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 6 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
6 Dec 2016
Same period 2015 Same period 2014
Dimensional Modelling
Rank 735 726 704
Rank change year-on-year
-9 -22
Permanent jobs citing Dimensional Modelling 151 219 278
As % of all permanent IT jobs located in the UK 0.16% 0.21% 0.25%
As % of the Processes & Methodologies category 0.19% 0.24% 0.29%
Number of salaries quoted 129 167 216
Median salary £52,500 £52,500 £52,500
90% offered a salary of more than £40,000 £35,110 £37,500
10% offered a salary of more than £77,500 £65,000 £75,000
UK excluding London median salary £45,000 £47,500 £47,500
% change year-on-year
-5.26% -

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
80857 93075 97015
As % of all permanent IT jobs located in the UK 88.10% 87.55% 85.70%
Number of salaries quoted 66648 76857 79740
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 6 December 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 6 December 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 +18 150 £52,500 -4.54% 16
London +42 86 £60,000 - 5
South East +62 34 £51,250 +7.89% 2
City of London +33 27 £60,000 -2.04% 2
West Sussex - 9 £57,500 -
Berkshire +40 7 £50,000 +5.26% 2
Surrey +19 7 £80,000 +88.23%
East of England +18 7 £45,000 +8.43% 1
West Midlands -24 7 £40,000 -15.78% 2
Egham - 7 £80,000 -
North East +5 6 £40,000 +23.07%
Durham +19 5 £41,250 +17.24%
South West +4 5 £40,750 -27.23% 1
Darlington - 5 £41,250 -
Yorkshire +18 4 £40,000 +18.51% 2
Hampshire -4 4 £35,000 -19.54%
Hertfordshire +6 3 £45,000 -28.00%
Maidenhead +2 3 £50,000 +5.26%
Gloucestershire -17 3 £41,500 -
West Bromwich - 3 £40,000 -
Lancashire - 3 £40,000 -
West Yorkshire - 3 £40,500 -
Gloucester - 3 £41,500 -
Wokingham - 3 £50,000 - 1
Borehamwood - 3 £45,000 -
Bedfordshire - 3 £37,500 - 1
North West - 3 £42,500 - 1
Buckinghamshire +10 2 - -
Cambridgeshire +6 2 - -
Portsmouth +2 2 £39,750 -11.66%

Dimensional Modelling
Top 30 Related IT Skills

For the 6 months to 6 December 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.

1 257 (79.08%) Business Intelligence
2 237 (72.92%) Data Warehouse
3 234 (72.00%) SQL
4 189 (58.15%) ETL
5 170 (52.31%) SQL Server
6 135 (41.54%) SQL Server Integration Services
7 119 (36.62%) Kimball Methodology
8 103 (31.69%) SQL Server Reporting Services
9 98 (30.15%) Finance
10 97 (29.85%) T-SQL
11 94 (28.92%) Oracle
12 92 (28.31%) SQL Server Analysis Services
13 88 (27.08%) Analytics
14 86 (26.46%) Data Modelling
15 83 (25.54%) Agile Software Development
16 68 (20.92%) Microsoft
17 65 (20.00%) OLAP
18 64 (19.69%) Cognos
19 61 (18.77%) Relational Database
20 52 (16.00%) Big Data
21 51 (15.69%) Analytical Skills
22 50 (15.38%) MDX
23 48 (14.77%) SQL Server 2012
24 47 (14.46%) Data Quality
25 46 (14.15%) Visualisation
25 46 (14.15%) Degree
26 44 (13.54%) Microsoft Analysis Services
26 44 (13.54%) Hadoop
27 43 (13.23%) MS Excel
28 40 (12.31%) Retail

