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 27 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
27 Feb 2017
Same period 2016 Same period 2015
Dimensional Modelling
UK
Rank 751 675 702
Rank change year-on-year
-76 +27
Permanent jobs citing Dimensional Modelling 112 281 265
As % of all permanent IT jobs located in the UK 0.13% 0.28% 0.25%
As % of the Processes & Methodologies category 0.15% 0.32% 0.29%
Number of salaries quoted 94 186 226
Median salary £55,000 £50,000 £52,500
Median salary % change year-on-year
+10.00% -4.76%
90% offered a salary of more than £38,250 £37,500 £40,000
10% offered a salary of more than £67,500 £65,000 £71,500
UK excluding London median salary £45,000 £45,000 £45,000

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
74927 89028 92672
As % of all permanent IT jobs located in the UK 88.79% 88.30% 86.70%
Number of salaries quoted 61585 73757 75638
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 £31,500
10% offered a salary of more than £77,000 £75,000 £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 27 February 2017 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 27 February 2017. 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 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 -50 108 £57,500 +15.00% 26
London -12 65 £60,000 +4.34% 13
City of London +33 20 £60,000 +4.34% 5
South East +20 8 £50,000 +11.11% 4
Yorkshire +17 6 £33,750 -10.00%
East of England +7 6 £37,250 -17.22% 2
Berkshire +9 5 £50,000 +14.28%
South West - 5 £45,000 -
Northampton +20 4 £45,000 -14.28% 1
Northamptonshire +13 4 £45,000 -10.00% 1
North Yorkshire +2 4 £32,500 -13.33%
East Midlands -9 4 £45,000 -10.00% 3
York +4 3 £32,500 -53.57%
North West -4 3 £47,500 +11.76% 2
Scotland -7 3 £40,000 -27.27%
Bedfordshire - 3 £37,000 -
Manchester - 3 £47,500 -
West Midlands +13 2 £37,500 -21.05% 2
Reading +13 2 £50,000 +11.11%
Oxfordshire +11 2 - -
Glasgow +9 2 £40,000 -27.27%
Gloucestershire - 2 £45,000 -
Somerset - 2 £67,500 -
Wokingham - 2 £50,000 -
Gloucester - 2 £45,000 -
Abingdon - 2 - -
Bath - 2 £67,500 -
Leeds +20 1 £42,500 +13.33%
Essex +18 1 - - 1
Suffolk +18 1 - -

Dimensional Modelling
Top 30 Related IT Skills

For the 6 months to 27 February 2017, 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.

1 221 (80.95%) Business Intelligence
2 208 (76.19%) Data Warehouse
3 202 (73.99%) SQL
4 166 (60.81%) ETL
5 144 (52.75%) SQL Server
6 131 (47.99%) SQL Server Integration Services
7 121 (44.32%) T-SQL
8 106 (38.83%) Kimball Methodology
9 102 (37.36%) SQL Server Reporting Services
10 92 (33.70%) SQL Server Analysis Services
11 84 (30.77%) Data Modelling
12 79 (28.94%) Finance
12 79 (28.94%) Agile Software Development
13 75 (27.47%) Microsoft
14 72 (26.37%) Oracle
15 71 (26.01%) OLAP
16 57 (20.88%) Cognos
16 57 (20.88%) Analytics
17 49 (17.95%) Visualisation
17 49 (17.95%) Power BI
18 48 (17.58%) MDX
19 44 (16.12%) MS Excel
19 44 (16.12%) PL/SQL
20 43 (15.75%) Big Data
21 38 (13.92%) Hadoop
22 37 (13.55%) Retail
23 34 (12.45%) Microsoft Analysis Services
24 33 (12.09%) Cognos Business Intelligence
25 32 (11.72%) Oracle OLAP
25 32 (11.72%) Scrum

