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 3 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
3 May 2016
Same period 2015 Same period 2014
Dimensional Modeling
Rank 728 763 687
Rank change year-on-year
+35 -76
Permanent jobs citing Dimensional Modelling 216 210 337
As % of all permanent IT jobs located in the UK 0.21% 0.19% 0.28%
As % of the Processes & Methodologies category 0.24% 0.22% 0.33%
Number of salaries quoted 139 168 278
Median salary £53,500 £50,000 £50,000
Median salary % change year-on-year
+7.00% -
90% offered a salary of more than £36,000 £37,200 £38,500
10% offered a salary of more than £65,000 £70,000 £70,000
UK excluding London median salary £47,500 £45,000 £45,000
% change year-on-year
+5.55% -

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
90181 94837 103287
As % of all permanent IT jobs located in the UK 87.67% 85.96% 85.30%
Number of salaries quoted 75015 76618 83292
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 £32,000 £30,500
10% offered a salary of more than £75,000 £72,500 £75,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

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 3 May 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 3 May 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 +34 208 £55,000 +10.00% 32
London +6 116 £57,500 +4.54% 20
West Midlands +7 32 £45,000 -12.62% 2
South East +23 30 £45,000 -3.22% 4
City of London +52 23 £60,000 +15.94% 7
Hampshire +4 13 £45,000 -3.22%
Shropshire - 12 £30,000 - 1
Telford - 12 £30,000 - 1
East of England +16 11 £55,000 +25.00%
Portsmouth +13 10 £45,000 -
Oxfordshire - 10 £65,000 -
Hertfordshire +14 7 £55,000 +23.59%
Staffordshire +11 7 £47,500 -7.76%
Berkshire +16 6 £32,500 -36.58%
East Midlands +15 6 £53,000 +21.14%
Scotland +5 6 £52,500 +34.61%
Edinburgh +4 6 £52,500 +16.66%
Glasgow -3 6 £52,500 +45.83%
South West -2 5 £32,000 -29.67% 1
Birmingham -15 5 £45,000 +20.00%
Midlands - 5 £42,500 -
Reading +21 4 £32,500 -36.58%
Swindon -2 4 - -
Wiltshire -2 4 - -
Nottinghamshire - 4 £53,500 -
Nottingham - 4 £53,500 -
Stevenage - 3 £52,500 -
Northamptonshire +11 2 £52,500 +20.00%
Yorkshire -3 2 £37,500 -6.25% 1
Suffolk - 2 £61,250 -

Dimensional Modelling
Top 30 Related IT Skills

For the 6 months to 3 May 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.

1 440 (86.27%) Business Intelligence
2 421 (82.55%) Data Warehouse
3 330 (64.71%) SQL
4 298 (58.43%) ETL
5 239 (46.86%) SQL Server
6 236 (46.27%) Oracle
7 206 (40.39%) SQL Server Integration Services
8 195 (38.24%) Kimball Methodology
9 181 (35.49%) Finance
10 167 (32.75%) SQL Server Reporting Services
11 154 (30.20%) SQL Server Analysis Services
12 150 (29.41%) Microsoft
13 149 (29.22%) Agile Software Development
14 127 (24.90%) Informatica
15 120 (23.53%) BusinessObjects
16 116 (22.75%) T-SQL
16 116 (22.75%) Data Modelling
17 106 (20.78%) PL/SQL
18 103 (20.20%) Analytical Skills
19 102 (20.00%) Oracle Database
20 99 (19.41%) MS Excel
21 98 (19.22%) Analytics
22 95 (18.63%) Oracle BI EE
23 91 (17.84%) SQL Server 2008
24 88 (17.25%) MDX
25 84 (16.47%) SQL Server 2012
25 84 (16.47%) Data Quality
26 83 (16.27%) Tableau
26 83 (16.27%) Performance Tuning
27 81 (15.88%) OLAP