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 15 (4.62%) SharePoint
2 11 (3.38%) SAS
3 8 (2.46%) Apache Pig
4 2 (0.62%) Apache Spark
5 1 (0.31%) Apache Airflow
5 1 (0.31%) Luigi
Applications
1 43 (13.23%) MS Excel
2 8 (2.46%) MS Visio
3 4 (1.23%) MS Office
Business Applications
1 37 (11.38%) Cognos Business Intelligence
2 15 (4.62%) Cognos TM1
3 12 (3.69%) Cognos Planning
4 4 (1.23%) WebTrends
5 2 (0.62%) Dynamics CRM
5 2 (0.62%) Maximo
5 2 (0.62%) TRIRIGA
6 1 (0.31%) Dynamics AX
Cloud Services
1 26 (8.00%) Amazon AWS
2 21 (6.46%) Amazon S3
3 16 (4.92%) Amazon EMR
4 13 (4.00%) GitHub
5 5 (1.54%) Microsoft Azure
6 4 (1.23%) Google Analytics
6 4 (1.23%) Google Cloud Platform
7 3 (0.92%) Amazon EC2
7 3 (0.92%) SaaS
Communications & Networking
1 13 (4.00%) Internet
Database & Business Intelligence
1 237 (72.92%) Data Warehouse
2 170 (52.31%) SQL Server
3 135 (41.54%) SQL Server Integration Services
4 103 (31.69%) SQL Server Reporting Services
5 92 (28.31%) SQL Server Analysis Services
6 65 (20.00%) OLAP
7 61 (18.77%) Relational Database
8 52 (16.00%) Big Data
9 48 (14.77%) SQL Server 2012
10 44 (13.54%) Hadoop
10 44 (13.54%) Microsoft Analysis Services
11 40 (12.31%) QlikView
12 38 (11.69%) BusinessObjects
13 35 (10.77%) SQL Server 2008
14 30 (9.23%) SQL Server 2014
15 29 (8.92%) Oracle OLAP
16 28 (8.62%) Power BI
16 28 (8.62%) SQL Server 2005
17 27 (8.31%) MySQL
17 27 (8.31%) OLAP Cube
Development Applications
1 21 (6.46%) JIRA
2 15 (4.62%) SQL Server Management Studio (SSMS)
3 13 (4.00%) Talend Open Studio
4 10 (3.08%) Team Foundation Server
5 9 (2.77%) ERwin
5 9 (2.77%) Jenkins
5 9 (2.77%) Vagrant
6 6 (1.85%) Git (software)
6 6 (1.85%) MSBuild
7 5 (1.54%) Cucumber
8 3 (0.92%) Visual Studio
General
1 98 (30.15%) Finance
2 40 (12.31%) Retail
3 16 (4.92%) Games
4 12 (3.69%) Banking
5 9 (2.77%) Marketing
6 8 (2.46%) Manufacturing
7 6 (1.85%) Retail Banking
7 6 (1.85%) Telecoms
8 5 (1.54%) Publishing
9 4 (1.23%) Advertising
9 4 (1.23%) Billing
10 2 (0.62%) Automotive
10 2 (0.62%) Legal
10 2 (0.62%) Music Industry
10 2 (0.62%) Pharmaceutical
11 1 (0.31%) Financial Institution
11 1 (0.31%) Front Office
Job Titles
1 151 (46.46%) Developer
2 79 (24.31%) Business Intelligence Developer
3 60 (18.46%) Analyst
4 51 (15.69%) SQL Developer
5 40 (12.31%) Architect
6 35 (10.77%) Data Architect
7 29 (8.92%) Consultant
8 25 (7.69%) SQL BI Developer
9 24 (7.38%) Business Intelligence Analyst
9 24 (7.38%) SSIS Developer
10 19 (5.85%) Business Intelligence Specialist
10 19 (5.85%) Cognos Specialist
11 18 (5.54%) Data Warehouse Developer
11 18 (5.54%) Oracle Developer
12 17 (5.23%) Data Warehouse Architect
12 17 (5.23%) ETL Developer
13 16 (4.92%) Analyst Developer
13 16 (4.92%) SSRS Developer
13 16 (4.92%) TM1 Consultant
14 15 (4.62%) Big Data Architect
Libraries, Frameworks & Software Standards
1 50 (15.38%) MDX
2 18 (5.54%) .NET
3 15 (4.62%) Kafka
4 13 (4.00%) Oracle GoldenGate
