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 17 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
17 Jan 2017
Same period 2016 Same period 2015
Dimensional Modelling
UK / England
Rank 503 518 468
Rank change year-on-year
+15 -50
Contract jobs citing Dimensional Modelling 74 73 116
As % of all contract IT jobs located in England 0.18% 0.16% 0.25%
As % of the Processes & Methodologies category 0.22% 0.19% 0.32%
Number of daily rates quoted 41 48 84
Median daily rate £450 £431 £465
Median daily rate % change year-on-year
+4.34% -7.25%
90% offered a daily rate of more than £338 £368 £340
10% offered a daily rate of more than £530 £492 £535
UK excluding London median daily rate £400 £450 £450
% change year-on-year
-11.11% -
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
34178 37465 35875
As % of all contract IT jobs located in England 82.43% 82.04% 78.74%
Number of daily rates quoted 22789 24561 23587
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 £588
UK excluding London median daily rate £410 £400 £390
% change year-on-year
+2.50% +2.56%
Number of hourly rates quoted 854 1091 969
Median hourly rate £33.00 £37.50 £25.00
Median hourly rate % change year-on-year
-12.00% +50.00%
90% offered a hourly rate of more than £13.00 £12.75 £11.93
10% offered a hourly rate of more than £50.00 £55.00 £47.50
UK excluding London median hourly rate £34.50 £39.00 £25.50
% change year-on-year
-11.53% +52.94%

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 17 January 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 17 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
London +23 38 £475 +13.09% 3
South East +18 16 £455 +4.00% 1
South West +5 7 £400 -13.51%
North West +19 5 £375 - 2
West Midlands -12 4 £400 -8.57% 2
East Midlands +4 2 £300 -29.82% 1
North East - 1 - -
Dimensional Modelling
UK

Dimensional Modelling
Top 30 Related IT Skills in England

For the 6 months to 17 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 across the England region with a requirement for Dimensional Modelling.

1 141 (78.77%) Data Warehouse
2 111 (62.01%) ETL
3 101 (56.42%) SQL
4 100 (55.87%) Data Modelling
5 95 (53.07%) Business Intelligence
6 86 (48.04%) Oracle
7 63 (35.20%) SQL Server
8 58 (32.40%) Agile Software Development
9 54 (30.17%) Netezza
10 46 (25.70%) Kimball Methodology
11 43 (24.02%) SQL Server Analysis Services
12 39 (21.79%) SQL Server Integration Services
13 36 (20.11%) Data Quality
14 35 (19.55%) Data Management
15 34 (18.99%) Microsoft
16 33 (18.44%) Finance
17 32 (17.88%) Degree
17 32 (17.88%) Relational Database
18 29 (16.20%) RAD
18 29 (16.20%) SQL Server Reporting Services
18 29 (16.20%) Oracle ODI
19 27 (15.08%) T-SQL
20 26 (14.53%) Teradata
20 26 (14.53%) SDLC
21 24 (13.41%) Sybase
22 23 (12.85%) OLAP
22 23 (12.85%) BusinessObjects
23 22 (12.29%) NoSQL
24 21 (11.73%) Data Transformation
24 21 (11.73%) OLAP Cube

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 10 (5.59%) SharePoint
2 4 (2.23%) 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
1 141 (78.77%) Data Warehouse
2 63 (35.20%) SQL Server
3 43 (24.02%) SQL Server Analysis Services
4 39 (21.79%) SQL Server Integration Services
5 32 (17.88%) Relational Database
6 29 (16.20%) Oracle ODI
6 29 (16.20%) SQL Server Reporting Services
7 23 (12.85%) BusinessObjects
7 23 (12.85%) OLAP
8 22 (12.29%) NoSQL
9 21 (11.73%) DB2
9 21 (11.73%) OLAP Cube
10 19 (10.61%) Big Data
11 15 (8.38%) Power BI
12 12 (6.70%) QlikView
13 11 (6.15%) BusinessObjects XI
13 11 (6.15%) SQL Server 2012
13 11 (6.15%) SQL Server 2014
14 8 (4.47%) Data Mart
14 8 (4.47%) Hadoop
Development Applications
1 10 (5.59%) Jenkins
2 9 (5.03%) ERwin
3 8 (4.47%) 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%) SQL Server Management Studio (SSMS)
7 1 (0.56%) Git (software)
7 1 (0.56%) JIRA
7 1 (0.56%) MSBuild
7 1 (0.56%) Visual Studio
General
1 33 (18.44%) Finance
2 19 (10.61%) Banking
3 8 (4.47%) Retail
4 6 (3.35%) 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 87 (48.60%) Developer
2 42 (23.46%) Analyst
3 37 (20.67%) ETL Developer
4 30 (16.76%) Data Analyst
5 29 (16.20%) Oracle Developer
6 25 (13.97%) Architect
6 25 (13.97%) Oracle ETL Developer
6 25 (13.97%) SQL Developer
7 23 (12.85%) Data Architect
8 22 (12.29%) Designer
9 21 (11.73%) ETL Designer
10 20 (11.17%) Business Intelligence Developer
11 18 (10.06%) SQL Analyst
12 14 (7.82%) 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
15 11 (6.15%) 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 21 (11.73%) Analytical Skills
2 19 (10.61%) Data Structures
3 18 (10.06%) Management Information System
4 15 (8.38%) Data Integration
5 8 (4.47%) Computer Science
5 8 (4.47%) Visualisation
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 15 (8.38%) Unix
2 13 (7.26%) Linux
3 1 (0.56%) Windows
Processes & Methodologies
1 111 (62.01%) ETL
2 100 (55.87%) Data Modelling
3 95 (53.07%) Business Intelligence
4 58 (32.40%) Agile Software Development
5 46 (25.70%) Kimball Methodology
6 35 (19.55%) Data Management
7 29 (16.20%) RAD
8 26 (14.53%) SDLC
9 21 (11.73%) Data Transformation
10 19 (10.61%) Migration
11 18 (10.06%) Analytics
11 18 (10.06%) Performance Tuning
11 18 (10.06%) Predictive Modelling
12 17 (9.50%) Data Architecture
13 14 (7.82%) Data Analysis
13 14 (7.82%) Logical Data Model
13 14 (7.82%) Physical Data Model
13 14 (7.82%) Unit Testing
14 12 (6.70%) CRM
15 11 (6.15%) ERP
Programming Languages
1 101 (56.42%) SQL
2 27 (15.08%) T-SQL
3 21 (11.73%) C++
4 18 (10.06%) Python
4 18 (10.06%) R
5 16 (8.94%) PL/SQL
6 14 (7.82%) Java
7 10 (5.59%) 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 36 (20.11%) 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
Vendors
1 86 (48.04%) Oracle
2 54 (30.17%) Netezza
3 34 (18.99%) Microsoft
4 26 (14.53%) Teradata
5 24 (13.41%) Sybase
6 13 (7.26%) Informatica
6 13 (7.26%) Tableau
7 9 (5.03%) Cognos
7 9 (5.03%) SAP
7 9 (5.03%) Vertica
8 8 (4.47%) Talend
9 4 (2.23%) IBM
10 2 (1.12%) Alteryx
10 2 (1.12%) MicroStrategy
11 1 (0.56%) Embarcadero
11 1 (0.56%) Google
11 1 (0.56%) Greenplum
11 1 (0.56%) Huawei
11 1 (0.56%) JD Edwards
11 1 (0.56%) Samsung