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

3 months to
30 May 2016
Same period 2015 Same period 2014
Dimensional Modelling
Rank 681 745 656
Rank change year-on-year
+64 -89
Permanent jobs citing Dimensional Modelling 212 194 348
As % of all permanent IT jobs located in England 0.23% 0.19% 0.31%
As % of the Processes & Methodologies category 0.26% 0.22% 0.36%
Number of salaries quoted 134 145 286
Median salary £53,750 £50,000 £50,000
Median salary % change year-on-year
+7.50% -
90% offered a salary of more than £36,000 £36,500 £38,500
10% offered a salary of more than £65,000 £80,000 £67,500
UK excluding London median salary £45,000 £45,000 £45,000
Dimensional Modelling
UK

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
80745 86890 96821
As % of all permanent IT jobs located in England 87.92% 86.24% 85.41%
Number of salaries quoted 68102 71447 79376
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 £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 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 30 May 2016.

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 30 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
London +42 119 £60,000 +4.34% 12
West Midlands +18 41 £40,000 -19.19% 3
South East +30 29 £65,000 +39.78% 5
East of England +43 11 £53,000 +32.50% 2
South West -6 8 £36,000 -28.00% 1
North West +17 1 £42,500 +21.42% 5
East Midlands +9 1 £53,500 +18.88%
Yorkshire -5 1 £47,500 +58.33%
Midlands - 1 £42,500 -
Dimensional Modelling
UK

Dimensional Modelling
Top 30 Related IT Skills in England

For the 6 months to 30 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 across the England region with a requirement for Dimensional Modelling.

1 399 (87.31%) Business Intelligence
2 380 (83.15%) Data Warehouse
3 301 (65.86%) SQL
4 289 (63.24%) ETL
5 219 (47.92%) SQL Server
6 198 (43.33%) Oracle
6 198 (43.33%) Kimball Methodology
7 190 (41.58%) SQL Server Integration Services
8 167 (36.54%) SQL Server Reporting Services
9 156 (34.14%) Finance
10 152 (33.26%) SQL Server Analysis Services
11 145 (31.73%) Microsoft
12 128 (28.01%) Agile Software Development
13 121 (26.48%) T-SQL
14 107 (23.41%) Informatica
15 99 (21.66%) Analytics
16 98 (21.44%) PL/SQL
17 90 (19.69%) BusinessObjects
18 89 (19.47%) MS Excel
19 87 (19.04%) Analytical Skills
20 85 (18.60%) MDX
21 84 (18.38%) Oracle BI EE
22 83 (18.16%) OLAP
23 82 (17.94%) SDLC
24 79 (17.29%) Oracle Database
24 79 (17.29%) Data Modelling
25 78 (17.07%) SQL Server 2008
25 78 (17.07%) Data Quality
26 75 (16.41%) SQL Server 2012
26 75 (16.41%) QlikView

