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 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
24 Jan 2017
Same period 2016 Same period 2015
Dimensional Modelling
UK / England
Rank 723 665 677
Rank change year-on-year
-58 +12
Permanent jobs citing Dimensional Modelling 117 246 247
As % of all permanent IT jobs located in England 0.15% 0.27% 0.25%
As % of the Processes & Methodologies category 0.17% 0.30% 0.30%
Number of salaries quoted 103 162 215
Median salary £52,500 £50,000 £52,500
Median salary % change year-on-year
+5.00% -4.76%
90% offered a salary of more than £40,000 £37,500 £40,000
10% offered a salary of more than £67,500 £70,000 £74,000
UK excluding London median salary £45,000 £45,000 £45,000

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
69486 81091 83390
As % of all permanent IT jobs located in England 88.16% 87.73% 86.07%
Number of salaries quoted 57715 68186 69254
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 £32,500 £31,500
10% offered a salary of more than £77,500 £72,500 £77,500
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 January 2017.

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 January 2017. 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 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 -14 75 £58,500 -2.50% 3
South East +33 13 £50,000 +11.11%
South West +10 5 £45,000 -18.91%
West Midlands -14 5 £40,000 -15.78% 4
East of England +21 4 £41,250 -8.33% 1
North East -2 4 £45,000 +24.85%
East Midlands -3 4 £45,000 -5.26% 1
Yorkshire +5 2 £37,500 -
North West -20 1 £45,000 +5.88% 1
Dimensional Modelling
UK

Dimensional Modelling
Top 30 Related IT Skills in England

For the 6 months to 24 January 2017, 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.

1 237 (81.72%) Business Intelligence
2 212 (73.10%) Data Warehouse
3 207 (71.38%) SQL
4 173 (59.66%) ETL
5 151 (52.07%) SQL Server
6 127 (43.79%) SQL Server Integration Services
7 113 (38.97%) T-SQL
8 103 (35.52%) Kimball Methodology
9 91 (31.38%) SQL Server Reporting Services
10 86 (29.66%) SQL Server Analysis Services
11 82 (28.28%) Finance
12 77 (26.55%) Data Modelling
13 76 (26.21%) Oracle
14 72 (24.83%) Agile Software Development
15 65 (22.41%) Microsoft
16 64 (22.07%) Analytics
17 62 (21.38%) OLAP
18 60 (20.69%) Cognos
19 49 (16.90%) Visualisation
19 49 (16.90%) Big Data
20 45 (15.52%) MDX
21 43 (14.83%) PL/SQL
22 41 (14.14%) MS Excel
22 41 (14.14%) Cognos Business Intelligence
22 41 (14.14%) Hadoop
22 41 (14.14%) Analytical Skills
23 39 (13.45%) Retail
24 38 (13.10%) Relational Database
25 36 (12.41%) SQL Server 2012
25 36 (12.41%) Power BI

