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 23 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
23 Jul 2016
Same period 2015 Same period 2014
Dimensional Modelling
Rank 763 717 666
Rank change year-on-year
-46 -51
Permanent jobs citing Dimensional Modelling 171 244 320
As % of all permanent IT jobs located in the UK 0.17% 0.22% 0.28%
As % of the Processes & Methodologies category 0.20% 0.25% 0.32%
Number of salaries quoted 132 186 243
Median salary £51,000 £52,500 £50,000
Median salary % change year-on-year
-2.85% +5.00%
90% offered a salary of more than £36,000 £36,500 £38,500
10% offered a salary of more than £75,000 £80,000 £63,200
UK excluding London median salary £42,500 £46,500 £45,000
% change year-on-year
-8.60% +3.33%

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
86119 96327 99378
As % of all permanent IT jobs located in the UK 87.81% 87.21% 85.46%
Number of salaries quoted 71888 78728 80195
Median salary £50,000 £50,000 £48,250
Median salary % change year-on-year
- +3.62%
90% offered a salary of more than £32,500 £32,000 £31,000
10% offered a salary of more than £77,500 £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 23 July 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 23 July 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 -3 162 £52,500 -0.47% 23
London +5 89 £60,000 +4.34% 8
City of London +45 27 £60,000 +4.34% 3
West Midlands -5 23 £40,000 -3.61% 5
South East +12 14 £65,000 +39.78% 1
East of England +31 12 £36,000 - 1
South West +9 11 £43,000 -18.09% 3
Cambridgeshire - 7 £35,000 - 1
Bristol +27 6 £43,000 - 1
Hertfordshire +21 5 £53,000 -
Yorkshire +17 5 £47,500 +58.33% 2
Birmingham -5 5 £40,000 -15.78% 2
Oxfordshire - 5 £65,000 -
Berkshire +4 4 £57,500 +12.19% 1
Walsall 0 4 £44,000 +22.22%
Peterborough - 4 £35,000 - 1
Belfast - 4 £40,000 -
St Albans - 4 £53,000 -
Bath - 4 £36,000 - 1
County Antrim - 4 £40,000 -
Somerset - 4 £36,000 - 1
Northern Ireland - 4 £40,000 -
North West +21 3 £41,250 +3.12% 1
Scotland 0 3 £37,000 -12.94%
Glasgow -11 3 £37,000 -12.94%
Cambridge - 3 £34,000 -
Shropshire - 3 £37,500 - 2
North East - 3 £37,500 - 1
Newcastle upon Tyne - 3 £37,500 -
Tyne and Wear - 3 £37,500 -

Dimensional Modelling
Top 30 Related IT Skills

For the 6 months to 23 July 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.

1 353 (88.03%) Business Intelligence
2 334 (83.29%) Data Warehouse
3 272 (67.83%) ETL
3 272 (67.83%) SQL
4 188 (46.88%) SQL Server
5 184 (45.89%) Oracle
6 167 (41.65%) Kimball Methodology
7 150 (37.41%) SQL Server Integration Services
8 148 (36.91%) SQL Server Reporting Services
9 142 (35.41%) Finance
10 127 (31.67%) Microsoft
11 126 (31.42%) SQL Server Analysis Services
12 109 (27.18%) Agile Software Development
13 106 (26.43%) Analytics
14 97 (24.19%) Informatica
15 95 (23.69%) T-SQL
16 87 (21.70%) BusinessObjects
17 83 (20.70%) SDLC
18 81 (20.20%) PL/SQL
19 78 (19.45%) MS Excel
20 76 (18.95%) OLAP
20 76 (18.95%) Analytical Skills
21 75 (18.70%) Tableau
22 74 (18.45%) Oracle BI EE
22 74 (18.45%) Degree
23 73 (18.20%) Oracle Database
24 71 (17.71%) MDX
25 70 (17.46%) Data Modelling
26 66 (16.46%) Data Quality
27 61 (15.21%) Performance Tuning

