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 6 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
6 May 2016
Same period 2015 Same period 2014
Dimensional Modeling
Rank 713 738 668
Rank change year-on-year
+25 -70
Permanent jobs citing Dimensional Modelling 209 195 316
As % of all permanent IT jobs located in England 0.22% 0.19% 0.28%
As % of the Processes & Methodologies category 0.25% 0.22% 0.33%
Number of salaries quoted 130 151 263
Median salary £55,000 £50,000 £50,000
Median salary % change year-on-year
+10.00% -
90% offered a salary of more than £36,000 £37,500 £38,500
10% offered a salary of more than £65,000 £70,000 £70,000
UK excluding London median salary £46,250 £45,000 £45,000
% change year-on-year
+2.77% -
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
84197 88616 95514
As % of all permanent IT jobs located in England 87.73% 85.95% 85.36%
Number of salaries quoted 70858 72433 77790
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 £32,000 £31,000
10% offered a salary of more than £75,000 £72,500 £75,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

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 6 May 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 6 May 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 +16 118 £58,750 +6.81% 20
West Midlands +12 33 £44,500 -13.59% 4
South East +25 27 £45,000 -3.22% 5
East of England +32 13 £53,000 +19.10%
South West -18 6 £34,000 -24.44%
East Midlands +16 5 £53,500 +22.28% 1
Midlands - 4 £42,500 -
Yorkshire -3 2 £37,500 -6.25% 1
North East - 1 £45,000 -
Dimensional Modelling
UK

Dimensional Modelling
Top 30 Related IT Skills in England

For the 6 months to 6 May 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.

1 408 (86.44%) Business Intelligence
2 391 (82.84%) Data Warehouse
3 299 (63.35%) SQL
4 279 (59.11%) ETL
5 235 (49.79%) SQL Server
6 205 (43.43%) Oracle
7 202 (42.80%) SQL Server Integration Services
8 196 (41.53%) Kimball Methodology
9 165 (34.96%) SQL Server Reporting Services
10 162 (34.32%) Finance
11 153 (32.42%) SQL Server Analysis Services
12 145 (30.72%) Microsoft
13 144 (30.51%) Agile Software Development
14 116 (24.58%) T-SQL
15 104 (22.03%) Informatica
16 98 (20.76%) PL/SQL
16 98 (20.76%) Analytics
17 96 (20.34%) BusinessObjects
18 95 (20.13%) Analytical Skills
19 94 (19.92%) MS Excel
20 91 (19.28%) Data Modelling
21 89 (18.86%) MDX
22 84 (17.80%) SQL Server 2012
22 84 (17.80%) SQL Server 2008
23 83 (17.58%) Oracle BI EE
24 82 (17.37%) Data Quality
24 82 (17.37%) OLAP
25 80 (16.95%) Oracle Database
25 80 (16.95%) Performance Tuning
26 79 (16.74%) QlikView

