The table below looks at the statistics for Dimensional Modelling skills in IT jobs advertised for the London region. Included is a guide to the salaries offered in IT jobs that have cited Dimensional Modelling over the 3 months to 1 October 2016 with a comparison to the same period over the previous 2 years.

3 months to
1 Oct 2016
Same period 2015 Same period 2014
Dimensional Modelling
Rank 533 554 506
Rank change year-on-year
+21 -48
Permanent jobs citing Dimensional Modelling 77 117 163
As % of all permanent IT jobs located in London 0.21% 0.27% 0.36%
As % of the Processes & Methodologies category 0.23% 0.30% 0.41%
Number of salaries quoted 71 95 130
Median salary £65,000 £57,500 £55,000
Median salary % change year-on-year
+13.04% +4.54%
90% offered a salary of more than £45,000 £47,500 £45,000
10% offered a salary of more than £80,000 £70,000 £63,650
UK excluding London median salary £43,000 £49,750 £50,000
% change year-on-year
-13.56% -0.50%
Dimensional Modelling
England

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the London region.

Processes & Methodologies Category
London
Permanent IT job ads with a match in the
Processes & Methodologies category
33639 38745 39741
As % of all permanent IT jobs located in London 89.76% 88.34% 86.70%
Number of salaries quoted 29068 32702 32704
Median salary £60,000 £58,000 £55,000
Median salary % change year-on-year
+3.44% +5.45%
90% offered a salary of more than £40,000 £38,000 £37,500
10% offered a salary of more than £85,000 £80,000 £82,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Dimensional Modelling
Jobs Demand Trend in London

The demand trend of job ads across the London 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 London

Dimensional Modelling
Salary Trend in London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Dimensional Modelling across the London region.

Dimensional Modelling Salary Trend in London

Dimensional Modelling
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing Dimensional Modelling across the London region over the 3 months to 1 October 2016.

Dimensional Modelling Salary Histogram in London

Dimensional Modelling
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Dimensional Modelling within the London region over the 3 months to 1 October 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
City of London +34 14 £65,000 +13.04% 4
Dimensional Modelling
England

Dimensional Modelling
Top 30 Related IT Skills in London

For the 6 months to 1 October 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 London region with a requirement for Dimensional Modelling.

1 149 (80.11%) Business Intelligence
2 140 (75.27%) Data Warehouse
3 122 (65.59%) SQL
4 120 (64.52%) ETL
5 102 (54.84%) SQL Server
6 86 (46.24%) Kimball Methodology
7 81 (43.55%) SQL Server Integration Services
8 69 (37.10%) Finance
9 68 (36.56%) SQL Server Reporting Services
10 61 (32.80%) SQL Server Analysis Services
11 56 (30.11%) Agile Software Development
11 56 (30.11%) Analytics
12 54 (29.03%) Oracle
13 51 (27.42%) SQL Server 2012
14 50 (26.88%) Microsoft
15 46 (24.73%) Analytical Skills
16 45 (24.19%) T-SQL
17 41 (22.04%) MS Excel
18 40 (21.51%) BusinessObjects
19 38 (20.43%) Relational Database
20 37 (19.89%) OLAP
21 36 (19.35%) Data Modelling
22 33 (17.74%) Degree
23 32 (17.20%) SQL Server 2008
23 32 (17.20%) Big Data
23 32 (17.20%) Tableau
24 31 (16.67%) MDX
25 30 (16.13%) Hadoop
26 29 (15.59%) Microsoft Analysis Services
27 28 (15.05%) QlikView