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 50 (9.80%) SAS
2 23 (4.51%) SharePoint
3 6 (1.18%) Apache Spark
4 4 (0.78%) Apache Pig
5 3 (0.59%) Oracle Application Server
5 3 (0.59%) WebLogic
6 2 (0.39%) Apache
Applications
1 99 (19.41%) MS Excel
2 12 (2.35%) SPSS
3 6 (1.18%) MS Office
4 1 (0.20%) MS Project
4 1 (0.20%) MS Visio
4 1 (0.20%) Spreadsheet
Business Applications
1 16 (3.14%) Oracle EBS R12
2 6 (1.18%) Oracle Applications
3 4 (0.78%) Oracle EBS
4 3 (0.59%) Oracle BPM
5 2 (0.39%) Cognos Business Intelligence
6 1 (0.20%) Oracle Utilities
6 1 (0.20%) SAP R/3
Cloud Services
1 6 (1.18%) Microsoft Azure
2 1 (0.20%) Amazon AWS
2 1 (0.20%) Google Cloud Platform
Communications & Networking
1 1 (0.20%) Network Security
Database & Business Intelligence
1 421 (82.55%) Data Warehouse
2 239 (46.86%) SQL Server
3 206 (40.39%) SQL Server Integration Services
4 167 (32.75%) SQL Server Reporting Services
5 154 (30.20%) SQL Server Analysis Services
6 120 (23.53%) BusinessObjects
7 102 (20.00%) Oracle Database
8 95 (18.63%) Oracle BI EE
9 91 (17.84%) SQL Server 2008
10 84 (16.47%) SQL Server 2012
11 81 (15.88%) OLAP
12 78 (15.29%) QlikView
13 67 (13.14%) Oracle Database 11g
14 55 (10.78%) Big Data
15 53 (10.39%) Relational Database
16 52 (10.20%) SQL Server 2014
17 49 (9.61%) PowerCenter
18 48 (9.41%) OLAP Cube
19 47 (9.22%) Oracle ODI
20 44 (8.63%) Oracle Reports
Development Applications
1 25 (4.90%) JIRA
2 22 (4.31%) Team Foundation Server
3 16 (3.14%) ERwin
4 8 (1.57%) Talend Open Studio
4 8 (1.57%) Toad
5 7 (1.37%) PVCS
6 2 (0.39%) Oracle Forms
6 2 (0.39%) SQL Server Management Studio (SSMS)
6 2 (0.39%) Visual Studio
7 1 (0.20%) Git (software)
7 1 (0.20%) Jenkins
7 1 (0.20%) PowerDesigner
7 1 (0.20%) Subversion
General
1 181 (35.49%) Finance
2 63 (12.35%) Banking
3 39 (7.65%) Retail
4 27 (5.29%) Investment Banking
5 21 (4.12%) Games
6 16 (3.14%) Marketing
7 12 (2.35%) Publishing
8 11 (2.16%) Telecoms
9 10 (1.96%) General Ledger
10 6 (1.18%) Law
11 5 (0.98%) Billing
11 5 (0.98%) Legal
11 5 (0.98%) Spanish Language
12 4 (0.78%) Financial Institution
13 3 (0.59%) Back Office
13 3 (0.59%) Front Office
14 2 (0.39%) Retail Banking
15 1 (0.20%) Manufacturing
Job Titles
1 260 (50.98%) Developer
2 142 (27.84%) Business Intelligence Developer
3 98 (19.22%) SQL Developer
4 91 (17.84%) Data Warehouse Developer
5 79 (15.49%) Consultant
6 67 (13.14%) SQL BI Developer
7 62 (12.16%) Analyst
8 49 (9.61%) Business Intelligence Consultant
9 48 (9.41%) Architect
10 47 (9.22%) Business Developer
11 38 (7.45%) SSAS Developer
12 37 (7.25%) Data Architect
13 31 (6.08%) Oracle Consultant
14 26 (5.10%) Senior Developer
15 24 (4.71%) Business Intelligence Lead
15 24 (4.71%) T-SQL Developer
16 23 (4.51%) Informatica Developer
16 23 (4.51%) OBIEE Consultant
16 23 (4.51%) Oracle Developer
17 22 (4.31%) Business Consultant
Libraries, Frameworks & Software Standards
1 88 (17.25%) MDX
2 18 (3.53%) XML
3 15 (2.94%) Oracle GoldenGate
4 13 (2.55%) Velocity
4 13 (2.55%) Web Services
5 12 (2.35%) .NET
6 5 (0.98%) Kafka
7 3 (0.59%) HTML
7 3 (0.59%) Middleware
7 3 (0.59%) Oracle Fusion
7 3 (0.59%) XML Schema
7 3 (0.59%) XSD
7 3 (0.59%) XSLT
8 2 (0.39%) J2EE
9 1 (0.20%) Akka
9 1 (0.20%) ODBC
Miscellaneous
1 103 (20.20%) Analytical Skills
2 73 (14.31%) Data Integration
3 33 (6.47%) Visualisation
4 27 (5.29%) Credit Risk
5 23 (4.51%) Computer Science
5 23 (4.51%) Management Information System
6 22 (4.31%) Data Structures
6 22 (4.31%) Statistics
7 21 (4.12%) Online Games
8 15 (2.94%) Replication
9 12 (2.35%) Mobile App
9 12 (2.35%) Smart Meter
10 11 (2.16%) Economics
11 10 (1.96%) Mathematics
12 9 (1.76%) NHS
13 7 (1.37%) Enterprise Software
14 6 (1.18%) FMCG
15 4 (0.78%) Cybercrime
15 4 (0.78%) Fintech
15 4 (0.78%) Foreign Exchange (FX)
