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 25 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Jun 2016
Same period 2015 Same period 2014
Dimensional Modelling
Rank 727 738 659
Rank change year-on-year
+11 -79
Permanent jobs citing Dimensional Modelling 195 226 361
As % of all permanent IT jobs located in the UK 0.20% 0.20% 0.30%
As % of the Processes & Methodologies category 0.23% 0.24% 0.35%
Number of salaries quoted 131 171 288
Median salary £53,000 £50,000 £50,000
Median salary % change year-on-year
+6.00% -
90% offered a salary of more than £36,000 £36,000 £38,500
10% offered a salary of more than £75,000 £80,000 £65,000
UK excluding London median salary £44,000 £45,000 £45,000
% change year-on-year
-2.22% -

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
85300 96063 103309
As % of all permanent IT jobs located in the UK 87.87% 86.80% 85.46%
Number of salaries quoted 71291 78493 83654
Median salary £50,000 £50,000 £48,000
Median salary % change year-on-year
- +4.16%
90% offered a salary of more than £32,500 £32,000 £31,500
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 25 June 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 25 June 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 +41 190 £53,250 +1.42% 10
London +28 110 £60,000 +4.34% 4
West Midlands +4 36 £40,000 -3.61%
City of London +32 32 £60,000 +4.34% 1
South East +45 21 £65,000 +39.78% 3
Shropshire - 10 £36,000 -
South West -1 9 £36,000 -28.00%
Oxfordshire - 9 £65,000 -
East of England - 9 £37,500 -
Telford - 9 £33,000 -
Birmingham -10 7 £40,000 -5.88%
Hampshire -1 5 £45,000 -3.22%
Hertfordshire - 5 £53,000 -
Walsall -2 4 £44,000 +22.22%
Cambridgeshire - 4 £34,000 -
Somerset - 4 £36,000 -
Bath - 4 £36,000 -
St Albans - 4 £53,000 -
North West +20 3 £41,250 +17.85% 2
Berkshire +9 3 £65,000 +33.33% 2
Scotland -2 3 £37,000 -12.94% 1
Glasgow -17 3 £37,000 -12.94% 1
Cambridge - 3 £34,000 -
Buckinghamshire +31 2 £43,250 -3.88%
Bristol +25 2 £50,000 -
Kent +19 2 - - 1
Wales +7 2 £50,000 +132.55%
Portsmouth +4 2 £45,000 -
Staffordshire -4 2 £62,500 +50.60%
Wiltshire - 2 - -

Dimensional Modelling
Top 30 Related IT Skills

For the 6 months to 25 June 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.

1 395 (89.16%) Business Intelligence
2 372 (83.97%) Data Warehouse
3 309 (69.75%) SQL
4 286 (64.56%) ETL
5 210 (47.40%) SQL Server
6 205 (46.28%) Oracle
7 188 (42.44%) Kimball Methodology
8 181 (40.86%) SQL Server Integration Services
9 163 (36.79%) SQL Server Reporting Services
9 163 (36.79%) Finance
10 145 (32.73%) SQL Server Analysis Services
11 140 (31.60%) Microsoft
12 120 (27.09%) Agile Software Development
13 114 (25.73%) T-SQL
14 109 (24.60%) Informatica
15 99 (22.35%) BusinessObjects
15 99 (22.35%) Analytics
16 94 (21.22%) PL/SQL
17 89 (20.09%) MS Excel
18 86 (19.41%) Data Modelling
18 86 (19.41%) Tableau
18 86 (19.41%) Analytical Skills
19 84 (18.96%) Oracle Database
20 83 (18.74%) Oracle BI EE
21 81 (18.28%) MDX
22 80 (18.06%) OLAP
23 79 (17.83%) SDLC
24 74 (16.70%) Performance Tuning
24 74 (16.70%) SQL Server 2008
25 71 (16.03%) Degree

