The table below looks at the statistics for Dimensional Modelling skills in IT jobs advertised across the UK. Included is a guide to the average salaries offered in IT jobs that have cited Dimensional Modelling over the 3 months to 21 November 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
21 Nov 2014
Same period 2013 Same period 2012
Dimensional Modeling
Rank 623 569 641
Rank change year-on-year
-54 +72
Permanent jobs citing Dimensional Modelling 281 362 246
As % of all permanent IT jobs located in the UK 0.25% 0.33% 0.22%
As % of the Processes & Methodologies category 0.30% 0.40% 0.28%
Number of salaries quoted 218 319 222
Average salary £52,500 £55,000 £51,250
Average salary % change year-on-year
-4.54% +7.31%
90% offered a salary of more than £39,250 £40,000 £35,100
10% offered a salary of more than £75,000 £70,000 £65,000
UK excluding London average salary £48,000 £47,500 £47,500
% change year-on-year
+1.05% -

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

Processes & Methodologies Category
UK
Permanent IT job ads with a match in the
Processes & Methodologies category
93682 90341 87311
As % of all permanent IT jobs located in the UK 82.22% 81.64% 79.19%
Number of salaries quoted 76768 73683 73829
Average salary £48,000 £47,500 £45,000
Average salary % change year-on-year
+1.05% +5.55%
90% offered a salary of more than £31,500 £30,000 £30,000
10% offered a salary of more than £72,500 £70,000 £72,500
UK excluding London average salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Dimensional Modelling
Jobs Demand Trend

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

Dimensional Modelling Jobs Demand Trend in the UK

Dimensional Modelling
Salary Trend

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

Dimensional Modelling Salary Trend in the UK

Dimensional Modelling
Salary Histogram

This chart provides a salary histogram for IT jobs citing Dimensional Modelling over the 3 months to 21 November 2014 within the UK.

Dimensional Modelling Salary Histogram in the UK

Dimensional Modelling
Top 30 Job Locations

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Dimensional Modelling within the UK over the 3 months to 21 November 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
England -55 276 £52,500 -4.54% 30
London -51 177 £55,000 -8.33% 19
City of London +28 57 £65,750 +1.15% 7
South East +14 46 £48,000 -4.00% 2
West Midlands +29 37 £46,500 -12.26%
Hampshire - 21 £48,000 - 1
Staffordshire +16 18 £55,250 +70.00%
Stoke-on-Trent - 12 - -
East of England -16 11 £47,500 -17.39% 1
Berkshire +8 10 £75,000 +50.00%
Surrey - 10 £60,000 - 1
Essex -5 8 £47,500 -17.39%
Croydon - 8 £50,000 - 2
Edgware - 8 £48,000 -
Basingstoke - 8 £36,000 - 1
Reading +9 7 £75,000 +100.00%
Brentwood - 6 £47,500 -
Cheshire -4 4 £42,500 - 3
Edinburgh -13 4 £46,250 -7.50% 1
Scotland -15 4 £46,250 -7.50% 1
North West -33 4 £42,500 -22.72% 5
Canary Wharf - 4 £57,500 -
Warwickshire - 4 £46,500 -
South West -15 3 £35,000 -20.00% 1
Cobham - 3 £62,500 - 1
Birmingham -11 2 £40,000 -37.25%
Yorkshire -75 2 £45,000 +15.38% 2
Hertfordshire - 2 - - 1
Dorset - 2 - -
East Sussex - 2 £52,500 -

Dimensional Modelling
Top 30 Related IT Skills

For the 6 months to 21 November 2014, IT jobs within the UK 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.

1 459 (75.49%) SQL
2 434 (71.38%) ETL
3 428 (70.39%) Business Intelligence
4 412 (67.76%) Data Warehouse
5 385 (63.32%) SQL Server
6 268 (44.08%) SQL Server Integration Services
7 243 (39.97%) Oracle
8 207 (34.05%) T-SQL
9 177 (29.11%) Finance
10 172 (28.29%) SQL Server Analysis Services
10 172 (28.29%) Kimball Methodology
11 166 (27.30%) SQL Server Reporting Services
12 162 (26.64%) Agile Software Development
13 142 (23.36%) Cognos
14 136 (22.37%) SQL Server 2008
15 131 (21.55%) Microsoft
16 128 (21.05%) Data Modelling
17 123 (20.23%) MS Excel
18 117 (19.24%) OLAP
19 99 (16.28%) Informatica
20 97 (15.95%) IBM
21 88 (14.47%) Business Objects
22 86 (14.14%) SAP
22 86 (14.14%) Data Analysis
23 83 (13.65%) Scrum
24 79 (12.99%) PL/SQL
25 74 (12.17%) Performance Tuning
26 73 (12.01%) Relational Database
26 73 (12.01%) Analytical Skills
27 68 (11.18%) Microsoft Analysis Services

