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 average salaries offered in IT jobs that have cited Dimensional Modelling over the 3 months to 24 October 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
24 Oct 2014
Same period 2013 Same period 2012
Dimensional Modeling
Rank 583 588 634
Rank change year-on-year
+5 +46
Permanent jobs citing Dimensional Modelling 307 290 237
As % of all permanent IT jobs located in England 0.29% 0.29% 0.22%
As % of the Processes & Methodologies category 0.35% 0.35% 0.28%
Number of salaries quoted 213 262 213
Average salary £52,500 £57,500 £52,500
Average salary % change year-on-year
-8.69% +9.52%
90% offered a salary of more than £40,000 £38,000 £40,000
10% offered a salary of more than £75,000 £70,000 £65,000
UK excluding London average salary £50,000 £45,000 £47,500
% change year-on-year
+11.11% -5.26%
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
87785 82919 84498
As % of all permanent IT jobs located in England 82.14% 81.58% 79.26%
Number of salaries quoted 71606 68904 71839
Average salary £49,500 £47,500 £45,500
Average salary % change year-on-year
+4.21% +4.39%
90% offered a salary of more than £31,500 £30,000 £30,000
10% offered a salary of more than £72,500 £72,000 £72,500
UK excluding London average salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

Dimensional Modelling
Jobs Demand Trend in England

This chart provides a 3-month moving total of permanent IT jobs citing Dimensional Modelling across the England region as a proportion of the total demand within 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 October 2014.

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 average salaries quoted in IT jobs citing Dimensional Modelling within the England region over the 3 months to 24 October 2014. 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London -10 176 £55,000 -8.33% 22
West Midlands +17 52 £46,500 -12.26%
South East +14 43 £50,000 +5.26% 3
East of England -8 13 £50,000 -13.04%
Yorkshire -65 9 £38,500 -1.28%
South West -16 8 £37,500 - 2
North West -23 8 £50,000 -11.11%
East Midlands +3 3 - -
North East - 3 - -
Dimensional Modelling
UK

Dimensional Modelling
Top 30 Related IT Skills in England

For the 6 months to 24 October 2014, IT jobs across the England region citing Dimensional Modelling also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Dimensional Modelling.

1 481 (77.33%) SQL
2 445 (71.54%) ETL
3 437 (70.26%) Data Warehouse
4 435 (69.94%) Business Intelligence
5 399 (64.15%) SQL Server
6 289 (46.46%) SQL Server Integration Services
7 229 (36.82%) T-SQL
8 228 (36.66%) Oracle
9 199 (31.99%) SQL Server Analysis Services
10 185 (29.74%) SQL Server Reporting Services
11 182 (29.26%) Kimball Methodology
12 181 (29.10%) Agile Software Development
13 180 (28.94%) Finance
14 157 (25.24%) Microsoft
15 147 (23.63%) SQL Server 2008
16 142 (22.83%) Cognos
17 138 (22.19%) MS Excel
18 133 (21.38%) OLAP
19 131 (21.06%) Data Modelling
20 108 (17.36%) IBM
21 99 (15.92%) Informatica
22 92 (14.79%) Scrum
23 90 (14.47%) Business Objects
24 89 (14.31%) Data Analysis
24 89 (14.31%) Analytical Skills
25 86 (13.83%) SAP
26 80 (12.86%) Performance Tuning
27 78 (12.54%) PL/SQL
28 76 (12.22%) Data Structures
29 74 (11.90%) Relational Database

Dimensional Modelling
Top Related IT Skills in England by Category

For the 6 months to 24 October 2014, IT jobs across the England region citing Dimensional Modelling also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Dimensional Modelling. Up to 20 skills are shown per category.

