The table below looks at the statistics for Dimensional Modelling skills in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited Dimensional Modelling over the 3 months to 26 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Aug 2016
Same period 2015 Same period 2014
Dimensional Modelling
Rank 742 696 680
Rank change year-on-year
-46 -16
Permanent jobs citing Dimensional Modelling 170 262 320
As % of all permanent IT jobs located in the UK 0.17% 0.24% 0.27%
As % of the Processes & Methodologies category 0.20% 0.27% 0.32%
Number of salaries quoted 149 208 220
Median salary £50,000 £55,000 £52,500
Median salary % change year-on-year
-9.09% +4.76%
90% offered a salary of more than £37,900 £40,350 £38,500
10% offered a salary of more than £75,000 £75,000 £63,500
UK excluding London median salary £42,500 £50,000 £45,000
% change year-on-year
-15.00% +11.11%

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
86109 95786 100064
As % of all permanent IT jobs located in the UK 88.02% 87.52% 85.36%
Number of salaries quoted 72031 78787 79868
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £32,500 £32,500 £31,000
10% offered a salary of more than £77,500 £72,500 £75,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Dimensional Modelling
Jobs Demand Trend

The demand trend of job ads citing Dimensional Modelling as a proportion of all IT jobs with a match in 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 26 August 2016 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 median salaries quoted in IT jobs citing Dimensional Modelling within the UK over the 3 months to 26 August 2016. 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
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England -29 158 £50,000 -13.04% 17
London +3 85 £60,000 +4.34% 6
City of London +21 15 £62,500 +8.69% 3
South East +14 15 £54,500 -12.80% 4
South West -1 14 £42,500 -22.72% 1
West Midlands -32 14 £42,500 -2.85% 3
Oxfordshire - 9 £52,000 - 2
Yorkshire +32 8 £47,500 +26.66% 2
East of England +30 8 £37,500 -24.24%
Bristol +12 7 £43,000 -28.33% 1
Peterborough - 7 £37,000 -
Cambridgeshire - 7 £37,000 -
North West +17 6 £40,000 - 1
Berkshire -5 6 £55,000 +2.32% 2
Belfast - 5 £40,000 -
Northern Ireland - 5 £40,000 -
County Antrim - 5 £40,000 -
Slough +15 4 £55,000 +4.76%
Scotland +4 4 £37,000 -12.94%
Birmingham -11 4 £41,250 -41.07%
North East - 4 £38,750 -
Oxford - 4 £44,500 - 2
Glasgow +10 3 £37,000 -8.64%
Lichfield -11 3 £50,000 -9.09% 1
Staffordshire -26 3 £50,000 +17.64% 1
Bath - 3 £35,000 -
Lancashire - 3 £37,500 -
Tyne and Wear - 3 £37,500 -
Newcastle upon Tyne - 3 £37,500 -
Somerset - 3 £35,000 -

Dimensional Modelling
Top 30 Related IT Skills

For the 6 months to 26 August 2016, IT 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 job ads with a requirement for Dimensional Modelling.

1 340 (87.40%) Business Intelligence
2 320 (82.26%) Data Warehouse
3 264 (67.87%) ETL
4 258 (66.32%) SQL
5 187 (48.07%) SQL Server
6 161 (41.39%) Oracle
7 156 (40.10%) Kimball Methodology
8 145 (37.28%) SQL Server Integration Services
9 134 (34.45%) SQL Server Reporting Services
10 133 (34.19%) Finance
11 112 (28.79%) SQL Server Analysis Services
12 109 (28.02%) Microsoft
13 103 (26.48%) Agile Software Development
13 103 (26.48%) Analytics
14 88 (22.62%) T-SQL
15 84 (21.59%) Analytical Skills
16 79 (20.31%) Informatica
17 74 (19.02%) BusinessObjects
17 74 (19.02%) SDLC
18 70 (17.99%) Degree
19 69 (17.74%) OLAP
20 68 (17.48%) Data Modelling
21 67 (17.22%) MS Excel
21 67 (17.22%) PL/SQL
22 66 (16.97%) Relational Database
22 66 (16.97%) SQL Server 2012
22 66 (16.97%) Tableau
23 65 (16.71%) Data Quality
24 56 (14.40%) MDX
24 56 (14.40%) Big Data

