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 17 April 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
17 Apr 2015
Same period 2014 Same period 2013
Dimensional Modeling
Rank 674 625 593
Rank change year-on-year
-49 -32
Permanent jobs citing Dimensional Modelling 230 330 309
As % of all permanent IT jobs located in the UK 0.21% 0.27% 0.27%
As % of the Processes & Methodologies category 0.25% 0.33% 0.34%
Number of salaries quoted 187 271 227
Average salary £50,000 £50,000 £52,500
Average salary % change year-on-year
- -4.76%
90% offered a salary of more than £37,500 £37,500 £36,000
10% offered a salary of more than £70,000 £70,000 £65,000
UK excluding London average salary £45,000 £43,500 £43,000
% change year-on-year
+3.44% +1.16%

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
92198 99056 90547
As % of all permanent IT jobs located in the UK 83.20% 82.02% 80.15%
Number of salaries quoted 74623 79502 74331
Average salary £50,000 £47,500 £46,000
Average salary % change year-on-year
+5.26% +3.26%
90% offered a salary of more than £32,000 £30,500 £30,000
10% offered a salary of more than £75,000 £70,000 £72,500
UK excluding London average salary £44,000 £42,500 £40,000
% change year-on-year
+3.52% +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 17 April 2015 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 17 April 2015. 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 -52 212 £50,000 - 16
London -28 128 £55,000 -6.77% 9
City of London +15 31 £51,000 -7.27% 3
South East +2 31 £46,500 -2.10%
South West +5 19 £45,500 +13.75% 4
Hampshire +14 17 £46,500 +12.04%
Yorkshire -6 12 £40,000 - 2
Scotland +18 11 £39,000 -22.00% 1
East of England +21 10 £44,500 +12.65%
Gloucestershire -3 10 £43,500 +8.75% 4
North Yorkshire +27 8 £40,000 +6.66%
Skipton +4 8 £40,000 +6.66%
Hertfordshire 0 8 £44,500 -
Gloucester - 8 £40,000 - 2
Glasgow +15 7 £36,000 -10.00% 1
Berkshire -4 7 £52,500 -4.54%
Reading -9 7 £52,500 -4.54%
West Midlands -40 7 £51,500 +3.00%
Somerset - 6 £53,250 -
Wales - 6 £50,000 -
Buckinghamshire +6 5 £45,000 -
Hemel Hempstead - 5 £46,500 -
Taunton - 5 £70,000 -
Edinburgh +8 4 £45,000 -10.00%
Staffordshire -7 4 £51,500 -14.16%
South Wales - 4 £57,500 -
North West -10 3 £42,500 - 1
Basingstoke - 3 £36,500 -
Borehamwood - 3 £40,000 -
Cambridgeshire +4 2 £48,750 +23.41%

Dimensional Modelling
Top 30 Related IT Skills

For the 6 months to 17 April 2015, 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.

1 402 (80.40%) Business Intelligence
2 367 (73.40%) Data Warehouse
3 333 (66.60%) SQL
4 296 (59.20%) ETL
5 269 (53.80%) SQL Server
6 264 (52.80%) SQL Server Integration Services
7 187 (37.40%) Oracle
8 181 (36.20%) T-SQL
9 176 (35.20%) SQL Server Analysis Services
10 173 (34.60%) SQL Server Reporting Services
11 158 (31.60%) Data Modelling
12 149 (29.80%) Kimball Methodology
13 137 (27.40%) Agile Software Development
14 136 (27.20%) Microsoft
15 128 (25.60%) Finance
16 120 (24.00%) SQL Server 2008
17 101 (20.20%) MS Excel
18 85 (17.00%) Informatica
19 80 (16.00%) Cognos
20 76 (15.20%) Analytics
21 70 (14.00%) Business Objects
22 69 (13.80%) SQL Server 2005
23 67 (13.40%) OLAP
24 65 (13.00%) Performance Tuning
25 63 (12.60%) Analytical Skills
26 62 (12.40%) Relational Database
26 62 (12.40%) Big Data
26 62 (12.40%) Microsoft Analysis Services
27 55 (11.00%) PL/SQL
28 48 (9.60%) Hadoop