Application Platforms
1 30 (4.82%) SharePoint
2 28 (4.50%) SAS
3 8 (1.29%) IIS
4 6 (0.96%) Moodle
5 1 (0.16%) Apache Spark
5 1 (0.16%) BizTalk Server
Applications
1 138 (22.19%) MS Excel
2 24 (3.86%) PowerPivot
3 16 (2.57%) SPSS
4 8 (1.29%) Spreadsheet
5 6 (0.96%) FastStats
6 2 (0.32%) MS Office
6 2 (0.32%) MS PowerPoint
7 1 (0.16%) MS Visio
Business Applications
1 59 (9.49%) Cognos Business Intelligence
2 24 (3.86%) Oracle EBS
3 13 (2.09%) Cognos TM1
4 6 (0.96%) Cognos Planning
5 4 (0.64%) HFM
6 3 (0.48%) Google Analytics
7 2 (0.32%) SAP ERP
8 1 (0.16%) Oracle EBS R12
Cloud Services
1 2 (0.32%) SaaS
2 1 (0.16%) Cloud Computing
2 1 (0.16%) Amazon EC2
2 1 (0.16%) Amazon AWS
Communications & Networking
1 8 (1.29%) Internet
2 6 (0.96%) NAS
2 6 (0.96%) SAN
3 2 (0.32%) TCP/IP
4 1 (0.16%) DNS
4 1 (0.16%) DHCP
4 1 (0.16%) HTTP
4 1 (0.16%) SNMP
4 1 (0.16%) 3G
4 1 (0.16%) Telnet
4 1 (0.16%) 2G
4 1 (0.16%) LTE
4 1 (0.16%) 4G
4 1 (0.16%) Radio Access Network
Database & Business Intelligence
1 437 (70.26%) Data Warehouse
2 399 (64.15%) SQL Server
3 289 (46.46%) SQL Server Integration Services
4 199 (31.99%) SQL Server Analysis Services
5 185 (29.74%) SQL Server Reporting Services
6 147 (23.63%) SQL Server 2008
7 133 (21.38%) OLAP
8 74 (11.90%) Relational Database
9 71 (11.41%) SQL Server 2012
10 66 (10.61%) Microsoft Analysis Services
11 55 (8.84%) SQL Server 2005
11 55 (8.84%) Oracle BI EE
12 52 (8.36%) OLTP
13 49 (7.88%) SAP Data Services
14 47 (7.56%) Star Schema
15 45 (7.23%) RDBMS
16 43 (6.91%) Oracle ODI
16 43 (6.91%) Oracle OLAP
17 42 (6.75%) Big Data
17 42 (6.75%) DataStage
Development Applications
1 42 (6.75%) Team Foundation Server
2 37 (5.95%) Talend Open Studio
3 35 (5.63%) Visual Studio
4 21 (3.38%) ERwin
5 13 (2.09%) SQL Server Management Studio (SSMS)
6 1 (0.16%) PowerDesigner
General
1 180 (28.94%) Finance
2 39 (6.27%) Games
3 18 (2.89%) Banking
3 18 (2.89%) Marketing
3 18 (2.89%) Telecoms
4 16 (2.57%) Advertising
5 12 (1.93%) Retail
6 6 (0.96%) Publishing
7 5 (0.80%) Billing
7 5 (0.80%) Front Office
8 4 (0.64%) Pharmaceutical
8 4 (0.64%) Online Betting
8 4 (0.64%) Manufacturing
9 3 (0.48%) Investment Banking
9 3 (0.48%) Aerospace
10 2 (0.32%) Automotive
11 1 (0.16%) Law
11 1 (0.16%) Financial Institution
Job Titles
1 390 (62.70%) Developer
2 179 (28.78%) Business Intelligence Developer
3 108 (17.36%) Senior Developer
4 79 (12.70%) SQL Developer
5 73 (11.74%) ETL Developer
6 72 (11.58%) Business Developer
7 68 (10.93%) Data Warehouse Developer
8 54 (8.68%) DBA
9 46 (7.40%) Analyst
9 46 (7.40%) SQL DBA
10 44 (7.07%) Team Leader
11 40 (6.43%) Cognos Developer
11 40 (6.43%) Senior Business Intelligence Developer
12 34 (5.47%) Cognos BI Developer
13 33 (5.31%) Architect
14 32 (5.14%) Administrator
14 32 (5.14%) Oracle Data Warehouse Developer
15 31 (4.98%) OBIEE Developer
16 29 (4.66%) Oracle BI Developer
16 29 (4.66%) Business Analyst
Libraries, Frameworks & Software Standards
1 73 (11.74%) MDX
2 45 (7.23%) .NET
3 39 (6.27%) XML
4 26 (4.18%) XSLT
5 15 (2.41%) HTML
6 12 (1.93%) ASP.NET
7 11 (1.77%) Web Services
