The table below looks at the statistics for Dimensional Modelling skills in IT jobs advertised for the England region. Included is a guide to the salaries offered in IT jobs that have cited Dimensional Modelling over the 3 months to 21 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
21 Feb 2017
Same period 2016 Same period 2015
Dimensional Modelling
UK / England
Rank 718 670 683
Rank change year-on-year
-48 +13
Permanent jobs citing Dimensional Modelling 104 257 246
As % of all permanent IT jobs located in England 0.13% 0.27% 0.25%
As % of the Processes & Methodologies category 0.15% 0.31% 0.29%
Number of salaries quoted 90 168 212
Median salary £57,500 £50,000 £52,500
Median salary % change year-on-year
+15.00% -4.76%
90% offered a salary of more than £45,000 £37,500 £40,000
10% offered a salary of more than £67,750 £70,000 £72,500
UK excluding London median salary £46,250 £45,000 £45,000
% change year-on-year
+2.77% -

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

Processes & Methodologies Category
England
Permanent IT job ads with a match in the
Processes & Methodologies category
69779 83122 84860
As % of all permanent IT jobs located in England 88.68% 88.22% 86.54%
Number of salaries quoted 57754 69797 70213
Median salary £50,000 £50,000 £48,500
Median salary % change year-on-year
- +3.09%
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £75,000 £77,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Dimensional Modelling
Jobs Demand Trend in England

The demand trend of job ads across the England region citing Dimensional Modelling as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Dimensional Modelling Jobs Demand Trend in England

Dimensional Modelling
Salary Trend in England

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

Dimensional Modelling Salary Trend in England

Dimensional Modelling
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Dimensional Modelling across the England region over the 3 months to 21 February 2017.

Dimensional Modelling Salary Histogram in England

Dimensional Modelling
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Dimensional Modelling within the England region over the 3 months to 21 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
London -15 65 £60,000 +4.34% 12
South East +34 8 £50,000 +11.11% 1
East of England +21 5 £37,250 -17.22% 1
Yorkshire +5 4 £33,750 -10.00% 1
East Midlands -7 4 £45,000 -10.00% 2
South West - 4 £56,250 -
North West -22 3 £47,500 +11.76% 3
North East -1 2 £45,000 +6.40%
West Midlands +10 1 £35,000 -26.31% 3
Dimensional Modelling
UK

Dimensional Modelling
Top 30 Related IT Skills in England

For the 6 months to 21 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 across the England region with a requirement for Dimensional Modelling.

1 222 (81.02%) Business Intelligence
2 208 (75.91%) Data Warehouse
3 203 (74.09%) SQL
4 168 (61.31%) ETL
5 147 (53.65%) SQL Server
6 129 (47.08%) SQL Server Integration Services
7 119 (43.43%) T-SQL
8 105 (38.32%) Kimball Methodology
9 101 (36.86%) SQL Server Reporting Services
10 91 (33.21%) SQL Server Analysis Services
11 82 (29.93%) Data Modelling
12 77 (28.10%) Finance
12 77 (28.10%) Agile Software Development
13 73 (26.64%) Microsoft
14 72 (26.28%) Oracle
14 72 (26.28%) OLAP
15 58 (21.17%) Analytics
16 55 (20.07%) Cognos
17 47 (17.15%) Visualisation
18 46 (16.79%) MDX
18 46 (16.79%) Power BI
19 44 (16.06%) Big Data
20 43 (15.69%) MS Excel
20 43 (15.69%) PL/SQL
21 39 (14.23%) Retail
21 39 (14.23%) Hadoop
22 35 (12.77%) Microsoft Analysis Services
23 34 (12.41%) Cognos Business Intelligence
24 33 (12.04%) Scrum
25 32 (11.68%) SQL Server 2008