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 45 (9.53%) SAS
2 24 (5.08%) SharePoint
3 6 (1.27%) Apache Spark
4 4 (0.85%) Apache Pig
5 3 (0.64%) Oracle Application Server
5 3 (0.64%) WebLogic
6 2 (0.42%) Apache
Applications
1 94 (19.92%) MS Excel
2 10 (2.12%) SPSS
3 1 (0.21%) MS Office
3 1 (0.21%) MS Project
3 1 (0.21%) MS Visio
3 1 (0.21%) Spreadsheet
Business Applications
1 16 (3.39%) Oracle EBS R12
2 6 (1.27%) Oracle Applications
3 4 (0.85%) Oracle EBS
4 3 (0.64%) Oracle BPM
5 2 (0.42%) Cognos Business Intelligence
6 1 (0.21%) Oracle Utilities
6 1 (0.21%) SAP R/3
Cloud Services
1 5 (1.06%) Microsoft Azure
2 1 (0.21%) Amazon AWS
2 1 (0.21%) Google Cloud Platform
Communications & Networking
1 1 (0.21%) Network Security
Database & Business Intelligence
1 391 (82.84%) Data Warehouse
2 235 (49.79%) SQL Server
3 202 (42.80%) SQL Server Integration Services
4 165 (34.96%) SQL Server Reporting Services
5 153 (32.42%) SQL Server Analysis Services
6 96 (20.34%) BusinessObjects
7 84 (17.80%) SQL Server 2008
7 84 (17.80%) SQL Server 2012
8 83 (17.58%) Oracle BI EE
9 82 (17.37%) OLAP
10 80 (16.95%) Oracle Database
11 79 (16.74%) QlikView
12 57 (12.08%) Big Data
12 57 (12.08%) Relational Database
13 51 (10.81%) SQL Server 2014
14 49 (10.38%) OLAP Cube
15 44 (9.32%) Oracle Database 11g
15 44 (9.32%) Oracle Reports
16 39 (8.26%) Hadoop
17 36 (7.63%) Microsoft Analysis Services
Development Applications
1 24 (5.08%) JIRA
2 22 (4.66%) Team Foundation Server
3 16 (3.39%) ERwin
4 8 (1.69%) Talend Open Studio
4 8 (1.69%) Toad
5 7 (1.48%) PVCS
6 2 (0.42%) Oracle Forms
6 2 (0.42%) SQL Server Management Studio (SSMS)
6 2 (0.42%) Visual Studio
7 1 (0.21%) Jenkins
7 1 (0.21%) PowerDesigner
7 1 (0.21%) Subversion
General
1 162 (34.32%) Finance
2 39 (8.26%) Retail
3 37 (7.84%) Banking
4 26 (5.51%) Investment Banking
5 21 (4.45%) Games
6 17 (3.60%) Marketing
7 13 (2.75%) Telecoms
8 12 (2.54%) Publishing
9 10 (2.12%) General Ledger
10 7 (1.48%) Law
11 5 (1.06%) Billing
11 5 (1.06%) Financial Institution
11 5 (1.06%) Legal
12 3 (0.64%) Back Office
12 3 (0.64%) Front Office
13 1 (0.21%) Automotive
13 1 (0.21%) Manufacturing
13 1 (0.21%) Retail Banking
Job Titles
1 255 (54.03%) Developer
2 140 (29.66%) Business Intelligence Developer
3 94 (19.92%) SQL Developer
4 91 (19.28%) Data Warehouse Developer
5 64 (13.56%) SQL BI Developer
6 54 (11.44%) Consultant
7 50 (10.59%) Analyst
7 50 (10.59%) Architect
8 43 (9.11%) Business Developer
9 38 (8.05%) Data Architect
10 37 (7.84%) SSAS Developer
11 26 (5.51%) Senior Developer
12 24 (5.08%) Oracle Developer
12 24 (5.08%) T-SQL Developer
13 23 (4.87%) Business Intelligence Consultant
13 23 (4.87%) Business Intelligence Lead
13 23 (4.87%) Data Consultant
13 23 (4.87%) OBIEE Consultant
14 22 (4.66%) Business Intelligence Architect
14 22 (4.66%) Oracle Consultant
Libraries, Frameworks & Software Standards
1 89 (18.86%) MDX
2 19 (4.03%) XML
3 16 (3.39%) Oracle GoldenGate
4 14 (2.97%) Web Services
5 13 (2.75%) Velocity
6 12 (2.54%) .NET
7 5 (1.06%) Kafka
8 3 (0.64%) HTML
8 3 (0.64%) Middleware
8 3 (0.64%) Oracle Fusion
8 3 (0.64%) XML Schema
8 3 (0.64%) XSD
8 3 (0.64%) XSLT
9 2 (0.42%) ODBC
10 1 (0.21%) Akka
Miscellaneous
1 95 (20.13%) Analytical Skills
2 73 (15.47%) Data Integration
3 32 (6.78%) Visualisation
4 26 (5.51%) Credit Risk
5 23 (4.87%) Computer Science
5 23 (4.87%) Management Information System
5 23 (4.87%) Statistics
6 21 (4.45%) Data Structures
6 21 (4.45%) Online Games
7 16 (3.39%) Replication
8 12 (2.54%) Economics
8 12 (2.54%) Mobile App
8 12 (2.54%) Smart Meter
9 10 (2.12%) Mathematics
10 8 (1.69%) Enterprise Software
10 8 (1.69%) NHS
11 6 (1.27%) Fintech
11 6 (1.27%) FMCG
12 4 (0.85%) Cybercrime
12 4 (0.85%) Foreign Exchange (FX)
Operating Systems
1 28 (5.93%) Unix
2 25 (5.30%) Linux
3 3 (0.64%) Windows
4 1 (0.21%) Windows 2000
4 1 (0.21%) Windows Server 2012