Dimensional Modelling
Top Related IT Skills by Category

For the 6 months to 17 April 2015, 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 41 (8.20%) SharePoint
2 32 (6.40%) SAS
3 11 (2.20%) Apache Pig
4 6 (1.20%) SharePoint 2010
5 5 (1.00%) Apache Spark
5 5 (1.00%) Moodle
6 3 (0.60%) Oracle Application Server
6 3 (0.60%) WebLogic
7 2 (0.40%) Oracle Workflow
8 1 (0.20%) PowerExchange
Applications
1 101 (20.20%) MS Excel
2 18 (3.60%) PowerPivot
3 5 (1.00%) SPSS
4 2 (0.40%) MS Office
Business Applications
1 32 (6.40%) Cognos Business Intelligence
2 22 (4.40%) Oracle EBS
3 5 (1.00%) Dynamics CRM
4 3 (0.60%) Oracle BPM
5 1 (0.20%) ResourceLink
5 1 (0.20%) Cognos TM1
Cloud Services
1 14 (2.80%) Amazon AWS
2 6 (1.20%) Microsoft Azure
3 4 (0.80%) SaaS
Communications & Networking
1 3 (0.60%) LDAP
1 3 (0.60%) Internet
Database & Business Intelligence
1 367 (73.40%) Data Warehouse
2 269 (53.80%) SQL Server
3 264 (52.80%) SQL Server Integration Services
4 176 (35.20%) SQL Server Analysis Services
5 173 (34.60%) SQL Server Reporting Services
6 120 (24.00%) SQL Server 2008
7 69 (13.80%) SQL Server 2005
8 67 (13.40%) OLAP
9 62 (12.40%) Microsoft Analysis Services
9 62 (12.40%) Big Data
9 62 (12.40%) Relational Database
10 48 (9.60%) Hadoop
11 43 (8.60%) QlikView
11 43 (8.60%) OLTP
12 35 (7.00%) Data Mart
12 35 (7.00%) Oracle ODI
12 35 (7.00%) Cognos Framework Manager
13 33 (6.60%) DataStage
14 29 (5.80%) MySQL
14 29 (5.80%) Oracle Database
Development Applications
1 21 (4.20%) Team Foundation Server
2 13 (2.60%) Visual Studio
2 13 (2.60%) ERwin
3 12 (2.40%) JIRA
3 12 (2.40%) Git (software)
4 9 (1.80%) PowerDesigner
5 8 (1.60%) Talend Open Studio
6 3 (0.60%) Subversion
6 3 (0.60%) VSS/SourceSafe
6 3 (0.60%) Mercurial
7 1 (0.20%) Rational Rose
7 1 (0.20%) Toad
General
1 128 (25.60%) Finance
2 47 (9.40%) Banking
3 23 (4.60%) Marketing
4 16 (3.20%) Retail
5 11 (2.20%) Games
6 8 (1.60%) Investment Banking
7 7 (1.40%) Music Industry
8 5 (1.00%) Telecoms
9 4 (0.80%) Pharmaceutical
10 3 (0.60%) Advertising
11 2 (0.40%) Publishing
11 2 (0.40%) Law
11 2 (0.40%) Legal
11 2 (0.40%) Retail Banking
11 2 (0.40%) Billing
12 1 (0.20%) Online Betting
12 1 (0.20%) Financial Institution
12 1 (0.20%) Back Office
Job Titles
1 271 (54.20%) Developer
2 165 (33.00%) Business Intelligence Developer
3 76 (15.20%) Analyst
4 57 (11.40%) Architect
5 51 (10.20%) Senior Developer
6 49 (9.80%) SQL Developer
7 47 (9.40%) Business Analyst
7 47 (9.40%) Business Intelligence Analyst
8 44 (8.80%) Business Developer
9 34 (6.80%) Data Architect
10 32 (6.40%) Consultant
10 32 (6.40%) Senior Business Intelligence Developer
11 29 (5.80%) Project Manager
12 28 (5.60%) DBA
12 28 (5.60%) Senior Analyst
13 27 (5.40%) Oracle Developer
13 27 (5.40%) Cognos Developer
14 26 (5.20%) Cognos BI Developer
14 26 (5.20%) Data Warehouse Developer
15 18 (3.60%) ETL Developer
Libraries, Frameworks & Software Standards
1 37 (7.40%) .NET
2 34 (6.80%) XML
3 32 (6.40%) MDX
4 23 (4.60%) Web Services
5 19 (3.80%) ASP.NET
6 18 (3.60%) Oracle GoldenGate
7 17 (3.40%) HTML
8 8 (1.60%) Middleware
9 6 (1.20%) SAP XI
10 5 (1.00%) jQuery
11 4 (0.80%) HTML5
12 3 (0.60%) JPA
12 3 (0.60%) Oracle Fusion
12 3 (0.60%) XSD
12 3 (0.60%) XSLT
12 3 (0.60%) XML Schema
13 2 (0.40%) Kafka
13 2 (0.40%) Akka
14 1 (0.20%) AngularJS
14 1 (0.20%) Spring
Miscellaneous
1 63 (12.60%) Analytical Skills
2 42 (8.40%) Data Integration
3 32 (6.40%) Replication
4 28 (5.60%) Management Information System
4 28 (5.60%) Data Structures
5 27 (5.40%) Clustering
6 25 (5.00%) Reference Data
7 20 (4.00%) Computer Science
8 14 (2.80%) Data Extraction
9 10 (2.00%) Visualisation
10 6 (1.20%) Online Games
10 6 (1.20%) Economics
10 6 (1.20%) Statistics
11 5 (1.00%) Data Protection Act
