The table below looks at the statistics for Dimensional Modelling skills in IT jobs advertised for the England region. Included is a guide to the average salaries offered in IT jobs that have cited Dimensional Modelling over the 3 months to 29 August 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
29 Aug 2014
Same period 2013 Same period 2012
Dimensional Modeling
Rank 594 630 597
Rank change year-on-year
+36 -33
Permanent jobs citing Dimensional Modelling 313 227 303
As % of all permanent IT jobs located in England 0.29% 0.23% 0.27%
As % of the Processes & Methodologies category 0.36% 0.29% 0.35%
Number of salaries quoted 219 177 253
Average salary £52,500 £50,000 £55,000
Average salary % change year-on-year
+5.00% -9.09%
90% offered a salary of more than £40,900 £37,500 £45,000
10% offered a salary of more than £63,500 £75,000 £72,500
UK excluding London average salary £48,000 £42,500 £50,000
% change year-on-year
+12.94% -15.00%
Dimensional Modelling
UK

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

Processes & Methodologies Category
England
Permanent IT job ads with a match in the
Processes & Methodologies category
87806 79197 86082
As % of all permanent IT jobs located in England 80.80% 79.57% 78.05%
Number of salaries quoted 70655 65397 73602
Average salary £48,500 £47,500 £47,000
Average salary % change year-on-year
+2.10% +1.06%
90% offered a salary of more than £31,000 £30,000 £30,000
10% offered a salary of more than £72,500 £75,000 £72,500
UK excluding London average salary £42,500 £41,000 £40,000
% change year-on-year
+3.65% +2.50%

Dimensional Modelling
Jobs Demand Trend in England

This chart provides a 3-month moving total of permanent IT jobs citing Dimensional Modelling across the England region as a proportion of the total demand within the Processes & Methodologies category.

Dimensional Modelling Jobs Demand Trend in England

Dimensional Modelling
Salary Trend in England

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

Dimensional Modelling Salary Trend in England

Dimensional Modelling
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Dimensional Modelling across the England region over the 3 months to 29 August 2014.

Dimensional Modelling Salary Histogram in England

Dimensional Modelling
Job Locations in England

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Dimensional Modelling within the England region over the 3 months to 29 August 2014. 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +64 164 £55,000 -8.33% 12
West Midlands +20 55 £55,000 -
South East -14 29 £50,000 +17.64% 2
Yorkshire -39 24 £41,611 +10.96% 1
South West -18 12 £37,500 -11.76% 1
North West -12 11 £37,500 -40.00%
East of England -32 11 £60,000 +37.14% 2
East Midlands -18 7 £42,500 +30.76%
North East - 3 - -
Dimensional Modelling
UK

Dimensional Modelling
Top 30 Related IT Skills in England

For the 6 months to 29 August 2014, IT jobs across the England region citing Dimensional Modelling also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Dimensional Modelling.

1 500 (76.45%) SQL
2 497 (75.99%) Data Warehouse
3 482 (73.70%) Business Intelligence
4 452 (69.11%) ETL
5 438 (66.97%) SQL Server
6 366 (55.96%) SQL Server Integration Services
7 260 (39.76%) SQL Server Analysis Services
8 257 (39.30%) SQL Server Reporting Services
9 248 (37.92%) T-SQL
10 217 (33.18%) Microsoft
11 215 (32.87%) Oracle
12 205 (31.35%) Finance
13 193 (29.51%) Kimball Methodology
14 176 (26.91%) SQL Server 2008
15 172 (26.30%) OLAP
16 168 (25.69%) MS Excel
17 144 (22.02%) Cognos
18 135 (20.64%) Data Modelling
19 111 (16.97%) IBM
20 106 (16.21%) Agile Software Development
20 106 (16.21%) MDX
21 101 (15.44%) Business Objects
22 96 (14.68%) Informatica
23 95 (14.53%) Performance Tuning
24 94 (14.37%) SQL Server 2012
25 92 (14.07%) Microsoft Analysis Services
26 91 (13.91%) Scrum
27 83 (12.69%) SQL Server 2005
28 80 (12.23%) Data Analysis
29 75 (11.47%) SAP

Dimensional Modelling
Top Related IT Skills in England by Category

For the 6 months to 29 August 2014, IT jobs across the England region citing Dimensional Modelling also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Dimensional Modelling. Up to 20 skills are shown per category.

