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 1 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
1 Jul 2016
Same period 2015 Same period 2014
Dimensional Modelling
Rank 704 740 649
Rank change year-on-year
+36 -91
Permanent jobs citing Dimensional Modelling 184 202 343
As % of all permanent IT jobs located in England 0.20% 0.20% 0.30%
As % of the Processes & Methodologies category 0.23% 0.23% 0.36%
Number of salaries quoted 130 147 267
Median salary £53,000 £52,500 £50,000
Median salary % change year-on-year
+0.95% +5.00%
90% offered a salary of more than £37,450 £36,500 £38,500
10% offered a salary of more than £75,000 £80,000 £63,500
UK excluding London median salary £44,000 £45,000 £45,000
% change year-on-year
-2.22% -
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
80292 89626 96215
As % of all permanent IT jobs located in England 87.95% 86.74% 85.53%
Number of salaries quoted 67978 74098 78617
Median salary £50,000 £50,000 £49,500
Median salary % change year-on-year
- +1.01%
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £74,000 £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 1 July 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 1 July 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 +40 109 £60,000 +4.34% 13
West Midlands +15 32 £40,000 -3.61% 1
South East +22 20 £65,000 +39.78% 2
East of England - 9 £37,500 - 1
South West -6 8 £36,000 -28.00% 1
North West +19 3 £41,250 +10.00%
East Midlands +8 1 £53,500 +12.63%
Yorkshire 0 1 £47,500 +58.33% 3
North East - 1 £40,000 -
Dimensional Modelling
UK

Dimensional Modelling
Top 30 Related IT Skills in England

For the 6 months to 1 July 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.

1 358 (87.96%) Business Intelligence
2 336 (82.56%) Data Warehouse
3 278 (68.30%) SQL
4 271 (66.58%) ETL
5 200 (49.14%) SQL Server
6 182 (44.72%) Oracle
7 178 (43.73%) Kimball Methodology
8 169 (41.52%) SQL Server Integration Services
9 155 (38.08%) SQL Server Reporting Services
10 145 (35.63%) Finance
11 138 (33.91%) SQL Server Analysis Services
12 135 (33.17%) Microsoft
13 114 (28.01%) Agile Software Development
14 109 (26.78%) T-SQL
15 102 (25.06%) Analytics
16 93 (22.85%) Informatica
17 89 (21.87%) PL/SQL
18 85 (20.88%) MS Excel
19 81 (19.90%) BusinessObjects
19 81 (19.90%) Analytical Skills
20 80 (19.66%) SDLC
20 80 (19.66%) OLAP
21 79 (19.41%) Oracle BI EE
22 78 (19.16%) MDX
23 73 (17.94%) Tableau
24 71 (17.44%) Oracle Database
25 69 (16.95%) Performance Tuning
25 69 (16.95%) Data Modelling
26 68 (16.71%) SQL Server 2008
27 66 (16.22%) Degree