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 21 (7.69%) SharePoint
2 11 (4.03%) SAS
3 5 (1.83%) Apache Pig
4 2 (0.73%) Apache Spark
Applications
1 44 (16.12%) MS Excel
2 4 (1.47%) MS Visio
3 3 (1.10%) MS Office
4 1 (0.37%) Spreadsheet
Business Applications
1 33 (12.09%) Cognos Business Intelligence
2 16 (5.86%) Cognos Planning
3 6 (2.20%) Cognos TM1
4 2 (0.73%) Dynamics CRM
5 1 (0.37%) Dynamics AX
Cloud Services
1 22 (8.06%) Amazon AWS
2 18 (6.59%) Amazon S3
3 13 (4.76%) Amazon EMR
3 13 (4.76%) GitHub
4 6 (2.20%) Microsoft Azure
5 4 (1.47%) Google Cloud Platform
5 4 (1.47%) SaaS
6 3 (1.10%) Amazon EC2
Communications & Networking
1 10 (3.66%) Internet
Database & Business Intelligence
1 208 (76.19%) Data Warehouse
2 144 (52.75%) SQL Server
3 131 (47.99%) SQL Server Integration Services
4 102 (37.36%) SQL Server Reporting Services
5 92 (33.70%) SQL Server Analysis Services
6 71 (26.01%) OLAP
7 49 (17.95%) Power BI
8 43 (15.75%) Big Data
9 38 (13.92%) Hadoop
10 34 (12.45%) Microsoft Analysis Services
11 32 (11.72%) Oracle OLAP
12 30 (10.99%) BusinessObjects
12 30 (10.99%) SQL Server 2008
13 29 (10.62%) SQL Server 2012
14 28 (10.26%) Cognos Analysis Studio
14 28 (10.26%) Cognos Event Studio
14 28 (10.26%) Cognos Framework Manager
14 28 (10.26%) Cognos Report Studio
14 28 (10.26%) SQL Server 2014
15 27 (9.89%) Relational Database
Development Applications
1 21 (7.69%) JIRA
2 20 (7.33%) SQL Server Management Studio (SSMS)
3 16 (5.86%) Talend Open Studio
4 9 (3.30%) Jenkins
4 9 (3.30%) Team Foundation Server
4 9 (3.30%) Vagrant
5 7 (2.56%) ERwin
5 7 (2.56%) MSBuild
6 6 (2.20%) Git (software)
7 5 (1.83%) Cucumber
8 1 (0.37%) VSS/SourceSafe
General
1 79 (28.94%) Finance
2 37 (13.55%) Retail
3 14 (5.13%) Games
4 13 (4.76%) Banking
5 11 (4.03%) Marketing
6 8 (2.93%) Local Government
7 6 (2.20%) Legal
7 6 (2.20%) Retail Banking
8 5 (1.83%) Manufacturing
8 5 (1.83%) Publishing
9 4 (1.47%) Advertising
9 4 (1.47%) Billing
9 4 (1.47%) Law
10 3 (1.10%) Financial Institution
11 2 (0.73%) Music Industry
11 2 (0.73%) Telecoms
12 1 (0.37%) Front Office
Job Titles
1 127 (46.52%) Developer
2 69 (25.27%) Business Intelligence Developer
3 59 (21.61%) Analyst
4 52 (19.05%) SQL Developer
5 32 (11.72%) Business Intelligence Analyst
6 29 (10.62%) Architect
7 28 (10.26%) Business Developer
8 26 (9.52%) Data Architect
9 25 (9.16%) Business Intelligence Specialist
9 25 (9.16%) Cognos Specialist
10 23 (8.42%) SSIS Developer
10 23 (8.42%) SSRS Developer
11 21 (7.69%) SQL BI Developer
12 20 (7.33%) Consultant
13 17 (6.23%) Data Warehouse Developer
13 17 (6.23%) Senior Developer
14 15 (5.49%) Business Analyst
14 15 (5.49%) SSAS Developer
15 14 (5.13%) Oracle Developer
15 14 (5.13%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 48 (17.58%) MDX
2 22 (8.06%) .NET
3 12 (4.40%) Oracle GoldenGate
3 12 (4.40%) Web Services
4 11 (4.03%) Kafka
5 9 (3.30%) XML
6 5 (1.83%) .NET Framework
7 2 (0.73%) CSS
7 2 (0.73%) HTML
Miscellaneous
1 26 (9.52%) Analytical Skills
2 14 (5.13%) Fintech
2 14 (5.13%) Management Information System
3 12 (4.40%) Online Games
3 12 (4.40%) Replication
4 7 (2.56%) Computer Science
5 3 (1.10%) Data Structures
6 2 (0.73%) Enterprise Software
6 2 (0.73%) Social Media
6 2 (0.73%) SWIFT
7 1 (0.37%) Derivative
7 1 (0.37%) e-Learning
7 1 (0.37%) Hedge funds
7 1 (0.37%) Reinsurance
Operating Systems
1 8 (2.93%) Windows
2 6 (2.20%) Windows Server 2012
3 1 (0.37%) Linux
3 1 (0.37%) Unix
Processes & Methodologies