8 8 (1.29%) CSS
9 7 (1.13%) SAP XI
10 3 (0.48%) Middleware
11 1 (0.16%) XHTML
11 1 (0.16%) COM
11 1 (0.16%) WCF
11 1 (0.16%) WPF
11 1 (0.16%) Silverlight
11 1 (0.16%) Django
11 1 (0.16%) RabbitMQ
11 1 (0.16%) REST
11 1 (0.16%) Kafka
Miscellaneous
1 89 (14.31%) Analytical Skills
2 76 (12.22%) Data Structures
3 47 (7.56%) Computer Science
4 38 (6.11%) Visualisation
5 35 (5.63%) Clustering
6 30 (4.82%) Online Games
7 26 (4.18%) Management Information System
8 18 (2.89%) iPad
9 16 (2.57%) Data Integration
10 13 (2.09%) Mathematics
11 10 (1.61%) Replication
12 8 (1.29%) Reference Data
12 8 (1.29%) Data Conversion
13 6 (0.96%) Statistics
13 6 (0.96%) Data Protection Act
14 5 (0.80%) Physics
14 5 (0.80%) Data Extraction
15 3 (0.48%) Open Source
15 3 (0.48%) GIS
16 2 (0.32%) Taxonomies
Operating Systems
1 45 (7.23%) UNIX
2 35 (5.63%) Linux
3 27 (4.34%) Windows
4 18 (2.89%) Android
5 6 (0.96%) Windows Server 2008
5 6 (0.96%) Windows Server 2012
Processes & Methodologies
1 445 (71.54%) ETL
2 435 (69.94%) Business Intelligence
3 182 (29.26%) Kimball Methodology
4 181 (29.10%) Agile Software Development
5 131 (21.06%) Data Modelling
6 92 (14.79%) Scrum
7 89 (14.31%) Data Analysis
8 80 (12.86%) Performance Tuning
9 64 (10.29%) Unit Testing
10 59 (9.49%) Line Management
11 58 (9.32%) Analytics
12 51 (8.20%) Mentoring
13 45 (7.23%) Data Mapping
14 39 (6.27%) E-Commerce
15 37 (5.95%) Change Management
16 34 (5.47%) Inmon Methodology
17 31 (4.98%) Continuous Improvement
18 30 (4.82%) Migration
18 30 (4.82%) Project Management
18 30 (4.82%) Data Management
Programming Languages
1 481 (77.33%) SQL
2 229 (36.82%) T-SQL
3 78 (12.54%) PL/SQL
4 51 (8.20%) C#
5 20 (3.22%) Java
6 19 (3.05%) JavaScript
6 19 (3.05%) VB.NET
7 13 (2.09%) R
8 12 (1.93%) Shell Script
9 8 (1.29%) C++
10 7 (1.13%) Python
11 5 (0.80%) VBA
12 4 (0.64%) C
12 4 (0.64%) MATLAB
12 4 (0.64%) VBScript
12 4 (0.64%) VB
13 2 (0.32%) Perl
13 2 (0.32%) XPath
14 1 (0.16%) SAS Macro
14 1 (0.16%) Clojure
Qualifications
1 55 (8.84%) Degree
2 13 (2.09%) Microsoft Certification
3 10 (1.61%) Security Cleared
4 9 (1.45%) MCSE
5 8 (1.29%) MCTS
6 7 (1.13%) MCITP
7 6 (0.96%) MCSA
8 3 (0.48%) NVQ Level 3
9 2 (0.32%) SAS Certification
10 1 (0.16%) ISEB
10 1 (0.16%) SC Cleared
10 1 (0.16%) MCP
Quality Assurance & Compliance
1 58 (9.32%) QA
2 14 (2.25%) Data Quality
3 2 (0.32%) Sarbanes-Oxley
3 2 (0.32%) Basel II
4 1 (0.16%) ISO 9000
System Software
1 4 (0.64%) VMware Infrastructure
1 4 (0.64%) HDFS
Systems Management
1 3 (0.48%) MOM
2 1 (0.16%) Nagios
2 1 (0.16%) Opscode Chef
Vendors
1 228 (36.66%) Oracle
2 157 (25.24%) Microsoft
3 142 (22.83%) Cognos
4 108 (17.36%) IBM
5 99 (15.92%) Informatica
6 90 (14.47%) Business Objects
7 86 (13.83%) SAP
8 37 (5.95%) PeopleSoft
8 37 (5.95%) Tableau
8 37 (5.95%) Talend
9 34 (5.47%) MicroStrategy
10 32 (5.14%) Sybase
10 32 (5.14%) Teradata
11 21 (3.38%) Ab Initio
12 17 (2.73%) Netezza
12 17 (2.73%) Vertica
13 10 (1.61%) Red Gate
14 7 (1.13%) Adobe
14 7 (1.13%) Hyperion
14 7 (1.13%) Birst
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