Application Platforms
1 44 (6.73%) SharePoint
2 40 (6.12%) SAS
3 13 (1.99%) SharePoint 2010
4 6 (0.92%) IIS
5 1 (0.15%) SharePoint 2013
5 1 (0.15%) BizTalk Server
Applications
1 168 (25.69%) MS Excel
2 32 (4.89%) PowerPivot
3 24 (3.67%) SPSS
4 6 (0.92%) FastStats
5 5 (0.76%) MS Office
6 4 (0.61%) Spreadsheet
7 1 (0.15%) MS Visio
Business Applications
1 69 (10.55%) Cognos Business Intelligence
2 37 (5.66%) Cognos TM1
3 10 (1.53%) Oracle EBS
4 4 (0.61%) Dynamics CRM
4 4 (0.61%) SAP ERP
5 3 (0.46%) Google Analytics
5 3 (0.46%) Cognos Planning
6 2 (0.31%) HFM
7 1 (0.15%) Dynamics AX
Cloud Services
1 6 (0.92%) SaaS
2 4 (0.61%) Cloud Computing
3 1 (0.15%) Amazon EC2
3 1 (0.15%) Amazon AWS
Communications & Networking
1 7 (1.07%) SAN
2 6 (0.92%) NAS
3 4 (0.61%) Internet
4 2 (0.31%) TCP/IP
5 1 (0.15%) DNS
5 1 (0.15%) DHCP
5 1 (0.15%) HTTP
5 1 (0.15%) SNMP
5 1 (0.15%) 3G
5 1 (0.15%) Telnet
5 1 (0.15%) 2G
5 1 (0.15%) LTE
5 1 (0.15%) 4G
5 1 (0.15%) Radio Access Network
Database & Business Intelligence
1 497 (75.99%) Data Warehouse
2 438 (66.97%) SQL Server
3 366 (55.96%) SQL Server Integration Services
4 260 (39.76%) SQL Server Analysis Services
5 257 (39.30%) SQL Server Reporting Services
6 176 (26.91%) SQL Server 2008
7 172 (26.30%) OLAP
8 94 (14.37%) SQL Server 2012
9 92 (14.07%) Microsoft Analysis Services
10 83 (12.69%) SQL Server 2005
11 74 (11.31%) Relational Database
12 63 (9.63%) OLTP
13 55 (8.41%) Data Mining
14 54 (8.26%) Star Schema
15 50 (7.65%) Oracle BI EE
16 48 (7.34%) Oracle OLAP
17 47 (7.19%) Oracle Database
17 47 (7.19%) Big Data
18 45 (6.88%) QlikView
19 43 (6.57%) Data Mart
Development Applications
1 53 (8.10%) Team Foundation Server
2 48 (7.34%) Visual Studio
3 41 (6.27%) Talend Open Studio
4 30 (4.59%) ERwin
5 15 (2.29%) SQL Server Management Studio (SSMS)
6 3 (0.46%) Toad
7 1 (0.15%) PowerDesigner
General
1 205 (31.35%) Finance
2 33 (5.05%) Games
3 26 (3.98%) Marketing
4 23 (3.52%) Banking
5 19 (2.91%) Retail
5 19 (2.91%) Telecoms
6 18 (2.75%) Advertising
7 12 (1.83%) Publishing
8 6 (0.92%) Front Office
9 5 (0.76%) Billing
10 4 (0.61%) Manufacturing
11 3 (0.46%) Investment Banking
11 3 (0.46%) Financial Institution
11 3 (0.46%) Aerospace
12 2 (0.31%) Automotive
13 1 (0.15%) Pharmaceutical
Job Titles
1 393 (60.09%) Developer
2 176 (26.91%) Business Intelligence Developer
3 109 (16.67%) Senior Developer
4 89 (13.61%) Business Developer
5 70 (10.70%) SQL Developer
6 64 (9.79%) ETL Developer
7 61 (9.33%) Data Warehouse Developer
8 53 (8.10%) DBA
9 47 (7.19%) Architect
10 43 (6.57%) Consultant
11 41 (6.27%) SQL DBA
12 38 (5.81%) Team Leader
13 37 (5.66%) Analyst
14 36 (5.50%) Administrator
15 35 (5.35%) Business Intelligence Architect
16 34 (5.20%) Senior Business Intelligence Developer
17 32 (4.89%) OBIEE Developer
18 30 (4.59%) Cognos Developer
19 26 (3.98%) Business Intelligence Manager
20 24 (3.67%) Oracle Data Warehouse Developer
Libraries, Frameworks & Software Standards
1 106 (16.21%) MDX
2 44 (6.73%) .NET
2 44 (6.73%) XML
3 26 (3.98%) XSLT
4 14 (2.14%) HTML
5 10 (1.53%) ASP.NET
5 10 (1.53%) CSS
6 9 (1.38%) Web Services
7 8 (1.22%) SAP XI