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 24 (6.17%) SharePoint
2 22 (5.66%) SAS
3 3 (0.77%) Apache Pig
3 3 (0.77%) Apache Spark
3 3 (0.77%) Oracle Application Server
3 3 (0.77%) WebLogic
4 2 (0.51%) Apache
Applications
1 67 (17.22%) MS Excel
2 4 (1.03%) MS Visio
3 3 (0.77%) MS Office
4 1 (0.26%) Spreadsheet
4 1 (0.26%) SPSS
Business Applications
1 13 (3.34%) Oracle EBS R12
2 11 (2.83%) Cognos Business Intelligence
3 10 (2.57%) Cognos TM1
4 4 (1.03%) WebTrends
5 3 (0.77%) Oracle BPM
6 2 (0.51%) Dynamics AX
6 2 (0.51%) Dynamics CRM
6 2 (0.51%) Maximo
6 2 (0.51%) TRIRIGA
Cloud Services
1 10 (2.57%) Amazon AWS
1 10 (2.57%) Microsoft Azure
2 5 (1.29%) Google Analytics
3 3 (0.77%) Amazon EMR
3 3 (0.77%) Amazon S3
4 1 (0.26%) SaaS
Communications & Networking
1 3 (0.77%) Internet
2 1 (0.26%) Network Security
Database & Business Intelligence
1 320 (82.26%) Data Warehouse
2 187 (48.07%) SQL Server
3 145 (37.28%) SQL Server Integration Services
4 134 (34.45%) SQL Server Reporting Services
5 112 (28.79%) SQL Server Analysis Services
6 74 (19.02%) BusinessObjects
7 69 (17.74%) OLAP
8 66 (16.97%) Relational Database
8 66 (16.97%) SQL Server 2012
9 56 (14.40%) Big Data
9 56 (14.40%) Oracle BI EE
10 55 (14.14%) Oracle Database
11 52 (13.37%) QlikView
12 51 (13.11%) SQL Server 2008
13 46 (11.83%) Oracle Reports
14 44 (11.31%) Hadoop
15 43 (11.05%) OLAP Cube
16 41 (10.54%) Microsoft Analysis Services
17 37 (9.51%) SQL Server 2014
18 35 (9.00%) Oracle Database 11g
Development Applications
1 18 (4.63%) JIRA
2 13 (3.34%) Team Foundation Server
3 8 (2.06%) Talend Open Studio
4 7 (1.80%) ERwin
5 5 (1.29%) PVCS
5 5 (1.29%) Toad
6 3 (0.77%) Visual Studio
7 1 (0.26%) Jenkins
7 1 (0.26%) PowerDesigner
7 1 (0.26%) SQL Server Management Studio (SSMS)
General
1 133 (34.19%) Finance
2 30 (7.71%) Retail
3 23 (5.91%) Banking
4 16 (4.11%) Telecoms
5 14 (3.60%) Marketing
5 14 (3.60%) Publishing
6 12 (3.08%) Games
6 12 (3.08%) Investment Banking
7 9 (2.31%) Legal
8 6 (1.54%) Automotive
9 5 (1.29%) Billing
10 4 (1.03%) Front Office
10 4 (1.03%) Manufacturing
11 2 (0.51%) Financial Institution
11 2 (0.51%) Law
11 2 (0.51%) Pharmaceutical
11 2 (0.51%) Retail Banking
12 1 (0.26%) Back Office
12 1 (0.26%) General Ledger
Job Titles
1 192 (49.36%) Developer
2 105 (26.99%) Business Intelligence Developer
3 60 (15.42%) Consultant
3 60 (15.42%) SQL Developer
4 54 (13.88%) Analyst
5 46 (11.83%) SQL BI Developer
6 43 (11.05%) Data Warehouse Developer
7 40 (10.28%) Architect
8 32 (8.23%) Data Architect
9 26 (6.68%) Data Consultant
10 24 (6.17%) Business Intelligence Analyst
10 24 (6.17%) Oracle Developer
11 21 (5.40%) SSAS Developer
12 19 (4.88%) Business Intelligence Lead
12 19 (4.88%) SSIS Developer
13 18 (4.63%) ETL Developer
13 18 (4.63%) OBIEE Consultant
13 18 (4.63%) Oracle Consultant
14 17 (4.37%) Data Engineer
14 17 (4.37%) Data Warehouse Consultant
Libraries, Frameworks & Software Standards
1 56 (14.40%) MDX
2 15 (3.86%) XML
3 11 (2.83%) Oracle GoldenGate
3 11 (2.83%) Web Services
4 10 (2.57%) .NET
5 8 (2.06%) Velocity
6 5 (1.29%) Kafka
7 4 (1.03%) XSLT
8 3 (0.77%) HTML
8 3 (0.77%) Middleware
8 3 (0.77%) ODBC
8 3 (0.77%) Oracle Fusion
8 3 (0.77%) XML Schema
8 3 (0.77%) XSD
9 2 (0.51%) SOAP
9 2 (0.51%) SQLAlchemy
10 1 (0.26%) Akka
10 1 (0.26%) ASP.NET
10 1 (0.26%) CSS
10 1 (0.26%) jQuery
Miscellaneous
1 84 (21.59%) Analytical Skills
2 40 (10.28%) Data Integration
3 39 (10.03%) Visualisation
4 26 (6.68%) Computer Science
5 17 (4.37%) Management Information System
6 14 (3.60%) Enterprise Software
6 14 (3.60%) Fintech
7 13 (3.34%) Economics
8 12 (3.08%) Credit Risk
8 12 (3.08%) Online Games
8 12 (3.08%) Statistics
9 11 (2.83%) Replication
10 10 (2.57%) Mathematics
11 6 (1.54%) Data Structures
12 5 (1.29%) Data Extraction
13 3 (0.77%) Cybercrime
13 3 (0.77%) Data Conversion
13 3 (0.77%) W3C
14 2 (0.51%) Data Centre
14 2 (0.51%) Mobile Computing
Operating Systems
1 10 (2.57%) Unix
