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 24 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 Aug 2016
Same period 2015 Same period 2014
Dimensional Modelling
Rank 734 725 653
Rank change year-on-year
-9 -72
Permanent jobs citing Dimensional Modelling 158 228 310
As % of all permanent IT jobs located in England 0.17% 0.22% 0.29%
As % of the Processes & Methodologies category 0.20% 0.25% 0.34%
Number of salaries quoted 137 175 218
Median salary £52,500 £57,500 £52,500
Median salary % change year-on-year
-8.69% +9.52%
90% offered a salary of more than £37,800 £41,500 £38,500
10% offered a salary of more than £75,000 £75,000 £63,500
UK excluding London median salary £42,500 £50,000 £45,000
% change year-on-year
-15.00% +11.11%
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
80737 89616 92223
As % of all permanent IT jobs located in England 88.04% 87.37% 85.42%
Number of salaries quoted 68272 74479 74310
Median salary £50,500 £50,000 £49,000
Median salary % change year-on-year
+1.00% +2.04%
90% offered a salary of more than £32,500 £32,500 £31,000
10% offered a salary of more than £80,000 £72,500 £75,000
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 24 August 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 24 August 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 -8 88 £60,000 +4.34% 7
South East +20 14 £54,000 -13.60% 5
West Midlands -15 14 £42,500 +2.40% 2
South West -5 13 £42,750 -22.27%
East of England +29 9 £37,500 -24.24%
Yorkshire +30 7 £47,500 +11.76% 1
North West +6 5 £38,750 -3.12% 3
North East - 4 £38,750 -
East Midlands +10 2 £51,250 -4.65%
Dimensional Modelling
UK

Dimensional Modelling
Top 30 Related IT Skills in England

For the 6 months to 24 August 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.

1 319 (86.92%) Business Intelligence
2 299 (81.47%) Data Warehouse
3 251 (68.39%) ETL
4 240 (65.40%) SQL
5 176 (47.96%) SQL Server
6 157 (42.78%) Oracle
7 152 (41.42%) Kimball Methodology
8 135 (36.78%) SQL Server Integration Services
9 127 (34.60%) Finance
10 124 (33.79%) SQL Server Reporting Services
11 104 (28.34%) Microsoft
12 103 (28.07%) SQL Server Analysis Services
13 97 (26.43%) Analytics
14 96 (26.16%) Agile Software Development
15 84 (22.89%) T-SQL
16 83 (22.62%) Analytical Skills
17 75 (20.44%) Informatica
18 74 (20.16%) SDLC
19 70 (19.07%) BusinessObjects
20 68 (18.53%) Degree
21 67 (18.26%) PL/SQL
22 66 (17.98%) OLAP
22 66 (17.98%) MS Excel
23 65 (17.71%) Relational Database
23 65 (17.71%) Tableau
24 62 (16.89%) Data Quality
25 61 (16.62%) SQL Server 2012
25 61 (16.62%) Data Modelling
26 57 (15.53%) Big Data
27 56 (15.26%) Oracle BI EE

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 (5.45%) SharePoint
2 17 (4.63%) SAS
3 3 (0.82%) Apache Pig
3 3 (0.82%) Apache Spark
3 3 (0.82%) Oracle Application Server
3 3 (0.82%) WebLogic
4 2 (0.54%) Apache
Applications
1 66 (17.98%) MS Excel
2 3 (0.82%) MS Office
2 3 (0.82%) MS Visio
3 1 (0.27%) Spreadsheet
3 1 (0.27%) SPSS
Business Applications
1 13 (3.54%) Oracle EBS R12
2 11 (3.00%) Cognos Business Intelligence
3 10 (2.72%) Cognos TM1
4 4 (1.09%) WebTrends
5 3 (0.82%) Oracle BPM
6 2 (0.54%) Dynamics AX
6 2 (0.54%) Dynamics CRM
6 2 (0.54%) Maximo
6 2 (0.54%) TRIRIGA
Cloud Services
1 10 (2.72%) Amazon AWS
1 10 (2.72%) Microsoft Azure
2 5 (1.36%) Google Analytics
3 3 (0.82%) Amazon EMR
3 3 (0.82%) Amazon S3
4 1 (0.27%) SaaS
