20.67%) Data Management
13 37 (20.67%) Finance
13 37 (20.67%) Data Quality
14 34 (18.99%) Microsoft
15 32 (17.88%) SQL Server Reporting Services
15 32 (17.88%) Degree
15 32 (17.88%) Relational Database
16 30 (16.76%) BusinessObjects
17 27 (15.08%) Teradata
17 27 (15.08%) SDLC
18 25 (13.97%) T-SQL
19 24 (13.41%) Sybase
19 24 (13.41%) Analytical Skills
20 23 (12.85%) Oracle ODI
20 23 (12.85%) RAD
21 22 (12.29%) NoSQL
22 21 (11.73%) Data Transformation
22 21 (11.73%) DB2

Dimensional Modelling
Top Related IT Skills 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 11 (6.15%) SharePoint
2 5 (2.79%) SAS
3 3 (1.68%) Apache Spark
4 1 (0.56%) Apache
4 1 (0.56%) Oracle SOA Suite
Applications
1 11 (6.15%) MS Excel
2 3 (1.68%) MS Visio
3 1 (0.56%) MS Office
Business Applications
1 10 (5.59%) Dynamics CRM
2 8 (4.47%) Dynamics NAV
3 5 (2.79%) Dynamics AX
4 1 (0.56%) Hyperion Planning
4 1 (0.56%) Oracle EBS
4 1 (0.56%) Oracle ERP
Cloud Services
1 2 (1.12%) Amazon AWS
1 2 (1.12%) Cloud Computing
1 2 (1.12%) Microsoft Azure
2 1 (0.56%) GitHub
2 1 (0.56%) Google Cloud Platform
2 1 (0.56%) SaaS
Communications & Networking
1 1 (0.56%) 2G
1 1 (0.56%) 3G
1 1 (0.56%) DHCP
1 1 (0.56%) DNS
1 1 (0.56%) LTE
1 1 (0.56%) Network Security
1 1 (0.56%) Radio Access Network
1 1 (0.56%) SNMP
1 1 (0.56%) Telnet
Database & Business Intelligence
1 145 (81.01%) Data Warehouse
2 63 (35.20%) SQL Server
3 43 (24.02%) SQL Server Analysis Services
4 41 (22.91%) SQL Server Integration Services
5 32 (17.88%) Relational Database
5 32 (17.88%) SQL Server Reporting Services
6 30 (16.76%) BusinessObjects
7 23 (12.85%) Oracle ODI
8 22 (12.29%) NoSQL
9 21 (11.73%) DB2
9 21 (11.73%) OLAP
10 19 (10.61%) OLAP Cube
11 18 (10.06%) Big Data
12 15 (8.38%) Power BI
12 15 (8.38%) QlikView
13 12 (6.70%) SQL Server 2014
14 11 (6.15%) BusinessObjects XI
14 11 (6.15%) SQL Server 2012
15 9 (5.03%) Data Mart
15 9 (5.03%) Hadoop
Development Applications
1 9 (5.03%) ERwin
2 8 (4.47%) Jenkins
3 7 (3.91%) Talend Open Studio
4 4 (2.23%) Subversion
4 4 (2.23%) Team Foundation Server
5 3 (1.68%) VSS/SourceSafe
6 2 (1.12%) Git (software)
6 2 (1.12%) SQL Server Management Studio (SSMS)
7 1 (0.56%) JIRA
7 1 (0.56%) MSBuild
7 1 (0.56%) Visual Studio
General
1 37 (20.67%) Finance
2 21 (11.73%) Banking
3 9 (5.03%) Retail
4 7 (3.91%) Front Office
5 5 (2.79%) Legal
6 4 (2.23%) Marketing
7 3 (1.68%) Telecoms
8 2 (1.12%) Investment Banking
9 1 (0.56%) Electronics
9 1 (0.56%) Games
9 1 (0.56%) Pharmaceutical
Job Titles
1 86 (48.04%) Developer
2 42 (23.46%) Analyst
3 35 (19.55%) ETL Developer
4 30 (16.76%) Data Analyst
5 28 (15.64%) Oracle Developer
6 26 (14.53%) Architect
7 24 (13.41%) Data Architect
7 24 (13.41%) SQL Developer
8 23 (12.85%) Oracle ETL Developer
9 22 (12.29%) Designer
10 21 (11.73%) Business Intelligence Developer
11 19 (10.61%) ETL Designer
12 17 (9.50%) SQL Analyst
13 13 (7.26%) Business Intelligence Analyst
13 13 (7.26%) SQL Data Analyst
14 12 (6.70%) Business Developer
14 12 (6.70%) Consultant
14 12 (6.70%) Oracle Analyst
15 11 (6.15%) Data Warehouse Developer
16 10 (5.59%) DBA