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 36 (7.88%) SAS
2 27 (5.91%) SharePoint
3 6 (1.31%) Apache Spark
4 4 (0.88%) Apache Pig
5 3 (0.66%) Oracle Application Server
5 3 (0.66%) WebLogic
6 2 (0.44%) Apache
Applications
1 89 (19.47%) MS Excel
2 8 (1.75%) SPSS
3 1 (0.22%) MS Office
3 1 (0.22%) MS Project
3 1 (0.22%) MS Visio
3 1 (0.22%) Spreadsheet
Business Applications
1 19 (4.16%) Oracle EBS R12
2 6 (1.31%) Oracle Applications
3 3 (0.66%) Oracle BPM
4 2 (0.44%) Dynamics AX
4 2 (0.44%) Dynamics CRM
5 1 (0.22%) Cognos Business Intelligence
5 1 (0.22%) Oracle Utilities
Cloud Services
1 5 (1.09%) Microsoft Azure
2 1 (0.22%) Amazon AWS
2 1 (0.22%) Google Cloud Platform
2 1 (0.22%) SaaS
Communications & Networking
1 1 (0.22%) Network Security
Database & Business Intelligence
1 380 (83.15%) Data Warehouse
2 219 (47.92%) SQL Server
3 190 (41.58%) SQL Server Integration Services
4 167 (36.54%) SQL Server Reporting Services
5 152 (33.26%) SQL Server Analysis Services
6 90 (19.69%) BusinessObjects
7 84 (18.38%) Oracle BI EE
8 83 (18.16%) OLAP
9 79 (17.29%) Oracle Database
10 78 (17.07%) SQL Server 2008
11 75 (16.41%) QlikView
11 75 (16.41%) SQL Server 2012
12 62 (13.57%) Big Data
13 54 (11.82%) OLAP Cube
13 54 (11.82%) Oracle Reports
13 54 (11.82%) Relational Database
14 50 (10.94%) SQL Server 2014
15 43 (9.41%) Oracle Database 11g
16 41 (8.97%) Hadoop
17 39 (8.53%) Microsoft Analysis Services
Development Applications
1 26 (5.69%) JIRA
2 18 (3.94%) Team Foundation Server
3 16 (3.50%) ERwin
4 8 (1.75%) Talend Open Studio
5 7 (1.53%) PVCS
5 7 (1.53%) Toad
6 3 (0.66%) SQL Server Management Studio (SSMS)
7 2 (0.44%) Oracle Forms
7 2 (0.44%) Visual Studio
8 1 (0.22%) Jenkins
8 1 (0.22%) PowerDesigner
General
1 156 (34.14%) Finance
2 38 (8.32%) Retail
3 33 (7.22%) Banking
4 25 (5.47%) Investment Banking
5 22 (4.81%) Games
6 18 (3.94%) Marketing
7 15 (3.28%) Publishing
8 14 (3.06%) Telecoms
9 8 (1.75%) General Ledger
9 8 (1.75%) Legal
10 7 (1.53%) Billing
11 5 (1.09%) Financial Institution
11 5 (1.09%) Law
12 4 (0.88%) Automotive
12 4 (0.88%) Back Office
13 3 (0.66%) Front Office
14 1 (0.22%) Manufacturing
Job Titles
1 247 (54.05%) Developer
2 139 (30.42%) Business Intelligence Developer
3 95 (20.79%) SQL Developer
4 85 (18.60%) Data Warehouse Developer
5 69 (15.10%) SQL BI Developer
6 59 (12.91%) Consultant
7 52 (11.38%) Analyst
8 43 (9.41%) Architect
9 36 (7.88%) Business Developer
10 35 (7.66%) SSAS Developer
11 34 (7.44%) Data Architect
12 28 (6.13%) Oracle Developer
13 26 (5.69%) OBIEE Consultant
13 26 (5.69%) Senior Developer
14 25 (5.47%) Data Consultant
14 25 (5.47%) Oracle Consultant
15 24 (5.25%) Business Intelligence Lead
16 22 (4.81%) T-SQL Developer
17 21 (4.60%) Agile Developer
17 21 (4.60%) Team Leader
Libraries, Frameworks & Software Standards
1 85 (18.60%) MDX
2 19 (4.16%) XML
3 16 (3.50%) Oracle GoldenGate
4 14 (3.06%) Web Services
5 13 (2.84%) Velocity
6 9 (1.97%) .NET
7 5 (1.09%) Kafka
8 3 (0.66%) HTML
8 3 (0.66%) Middleware
8 3 (0.66%) ODBC
8 3 (0.66%) Oracle Fusion
8 3 (0.66%) XML Schema
8 3 (0.66%) XSD
8 3 (0.66%) XSLT
9 1 (0.22%) Akka
Miscellaneous
1 87 (19.04%) Analytical Skills
2 61 (13.35%) Data Integration
3 35 (7.66%) Visualisation
4 26 (5.69%) Computer Science
5 25 (5.47%) Credit Risk
6 23 (5.03%) Management Information System
7 22 (4.81%) Online Games
8 21 (4.60%) Statistics
9 19 (4.16%) Data Structures
10 14 (3.06%) Replication
11 13 (2.84%) Economics
12 12 (2.63%) Mobile App
12 12 (2.63%) Smart Meter
13 10 (2.19%) Enterprise Software
13 10 (2.19%) Mathematics
14 9 (1.97%) Fintech
15 8 (1.75%) NHS
16 5 (1.09%) FMCG
17 4 (0.88%) Cybercrime
18 3 (0.66%) Data Conversion
Operating Systems
1 27 (5.91%) Unix
2 23 (5.03%) Linux
3 3 (0.66%) Windows
4 1 (0.22%) Windows 2000