2 7 (1.80%) Linux
3 3 (0.77%) Windows
4 1 (0.26%) Windows Server 2012
Processes & Methodologies
1 340 (87.40%) Business Intelligence
2 264 (67.87%) ETL
3 156 (40.10%) Kimball Methodology
4 103 (26.48%) Agile Software Development
4 103 (26.48%) Analytics
5 74 (19.02%) SDLC
6 68 (17.48%) Data Modelling
7 51 (13.11%) Performance Tuning
8 43 (11.05%) Data Management
8 43 (11.05%) Project Management
9 39 (10.03%) Data Analytics
10 34 (8.74%) Data Architecture
11 33 (8.48%) Mentoring
12 32 (8.23%) Scrum
13 29 (7.46%) Data Analysis
14 27 (6.94%) Dashboard Development
14 27 (6.94%) Data Governance
14 27 (6.94%) Migration
15 24 (6.17%) E-Commerce
16 22 (5.66%) DNA
Programming Languages
1 258 (66.32%) SQL
2 88 (22.62%) T-SQL
3 67 (17.22%) PL/SQL
4 23 (5.91%) C#
5 21 (5.40%) Java
6 16 (4.11%) VBA
7 15 (3.86%) C
7 15 (3.86%) R
8 14 (3.60%) Data Analysis Expressions (DAX)
9 8 (2.06%) Shell Script
10 5 (1.29%) Python
10 5 (1.29%) VB.NET
11 3 (0.77%) XPath
12 2 (0.51%) PowerShell
13 1 (0.26%) C++
13 1 (0.26%) JavaScript
13 1 (0.26%) PHP
13 1 (0.26%) VB
Qualifications
1 70 (17.99%) Degree
2 7 (1.80%) HND
2 7 (1.80%) IBM Certification
3 5 (1.29%) DV Cleared
3 5 (1.29%) Security Cleared
4 4 (1.03%) HNC
5 3 (0.77%) ISEB
6 1 (0.26%) APMP
6 1 (0.26%) MCITP
6 1 (0.26%) MCSE
6 1 (0.26%) Microsoft Certification
6 1 (0.26%) PMP
Quality Assurance & Compliance
1 65 (16.71%) Data Quality
2 26 (6.68%) QA
3 9 (2.31%) SLA
4 3 (0.77%) PCI DSS
5 1 (0.26%) Solvency II
System Software
1 4 (1.03%) Oracle RAC
2 3 (0.77%) Oracle Clusterware
Systems Management
1 4 (1.03%) Control-M
1 4 (1.03%) Data Guard
2 3 (0.77%) Hadoop YARN
2 3 (0.77%) Oracle Flashback
2 3 (0.77%) Oracle RMAN
Vendors
1 161 (41.39%) Oracle
2 109 (28.02%) Microsoft
3 79 (20.31%) Informatica
4 66 (16.97%) Tableau
5 34 (8.74%) Cognos
6 28 (7.20%) Teradata
7 25 (6.43%) Hyperion
8 21 (5.40%) IBM
8 21 (5.40%) MicroStrategy
9 18 (4.63%) Netezza
9 18 (4.63%) SAP
10 14 (3.60%) Ab Initio
11 11 (2.83%) Sybase
12 10 (2.57%) Anaplan
13 8 (2.06%) Talend
14 5 (1.29%) Google
14 5 (1.29%) Omniture
14 5 (1.29%) Vertica
15 4 (1.03%) Alteryx
15 4 (1.03%) Greenplum
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Sanderson
Salary: £40000.00 - £55000.00 per annum
Posted: 18 hours ago
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Computershare Investor Services
Salary: Employee Share Plan
Posted: 10 hours ago
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Salary: £50k - 65k per year + Benefits
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Bingley, West Yorkshire
The Bridge Ltd
Salary: Annual Bonus, 33 days Holiday, Cont Pension, Life Assurance
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Lichfield, Staffordshire
Spring Technology
Salary: £30000.00 - £40000.00 per annum
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £85,000 - £95,000
Posted: 2 days ago
Reading, Berkshire
PRUDENTIAL
Posted: 4 days ago
City of London
Computer Futures
Salary: £50000 - £80000 per annum + car, bonus
Posted: 4 days ago
London
Opus Resourcing Ltd
Salary: £75000 - £90000 per annum + Bens + Bonus to 20%
Posted: 3 days ago
City, London
Royal Mail Group
Salary: Excellent Salary & Benefits
Posted: 8 days ago
Barrow-In-Furness, Cumbria
BAE Systems
Posted: 9 days ago
Oxford
Hays West And Wales
Salary: £57000.00 - £60000.00 per annum + Benefits
Posted: 14 days ago
Coventry, West Midlands (County)
The Coventry Building Society
Salary: £27k - 49k per year
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Oxford
Hays West And Wales
Salary: £53000.00 - £55000.00 per annum + Benefits
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London
BAE Systems Applied Intelligence Ltd
Salary: Competitive + Benefits
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West Midlands
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Salary: £60000 - £70000 per annum + Benefits
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