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 28 (6.98%) SAS
2 21 (5.24%) SharePoint
3 3 (0.75%) Oracle Application Server
3 3 (0.75%) WebLogic
4 2 (0.50%) Apache
4 2 (0.50%) Apache Spark
Applications
1 78 (19.45%) MS Excel
2 4 (1.00%) MS Office
3 2 (0.50%) SPSS
4 1 (0.25%) Spreadsheet
Business Applications
1 18 (4.49%) Oracle EBS R12
2 7 (1.75%) Cognos TM1
3 4 (1.00%) Cognos Business Intelligence
3 4 (1.00%) WebTrends
4 3 (0.75%) Oracle BPM
5 2 (0.50%) Dynamics AX
5 2 (0.50%) Dynamics CRM
Cloud Services
1 9 (2.24%) Microsoft Azure
2 6 (1.50%) Amazon AWS
3 5 (1.25%) Google Analytics
4 1 (0.25%) SaaS
Communications & Networking
1 1 (0.25%) Network Security
Database & Business Intelligence
1 334 (83.29%) Data Warehouse
2 188 (46.88%) SQL Server
3 150 (37.41%) SQL Server Integration Services
4 148 (36.91%) SQL Server Reporting Services
5 126 (31.42%) SQL Server Analysis Services
6 87 (21.70%) BusinessObjects
7 76 (18.95%) OLAP
8 74 (18.45%) Oracle BI EE
9 73 (18.20%) Oracle Database
10 61 (15.21%) Relational Database
11 59 (14.71%) SQL Server 2008
12 56 (13.97%) SQL Server 2012
13 53 (13.22%) Oracle Reports
14 51 (12.72%) QlikView
15 50 (12.47%) Big Data
16 47 (11.72%) OLAP Cube
17 45 (11.22%) Oracle Database 11g
18 42 (10.47%) Hadoop
19 40 (9.98%) Microsoft Analysis Services
20 35 (8.73%) SQL Server 2014
Development Applications
1 23 (5.74%) JIRA
2 14 (3.49%) Team Foundation Server
3 9 (2.24%) Talend Open Studio
4 7 (1.75%) PVCS
4 7 (1.75%) Toad
5 6 (1.50%) ERwin
6 3 (0.75%) Visual Studio
7 2 (0.50%) Oracle Forms
7 2 (0.50%) SQL Server Management Studio (SSMS)
8 1 (0.25%) Jenkins
8 1 (0.25%) PowerDesigner
General
1 142 (35.41%) Finance
2 31 (7.73%) Banking
3 27 (6.73%) Retail
4 17 (4.24%) Marketing
4 17 (4.24%) Telecoms
5 16 (3.99%) Investment Banking
6 14 (3.49%) Publishing
7 13 (3.24%) Games
8 9 (2.24%) Legal
9 8 (2.00%) Billing
10 4 (1.00%) Automotive
10 4 (1.00%) Back Office
10 4 (1.00%) Financial Institution
10 4 (1.00%) Front Office
11 2 (0.50%) General Ledger
11 2 (0.50%) Law
12 1 (0.25%) Manufacturing
Job Titles
1 200 (49.88%) Developer
2 110 (27.43%) Business Intelligence Developer
3 69 (17.21%) SQL Developer
4 67 (16.71%) Consultant
5 53 (13.22%) Data Warehouse Developer
6 52 (12.97%) Analyst
6 52 (12.97%) SQL BI Developer
7 35 (8.73%) Architect
8 28 (6.98%) Data Architect
9 27 (6.73%) SSAS Developer
10 26 (6.48%) Data Consultant
10 26 (6.48%) Oracle Developer
11 23 (5.74%) Business Intelligence Lead
12 22 (5.49%) Business Intelligence Analyst
12 22 (5.49%) OBIEE Consultant
12 22 (5.49%) Oracle Consultant
13 21 (5.24%) Business Developer
13 21 (5.24%) Business Intelligence Consultant
14 20 (4.99%) ETL Consultant
14 20 (4.99%) OBIEE Developer
Libraries, Frameworks & Software Standards
1 71 (17.71%) MDX
2 16 (3.99%) XML
3 12 (2.99%) Oracle GoldenGate
3 12 (2.99%) Web Services
4 9 (2.24%) .NET
4 9 (2.24%) Velocity
5 4 (1.00%) XSLT
6 3 (0.75%) HTML
6 3 (0.75%) Middleware
6 3 (0.75%) ODBC
6 3 (0.75%) Oracle Fusion
6 3 (0.75%) XML Schema
6 3 (0.75%) XSD
7 2 (0.50%) SOAP
8 1 (0.25%) Akka
8 1 (0.25%) ASP.NET
8 1 (0.25%) CSS
8 1 (0.25%) jQuery
8 1 (0.25%) Kafka
Miscellaneous
1 76 (18.95%) Analytical Skills
2 46 (11.47%) Data Integration
3 39 (9.73%) Visualisation
4 36 (8.98%) Computer Science
5 17 (4.24%) Management Information System
6 16 (3.99%) Credit Risk
7 15 (3.74%) Statistics
8 14 (3.49%) Economics
8 14 (3.49%) Enterprise Software
8 14 (3.49%) Fintech
9 13 (3.24%) Online Games
10 12 (2.99%) Mathematics
10 12 (2.99%) Replication
11 6 (1.50%) Data Structures
12 5 (1.25%) Data Extraction
12 5 (1.25%) NHS
13 3 (0.75%) Cybercrime
13 3 (0.75%) Data Conversion
13 3 (0.75%) W3C
14 2 (0.50%) Data Centre
Operating Systems
1 14 (3.49%) Unix
2 11 (2.74%) Linux
3 4 (1.00%) Windows
Processes & Methodologies
1 353 (88.03%) Business Intelligence
