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 21 October 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
21 Oct 2014
Same period 2013 Same period 2012
Dimensional Modeling
Rank 586 590 648
Rank change year-on-year
+4 +58
Permanent jobs citing Dimensional Modelling 306 282 236
As % of all permanent IT jobs located in England 0.29% 0.28% 0.22%
As % of the Processes & Methodologies category 0.35% 0.34% 0.27%
Number of salaries quoted 211 255 211
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 £37,500 £40,000
10% offered a salary of more than £75,000 £70,000 £65,000
UK excluding London average salary £50,000 £45,000 £49,500
% change year-on-year
+11.11% -9.09%
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
87519 82414 85838
As % of all permanent IT jobs located in England 82.06% 81.55% 79.19%
Number of salaries quoted 71255 68412 72904
Average salary £49,500 £47,500 £45,673
Average salary % change year-on-year
+4.21% +4.00%
90% offered a salary of more than £31,500 £30,000 £30,000
10% offered a salary of more than £72,500 £72,500 £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 21 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 21 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 -19 176 £55,000 -8.33% 17
West Midlands +14 54 £46,500 -12.26% 1
South East +19 42 £50,000 +5.26% 1
East of England -15 11 £50,000 -13.04%
Yorkshire -48 9 £38,500 -1.28%
North West -11 8 £50,000 -14.89% 1
South West -19 8 £37,500 -11.76% 2
East Midlands -4 3 - -
North East - 3 - - 1
Dimensional Modelling
UK

Dimensional Modelling
Top 30 Related IT Skills in England

For the 6 months to 21 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.

1 479 (77.26%) SQL
2 442 (71.29%) ETL
3 440 (70.97%) Data Warehouse
4 435 (70.16%) Business Intelligence
5 399 (64.35%) SQL Server
6 291 (46.94%) SQL Server Integration Services
7 228 (36.77%) T-SQL
8 227 (36.61%) Oracle
9 201 (32.42%) SQL Server Analysis Services
10 187 (30.16%) SQL Server Reporting Services
11 184 (29.68%) Kimball Methodology
12 182 (29.35%) Agile Software Development
13 177 (28.55%) Finance
14 159 (25.65%) Microsoft
15 148 (23.87%) SQL Server 2008
16 143 (23.06%) Cognos
17 138 (22.26%) MS Excel
18 136 (21.94%) OLAP
19 131 (21.13%) Data Modelling
20 110 (17.74%) IBM
21 99 (15.97%) Informatica
22 92 (14.84%) Scrum
23 91 (14.68%) Business Objects
24 90 (14.52%) Analytical Skills
25 87 (14.03%) SAP
25 87 (14.03%) Data Analysis
26 81 (13.06%) Performance Tuning
27 78 (12.58%) Data Structures
27 78 (12.58%) PL/SQL
28 76 (12.26%) Relational Database