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 (6.90%) SharePoint
2 11 (3.79%) SAS
3 8 (2.76%) Apache Pig
4 3 (1.03%) Apache Spark
5 1 (0.34%) Apache Airflow
5 1 (0.34%) Luigi
Applications
1 41 (14.14%) MS Excel
2 8 (2.76%) MS Visio
3 3 (1.03%) MS Office
Business Applications
1 41 (14.14%) Cognos Business Intelligence
2 16 (5.52%) Cognos Planning
3 7 (2.41%) Cognos TM1
4 2 (0.69%) Dynamics CRM
4 2 (0.69%) Maximo
4 2 (0.69%) TRIRIGA
5 1 (0.34%) Dynamics AX
Cloud Services
1 25 (8.62%) Amazon AWS
2 21 (7.24%) Amazon S3
3 16 (5.52%) Amazon EMR
4 13 (4.48%) GitHub
5 4 (1.38%) Google Cloud Platform
5 4 (1.38%) Microsoft Azure
5 4 (1.38%) SaaS
6 3 (1.03%) Amazon EC2
Communications & Networking
1 13 (4.48%) Internet
Database & Business Intelligence
1 212 (73.10%) Data Warehouse
2 151 (52.07%) SQL Server
3 127 (43.79%) SQL Server Integration Services
4 91 (31.38%) SQL Server Reporting Services
5 86 (29.66%) SQL Server Analysis Services
6 62 (21.38%) OLAP
7 49 (16.90%) Big Data
8 41 (14.14%) Hadoop
9 38 (13.10%) Relational Database
10 36 (12.41%) Power BI
10 36 (12.41%) SQL Server 2012
11 35 (12.07%) Microsoft Analysis Services
12 33 (11.38%) BusinessObjects
12 33 (11.38%) QlikView
13 32 (11.03%) SQL Server 2008
13 32 (11.03%) SQL Server 2014
14 29 (10.00%) Cognos Analysis Studio
14 29 (10.00%) Cognos Event Studio
14 29 (10.00%) Cognos Framework Manager
14 29 (10.00%) Cognos Report Studio
Development Applications
1 21 (7.24%) JIRA
2 20 (6.90%) SQL Server Management Studio (SSMS)
3 12 (4.14%) Talend Open Studio
4 10 (3.45%) Team Foundation Server
5 9 (3.10%) Jenkins
5 9 (3.10%) Vagrant
6 8 (2.76%) ERwin
7 6 (2.07%) Git (software)
7 6 (2.07%) MSBuild
8 5 (1.72%) Cucumber
9 1 (0.34%) Visual Studio
General
1 82 (28.28%) Finance
2 39 (13.45%) Retail
3 16 (5.52%) Games
4 13 (4.48%) Banking
5 8 (2.76%) Manufacturing
5 8 (2.76%) Marketing
6 7 (2.41%) Retail Banking
7 6 (2.07%) Publishing
8 5 (1.72%) Legal
9 4 (1.38%) Billing
9 4 (1.38%) Local Government
10 3 (1.03%) Advertising
10 3 (1.03%) Law
11 2 (0.69%) Automotive
11 2 (0.69%) Music Industry
11 2 (0.69%) Pharmaceutical
11 2 (0.69%) Telecoms
12 1 (0.34%) Financial Institution
12 1 (0.34%) Front Office
Job Titles
1 137 (47.24%) Developer
2 73 (25.17%) Business Intelligence Developer
3 63 (21.72%) Analyst
4 50 (17.24%) SQL Developer
5 38 (13.10%) Architect
6 34 (11.72%) Data Architect
7 30 (10.34%) Business Intelligence Analyst
8 25 (8.62%) Business Intelligence Specialist
8 25 (8.62%) Cognos Specialist
9 23 (7.93%) SQL BI Developer
10 21 (7.24%) SSIS Developer
11 20 (6.90%) Consultant
11 20 (6.90%) Data Warehouse Developer
12 19 (6.55%) Business Developer
13 16 (5.52%) Analyst Developer
13 16 (5.52%) Data Warehouse Architect
13 16 (5.52%) ETL Developer
13 16 (5.52%) Oracle Developer
14 15 (5.17%) Big Data Architect
15 14 (4.83%) SSRS Developer
Libraries, Frameworks & Software Standards
1 45 (15.52%) MDX
2 18 (6.21%) .NET
3 15 (5.17%) Kafka
4 11 (3.79%) Oracle GoldenGate
4 11 (3.79%) Web Services
5 8 (2.76%) XML
6 5 (1.72%) .NET Framework
7 2 (0.69%) CSS
7 2 (0.69%) HTML
7 2 (0.69%) SQLAlchemy
Miscellaneous
1 49 (16.90%) Visualisation
2 41 (14.14%) Analytical Skills
3 15 (5.17%) Management Information System
3 15 (5.17%) Online Games
4 11 (3.79%) Data Integration
4 11 (3.79%) Fintech
4 11 (3.79%) Replication
5 9 (3.10%) Economics
6 7 (2.41%) Data Extraction
6 7 (2.41%) Mathematics
7 6 (2.07%) Statistics
8 5 (1.72%) Computer Science
9 4 (1.38%) Physics
10 3 (1.03%) Data Structures
10 3 (1.03%) Enterprise Software
11 2 (0.69%) Mobile Computing
11 2 (0.69%) SWIFT
Operating Systems
1 7 (2.41%) Windows
1 7 (2.41%) Windows Server 2012
Processes & Methodologies
1 237 (81.72%) Business Intelligence
2 173 (59.66%) ETL
3 103 (35.52%) Kimball Methodology
4 77 (26.55%) Data Modelling
5 72 (24.83%) Agile Software Development
6 64 (22.07%) Analytics
7 32 (11.03%) Scrum
8 28 (9.66%) ETL Development
9 26 (8.97%) Data Analysis
10 24 (8.28%) Mentoring
11 23 (7.93%) Project Management
12 21 (7.24%) Data Architecture
13 16 (5.52%) Data Management
13 16 (5.52%) E-Commerce
13 16 (5.52%) Technical Architecture
14 14 (4.83%) Translating Business Requirements
15 13 (4.48%) Data Transformation
15 13 (4.48%) Data Visualisation
15 13 (4.48%) Kanban
15 13 (4.48%) Migration
Programming Languages
1 207 (71.38%) SQL
2 113 (38.97%) T-SQL
3 43 (14.83%) PL/SQL
4 21 (7.24%) Java
5 20 (6.90%) R
6 12 (4.14%) C#
7 11 (3.79%) VBA
8 8 (2.76%) Python
9 5 (1.72%) JavaScript
9 5 (1.72%) PowerShell
9 5 (1.72%) Shell Script
9 5 (1.72%) VB.NET
10 3 (1.03%) C
10 3 (1.03%) C++
10 3 (1.03%) Data Analysis Expressions (DAX)
11 1 (0.34%) Scala
Qualifications
1 29 (10.00%) Degree
2 2 (0.69%) Microsoft Certification
3 1 (0.34%) ISEB
Quality Assurance & Compliance
1 33 (11.38%) Data Quality
2 13 (4.48%) QA
3 2 (0.69%) SEPA
3 2 (0.69%) TARGET2
4 1 (0.34%) IFRS
4 1 (0.34%) IFRS 9
4 1 (0.34%) Solvency II
System Software
1 5 (1.72%) HDFS
Systems Management
1 13 (4.48%) Puppet
2 3 (1.03%) Hadoop YARN
Vendors
1 76 (26.21%) Oracle
2 65 (22.41%) Microsoft
3 60 (20.69%) Cognos
4 19 (6.55%) Tableau
5 17 (5.86%) Netezza
5 17 (5.86%) SAP
6 16 (5.52%) MicroStrategy
7 14 (4.83%) Informatica
8 13 (4.48%) IBM
9 12 (4.14%) Talend
10 7 (2.41%) Anaplan
10 7 (2.41%) Hyperion
11 4 (1.38%) Google
12 3 (1.03%) Ab Initio
12 3 (1.03%) Alteryx
13 2 (0.69%) CA
13 2 (0.69%) Hortonworks
13 2 (0.69%) MapR
13 2 (0.69%) Teradata
13 2 (0.69%) Trillium
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