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 36 (8.13%) SAS
2 25 (5.64%) SharePoint
3 5 (1.13%) Apache Spark
4 3 (0.68%) Apache Pig
4 3 (0.68%) Oracle Application Server
4 3 (0.68%) WebLogic
5 2 (0.45%) Apache
Applications
1 89 (20.09%) MS Excel
2 6 (1.35%) SPSS
3 4 (0.90%) MS Office
4 1 (0.23%) Spreadsheet
Business Applications
1 19 (4.29%) Oracle EBS R12
2 3 (0.68%) Cognos TM1
2 3 (0.68%) Oracle BPM
3 2 (0.45%) Cognos Business Intelligence
3 2 (0.45%) Dynamics AX
3 2 (0.45%) Dynamics CRM
4 1 (0.23%) Oracle Utilities
Cloud Services
1 8 (1.81%) Microsoft Azure
2 5 (1.13%) Amazon AWS
3 4 (0.90%) Google Analytics
4 1 (0.23%) Google Cloud Platform
4 1 (0.23%) SaaS
Communications & Networking
1 1 (0.23%) Network Security
Database & Business Intelligence
1 372 (83.97%) Data Warehouse
2 210 (47.40%) SQL Server
3 181 (40.86%) SQL Server Integration Services
4 163 (36.79%) SQL Server Reporting Services
5 145 (32.73%) SQL Server Analysis Services
6 99 (22.35%) BusinessObjects
7 84 (18.96%) Oracle Database
8 83 (18.74%) Oracle BI EE
9 80 (18.06%) OLAP
10 74 (16.70%) SQL Server 2008
11 70 (15.80%) SQL Server 2012
12 61 (13.77%) QlikView
13 54 (12.19%) Big Data
13 54 (12.19%) Oracle Reports
13 54 (12.19%) Relational Database
14 52 (11.74%) Oracle Database 11g
15 50 (11.29%) OLAP Cube
16 46 (10.38%) SQL Server 2014
17 43 (9.71%) Hadoop
18 42 (9.48%) Microsoft Analysis Services
Development Applications
1 25 (5.64%) JIRA
2 18 (4.06%) Team Foundation Server
3 12 (2.71%) Talend Open Studio
4 10 (2.26%) ERwin
5 7 (1.58%) PVCS
5 7 (1.58%) Toad
6 3 (0.68%) SQL Server Management Studio (SSMS)
7 2 (0.45%) Oracle Forms
7 2 (0.45%) Visual Studio
8 1 (0.23%) Jenkins
8 1 (0.23%) PowerDesigner
General
1 163 (36.79%) Finance
2 46 (10.38%) Banking
3 29 (6.55%) Retail
4 22 (4.97%) Investment Banking
5 20 (4.51%) Marketing
6 17 (3.84%) Games
6 17 (3.84%) Telecoms
7 14 (3.16%) Publishing
8 10 (2.26%) Legal
9 8 (1.81%) Billing
10 6 (1.35%) General Ledger
11 4 (0.90%) Automotive
11 4 (0.90%) Back Office
11 4 (0.90%) Financial Institution
11 4 (0.90%) Front Office
11 4 (0.90%) Law
12 1 (0.23%) Manufacturing
Job Titles
1 228 (51.47%) Developer
2 130 (29.35%) Business Intelligence Developer
3 88 (19.86%) SQL Developer
4 74 (16.70%) Consultant
5 72 (16.25%) Data Warehouse Developer
6 66 (14.90%) SQL BI Developer
7 60 (13.54%) Analyst
8 38 (8.58%) Architect
9 37 (8.35%) Business Intelligence Consultant
10 33 (7.45%) SSAS Developer
11 32 (7.22%) Data Architect
12 30 (6.77%) Business Developer
13 28 (6.32%) Oracle Consultant
14 27 (6.09%) Oracle Developer
15 26 (5.87%) Data Consultant
16 24 (5.42%) Business Intelligence Analyst
16 24 (5.42%) Business Intelligence Lead
17 22 (4.97%) ETL Consultant
17 22 (4.97%) OBIEE Consultant
18 21 (4.74%) Senior Developer
Libraries, Frameworks & Software Standards
1 81 (18.28%) MDX
2 17 (3.84%) XML
3 15 (3.39%) Oracle GoldenGate
4 13 (2.93%) Web Services
5 12 (2.71%) Velocity
6 9 (2.03%) .NET
7 4 (0.90%) Kafka
8 3 (0.68%) HTML
8 3 (0.68%) Middleware
8 3 (0.68%) ODBC
8 3 (0.68%) Oracle Fusion
8 3 (0.68%) XML Schema
8 3 (0.68%) XSD
8 3 (0.68%) XSLT
9 1 (0.23%) Akka
Miscellaneous
1 86 (19.41%) Analytical Skills
2 55 (12.42%) Data Integration
3 33 (7.45%) Visualisation