Dimensional Modelling
Top Related IT Skills by Category

For the 6 months to 21 November 2014, IT jobs within the UK 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 30 (4.93%) SharePoint
2 18 (2.96%) SAS
3 8 (1.32%) Moodle
4 6 (0.99%) IIS
5 3 (0.49%) Apache Pig
6 1 (0.16%) Apache Spark
Applications
1 123 (20.23%) MS Excel
2 18 (2.96%) PowerPivot
3 8 (1.32%) Spreadsheet
4 6 (0.99%) SPSS
5 5 (0.82%) FastStats
6 2 (0.33%) MS PowerPoint
6 2 (0.33%) MS Office
7 1 (0.16%) MS Visio
Business Applications
1 54 (8.88%) Cognos Business Intelligence
2 29 (4.77%) Oracle EBS
3 10 (1.64%) Cognos TM1
4 6 (0.99%) Cognos Planning
5 4 (0.66%) HFM
6 2 (0.33%) Google Analytics
7 1 (0.16%) Oracle EBS R12
7 1 (0.16%) SAP ERP
Cloud Services
1 3 (0.49%) SaaS
Communications & Networking
1 8 (1.32%) Internet
2 4 (0.66%) SAN
2 4 (0.66%) NAS
3 2 (0.33%) FTP
4 1 (0.16%) Radio Access Network
4 1 (0.16%) 4G
4 1 (0.16%) LTE
4 1 (0.16%) Telnet
4 1 (0.16%) 3G
4 1 (0.16%) HTTP
4 1 (0.16%) SNMP
4 1 (0.16%) DNS
4 1 (0.16%) DHCP
4 1 (0.16%) ASN.1
4 1 (0.16%) 2G
Database & Business Intelligence
1 412 (67.76%) Data Warehouse
2 385 (63.32%) SQL Server
3 268 (44.08%) SQL Server Integration Services
4 172 (28.29%) SQL Server Analysis Services
5 166 (27.30%) SQL Server Reporting Services
6 136 (22.37%) SQL Server 2008
7 117 (19.24%) OLAP
8 73 (12.01%) Relational Database
9 68 (11.18%) Microsoft Analysis Services
10 52 (8.55%) Oracle BI EE
11 51 (8.39%) SQL Server 2005
12 49 (8.06%) DataStage
12 49 (8.06%) SQL Server 2012
13 48 (7.89%) SAP Data Services
14 47 (7.73%) OLTP
14 47 (7.73%) RDBMS
15 45 (7.40%) Oracle OLAP
16 43 (7.07%) Cognos Framework Manager
17 42 (6.91%) Star Schema
17 42 (6.91%) Oracle ODI
Development Applications
1 35 (5.76%) Team Foundation Server
2 32 (5.26%) Visual Studio
3 28 (4.61%) Talend Open Studio
4 20 (3.29%) ERwin
5 13 (2.14%) SQL Server Management Studio (SSMS)
6 3 (0.49%) PowerDesigner
7 2 (0.33%) Oracle APEX
General
1 177 (29.11%) Finance
2 41 (6.74%) Games
3 19 (3.13%) Banking
4 16 (2.63%) Telecoms
5 11 (1.81%) Advertising
6 10 (1.64%) Marketing
7 7 (1.15%) Retail
8 5 (0.82%) Online Betting
8 5 (0.82%) Billing
8 5 (0.82%) Front Office
9 4 (0.66%) Pharmaceutical
10 3 (0.49%) Investment Banking
10 3 (0.49%) Manufacturing
11 2 (0.33%) Aerospace
11 2 (0.33%) Law
12 1 (0.16%) Publishing
12 1 (0.16%) Financial Institution
Job Titles
1 376 (61.84%) Developer
2 174 (28.62%) Business Intelligence Developer
3 99 (16.28%) Senior Developer
4 73 (12.01%) SQL Developer
5 70 (11.51%) ETL Developer
6 61 (10.03%) Data Warehouse Developer
7 56 (9.21%) Business Developer
8 53 (8.72%) Analyst
9 52 (8.55%) DBA
10 41 (6.74%) Team Leader
10 41 (6.74%) SQL DBA
11 40 (6.58%) Senior Business Intelligence Developer
12 37 (6.09%) Cognos Developer
13 35 (5.76%) Cognos BI Developer
14 34 (5.59%) Business Analyst
15 31 (5.10%) Oracle Data Warehouse Developer
15 31 (5.10%) Oracle BI Developer
16 28 (4.61%) OBIEE Developer
17 26 (4.28%) SQL Server Developer
17 26 (4.28%) SAP Developer
Libraries, Frameworks & Software Standards