Libraries, Frameworks & Software Standards
1 8 (4.47%) .NET
1 8 (4.47%) Kafka
2 4 (2.23%) MDX
3 3 (1.68%) ASP.NET
3 3 (1.68%) REST
3 3 (1.68%) Web Services
4 1 (0.56%) XML
Miscellaneous
1 24 (13.41%) Analytical Skills
2 19 (10.61%) Data Structures
2 19 (10.61%) Management Information System
3 18 (10.06%) Data Integration
4 9 (5.03%) Visualisation
5 8 (4.47%) Computer Science
6 6 (3.35%) Data Extraction
7 5 (2.79%) Replication
8 2 (1.12%) Data Centre
8 2 (1.12%) Data Protection Act
8 2 (1.12%) NHS
8 2 (1.12%) User Experience
9 1 (0.56%) Digital Media
9 1 (0.56%) FMCG
9 1 (0.56%) Freedom of Information
9 1 (0.56%) Freedom of Information Act
9 1 (0.56%) iSeries
9 1 (0.56%) Mathematics
9 1 (0.56%) Virtual Team
Operating Systems
1 16 (8.94%) Unix
2 12 (6.70%) Linux
3 1 (0.56%) AIX
3 1 (0.56%) Windows
Processes & Methodologies
1 109 (60.89%) ETL
2 102 (56.98%) Business Intelligence
3 97 (54.19%) Data Modelling
4 56 (31.28%) Agile Software Development
5 46 (25.70%) Kimball Methodology
6 37 (20.67%) Data Management
7 27 (15.08%) SDLC
8 23 (12.85%) RAD
9 21 (11.73%) Data Transformation
10 20 (11.17%) Analytics
11 18 (10.06%) Data Architecture
11 18 (10.06%) Migration
11 18 (10.06%) Performance Tuning
11 18 (10.06%) Predictive Modelling
12 15 (8.38%) Data Analysis
12 15 (8.38%) Logical Data Model
12 15 (8.38%) Unit Testing
13 14 (7.82%) Physical Data Model
14 12 (6.70%) CRM
15 11 (6.15%) ERP
Programming Languages
1 104 (58.10%) SQL
2 25 (13.97%) T-SQL
3 21 (11.73%) C++
4 19 (10.61%) PL/SQL
5 18 (10.06%) Python
5 18 (10.06%) R
6 12 (6.70%) Java
7 11 (6.15%) Shell Script
8 7 (3.91%) C#
9 5 (2.79%) VB
9 5 (2.79%) VB.NET
10 2 (1.12%) VBA
11 1 (0.56%) C
11 1 (0.56%) Data Analysis Expressions (DAX)
11 1 (0.56%) JavaScript
11 1 (0.56%) Perl
11 1 (0.56%) PHP
11 1 (0.56%) SAS Macro
Qualifications
1 32 (17.88%) Degree
2 3 (1.68%) ISEB
2 3 (1.68%) ISTQB
3 2 (1.12%) MCDBA
3 2 (1.12%) MCITP
3 2 (1.12%) MCPD
3 2 (1.12%) MCSA
3 2 (1.12%) MCSD
3 2 (1.12%) MCSE
3 2 (1.12%) Microsoft Certification
3 2 (1.12%) SC Cleared
3 2 (1.12%) Security Cleared
Quality Assurance & Compliance
1 37 (20.67%) Data Quality
2 5 (2.79%) QA
3 3 (1.68%) ISO 9000
4 2 (1.12%) Solvency II
5 1 (0.56%) Basel II
5 1 (0.56%) GDPR
5 1 (0.56%) ISO/IEC 27001
5 1 (0.56%) PCI DSS
5 1 (0.56%) Sarbanes-Oxley
Systems Management
1 1 (0.56%) Oracle Flashback
Vendors
1 87 (48.60%) Oracle
2 48 (26.82%) Netezza
3 34 (18.99%) Microsoft
4 27 (15.08%) Teradata
5 24 (13.41%) Sybase
6 17 (9.50%) Informatica
7 15 (8.38%) Tableau
8 12 (6.70%) Cognos
8 12 (6.70%) SAP
9 7 (3.91%) Talend
9 7 (3.91%) Vertica
10 4 (2.23%) IBM
11 3 (1.68%) MicroStrategy
12 2 (1.12%) Alteryx
13 1 (0.56%) Embarcadero
13 1 (0.56%) JD Edwards
13 1 (0.56%) Lavastorm
13 1 (0.56%) Nokia Networks
13 1 (0.56%) Nortel
13 1 (0.56%) Samsung
West Midlands
ReThink Recruitment
Rate: £0.00 per annum
Posted: 2 days ago
Derbyshire
Nigel Frank International
Rate: £450 - £500 per day
Posted: 3 days ago
West Midlands
ReThink Recruitment
Rate: £0.00 per annum
Posted: 2 days ago
London
Eames Consulting
Rate: £400 - £500 per day
Posted: 5 days ago