4 30 (6.77%) Computer Science
5 23 (5.19%) Management Information System
6 22 (4.97%) Credit Risk
7 20 (4.51%) Statistics
8 17 (3.84%) Online Games
9 15 (3.39%) Economics
10 14 (3.16%) Enterprise Software
11 13 (2.93%) Data Structures
11 13 (2.93%) Fintech
11 13 (2.93%) Replication
12 11 (2.48%) Mathematics
13 6 (1.35%) Mobile App
13 6 (1.35%) NHS
13 6 (1.35%) Smart Meter
14 5 (1.13%) Data Extraction
15 4 (0.90%) Cybercrime
15 4 (0.90%) FMCG
Operating Systems
1 20 (4.51%) Unix
2 16 (3.61%) Linux
3 6 (1.35%) Windows
4 1 (0.23%) Windows Server 2012
Processes & Methodologies
1 395 (89.16%) Business Intelligence
2 286 (64.56%) ETL
3 188 (42.44%) Kimball Methodology
4 120 (27.09%) Agile Software Development
5 99 (22.35%) Analytics
6 86 (19.41%) Data Modelling
7 79 (17.83%) SDLC
8 74 (16.70%) Performance Tuning
9 52 (11.74%) Mentoring
10 51 (11.51%) Data Architecture
11 46 (10.38%) Data Analysis
12 45 (10.16%) Data Management
13 44 (9.93%) Data Analytics
14 43 (9.71%) Migration
15 42 (9.48%) Data Governance
16 39 (8.80%) Data Migration
17 38 (8.58%) Coaching
17 38 (8.58%) Scrum
18 31 (7.00%) Dashboard Development
19 29 (6.55%) Project Management
Programming Languages
1 309 (69.75%) SQL
2 114 (25.73%) T-SQL
3 94 (21.22%) PL/SQL
4 30 (6.77%) C
5 27 (6.09%) R
6 25 (5.64%) C#
7 22 (4.97%) Java
8 19 (4.29%) Data Analysis Expressions (DAX)
9 10 (2.26%) Shell Script
10 7 (1.58%) Python
11 6 (1.35%) PowerShell
12 5 (1.13%) VBA
13 4 (0.90%) VB.NET
14 3 (0.68%) XPath
15 1 (0.23%) C++
15 1 (0.23%) JavaScript
15 1 (0.23%) PHP
15 1 (0.23%) SAS Macro
Qualifications
1 71 (16.03%) Degree
2 11 (2.48%) DV Cleared
2 11 (2.48%) Security Cleared
3 4 (0.90%) HND
3 4 (0.90%) IBM Certification
4 2 (0.45%) ISEB
Quality Assurance & Compliance
1 68 (15.35%) Data Quality
2 37 (8.35%) QA
3 6 (1.35%) SLA
3 6 (1.35%) Solvency II
4 3 (0.68%) PCI DSS
System Software
1 4 (0.90%) Oracle RAC
2 3 (0.68%) Apache Flume
2 3 (0.68%) HDFS
2 3 (0.68%) Oracle Clusterware
Systems Management
1 6 (1.35%) Control-M
2 4 (0.90%) Data Guard
3 3 (0.68%) Oracle Flashback
3 3 (0.68%) Oracle RMAN
Vendors
1 205 (46.28%) Oracle
2 140 (31.60%) Microsoft
3 109 (24.60%) Informatica
4 86 (19.41%) Tableau
5 58 (13.09%) Teradata
6 36 (8.13%) Netezza
7 32 (7.22%) Cognos
8 26 (5.87%) Hyperion
9 23 (5.19%) Ab Initio
9 23 (5.19%) SAP
10 18 (4.06%) IBM
11 17 (3.84%) MicroStrategy
12 13 (2.93%) Vertica
13 12 (2.71%) Greenplum
13 12 (2.71%) Talend
14 8 (1.81%) Sybase
15 6 (1.35%) Alteryx
16 5 (1.13%) MapR
17 4 (0.90%) Anaplan
17 4 (0.90%) Omniture
London
ComputAppoint
Salary: £45000 per annum + Benefits
Posted: 23 hours ago
Newcastle Upon Tyne, Tyne and Wear
Harvey Nash plc
Salary: £35000 - £45000 per annum
Posted: 14 hours ago
Manchester, Lancashire
Oscar
Salary: £45000 - £50000 per annum + Benefits
Posted: Yesterday
South West London
Colston Consulting
Salary: Competitive
Posted: 5 days ago
City, London
ANSON MCCADE
Salary: £55,000 - £80,000
Posted: 3 days ago
London
Lawrence Harvey Enterprise
Salary: £60000 - £70000 per annum + Benefits + Bonus
Posted: 3 days ago
Wokingham
Venturi
Salary: £55000 - £75000 per annum + benefits
Posted: 11 days ago
Glasgow
JP Morgan Glasgow
Salary: Highly competitive with excellent benefits
Posted: 11 days ago