Processes & Methodologies
1 408 (86.44%) Business Intelligence
2 279 (59.11%) ETL
3 196 (41.53%) Kimball Methodology
4 144 (30.51%) Agile Software Development
5 98 (20.76%) Analytics
6 91 (19.28%) Data Modelling
7 80 (16.95%) Performance Tuning
8 75 (15.89%) SDLC
9 69 (14.62%) Data Architecture
10 61 (12.92%) Mentoring
11 51 (10.81%) Data Analytics
12 49 (10.38%) Data Migration
12 49 (10.38%) Migration
13 48 (10.17%) Data Governance
14 47 (9.96%) Coaching
15 45 (9.53%) Data Management
16 35 (7.42%) UML
17 34 (7.20%) Project Management
17 34 (7.20%) Scrum
18 32 (6.78%) Dashboard Development
Programming Languages
1 299 (63.35%) SQL
2 116 (24.58%) T-SQL
3 98 (20.76%) PL/SQL
4 37 (7.84%) C
5 34 (7.20%) R
6 31 (6.57%) C#
7 29 (6.14%) Data Analysis Expressions (DAX)
8 23 (4.87%) Java
9 14 (2.97%) Python
10 12 (2.54%) Shell Script
11 5 (1.06%) PowerShell
11 5 (1.06%) VB.NET
12 3 (0.64%) XPath
13 2 (0.42%) C++
13 2 (0.42%) SAS Macro
13 2 (0.42%) VBA
14 1 (0.21%) JavaScript
14 1 (0.21%) Lingo
14 1 (0.21%) PHP
14 1 (0.21%) VB
Qualifications
1 69 (14.62%) Degree
2 15 (3.18%) Security Cleared
3 14 (2.97%) DV Cleared
4 7 (1.48%) Oracle Certification
5 5 (1.06%) HND
6 2 (0.42%) IBM Certification
6 2 (0.42%) ISEB
Quality Assurance & Compliance
1 82 (17.37%) Data Quality
2 55 (11.65%) QA
3 10 (2.12%) Solvency II
4 2 (0.42%) SLA
5 1 (0.21%) COBIT
5 1 (0.21%) COREP
5 1 (0.21%) FINREP
System Software
1 11 (2.33%) Oracle RAC
2 4 (0.85%) Apache Flume
2 4 (0.85%) HDFS
3 3 (0.64%) Oracle Clusterware
Systems Management
1 11 (2.33%) Data Guard
2 8 (1.69%) Control-M
3 3 (0.64%) Oracle Flashback
3 3 (0.64%) Oracle RMAN
Vendors
1 205 (43.43%) Oracle
2 145 (30.72%) Microsoft
3 104 (22.03%) Informatica
4 68 (14.41%) Tableau
5 63 (13.35%) Teradata
6 48 (10.17%) Netezza
7 33 (6.99%) SAP
8 27 (5.72%) Ab Initio
8 27 (5.72%) Hyperion
9 23 (4.87%) IBM
10 22 (4.66%) Cognos
11 20 (4.24%) Vertica
12 19 (4.03%) Greenplum
13 15 (3.18%) MicroStrategy
14 8 (1.69%) Talend
15 7 (1.48%) Alteryx
15 7 (1.48%) Sybase
16 6 (1.27%) MapR
17 4 (0.85%) Cloudera
17 4 (0.85%) Hortonworks
City, London
Venturi
Salary: £45000 - £55000 per annum + FULL BENS
Posted: 5 hours ago
London
Opilio Recruitment
Salary: £40k - 50k per year
Posted: 6 hours ago
London
Opilio Recruitment
Salary: £25k - 30k per year
Posted: 8 hours ago
Oxfordshire
Haybrook IT Resourcing Ltd
Salary: £65,000 per annum
Posted: 10 hours ago
City of London
Streamline Connections Ltd
Salary: £55000 - £60000.00 per annum + Benefits
Posted: 16 hours ago
City, London
ANSON MCCADE
Salary: £60,000 - £80,000
Posted: Yesterday
Nottingham, Nottinghamshire
FT Select
Salary: From £30,000 to £40,000 per annum
Posted: Yesterday
Lichfield, Staffordshire
Coburg Banks IT
Salary: £35000 - £40000 per annum + Excellent Benefits
Posted: Yesterday
City, London
Pioneer Search
Salary: £65000 - £75000 per annum + Bonus + Benefits
Posted: Yesterday
High Wycombe, Buckinghamshire
Venturi
Salary: £40000 - £45000.00 per annum + 35% bonus + full bens
Posted: 3 days ago
Sheffield, South Yorkshire
Nigel Frank International Ltd
Salary: £37000 - £48000 per annum + Pension, Negotiable
Posted: 3 days ago
Telford, Shropshire
Lorien Resourcing
Salary: Guaranteed Bonus
Posted: 3 days ago
South East London
MatchesFashion.com
Posted: 3 days ago
London
Joseph Harry Ltd
Salary: £45000 - £60000 per annum + 10% Pension + c.25% Bonus
Posted: 3 days ago
City of London
Streamline Connections Ltd
Salary: £55000 - £70000 per annum + Benefits
Posted: 3 days ago
Solihull, West Midlands (County)
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £40000 Per Annum Plus Excellent Benefits
Posted: 3 days ago
Kent
Capita Resourcing Ltd
Salary: £351 - £430 per day
Posted: 7 days ago
City of London
Talent Point
Salary: £50000.00 - £65000.00 per annum
Posted: 7 days ago
Blackburn
Applause IT Ltd
Salary: £36000 - £45000 per annum
Posted: 20 days ago