1 49 (8.06%) .NET
2 42 (6.91%) XML
3 41 (6.74%) MDX
4 24 (3.95%) XSLT
5 15 (2.47%) HTML
6 12 (1.97%) ASP.NET
7 11 (1.81%) Web Services
8 7 (1.15%) SAP XI
9 4 (0.66%) CSS
10 3 (0.49%) Middleware
11 2 (0.33%) jQuery
11 2 (0.33%) HTML5
12 1 (0.16%) XHTML
12 1 (0.16%) COM
Miscellaneous
1 73 (12.01%) Analytical Skills
2 62 (10.20%) Data Structures
3 43 (7.07%) Computer Science
4 32 (5.26%) Clustering
5 30 (4.93%) Online Games
6 24 (3.95%) Data Integration
7 23 (3.78%) Management Information System
8 22 (3.62%) Visualisation
9 20 (3.29%) Reference Data
10 15 (2.47%) iPad
11 12 (1.97%) Mathematics
12 10 (1.64%) Data Extraction
13 8 (1.32%) Data Conversion
14 7 (1.15%) Replication
15 5 (0.82%) Data Protection Act
15 5 (0.82%) Physics
16 3 (0.49%) Taxonomies
16 3 (0.49%) Ontologies
16 3 (0.49%) Statistics
17 2 (0.33%) GIS
Operating Systems
1 46 (7.57%) UNIX
2 31 (5.10%) Linux
3 21 (3.45%) Windows
4 15 (2.47%) Android
5 4 (0.66%) Windows Server 2008
5 4 (0.66%) Windows Server 2012
Processes & Methodologies
1 434 (71.38%) ETL
2 428 (70.39%) Business Intelligence
3 172 (28.29%) Kimball Methodology
4 162 (26.64%) Agile Software Development
5 128 (21.05%) Data Modelling
6 86 (14.14%) Data Analysis
7 83 (13.65%) Scrum
8 74 (12.17%) Performance Tuning
9 58 (9.54%) Unit Testing
10 54 (8.88%) Line Management
11 46 (7.57%) Analytics
12 44 (7.24%) Mentoring
13 42 (6.91%) Data Mapping
14 38 (6.25%) Continuous Improvement
15 34 (5.59%) E-Commerce
16 33 (5.43%) Migration
17 29 (4.77%) Data Management
17 29 (4.77%) Change Management
18 28 (4.61%) Refactoring
19 26 (4.28%) Inmon Methodology
Programming Languages
1 459 (75.49%) SQL
2 207 (34.05%) T-SQL
3 79 (12.99%) PL/SQL
4 43 (7.07%) C#
5 16 (2.63%) VB.NET
6 14 (2.30%) JavaScript
7 13 (2.14%) Shell Script
8 11 (1.81%) Java
9 9 (1.48%) VBScript
10 8 (1.32%) R
11 7 (1.15%) C++
12 6 (0.99%) Perl
13 5 (0.82%) VBA
14 4 (0.66%) VB
15 2 (0.33%) Python
16 1 (0.16%) Data Mining Extensions (DMX)
Qualifications
1 55 (9.05%) Degree
2 11 (1.81%) Security Cleared
2 11 (1.81%) Microsoft Certification
3 7 (1.15%) MCTS
4 6 (0.99%) MCSE
5 5 (0.82%) MCITP
6 4 (0.66%) MCSA
7 3 (0.49%) ISEB
7 3 (0.49%) MCP
8 2 (0.33%) SAS Certification
8 2 (0.33%) NVQ Level 3
8 2 (0.33%) ISTQB
9 1 (0.16%) SC Cleared
Quality Assurance & Compliance
1 53 (8.72%) QA
2 16 (2.63%) Data Quality
3 3 (0.49%) SLA
4 2 (0.33%) Sarbanes-Oxley
4 2 (0.33%) Basel II
5 1 (0.16%) ISO 9000
System Software
1 4 (0.66%) VMware Infrastructure
1 4 (0.66%) HDFS
Systems Management
1 3 (0.49%) MOM
Vendors
1 243 (39.97%) Oracle
2 142 (23.36%) Cognos
3 131 (21.55%) Microsoft
4 99 (16.28%) Informatica
5 97 (15.95%) IBM
6 88 (14.47%) Business Objects
7 86 (14.14%) SAP
8 37 (6.09%) PeopleSoft
9 36 (5.92%) Teradata
10 32 (5.26%) Tableau
11 30 (4.93%) MicroStrategy
12 29 (4.77%) Sybase
13 28 (4.61%) Talend
14 27 (4.44%) Ab Initio
15 21 (3.45%) Netezza
16 16 (2.63%) Vertica
17 10 (1.64%) Red Gate
18 7 (1.15%) Hyperion
19 6 (0.99%) Adobe
20 5 (0.82%) Birst
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