Communications & Networking
1 3 (0.82%) Internet
2 1 (0.27%) Network Security
Database & Business Intelligence
1 299 (81.47%) Data Warehouse
2 176 (47.96%) SQL Server
3 135 (36.78%) SQL Server Integration Services
4 124 (33.79%) SQL Server Reporting Services
5 103 (28.07%) SQL Server Analysis Services
6 70 (19.07%) BusinessObjects
7 66 (17.98%) OLAP
8 65 (17.71%) Relational Database
9 61 (16.62%) SQL Server 2012
10 57 (15.53%) Big Data
11 56 (15.26%) Oracle BI EE
12 52 (14.17%) QlikView
13 51 (13.90%) Oracle Database
14 50 (13.62%) SQL Server 2008
15 45 (12.26%) Hadoop
15 45 (12.26%) Oracle Reports
16 41 (11.17%) OLAP Cube
17 35 (9.54%) Microsoft Analysis Services
17 35 (9.54%) SQL Server 2014
18 32 (8.72%) Oracle Database 11g
Development Applications
1 18 (4.90%) JIRA
2 11 (3.00%) Team Foundation Server
3 8 (2.18%) Talend Open Studio
4 7 (1.91%) ERwin
5 5 (1.36%) PVCS
5 5 (1.36%) Toad
6 3 (0.82%) Visual Studio
7 1 (0.27%) Jenkins
7 1 (0.27%) PowerDesigner
7 1 (0.27%) SQL Server Management Studio (SSMS)
General
1 127 (34.60%) Finance
2 29 (7.90%) Retail
3 19 (5.18%) Banking
4 16 (4.36%) Telecoms
5 14 (3.81%) Marketing
5 14 (3.81%) Publishing
6 12 (3.27%) Games
6 12 (3.27%) Investment Banking
7 9 (2.45%) Legal
8 6 (1.63%) Automotive
9 5 (1.36%) Billing
10 4 (1.09%) Front Office
10 4 (1.09%) Manufacturing
11 2 (0.54%) Financial Institution
11 2 (0.54%) Law
11 2 (0.54%) Pharmaceutical
12 1 (0.27%) Back Office
12 1 (0.27%) General Ledger
12 1 (0.27%) Retail Banking
Job Titles
1 186 (50.68%) Developer
2 100 (27.25%) Business Intelligence Developer
3 59 (16.08%) SQL Developer
4 58 (15.80%) Consultant
5 47 (12.81%) Analyst
6 45 (12.26%) SQL BI Developer
7 41 (11.17%) Data Warehouse Developer
8 39 (10.63%) Architect
9 31 (8.45%) Data Architect
10 26 (7.08%) Data Consultant
11 24 (6.54%) Oracle Developer
12 21 (5.72%) Business Intelligence Analyst
13 20 (5.45%) SSAS Developer
14 19 (5.18%) Business Intelligence Lead
15 18 (4.90%) OBIEE Consultant
15 18 (4.90%) Oracle Consultant
16 17 (4.63%) Data Warehouse Consultant
16 17 (4.63%) ETL Developer
16 17 (4.63%) SSIS Developer
17 16 (4.36%) ETL Consultant
Libraries, Frameworks & Software Standards
1 51 (13.90%) MDX
2 15 (4.09%) XML
3 11 (3.00%) Oracle GoldenGate
3 11 (3.00%) Web Services
4 10 (2.72%) .NET
5 9 (2.45%) Velocity
6 5 (1.36%) Kafka
7 4 (1.09%) XSLT
8 3 (0.82%) HTML
8 3 (0.82%) Middleware
8 3 (0.82%) ODBC
8 3 (0.82%) Oracle Fusion
8 3 (0.82%) XML Schema
8 3 (0.82%) XSD
9 2 (0.54%) SOAP
9 2 (0.54%) SQLAlchemy
10 1 (0.27%) Akka
10 1 (0.27%) ASP.NET
10 1 (0.27%) CSS
10 1 (0.27%) jQuery
Miscellaneous
1 83 (22.62%) Analytical Skills
2 38 (10.35%) Data Integration
3 33 (8.99%) Visualisation
4 25 (6.81%) Computer Science
5 18 (4.90%) Management Information System
6 14 (3.81%) Enterprise Software
6 14 (3.81%) Fintech
7 13 (3.54%) Economics
8 12 (3.27%) Credit Risk
8 12 (3.27%) Online Games
8 12 (3.27%) Statistics
9 11 (3.00%) Replication
10 10 (2.72%) Mathematics
11 6 (1.63%) Data Structures
12 3 (0.82%) Cybercrime
12 3 (0.82%) Data Conversion
12 3 (0.82%) Data Extraction
12 3 (0.82%) W3C
13 2 (0.54%) Mobile Computing
14 1 (0.27%) Virtual Team
Operating Systems
1 10 (2.72%) Unix
2 7 (1.91%) Linux
3 3 (0.82%) Windows
4 1 (0.27%) Windows Server 2012
Processes & Methodologies
1 319 (86.92%) Business Intelligence
2 251 (68.39%) ETL
3 152 (41.42%) Kimball Methodology
4 97 (26.43%) Analytics