4 1 (0.22%) Windows Server 2012
Processes & Methodologies
1 399 (87.31%) Business Intelligence
2 289 (63.24%) ETL
3 198 (43.33%) Kimball Methodology
4 128 (28.01%) Agile Software Development
5 99 (21.66%) Analytics
6 82 (17.94%) SDLC
7 79 (17.29%) Data Modelling
8 75 (16.41%) Performance Tuning
9 60 (13.13%) Data Architecture
10 58 (12.69%) Mentoring
11 47 (10.28%) Migration
12 46 (10.07%) Data Governance
13 45 (9.85%) Data Analytics
13 45 (9.85%) Data Migration
14 44 (9.63%) Coaching
15 42 (9.19%) Data Management
16 35 (7.66%) Scrum
17 34 (7.44%) Dashboard Development
17 34 (7.44%) UML
18 32 (7.00%) Project Management
Programming Languages
1 301 (65.86%) SQL
2 121 (26.48%) T-SQL
3 98 (21.44%) PL/SQL
4 35 (7.66%) C
5 33 (7.22%) R
6 28 (6.13%) C#
7 23 (5.03%) Java
8 22 (4.81%) Data Analysis Expressions (DAX)
9 13 (2.84%) Python
9 13 (2.84%) Shell Script
10 5 (1.09%) PowerShell
11 4 (0.88%) VB.NET
11 4 (0.88%) VBA
12 3 (0.66%) XPath
13 1 (0.22%) C++
13 1 (0.22%) JavaScript
13 1 (0.22%) Lingo
13 1 (0.22%) PHP
13 1 (0.22%) SAS Macro
13 1 (0.22%) VB
Qualifications
1 75 (16.41%) Degree
2 13 (2.84%) DV Cleared
2 13 (2.84%) Security Cleared
3 6 (1.31%) Oracle Certification
4 5 (1.09%) HND
5 3 (0.66%) IBM Certification
6 2 (0.44%) ISEB
Quality Assurance & Compliance
1 78 (17.07%) Data Quality
2 53 (11.60%) QA
3 8 (1.75%) Solvency II
4 3 (0.66%) SLA
5 2 (0.44%) PCI DSS
6 1 (0.22%) COBIT
System Software
1 10 (2.19%) Oracle RAC
2 4 (0.88%) Apache Flume
2 4 (0.88%) HDFS
3 3 (0.66%) Oracle Clusterware
Systems Management
1 10 (2.19%) Data Guard
2 9 (1.97%) Control-M
3 3 (0.66%) Oracle Flashback
3 3 (0.66%) Oracle RMAN
Vendors
1 198 (43.33%) Oracle
2 145 (31.73%) Microsoft
3 107 (23.41%) Informatica
4 71 (15.54%) Tableau
5 58 (12.69%) Teradata
6 45 (9.85%) Netezza
7 29 (6.35%) Hyperion
8 27 (5.91%) SAP
9 26 (5.69%) Ab Initio
10 19 (4.16%) Cognos
10 19 (4.16%) IBM
10 19 (4.16%) Vertica
11 18 (3.94%) Greenplum
12 17 (3.72%) MicroStrategy
13 8 (1.75%) Alteryx
13 8 (1.75%) Talend
14 7 (1.53%) Sybase
15 6 (1.31%) MapR
16 4 (0.88%) Cloudera
16 4 (0.88%) Hortonworks
London
McGregor Boyall
Salary: £58000 per annum
Posted: 2 days ago
London
Joseph Harry Ltd
Salary: £45000 - £60000 per annum + 10% Pension + c.25% Bonus
Posted: 3 days ago
Telford, Shropshire
Lorien Resourcing
Salary: Guaranteed Bonus
Posted: 5 days ago
London
The Economist
Salary: Competitive
Posted: 4 days ago
Manchester, Lancashire
nGAGE Specialist Recruitment
Salary: £35000.00 - £50000.00 per annum + Benefits
Posted: 6 days ago
Luton, Bedfordshire
Poole and Partners
Salary: From £40,000 to £55,000 per annum plus 20 - 30% bonus
Posted: 2 days ago
Bristol, Avon
Harvey Nash plc
Salary: £45000 - £55000 per annum + Excellent pension healthcare + bonus
Posted: 5 days ago
Oxfordshire
Haybrook IT Resourcing Ltd
Salary: £65,000 per annum
Posted: 2 days ago
Manchester, Lancashire
Oscar
Salary: £45000 - £50000 per annum + Benefits
Posted: 4 days ago
Wokingham, Berkshire
Venturi
Salary: £55000 - £75000 per annum + benefits
Posted: 4 days ago
City, London
Asset Resourcing Ltd
Salary: £40000 - £56000 per annum + + benefits
Posted: 6 days ago
London
Networking People
Salary: £50000 - £100000 per annum + neg & bonus + benefits
Posted: 3 days ago
London
Vivid Resourcing
Posted: 14 days ago
Reading
Venturi
Salary: £45000 - £55000.00 per annum + 30% bonus + full bens
Posted: 12 days ago
Watford
Vivid Resourcing
Posted: 13 days ago
City of London
Venturi
Salary: £45000 - £55000 per annum + FULL BENS
Posted: 24 days ago
London
Talent Point
Salary: £50000.00 - £60000.00 per annum
Posted: 20 days ago
High Wycombe
Venturi
Salary: £40000 - £45000.00 per annum + 35% bonus + full bens
Posted: 27 days ago
London
BAE Systems Applied Intelligence
Salary: Competitive plus benefits
Posted: 14 days ago