1 221 (80.95%) Business Intelligence
2 166 (60.81%) ETL
3 106 (38.83%) Kimball Methodology
4 84 (30.77%) Data Modelling
5 79 (28.94%) Agile Software Development
6 57 (20.88%) Analytics
7 49 (17.95%) Visualisation
8 32 (11.72%) Scrum
9 29 (10.62%) ETL Development
10 28 (10.26%) Data Analysis
11 24 (8.79%) Mentoring
12 18 (6.59%) Performance Tuning
13 16 (5.86%) Data Architecture
13 16 (5.86%) E-Commerce
13 16 (5.86%) Technical Architecture
14 15 (5.49%) Data Transformation
15 13 (4.76%) Data Management
15 13 (4.76%) Project Management
16 12 (4.40%) Data Integration
16 12 (4.40%) Kanban
Programming Languages
1 202 (73.99%) SQL
2 121 (44.32%) T-SQL
3 44 (16.12%) PL/SQL
4 22 (8.06%) R
5 17 (6.23%) Java
6 16 (5.86%) C#
7 9 (3.30%) VB.NET
8 7 (2.56%) Data Analysis Expressions (DAX)
8 7 (2.56%) VBA
9 5 (1.83%) JavaScript
9 5 (1.83%) PowerShell
9 5 (1.83%) Shell Script
10 3 (1.10%) Python
11 2 (0.73%) C
11 2 (0.73%) C++
12 1 (0.37%) Scala
12 1 (0.37%) VB
Qualifications
1 21 (7.69%) Degree
2 4 (1.47%) Microsoft Certification
3 1 (0.37%) ISEB
3 1 (0.37%) MCSE
Quality Assurance & Compliance
1 28 (10.26%) Data Quality
2 13 (4.76%) QA
3 3 (1.10%) IFRS
3 3 (1.10%) IFRS 9
4 2 (0.73%) SEPA
4 2 (0.73%) TARGET2
5 1 (0.37%) SLA
5 1 (0.37%) Solvency II
System Software
1 5 (1.83%) HDFS
Systems Management
1 13 (4.76%) Puppet
Vendors
1 75 (27.47%) Microsoft
2 72 (26.37%) Oracle
3 57 (20.88%) Cognos
4 21 (7.69%) SAP
5 20 (7.33%) Tableau
6 16 (5.86%) Talend
7 15 (5.49%) Informatica
7 15 (5.49%) Netezza
8 12 (4.40%) MicroStrategy
9 9 (3.30%) IBM
10 5 (1.83%) Anaplan
10 5 (1.83%) Hyperion
11 4 (1.47%) Google
12 3 (1.10%) Alteryx
13 2 (0.73%) Ab Initio
13 2 (0.73%) Hortonworks
13 2 (0.73%) Trillium
14 1 (0.37%) CA
14 1 (0.37%) JD Edwards
14 1 (0.37%) Sybase
City, London
Refreshing Recruitment
Salary: £65000 - £70000 per annum + a generous benefits package
Posted: 10 hours ago
Worcester, Worcestershire
Erin Associates
Salary: £30000 - £35000 per annum + excellent benefits
Posted: 5 hours ago
Derby, Derbyshire
Erin Associates
Salary: £39000 - £40000 per annum + excellent benefits
Posted: 5 hours ago
Northampton, Northamptonshire
Hudson IT (Milton Keynes)
Posted: 20 hours ago
City, London
onezeero.
Salary: £40000 - £50000 per annum + Benefits + Bonus
Posted: 4 days ago
Birmingham, West Midlands (County)
Maurice Nash
Salary: From £30,000 to £30,000 per annum
Posted: 6 days ago
Chester, Cheshire
Asset Resourcing Ltd
Salary: £30000 - £45000 per annum + bonus + benefits
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: £70,000 - £85,000
Posted: 6 days ago
Hatfield, Hertfordshire
myBench Ltd
Salary: From £55,000 to £70,000 per annum
Posted: 5 days ago
Nottingham, Nottinghamshire
Rebel Recruitment
Salary: From £50,000 to £78,000 per annum + 15% Bonus + Benefits
Posted: 6 days ago
West London
The Workshop
Salary: Excellent salary + benefits
Posted: 10 days ago
West London
The Workshop
Salary: Excellent salary + benefits
Posted: 10 days ago
West London
The Workshop
Salary: Excellent salary + benefits
Posted: 10 days ago
West London
The Workshop
Salary: Excellent salary + benefits
Posted: 10 days ago
London
Lloyds Banking Group
Salary: £46755 - £64469 per annum
Posted: 5 days ago
West London
The Workshop
Salary: Excellent salary + benefits
Posted: 10 days ago
London
CPS Group Limited
Posted: 20 days ago
London
Genius Sports
Salary: Highly Competitive
Posted: 26 days ago
Brentwood, Essex
Shawbrook
Posted: 25 days ago