8 4 (0.61%) RabbitMQ
8 4 (0.61%) REST
8 4 (0.61%) Kafka
9 1 (0.15%) WCF
9 1 (0.15%) WPF
9 1 (0.15%) Silverlight
9 1 (0.15%) Django
9 1 (0.15%) COM
9 1 (0.15%) XHTML
9 1 (0.15%) Middleware
Miscellaneous
1 64 (9.79%) Computer Science
2 48 (7.34%) Visualisation
3 47 (7.19%) Clustering
4 40 (6.12%) Management Information System
5 28 (4.28%) Online Games
6 19 (2.91%) Data Integration
7 17 (2.60%) iPad
8 13 (1.99%) Mathematics
9 11 (1.68%) Replication
10 9 (1.38%) Statistics
11 8 (1.22%) Data Protection Act
12 7 (1.07%) Data Extraction
13 6 (0.92%) NHS
14 5 (0.76%) Physics
15 4 (0.61%) Data Conversion
15 4 (0.61%) Enterprise Software
16 3 (0.46%) GIS
17 2 (0.31%) Open Source
17 2 (0.31%) Reference Data
18 1 (0.15%) Credit Risk
Operating Systems
1 45 (6.88%) UNIX
2 42 (6.42%) Linux
3 27 (4.13%) Windows
4 17 (2.60%) Android
5 6 (0.92%) Windows Server 2008
5 6 (0.92%) Windows Server 2012
Processes & Methodologies
1 482 (73.70%) Business Intelligence
2 452 (69.11%) ETL
3 193 (29.51%) Kimball Methodology
4 135 (20.64%) Data Modelling
5 106 (16.21%) Agile Software Development
6 95 (14.53%) Performance Tuning
7 91 (13.91%) Scrum
8 80 (12.23%) Data Analysis
9 71 (10.86%) Analytics
10 59 (9.02%) Unit Testing
11 53 (8.10%) Change Management
12 46 (7.03%) Data Management
13 44 (6.73%) Project Management
14 38 (5.81%) Data Mapping
15 35 (5.35%) CRM
16 34 (5.20%) Business Analysis
17 31 (4.74%) E-Commerce
17 31 (4.74%) Inmon Methodology
18 29 (4.43%) Migration
19 24 (3.67%) Disaster Recovery
Programming Languages
1 500 (76.45%) SQL
2 248 (37.92%) T-SQL
3 66 (10.09%) PL/SQL
4 57 (8.72%) C#
5 28 (4.28%) Java
6 25 (3.82%) VB.NET
7 23 (3.52%) JavaScript
8 16 (2.45%) R
8 16 (2.45%) Shell Script
9 13 (1.99%) VBA
10 10 (1.53%) Python
10 10 (1.53%) C++
11 9 (1.38%) MATLAB
12 7 (1.07%) C
13 2 (0.31%) XPath
14 1 (0.15%) SAS Macro
14 1 (0.15%) Clojure
14 1 (0.15%) Data Analysis Expressions (DAX)
14 1 (0.15%) VB
14 1 (0.15%) Perl
Qualifications
1 59 (9.02%) Degree
2 17 (2.60%) Microsoft Certification
3 12 (1.83%) MCITP
4 11 (1.68%) MCTS
5 9 (1.38%) MCSE
6 6 (0.92%) MCSA
6 6 (0.92%) Security Cleared
7 3 (0.46%) SAS Certification
7 3 (0.46%) NVQ Level 3
8 1 (0.15%) SC Cleared
Quality Assurance & Compliance
1 48 (7.34%) QA
2 16 (2.45%) Data Quality
3 2 (0.31%) Sarbanes-Oxley
3 2 (0.31%) Basel II
4 1 (0.15%) ISO 9000
System Software
1 4 (0.61%) VMware Infrastructure
2 3 (0.46%) HDFS
3 1 (0.15%) Active Directory
Systems Management
1 4 (0.61%) Nagios
2 1 (0.15%) Opscode Chef
Vendors
1 217 (33.18%) Microsoft
2 215 (32.87%) Oracle
3 144 (22.02%) Cognos
4 111 (16.97%) IBM
5 101 (15.44%) Business Objects
6 96 (14.68%) Informatica
7 75 (11.47%) SAP
8 41 (6.27%) Talend
9 36 (5.50%) Tableau
10 32 (4.89%) Sybase
11 31 (4.74%) Teradata
12 27 (4.13%) MicroStrategy
13 25 (3.82%) PeopleSoft
14 22 (3.36%) Vertica
15 19 (2.91%) Ab Initio
16 15 (2.29%) Netezza
17 13 (1.99%) Birst
18 9 (1.38%) Adobe
19 6 (0.92%) VMware
19 6 (0.92%) Red Gate
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Salary: From £45,000 to £55,000 per annum + 29 days + Share Ops + Pension + mo
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