4 13 (4.00%) Web Services
5 12 (3.69%) XML
6 5 (1.54%) .NET Framework
7 3 (0.92%) CSS
8 2 (0.62%) HTML
8 2 (0.62%) SOAP
8 2 (0.62%) SQLAlchemy
9 1 (0.31%) ASP.NET
9 1 (0.31%) jQuery
9 1 (0.31%) XSLT
Miscellaneous
1 51 (15.69%) Analytical Skills
2 46 (14.15%) Visualisation
3 17 (5.23%) Computer Science
3 17 (5.23%) Management Information System
4 16 (4.92%) Data Integration
4 16 (4.92%) Online Games
5 13 (4.00%) Fintech
5 13 (4.00%) Mathematics
5 13 (4.00%) Replication
6 11 (3.38%) Economics
7 8 (2.46%) Statistics
8 7 (2.15%) Data Extraction
8 7 (2.15%) Enterprise Software
9 4 (1.23%) Data Structures
10 3 (0.92%) Physics
11 2 (0.62%) Data Centre
11 2 (0.62%) Mobile Computing
11 2 (0.62%) SWIFT
Operating Systems
1 8 (2.46%) Windows
2 7 (2.15%) Windows Server 2012
3 1 (0.31%) Linux
Processes & Methodologies
1 257 (79.08%) Business Intelligence
2 189 (58.15%) ETL
3 119 (36.62%) Kimball Methodology
4 88 (27.08%) Analytics
5 86 (26.46%) Data Modelling
6 83 (25.54%) Agile Software Development
7 38 (11.69%) Data Analysis
8 36 (11.08%) Project Management
9 33 (10.15%) Scrum
10 24 (7.38%) Data Management
11 23 (7.08%) ETL Development
12 22 (6.77%) Business Analytics
12 22 (6.77%) Data Architecture
13 21 (6.46%) Data Analytics
13 21 (6.46%) Mentoring
14 19 (5.85%) E-Commerce
15 18 (5.54%) Stakeholder Management
16 17 (5.23%) Data Transformation
16 17 (5.23%) Kanban
17 15 (4.62%) Data Visualisation
Programming Languages
1 234 (72.00%) SQL
2 97 (29.85%) T-SQL
3 37 (11.38%) PL/SQL
4 25 (7.69%) Java
5 18 (5.54%) VBA
6 16 (4.92%) C#
6 16 (4.92%) R
7 8 (2.46%) Data Analysis Expressions (DAX)
8 7 (2.15%) Python
9 6 (1.85%) PowerShell
9 6 (1.85%) VB.NET
10 5 (1.54%) JavaScript
10 5 (1.54%) Shell Script
11 3 (0.92%) C
11 3 (0.92%) C++
12 1 (0.31%) VB
Qualifications
1 46 (14.15%) Degree
2 4 (1.23%) HNC
2 4 (1.23%) HND
2 4 (1.23%) ISEB
2 4 (1.23%) Microsoft Certification
3 3 (0.92%) IBM Certification
4 1 (0.31%) APMP
4 1 (0.31%) MCITP
4 1 (0.31%) MCSE
4 1 (0.31%) PMP
Quality Assurance & Compliance
1 47 (14.46%) Data Quality
2 14 (4.31%) QA
3 3 (0.92%) SLA
4 2 (0.62%) SEPA
4 2 (0.62%) TARGET2
5 1 (0.31%) PCI DSS
5 1 (0.31%) Solvency II
System Software
1 5 (1.54%) HDFS
Systems Management
1 13 (4.00%) Puppet
2 3 (0.92%) Hadoop YARN
Vendors
1 94 (28.92%) Oracle
2 68 (20.92%) Microsoft
3 64 (19.69%) Cognos
4 28 (8.62%) Tableau
5 20 (6.15%) IBM
5 20 (6.15%) MicroStrategy
6 18 (5.54%) Netezza
7 16 (4.92%) Hyperion
7 16 (4.92%) SAP
8 15 (4.62%) Anaplan
9 14 (4.31%) Informatica
10 13 (4.00%) Talend
11 8 (2.46%) Google
12 7 (2.15%) Teradata
13 5 (1.54%) Sybase
14 4 (1.23%) Ab Initio
14 4 (1.23%) Omniture
14 4 (1.23%) Tealium
15 3 (0.92%) MapR
15 3 (0.92%) Yardi
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Salary: £45000.00 - £55000.00 per annum
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Salary: £45000 per annum
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