2 272 (67.83%) ETL
3 167 (41.65%) Kimball Methodology
4 109 (27.18%) Agile Software Development
5 106 (26.43%) Analytics
6 83 (20.70%) SDLC
7 70 (17.46%) Data Modelling
8 61 (15.21%) Performance Tuning
9 42 (10.47%) Data Management
9 42 (10.47%) Mentoring
10 40 (9.98%) Data Analytics
11 38 (9.48%) Data Architecture
12 36 (8.98%) Project Management
13 35 (8.73%) Data Governance
13 35 (8.73%) Scrum
14 33 (8.23%) Data Analysis
15 31 (7.73%) Dashboard Development
16 30 (7.48%) Migration
17 28 (6.98%) Coaching
18 26 (6.48%) DNA
Programming Languages
1 272 (67.83%) SQL
2 95 (23.69%) T-SQL
3 81 (20.20%) PL/SQL
4 23 (5.74%) C#
5 21 (5.24%) C
6 19 (4.74%) R
7 18 (4.49%) Java
8 15 (3.74%) Data Analysis Expressions (DAX)
9 10 (2.49%) VBA
10 9 (2.24%) Shell Script
11 4 (1.00%) PowerShell
11 4 (1.00%) VB.NET
12 3 (0.75%) XPath
13 1 (0.25%) C++
13 1 (0.25%) JavaScript
13 1 (0.25%) PHP
13 1 (0.25%) Python
13 1 (0.25%) SAS Macro
13 1 (0.25%) VB
Qualifications
1 74 (18.45%) Degree
2 8 (2.00%) DV Cleared
2 8 (2.00%) HND
2 8 (2.00%) Security Cleared
3 7 (1.75%) IBM Certification
4 4 (1.00%) HNC
5 3 (0.75%) ISEB
6 1 (0.25%) APMP
6 1 (0.25%) MCITP
6 1 (0.25%) MCSE
6 1 (0.25%) Microsoft Certification
6 1 (0.25%) PMP
Quality Assurance & Compliance
1 66 (16.46%) Data Quality
2 28 (6.98%) QA
3 9 (2.24%) SLA
4 3 (0.75%) PCI DSS
5 2 (0.50%) Solvency II
System Software
1 4 (1.00%) Oracle RAC
2 3 (0.75%) Oracle Clusterware
Systems Management
1 6 (1.50%) Control-M
2 4 (1.00%) Data Guard
3 3 (0.75%) Oracle Flashback
3 3 (0.75%) Oracle RMAN
Vendors
1 184 (45.89%) Oracle
2 127 (31.67%) Microsoft
3 97 (24.19%) Informatica
4 75 (18.70%) Tableau
5 45 (11.22%) Teradata
6 30 (7.48%) Hyperion
7 29 (7.23%) Cognos
8 27 (6.73%) Netezza
9 23 (5.74%) SAP
10 19 (4.74%) IBM
11 18 (4.49%) Ab Initio
12 14 (3.49%) MicroStrategy
13 12 (2.99%) Sybase
14 9 (2.24%) Talend
14 9 (2.24%) Vertica
15 8 (2.00%) Anaplan
15 8 (2.00%) Greenplum
16 5 (1.25%) Alteryx
16 5 (1.25%) Google
16 5 (1.25%) Omniture
Telford, Shropshire
Lorien Resourcing
Salary: Guaranteed Bonus
Posted: 2 days ago
Bath, Avon
Sanderson
Salary: £30000.00 - £40000.00 per annum
Posted: 3 days ago
Telford, Shropshire
Lorien Resourcing
Salary: Guaranteed Bonus
Posted: 2 days ago
West Midlands (County)
Colston Consulting
Salary: £37000 - £50000 per annum, Benefits 10% Pension - 25 days holiday
Posted: 2 days ago
Slough, Berkshire
X4 Group
Salary: £50k - 60k per year
Posted: 4 days ago
London
Kite Blue
Posted: 3 days ago
Birmingham, West Midlands (County)
Maurice Nash
Salary: From £30,000 to £35,000 per annum
Posted: 4 days ago
Peterborough, Cambridgeshire
Spencer Rose
Salary: £38,000 per annum
Posted: 4 days ago
City, London
Evolution Recruitment Solutions
Salary: 40,000 - 45,000
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: £50,000 - £75,000
Posted: 5 days ago
Gloucestershire
Lloyds Banking Group
Posted: 5 days ago
Bishop Auckland, County Durham
Lawrence Harvey IT & Change
Salary: £92184.10 - £105353.26 per annum + Bonus + Benefits
Posted: 3 days ago
Leeds, West Yorkshire
ANSON MCCADE
Salary: £55,000 - £80,000
Posted: 4 days ago
South East London
MatchesFashion.com
Salary: plus excellent company benefits
Posted: 15 days ago
Preston, Lancashire
BAE Systems
Posted: 9 days ago
North Yorkshire
Lawrence Harvey
Salary: £40000 - £55000 per annum
Posted: 25 days ago
Northamptonshire
Vivid Resourcing
Salary: £50000 - £55000 per annum
Posted: 19 days ago
City of London
Computer Futures
Salary: £50000 - £70000 per annum + car, bonus
Posted: 11 days ago
South East London
Lloyds Banking Group
Salary: £46755 - £64469 per annum
Posted: 10 days ago
Bristol
Robert Walters UK
Salary: £35000 - £51000 per annum
Posted: 26 days ago
London
BAE Systems Applied Intelligence
Posted: 24 days ago
South East London
Lloyds Banking Group
Posted: 17 days ago