Dimensional Modelling
Top Related IT Skills in England by Category

For the 6 months to 21 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 29 (4.68%) SharePoint
1 29 (4.68%) SAS
2 8 (1.29%) IIS
3 5 (0.81%) Moodle
4 1 (0.16%) BizTalk Server
4 1 (0.16%) Apache Spark
Applications
1 138 (22.26%) MS Excel
2 25 (4.03%) PowerPivot
3 17 (2.74%) SPSS
4 8 (1.29%) Spreadsheet
5 6 (0.97%) FastStats
6 2 (0.32%) MS PowerPoint
6 2 (0.32%) MS Office
7 1 (0.16%) MS Visio
Business Applications
1 60 (9.68%) Cognos Business Intelligence
2 23 (3.71%) Oracle EBS
3 13 (2.10%) Cognos TM1
4 6 (0.97%) Cognos Planning
5 4 (0.65%) 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 (0.97%) NAS
2 6 (0.97%) 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%) Telnet
4 1 (0.16%) 3G
4 1 (0.16%) 2G
4 1 (0.16%) Radio Access Network
4 1 (0.16%) 4G
4 1 (0.16%) LTE
Database & Business Intelligence
1 440 (70.97%) Data Warehouse
2 399 (64.35%) SQL Server
3 291 (46.94%) SQL Server Integration Services
4 201 (32.42%) SQL Server Analysis Services
5 187 (30.16%) SQL Server Reporting Services
6 148 (23.87%) SQL Server 2008
7 136 (21.94%) OLAP
8 76 (12.26%) Relational Database
9 73 (11.77%) SQL Server 2012
10 65 (10.48%) Microsoft Analysis Services
11 55 (8.87%) SQL Server 2005
12 54 (8.71%) Oracle BI EE
13 52 (8.39%) OLTP
14 49 (7.90%) SAP Data Services
14 49 (7.90%) Star Schema
15 46 (7.42%) RDBMS
16 43 (6.94%) Oracle OLAP
16 43 (6.94%) Oracle ODI
17 42 (6.77%) Big Data
18 40 (6.45%) Data Mart
Development Applications
1 42 (6.77%) Team Foundation Server
2 38 (6.13%) Talend Open Studio
3 35 (5.65%) Visual Studio
4 21 (3.39%) ERwin
5 13 (2.10%) SQL Server Management Studio (SSMS)
6 1 (0.16%) PowerDesigner
General
1 177 (28.55%) Finance
2 39 (6.29%) Games
3 19 (3.06%) Telecoms
3 19 (3.06%) Marketing
4 18 (2.90%) Banking
5 17 (2.74%) Advertising
6 13 (2.10%) Retail
7 6 (0.97%) Publishing
8 5 (0.81%) Billing
8 5 (0.81%) Front Office
9 4 (0.65%) Online Betting
9 4 (0.65%) Manufacturing
9 4 (0.65%) Pharmaceutical
10 3 (0.48%) Investment Banking
10 3 (0.48%) Aerospace
11 2 (0.32%) Automotive
12 1 (0.16%) Financial Institution
Job Titles
1 389 (62.74%) Developer
2 179 (28.87%) Business Intelligence Developer
3 109 (17.58%) Senior Developer
4 77 (12.42%) SQL Developer
5 74 (11.94%) Business Developer
6 72 (11.61%) ETL Developer
7 68 (10.97%) Data Warehouse Developer
8 54 (8.71%) DBA
9 46 (7.42%) SQL DBA
10 43 (6.94%) Analyst
10 43 (6.94%) Team Leader
11 40 (6.45%) Senior Business Intelligence Developer
11 40 (6.45%) Cognos Developer
12 34 (5.48%) Cognos BI Developer
12 34 (5.48%) Architect
13 32 (5.16%) Administrator
14 31 (5.00%) Oracle Data Warehouse Developer
14 31 (5.00%) OBIEE Developer
15 28 (4.52%) Business Analyst
15 28 (4.52%) Oracle BI Developer
Libraries, Frameworks & Software Standards
1 74 (11.94%) MDX
2 44 (7.10%) .NET
3 39 (6.29%) XML
4 26 (4.19%) XSLT
5 14 (2.26%) HTML
6 12 (1.94%) 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%) REST
11 1 (0.16%) Kafka
11 1 (0.16%) RabbitMQ
11 1 (0.16%) Django
11 1 (0.16%) WCF
11 1 (0.16%) WPF
11 1 (0.16%) Silverlight
Miscellaneous
1 90 (14.52%) Analytical Skills
2 78 (12.58%) Data Structures
3 47 (7.58%) Computer Science
4 40 (6.45%) Visualisation
5 35 (5.65%) Clustering
6 30 (4.84%) Online Games
7 27 (4.35%) Management Information System
8 18 (2.90%) iPad
9 15 (2.42%) Data Integration
10 13 (2.10%) Mathematics
11 10 (1.61%) Replication