12 4 (0.80%) Open Source
13 3 (0.60%) W3C
14 2 (0.40%) Wiki
14 2 (0.40%) Taxonomies
14 2 (0.40%) Ontologies
14 2 (0.40%) Enterprise Software
Operating Systems
1 15 (3.00%) Linux
2 14 (2.80%) UNIX
3 3 (0.60%) Windows
Processes & Methodologies
1 402 (80.40%) Business Intelligence
2 296 (59.20%) ETL
3 158 (31.60%) Data Modelling
4 149 (29.80%) Kimball Methodology
5 137 (27.40%) Agile Software Development
6 76 (15.20%) Analytics
7 65 (13.00%) Performance Tuning
8 46 (9.20%) Data Analysis
9 44 (8.80%) Scrum
10 32 (6.40%) Data Architecture
11 30 (6.00%) Data Management
12 27 (5.40%) Continuous Improvement
13 26 (5.20%) Logical Data Model
14 24 (4.80%) Change Management
15 23 (4.60%) Migration
15 23 (4.60%) CRM
16 22 (4.40%) Kanban
17 21 (4.20%) Data Mapping
18 20 (4.00%) Waterfall
18 20 (4.00%) Data Transformation
Programming Languages
1 333 (66.60%) SQL
2 181 (36.20%) T-SQL
3 55 (11.00%) PL/SQL
4 30 (6.00%) Java
5 28 (5.60%) C#
6 15 (3.00%) C
7 13 (2.60%) Python
8 12 (2.40%) Data Analysis Expressions (DAX)
9 11 (2.20%) JavaScript
10 8 (1.60%) Ruby
10 8 (1.60%) R
11 5 (1.00%) PowerShell
11 5 (1.00%) VBScript
12 4 (0.80%) Perl
13 3 (0.60%) C++
13 3 (0.60%) VBA
13 3 (0.60%) Bash Shell
13 3 (0.60%) XPath
14 2 (0.40%) Scala
15 1 (0.20%) VB.NET
Qualifications
1 46 (9.20%) Degree
2 8 (1.60%) Security Cleared
3 4 (0.80%) DV Cleared
4 2 (0.40%) MCP
4 2 (0.40%) Microsoft Certification
4 2 (0.40%) ITIL Certification
5 1 (0.20%) MCTS
Quality Assurance & Compliance
1 32 (6.40%) Data Quality
2 11 (2.20%) QA
3 7 (1.40%) SLA
4 5 (1.00%) Sarbanes-Oxley
4 5 (1.00%) Basel II
System Software
1 6 (1.20%) HDFS
2 5 (1.00%) Oracle RAC
2 5 (1.00%) Apache Flume
3 3 (0.60%) Oracle Clusterware
Systems Management
1 5 (1.00%) MOM
1 5 (1.00%) Data Guard
2 4 (0.80%) Oozie
3 3 (0.60%) Oracle Flashback
3 3 (0.60%) Oracle RMAN
3 3 (0.60%) Oracle Enterprise Manager
Vendors
1 187 (37.40%) Oracle
2 136 (27.20%) Microsoft
3 85 (17.00%) Informatica
4 80 (16.00%) Cognos
5 70 (14.00%) Business Objects
6 41 (8.20%) Ab Initio
7 36 (7.20%) Teradata
8 32 (6.40%) Tableau
9 21 (4.20%) IBM
10 18 (3.60%) Netezza
11 16 (3.20%) MicroStrategy
12 15 (3.00%) SAP
13 14 (2.80%) Vertica
14 8 (1.60%) Talend
14 8 (1.60%) Siebel
15 6 (1.20%) Birst
16 5 (1.00%) Cloudera
17 4 (0.80%) Greenplum
18 3 (0.60%) Red Gate
18 3 (0.60%) Dundas
Blackburn, Lancashire
Applause IT Innovation
Salary: £35000 - £42000 per annum + Benefits
Posted: 14 hours ago
London
ANSON MCCADE
Salary: £60-90k + bonus
Posted: 18 hours ago
London
Computer Futures
Salary: competitive
Posted: Yesterday
Gloucester
Huxley Banking & Financial Services
Salary: £35000 - £45000 per annum + Package
Posted: Yesterday
London
Coal IT Services
Salary: From £55,000 to £60,000 per annum
Posted: Yesterday
London
Exposed Solutions
Salary: £35000 - £45000 per annum
Posted: Yesterday
Sheffield, South Yorkshire
Hotfoot Recruitment
Salary: c£30K + 10% Bonus + Fantastic Benefits + Flexible Working + 25 Days Ho
Posted: 2 days ago
City, London
Eutopia Solutions Ltd
Salary: £55000 - £60000 per annum + Pension
Posted: 2 days ago
London
ANSON MCCADE
Salary: £50,000 - £100,000k plus outstanding package
Posted: 3 days ago
London
ANSON MCCADE
Salary: £50 - £70k plus competitive package
Posted: 4 days ago
Gloucestershire
McGregor Boyall
Salary: £45000 - £55000 per annum + benefits
Posted: 4 days ago
Gloucester
Real Staffing
Salary: £36000 - £43000 per annum + competitive
Posted: 16 days ago
Gloucestershire
Huxley Banking & Financial Services
Salary: £35000 - £45000 per annum + Package
Posted: 17 days ago
City of London
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Salary: £40000 - £50000 per annum + bonus, benefits
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