Dimensional Modelling
Top Related IT Skills in England 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 20 (7.30%) SharePoint
2 11 (4.01%) SAS
3 6 (2.19%) Apache Pig
4 2 (0.73%) Apache Spark
Applications
1 43 (15.69%) MS Excel
2 5 (1.82%) MS Visio
3 3 (1.09%) MS Office
Business Applications
1 34 (12.41%) Cognos Business Intelligence
2 16 (5.84%) Cognos Planning
3 6 (2.19%) Cognos TM1
4 2 (0.73%) Dynamics CRM
5 1 (0.36%) Dynamics AX
Cloud Services
1 24 (8.76%) Amazon AWS
2 19 (6.93%) Amazon S3
3 14 (5.11%) Amazon EMR
4 13 (4.74%) GitHub
5 7 (2.55%) Microsoft Azure
6 4 (1.46%) Google Cloud Platform
6 4 (1.46%) SaaS
7 3 (1.09%) Amazon EC2
Communications & Networking
1 11 (4.01%) Internet
Database & Business Intelligence
1 208 (75.91%) Data Warehouse
2 147 (53.65%) SQL Server
3 129 (47.08%) SQL Server Integration Services
4 101 (36.86%) SQL Server Reporting Services
5 91 (33.21%) SQL Server Analysis Services
6 72 (26.28%) OLAP
7 46 (16.79%) Power BI
8 44 (16.06%) Big Data
9 39 (14.23%) Hadoop
10 35 (12.77%) Microsoft Analysis Services
11 32 (11.68%) SQL Server 2008
11 32 (11.68%) SQL Server 2012
12 31 (11.31%) Oracle OLAP
13 30 (10.95%) SQL Server 2014
14 29 (10.58%) Relational Database
15 28 (10.22%) Cognos Analysis Studio
15 28 (10.22%) Cognos Event Studio
15 28 (10.22%) Cognos Framework Manager
15 28 (10.22%) Cognos Report Studio
16 27 (9.85%) BusinessObjects
Development Applications
1 21 (7.66%) JIRA
2 20 (7.30%) SQL Server Management Studio (SSMS)
3 15 (5.47%) Talend Open Studio
4 9 (3.28%) Jenkins
4 9 (3.28%) Vagrant
5 8 (2.92%) Team Foundation Server
6 7 (2.55%) ERwin
6 7 (2.55%) MSBuild
7 6 (2.19%) Git (software)
8 5 (1.82%) Cucumber
General
1 77 (28.10%) Finance
2 39 (14.23%) Retail
3 15 (5.47%) Games
4 14 (5.11%) Banking
5 11 (4.01%) Marketing
6 8 (2.92%) Retail Banking
7 7 (2.55%) Local Government
7 7 (2.55%) Manufacturing
8 6 (2.19%) Legal
9 4 (1.46%) Billing
9 4 (1.46%) Publishing
10 3 (1.09%) Advertising
10 3 (1.09%) Financial Institution
10 3 (1.09%) Law
11 2 (0.73%) Music Industry
11 2 (0.73%) Telecoms
12 1 (0.36%) Front Office
Job Titles
1 129 (47.08%) Developer
2 68 (24.82%) Business Intelligence Developer
3 58 (21.17%) Analyst
4 51 (18.61%) SQL Developer
5 32 (11.68%) Architect
5 32 (11.68%) Business Intelligence Analyst
6 29 (10.58%) Data Architect
7 26 (9.49%) Business Developer
8 25 (9.12%) Business Intelligence Specialist
8 25 (9.12%) Cognos Specialist
9 23 (8.39%) SSIS Developer
10 22 (8.03%) SSRS Developer
11 20 (7.30%) Consultant
11 20 (7.30%) SQL BI Developer
12 18 (6.57%) Data Warehouse Developer
13 16 (5.84%) Senior Developer
14 15 (5.47%) SSAS Developer
15 14 (5.11%) Business Analyst
15 14 (5.11%) Data Warehouse Architect
15 14 (5.11%) Oracle Developer
Libraries, Frameworks & Software Standards
1 46 (16.79%) MDX
2 21 (7.66%) .NET
3 12 (4.38%) Kafka
3 12 (4.38%) Oracle GoldenGate
3 12 (4.38%) Web Services
4 9 (3.28%) XML
5 5 (1.82%) .NET Framework
6 2 (0.73%) CSS
6 2 (0.73%) HTML
Miscellaneous
1 29 (10.58%) Analytical Skills
2 14 (5.11%) Management Information System
3 13 (4.74%) Fintech
3 13 (4.74%) Online Games
4 12 (4.38%) Replication
5 7 (2.55%) Computer Science
6 3 (1.09%) Data Structures
6 3 (1.09%) Enterprise Software
7 2 (0.73%) Social Media
7 2 (0.73%) SWIFT
8 1 (0.36%) Derivative
8 1 (0.36%) e-Learning
8 1 (0.36%) Hedge funds
8 1 (0.36%) Reinsurance
Operating Systems
1 7 (2.55%) Windows
2 6 (2.19%) Windows Server 2012
3 1 (0.36%) Linux
Processes & Methodologies
1 222 (81.02%) Business Intelligence
2 168 (61.31%) ETL
3 105 (38.32%) Kimball Methodology
4 82 (29.93%) Data Modelling