12 8 (1.29%) Data Conversion
13 6 (0.97%) Data Protection Act
13 6 (0.97%) Statistics
13 6 (0.97%) Reference Data
14 5 (0.81%) Physics
15 4 (0.65%) Data Extraction
16 3 (0.48%) GIS
16 3 (0.48%) Open Source
17 2 (0.32%) Taxonomies
Operating Systems
1 45 (7.26%) UNIX
2 35 (5.65%) Linux
3 28 (4.52%) Windows
4 18 (2.90%) Android
5 6 (0.97%) Windows Server 2008
5 6 (0.97%) Windows Server 2012
Processes & Methodologies
1 442 (71.29%) ETL
2 435 (70.16%) Business Intelligence
3 184 (29.68%) Kimball Methodology
4 182 (29.35%) Agile Software Development
5 131 (21.13%) Data Modelling
6 92 (14.84%) Scrum
7 87 (14.03%) Data Analysis
8 81 (13.06%) Performance Tuning
9 64 (10.32%) Unit Testing
10 59 (9.52%) Analytics
10 59 (9.52%) Line Management
11 50 (8.06%) Mentoring
12 45 (7.26%) Data Mapping
13 39 (6.29%) E-Commerce
13 39 (6.29%) Change Management
14 35 (5.65%) Inmon Methodology
15 31 (5.00%) Project Management
16 30 (4.84%) Continuous Improvement
16 30 (4.84%) Data Management
16 30 (4.84%) Migration
Programming Languages
1 479 (77.26%) SQL
2 228 (36.77%) T-SQL
3 78 (12.58%) PL/SQL
4 52 (8.39%) C#
5 22 (3.55%) Java
6 19 (3.06%) JavaScript
6 19 (3.06%) VB.NET
7 14 (2.26%) R
8 12 (1.94%) Shell Script
9 8 (1.29%) Python
9 8 (1.29%) C++
10 5 (0.81%) C
10 5 (0.81%) VBA
10 5 (0.81%) MATLAB
11 4 (0.65%) VBScript
11 4 (0.65%) VB
12 2 (0.32%) XPath
12 2 (0.32%) Perl
13 1 (0.16%) Data Mining Extensions (DMX)
13 1 (0.16%) Clojure
Qualifications
1 55 (8.87%) Degree
2 13 (2.10%) 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 (0.97%) MCSA
8 3 (0.48%) NVQ Level 3
9 2 (0.32%) SAS Certification
10 1 (0.16%) MCP
10 1 (0.16%) ISEB
10 1 (0.16%) SC Cleared
Quality Assurance & Compliance
1 58 (9.35%) QA
2 14 (2.26%) Data Quality
3 2 (0.32%) Sarbanes-Oxley
3 2 (0.32%) Basel II
4 1 (0.16%) ISO 9000
System Software
1 4 (0.65%) VMware Infrastructure
1 4 (0.65%) HDFS
Systems Management
1 3 (0.48%) MOM
2 1 (0.16%) Nagios
2 1 (0.16%) Opscode Chef
Vendors
1 227 (36.61%) Oracle
2 159 (25.65%) Microsoft
3 143 (23.06%) Cognos
4 110 (17.74%) IBM
5 99 (15.97%) Informatica
6 91 (14.68%) Business Objects
7 87 (14.03%) SAP
8 38 (6.13%) Talend
9 37 (5.97%) Tableau
9 37 (5.97%) PeopleSoft
10 35 (5.65%) MicroStrategy
11 32 (5.16%) Sybase
11 32 (5.16%) Teradata
12 20 (3.23%) Ab Initio
13 17 (2.74%) Netezza
13 17 (2.74%) Vertica
14 10 (1.61%) Red Gate
15 7 (1.13%) Hyperion
15 7 (1.13%) Adobe
15 7 (1.13%) Birst
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Salary: From £50,000 to £65,000 per annum Negotiable + Benefits
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Salary: £50000 - £60000 per annum + Benefits
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Salary: £30000 - £50000 per annum
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FIRST POINT IT RESOURCING
Salary: £50000 - £65000 per annum + Excellent benefits, bonus
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Salary: £65000 - £70000 per annum + Benefits Package
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Nigel Frank International Limited - Newcastle
Salary: £50000 per annum + Package
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Salary: £40000 - £48000 per annum + Bonus + Benefits
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Salary: £75000 per annum + competitive
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Salary: £45000 - £50000 per annum + Package
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