Dimensional Modelling
Top Related IT Skills in London 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 6 (3.23%) SAS
2 4 (2.15%) Apache Spark
3 3 (1.61%) SharePoint
4 2 (1.08%) Apache
Applications
1 41 (22.04%) MS Excel
2 8 (4.30%) MS Visio
3 4 (2.15%) MS Office
4 1 (0.54%) Spreadsheet
Business Applications
1 14 (7.53%) Cognos TM1
2 9 (4.84%) Cognos Business Intelligence
Cloud Services
1 16 (8.60%) Amazon AWS
2 10 (5.38%) Amazon EMR
2 10 (5.38%) Amazon S3
3 5 (2.69%) Google Analytics
4 4 (2.15%) Microsoft Azure
5 3 (1.61%) Amazon EC2
Communications & Networking
1 7 (3.76%) Internet
2 1 (0.54%) Network Security
Database & Business Intelligence
1 140 (75.27%) Data Warehouse
2 102 (54.84%) SQL Server
3 81 (43.55%) SQL Server Integration Services
4 68 (36.56%) SQL Server Reporting Services
5 61 (32.80%) SQL Server Analysis Services
6 51 (27.42%) SQL Server 2012
7 40 (21.51%) BusinessObjects
8 38 (20.43%) Relational Database
9 37 (19.89%) OLAP
10 32 (17.20%) Big Data
10 32 (17.20%) SQL Server 2008
11 30 (16.13%) Hadoop
12 29 (15.59%) Microsoft Analysis Services
13 28 (15.05%) QlikView
14 21 (11.29%) OLAP Cube
15 19 (10.22%) MySQL
15 19 (10.22%) Oracle Database
15 19 (10.22%) SQL Server 2005
15 19 (10.22%) SQL Server 2014
16 16 (8.60%) OLTP
Development Applications
1 10 (5.38%) Talend Open Studio
2 6 (3.23%) Team Foundation Server
3 3 (1.61%) ERwin
3 3 (1.61%) JIRA
3 3 (1.61%) Visual Studio
4 2 (1.08%) PVCS
4 2 (1.08%) Toad
5 1 (0.54%) Jenkins
General
1 69 (37.10%) Finance
2 12 (6.45%) Banking
3 11 (5.91%) Retail
4 10 (5.38%) Telecoms
5 9 (4.84%) Games
5 9 (4.84%) Marketing
6 8 (4.30%) Investment Banking
7 6 (3.23%) Publishing
8 5 (2.69%) Billing
8 5 (2.69%) Legal
9 4 (2.15%) Front Office
10 2 (1.08%) Financial Institution
10 2 (1.08%) Law
11 1 (0.54%) Back Office
11 1 (0.54%) Manufacturing
Job Titles
1 90 (48.39%) Developer
2 44 (23.66%) Business Intelligence Developer
3 32 (17.20%) Analyst
4 30 (16.13%) SQL Developer
5 27 (14.52%) Data Warehouse Developer
6 26 (13.98%) SQL BI Developer
7 24 (12.90%) Architect
8 23 (12.37%) Data Architect
9 20 (10.75%) Consultant
10 17 (9.14%) SSAS Developer
11 16 (8.60%) Business Intelligence Analyst
12 15 (8.06%) TM1 Consultant
13 14 (7.53%) Hyperion Consultant
14 12 (6.45%) SSIS Developer
15 11 (5.91%) Analyst Developer
15 11 (5.91%) Oracle Developer
16 9 (4.84%) Big Data Architect
16 9 (4.84%) Cognos Consultant
16 9 (4.84%) MicroStrategy Developer
16 9 (4.84%) SSRS Developer
Libraries, Frameworks & Software Standards
1 31 (16.67%) MDX
2 12 (6.45%) Web Services
3 9 (4.84%) Kafka
3 9 (4.84%) Oracle GoldenGate
4 8 (4.30%) XML
5 4 (2.15%) .NET
5 4 (2.15%) Velocity
6 3 (1.61%) ODBC
7 1 (0.54%) ASP.NET
7 1 (0.54%) CSS
7 1 (0.54%) jQuery
7 1 (0.54%) XSLT
Miscellaneous
1 46 (24.73%) Analytical Skills
2 18 (9.68%) Visualisation
3 14 (7.53%) Fintech
4 13 (6.99%) Data Integration
5 12 (6.45%) Computer Science
5 12 (6.45%) Replication
6 9 (4.84%) Economics
6 9 (4.84%) Management Information System
6 9 (4.84%) Online Games
6 9 (4.84%) Statistics
7 8 (4.30%) Credit Risk
7 8 (4.30%) Enterprise Software
8 6 (3.23%) Data Extraction
9 5 (2.69%) Mathematics
10 3 (1.61%) Data Structures
11 1 (0.54%) Cybercrime
11 1 (0.54%) Digital Media
11 1 (0.54%) Embedded Systems
11 1 (0.54%) Market Risk
11 1 (0.54%) Virtual Team
Operating Systems
1 2 (1.08%) Unix
1 2 (1.08%) Windows
2 1 (0.54%) Linux
Processes & Methodologies
1 149 (80.11%) Business Intelligence
2 120 (64.52%) ETL
3 86 (46.24%) Kimball Methodology
4 56 (30.11%) Agile Software Development
4 56 (30.11%) Analytics
5 36 (19.35%) Data Modelling
6 28 (15.05%) Project Management
7 24 (12.90%) Performance Tuning
8 23 (12.37%) SDLC
9 22 (11.83%) Data Architecture
10 20 (10.75%) Data Analytics
11 19 (10.22%) Business Analytics
11 19 (10.22%) Data Management
12 18 (9.68%) Scrum
13 15 (8.06%) Data Governance
13 15 (8.06%) DNA
13 15 (8.06%) E-Commerce
14 13 (6.99%) Mentoring
14 13 (6.99%) Translating Business Requirements
14 13 (6.99%) Use Case
Programming Languages
1 122 (65.59%) SQL
2 45 (24.19%) T-SQL
3 23 (12.37%) PL/SQL
4 15 (8.06%) VBA
5 13 (6.99%) Java
6 9 (4.84%) R
7 8 (4.30%) C
7 8 (4.30%) Data Analysis Expressions (DAX)
8 7 (3.76%) C#
9 3 (1.61%) VB.NET
10 2 (1.08%) JavaScript
10 2 (1.08%) PowerShell
10 2 (1.08%) Shell Script
11 1 (0.54%) PHP
11 1 (0.54%) Python
11 1 (0.54%) VB
Qualifications
1 33 (17.74%) Degree
2 1 (0.54%) APMP
2 1 (0.54%) DV Cleared
2 1 (0.54%) HND
2 1 (0.54%) MCITP
2 1 (0.54%) MCSE
2 1 (0.54%) Microsoft Certification
2 1 (0.54%) PMP
2 1 (0.54%) Security Cleared
Quality Assurance & Compliance
1 27 (14.52%) Data Quality
2 15 (8.06%) QA
3 3 (1.61%) PCI DSS
System Software
1 1 (0.54%) Oracle RAC
Systems Management
1 2 (1.08%) Control-M
2 1 (0.54%) Data Guard
Vendors
1 54 (29.03%) Oracle
2 50 (26.88%) Microsoft
3 32 (17.20%) Tableau
4 19 (10.22%) Informatica
5 17 (9.14%) Cognos
5 17 (9.14%) SAP
6 16 (8.60%) Hyperion
7 15 (8.06%) IBM
8 14 (7.53%) Anaplan
9 11 (5.91%) MicroStrategy
9 11 (5.91%) Sybase
10 10 (5.38%) Talend
10 10 (5.38%) Teradata
11 8 (4.30%) Ab Initio
12 5 (2.69%) Google
12 5 (2.69%) Netezza
12 5 (2.69%) Omniture
13 3 (1.61%) Alteryx
13 3 (1.61%) CA
13 3 (1.61%) Yardi
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