Operating Systems
1 28 (5.49%) Unix
2 25 (4.90%) Linux
3 8 (1.57%) Windows
4 1 (0.20%) Windows 2000
4 1 (0.20%) Windows Server 2012
Processes & Methodologies
1 440 (86.27%) Business Intelligence
2 298 (58.43%) ETL
3 195 (38.24%) Kimball Methodology
4 149 (29.22%) Agile Software Development
5 116 (22.75%) Data Modelling
6 98 (19.22%) Analytics
7 83 (16.27%) Performance Tuning
8 75 (14.71%) SDLC
9 68 (13.33%) Data Architecture
10 60 (11.76%) Mentoring
11 58 (11.37%) Data Migration
11 58 (11.37%) Migration
12 51 (10.00%) Data Governance
13 49 (9.61%) Data Analytics
14 48 (9.41%) Data Management
15 47 (9.22%) Coaching
15 47 (9.22%) Data Analysis
16 43 (8.43%) ETL Development
17 40 (7.84%) UML
18 39 (7.65%) Project Management
Programming Languages
1 330 (64.71%) SQL
2 116 (22.75%) T-SQL
3 106 (20.78%) PL/SQL
4 38 (7.45%) C
5 36 (7.06%) R
6 31 (6.08%) C#
7 28 (5.49%) Data Analysis Expressions (DAX)
8 24 (4.71%) Java
9 14 (2.75%) Python
10 12 (2.35%) Shell Script
11 5 (0.98%) PowerShell
11 5 (0.98%) VB.NET
12 3 (0.59%) XPath
13 2 (0.39%) C++
13 2 (0.39%) SAS Macro
13 2 (0.39%) VBA
14 1 (0.20%) JavaScript
14 1 (0.20%) Lingo
14 1 (0.20%) PHP
14 1 (0.20%) VB
Qualifications
1 73 (14.31%) Degree
2 15 (2.94%) Security Cleared
3 14 (2.75%) DV Cleared
4 7 (1.37%) Oracle Certification
5 6 (1.18%) HND
6 2 (0.39%) ISEB
7 1 (0.20%) IBM Certification
Quality Assurance & Compliance
1 84 (16.47%) Data Quality
2 54 (10.59%) QA
3 10 (1.96%) Solvency II
4 2 (0.39%) COREP
4 2 (0.39%) FINREP
5 1 (0.20%) COBIT
5 1 (0.20%) SLA
System Software
1 11 (2.16%) Oracle RAC
2 4 (0.78%) Apache Flume
2 4 (0.78%) HDFS
3 3 (0.59%) Oracle Clusterware
Systems Management
1 11 (2.16%) Data Guard
2 9 (1.76%) Control-M
3 3 (0.59%) Oracle Flashback
3 3 (0.59%) Oracle RMAN
Vendors
1 236 (46.27%) Oracle
2 150 (29.41%) Microsoft
3 127 (24.90%) Informatica
4 83 (16.27%) Tableau
5 80 (15.69%) Teradata
6 47 (9.22%) Netezza
7 38 (7.45%) Cognos
8 32 (6.27%) SAP
9 27 (5.29%) Hyperion
10 26 (5.10%) Ab Initio
11 23 (4.51%) IBM
12 21 (4.12%) Greenplum
13 20 (3.92%) Vertica
14 14 (2.75%) MicroStrategy
15 8 (1.57%) Talend
16 6 (1.18%) Alteryx
16 6 (1.18%) MapR
16 6 (1.18%) Sybase
17 4 (0.78%) Hitachi
17 4 (0.78%) Trillium
City, London
Streamline Connections
Salary: £55000 - £70000 per annum + Benefits
Posted: 8 hours ago
High Wycombe, Buckinghamshire
Venturi
Salary: £40000 - £45000.00 per annum + 35% bonus + full bens
Posted: 9 hours ago
Sheffield, South Yorkshire
Nigel Frank International Ltd
Salary: £37000 - £48000 per annum + Pension, Negotiable
Posted: 12 hours ago
Telford, Shropshire
Lorien Resourcing
Salary: Guaranteed Bonus
Posted: 13 hours ago
South East London
MatchesFashion.com
Posted: 17 hours ago
London
Joseph Harry Ltd
Salary: £45000 - £60000 per annum + 10% Pension + c.25% Bonus
Posted: 20 hours ago
Solihull, West Midlands (County)
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £40000 Per Annum Plus Excellent Benefits
Posted: Yesterday
London
Salt
Salary: £45000 - £57000 per annum
Posted: 4 days ago
City, London
First Point
Salary: £50000.00 - £65000.00 per annum
Posted: 4 days ago
London
Opilio Recruitment
Salary: £40k - 50k per year
Posted: 4 days ago
London
Opilio Recruitment
Salary: £25k - 30k per year
Posted: 4 days ago
Kent
Capita Resourcing - IT Resourcing
Salary: £351 - £430 per day
Posted: 4 days ago
London
set2recruit
Salary: From £50,000 to £80,000 per annum
Posted: 5 days ago
City, London
ANSON MCCADE
Salary: £55,000 - £80,000
Posted: 6 days ago
Blackburn
Applause IT Ltd
Salary: £36000 - £45000 per annum
Posted: 17 days ago
London
Mason Frank International
Salary: £50000 - £60000 per annum + Bonus & benefits
Posted: 25 days ago
City of London
Talent Point
Salary: £48000 - £55000 per annum + bonus, pension, package
Posted: 26 days ago