5 96 (26.16%) Agile Software Development
6 74 (20.16%) SDLC
7 61 (16.62%) Data Modelling
8 51 (13.90%) Performance Tuning
9 42 (11.44%) Project Management
10 40 (10.90%) Data Management
11 35 (9.54%) Data Analytics
11 35 (9.54%) Data Architecture
12 34 (9.26%) Mentoring
13 32 (8.72%) Scrum
14 28 (7.63%) Data Governance
14 28 (7.63%) Migration
15 27 (7.36%) Dashboard Development
16 24 (6.54%) E-Commerce
17 23 (6.27%) Coaching
18 22 (5.99%) Business Analytics
Programming Languages
1 240 (65.40%) SQL
2 84 (22.89%) T-SQL
3 67 (18.26%) PL/SQL
4 23 (6.27%) C#
5 21 (5.72%) Java
6 16 (4.36%) R
6 16 (4.36%) VBA
7 15 (4.09%) C
8 14 (3.81%) Data Analysis Expressions (DAX)
9 8 (2.18%) Shell Script
10 5 (1.36%) Python
10 5 (1.36%) VB.NET
11 3 (0.82%) XPath
12 2 (0.54%) PowerShell
13 1 (0.27%) C++
13 1 (0.27%) JavaScript
13 1 (0.27%) PHP
13 1 (0.27%) VB
Qualifications
1 68 (18.53%) Degree
2 7 (1.91%) IBM Certification
3 6 (1.63%) HND
4 5 (1.36%) DV Cleared
4 5 (1.36%) Security Cleared
5 4 (1.09%) HNC
6 3 (0.82%) ISEB
7 1 (0.27%) APMP
7 1 (0.27%) MCITP
7 1 (0.27%) MCSE
7 1 (0.27%) Microsoft Certification
7 1 (0.27%) PMP
Quality Assurance & Compliance
1 62 (16.89%) Data Quality
2 26 (7.08%) QA
3 7 (1.91%) SLA
4 3 (0.82%) PCI DSS
5 1 (0.27%) Solvency II
System Software
1 4 (1.09%) Oracle RAC
2 3 (0.82%) Oracle Clusterware
Systems Management
1 4 (1.09%) Data Guard
2 3 (0.82%) Control-M
2 3 (0.82%) Hadoop YARN
2 3 (0.82%) Oracle Flashback
2 3 (0.82%) Oracle RMAN
Vendors
1 157 (42.78%) Oracle
2 104 (28.34%) Microsoft
3 75 (20.44%) Informatica
4 65 (17.71%) Tableau
5 31 (8.45%) Cognos
6 27 (7.36%) Teradata
7 25 (6.81%) Hyperion
8 21 (5.72%) IBM
9 19 (5.18%) MicroStrategy
9 19 (5.18%) Netezza
10 18 (4.90%) SAP
11 15 (4.09%) Ab Initio
12 11 (3.00%) Sybase
13 10 (2.72%) Anaplan
14 8 (2.18%) Talend
15 5 (1.36%) Google
15 5 (1.36%) Omniture
15 5 (1.36%) Vertica
16 4 (1.09%) Alteryx
16 4 (1.09%) Greenplum
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Salary: £30k - 40k per year
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Modis International
Salary: £35000 - £45000 per annum + Benefits
Posted: 6 days ago
Clitheroe, Lancashire
Modis International
Salary: £35000 - £45000 per annum + Benefits
Posted: 6 days ago
Manchester, Lancashire
Oscar
Salary: £40000 - £60000 per annum
Posted: 5 days ago
London
Opus Resourcing Ltd
Salary: £75000 - £90000 per annum + Bens + Bonus to 20%
Posted: Yesterday
City of London
Computer Futures
Salary: £50000 - £80000 per annum + car, bonus
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London
Networking People
Salary: £75000 - £85000 per annum + Ex Bens
Posted: 6 days ago
City, London
Royal Mail Group
Salary: Excellent Salary & Benefits
Posted: 6 days ago
Barrow-In-Furness, Cumbria
BAE Systems
Posted: 7 days ago
Oxford
Hays West And Wales
Salary: £57000.00 - £60000.00 per annum + Benefits
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Coventry, West Midlands (County)
The Coventry Building Society
Salary: £27k - 49k per year
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Oxford
Hays West And Wales
Salary: £53000.00 - £55000.00 per annum + Benefits
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London
BAE Systems Applied Intelligence Ltd
Salary: Competitive + Benefits
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West Midlands
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