5 77 (28.10%) Agile Software Development
6 58 (21.17%) Analytics
7 47 (17.15%) Visualisation
8 33 (12.04%) Scrum
9 29 (10.58%) Data Analysis
9 29 (10.58%) ETL Development
10 24 (8.76%) Mentoring
11 17 (6.20%) E-Commerce
12 16 (5.84%) Data Architecture
12 16 (5.84%) Performance Tuning
12 16 (5.84%) Technical Architecture
13 15 (5.47%) Project Management
14 14 (5.11%) Data Transformation
15 13 (4.74%) Kanban
15 13 (4.74%) Translating Business Requirements
16 12 (4.38%) Data Visualisation
Programming Languages
1 203 (74.09%) SQL
2 119 (43.43%) T-SQL
3 43 (15.69%) PL/SQL
4 21 (7.66%) R
5 18 (6.57%) Java
6 15 (5.47%) C#
7 8 (2.92%) VB.NET
7 8 (2.92%) VBA
8 5 (1.82%) Data Analysis Expressions (DAX)
8 5 (1.82%) JavaScript
8 5 (1.82%) PowerShell
8 5 (1.82%) Python
8 5 (1.82%) Shell Script
9 3 (1.09%) C
9 3 (1.09%) C++
10 1 (0.36%) Scala
10 1 (0.36%) VB
Qualifications
1 24 (8.76%) Degree
2 2 (0.73%) Microsoft Certification
3 1 (0.36%) ISEB
Quality Assurance & Compliance
1 27 (9.85%) Data Quality
2 14 (5.11%) QA
3 3 (1.09%) IFRS
3 3 (1.09%) IFRS 9
4 2 (0.73%) SEPA
4 2 (0.73%) TARGET2
5 1 (0.36%) Solvency II
System Software
1 5 (1.82%) HDFS
Systems Management
1 13 (4.74%) Puppet
2 1 (0.36%) Hadoop YARN
Vendors
1 73 (26.64%) Microsoft
2 72 (26.28%) Oracle
3 55 (20.07%) Cognos
4 19 (6.93%) SAP
5 18 (6.57%) Tableau
6 15 (5.47%) Informatica
6 15 (5.47%) Netezza
6 15 (5.47%) Talend
7 12 (4.38%) MicroStrategy
8 9 (3.28%) IBM
9 5 (1.82%) Anaplan
9 5 (1.82%) Hyperion
10 4 (1.46%) Google
11 3 (1.09%) Alteryx
12 2 (0.73%) Ab Initio
12 2 (0.73%) Hortonworks
12 2 (0.73%) Trillium
13 1 (0.36%) CA
13 1 (0.36%) JD Edwards
13 1 (0.36%) Teradata
Birmingham, West Midlands (County)
Maurice Nash
Salary: From £30,000 to £30,000 per annum
Posted: 3 hours ago
Worcester, Worcestershire
Erin Associates
Salary: £30000 - £35000 per annum + excellent benefits
Posted: 1 hour ago
Nottingham, Nottinghamshire
Rebel Recruitment
Salary: From £50,000 to £78,000 per annum + 15% Bonus + Benefits
Posted: 2 hours ago
City, London
Refreshing Recruitment
Salary: £65000 - £70000 per annum + a generous benefits package
Posted: Yesterday
Derby, Derbyshire
Erin Associates
Salary: £39000 - £40000 per annum + excellent benefits
Posted: Yesterday
London
Optima Connections
Salary: From £50,000 to £65,000 per annum + Benefits
Posted: Yesterday
Birmingham, West Midlands (County)
Harvey Nash plc
Salary: £30000 - £50000 per annum + Benefits Package
Posted: 5 days ago
Chester, Cheshire
Asset Resourcing Ltd
Salary: £30000 - £45000 per annum + bonus + benefits
Posted: 4 days ago
West London
The Workshop
Salary: Excellent salary + benefits
Posted: 4 days ago
London
Opus Recruitment Solutions Ltd
Salary: £0 - £60000 per annum
Posted: 5 days ago
London
Venture Up
Salary: From £40,000 to £60,000 per annum Excellent Benefits
Posted: 3 days ago
West London
The Workshop
Salary: Excellent salary + benefits
Posted: 3 days ago
West London
The Workshop
Salary: Excellent salary + benefits
Posted: 3 days ago
West London
The Workshop
Salary: Excellent salary + benefits
Posted: 3 days ago
West London
The Workshop
Salary: Excellent salary + benefits
Posted: 4 days ago
Leeds, West Yorkshire
Spring Technology
Salary: £40000.00 - £45000.00 per annum
Posted: 5 days ago
London
CPS Group Limited
Posted: 14 days ago
London
Genius Sports
Salary: Highly Competitive
Posted: 20 days ago
Manchester
Venturi
Salary: £45000 - £50000 per annum + bonus +Full bens
Posted: 25 days ago
Liverpool, North West, UK
Allied Bakeries
Salary: Competitive
Posted: 25 days ago
Brentwood, Essex
Shawbrook
Posted: 19 days ago