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 29 (7.13%) SAS
2 23 (5.65%) SharePoint
3 5 (1.23%) Apache Spark
4 3 (0.74%) Apache Pig
4 3 (0.74%) Oracle Application Server
4 3 (0.74%) WebLogic
5 2 (0.49%) Apache
Applications
1 85 (20.88%) MS Excel
2 5 (1.23%) SPSS
3 1 (0.25%) MS Office
3 1 (0.25%) Spreadsheet
Business Applications
1 19 (4.67%) Oracle EBS R12
2 5 (1.23%) Cognos TM1
3 3 (0.74%) Cognos Business Intelligence
3 3 (0.74%) Oracle BPM
4 2 (0.49%) Dynamics AX
4 2 (0.49%) Dynamics CRM
5 1 (0.25%) Oracle Utilities
Cloud Services
1 9 (2.21%) Microsoft Azure
2 5 (1.23%) Amazon AWS
3 4 (0.98%) Google Analytics
4 1 (0.25%) Google Cloud Platform
4 1 (0.25%) SaaS
Communications & Networking
1 1 (0.25%) Network Security
Database & Business Intelligence
1 336 (82.56%) Data Warehouse
2 200 (49.14%) SQL Server
3 169 (41.52%) SQL Server Integration Services
4 155 (38.08%) SQL Server Reporting Services
5 138 (33.91%) SQL Server Analysis Services
6 81 (19.90%) BusinessObjects
7 80 (19.66%) OLAP
8 79 (19.41%) Oracle BI EE
9 71 (17.44%) Oracle Database
10 68 (16.71%) SQL Server 2008
11 66 (16.22%) SQL Server 2012
12 59 (14.50%) QlikView
13 55 (13.51%) Big Data
13 55 (13.51%) Relational Database
14 53 (13.02%) Oracle Reports
15 50 (12.29%) OLAP Cube
16 44 (10.81%) Hadoop
16 44 (10.81%) SQL Server 2014
17 40 (9.83%) Microsoft Analysis Services
18 38 (9.34%) Oracle Database 11g
Development Applications
1 25 (6.14%) JIRA
2 16 (3.93%) Team Foundation Server
3 12 (2.95%) Talend Open Studio
4 9 (2.21%) ERwin
5 7 (1.72%) PVCS
5 7 (1.72%) Toad
6 3 (0.74%) SQL Server Management Studio (SSMS)
6 3 (0.74%) Visual Studio
7 2 (0.49%) Oracle Forms
8 1 (0.25%) Jenkins
8 1 (0.25%) PowerDesigner
General
1 145 (35.63%) Finance
2 28 (6.88%) Retail
3 27 (6.63%) Banking
4 21 (5.16%) Investment Banking
5 19 (4.67%) Marketing
6 18 (4.42%) Telecoms
7 16 (3.93%) Games
8 14 (3.44%) Publishing
9 10 (2.46%) Legal
10 8 (1.97%) Billing
11 5 (1.23%) General Ledger
12 4 (0.98%) Automotive
12 4 (0.98%) Back Office
12 4 (0.98%) Financial Institution
12 4 (0.98%) Front Office
13 3 (0.74%) Law
14 1 (0.25%) Manufacturing
Job Titles
1 219 (53.81%) Developer
2 122 (29.98%) Business Intelligence Developer
3 81 (19.90%) SQL Developer
4 66 (16.22%) Data Warehouse Developer
5 61 (14.99%) SQL BI Developer
6 55 (13.51%) Consultant
7 48 (11.79%) Analyst
8 37 (9.09%) Architect
9 32 (7.86%) Data Architect
9 32 (7.86%) SSAS Developer
10 28 (6.88%) Oracle Developer
11 25 (6.14%) Data Consultant
12 24 (5.90%) Business Developer
12 24 (5.90%) Business Intelligence Lead
13 22 (5.41%) OBIEE Consultant
14 21 (5.16%) OBIEE Developer
14 21 (5.16%) Senior Developer
15 20 (4.91%) Oracle Consultant
16 19 (4.67%) Data Warehouse Consultant
16 19 (4.67%) Team Leader
Libraries, Frameworks & Software Standards
1 78 (19.16%) MDX
2 17 (4.18%) XML
3 15 (3.69%) Oracle GoldenGate
4 14 (3.44%) Web Services
5 12 (2.95%) Velocity
6 9 (2.21%) .NET
7 4 (0.98%) Kafka
8 3 (0.74%) HTML
8 3 (0.74%) Middleware
8 3 (0.74%) ODBC
8 3 (0.74%) Oracle Fusion
8 3 (0.74%) XML Schema
8 3 (0.74%) XSD
8 3 (0.74%) XSLT
9 1 (0.25%) Akka
Miscellaneous
1 81 (19.90%) Analytical Skills
2 54 (13.27%) Data Integration
3 34 (8.35%) Visualisation
4 29 (7.13%) Computer Science
5 23 (5.65%) Management Information System
6 21 (5.16%) Credit Risk
7 18 (4.42%) Statistics
8 16 (3.93%) Online Games
9 15 (3.69%) Enterprise Software
10 14 (3.44%) Economics
10 14 (3.44%) Fintech
10 14 (3.44%) Replication
11 13 (3.19%) Data Structures
12 11 (2.70%) Mathematics
13 5 (1.23%) Mobile App
13 5 (1.23%) NHS
13 5 (1.23%) Smart Meter
14 4 (0.98%) Cybercrime
14 4 (0.98%) FMCG
15 3 (0.74%) Data Conversion
Operating Systems
1 17 (4.18%) Unix
2 13 (3.19%) Linux
3 3 (0.74%) Windows
4 1 (0.25%) Windows Server 2012
Processes & Methodologies
1 358 (87.96%) Business Intelligence
2 271 (66.58%) ETL
3 178 (43.73%) Kimball Methodology
4 114 (28.01%) Agile Software Development
5 102 (25.06%) Analytics
6 80 (19.66%) SDLC
7 69 (16.95%) Data Modelling
7 69 (16.95%) Performance Tuning
8 50 (12.29%) Mentoring
9 49 (12.04%) Data Architecture
10 43 (10.57%) Data Analytics
11 42 (10.32%) Data Management
12 40 (9.83%) Data Governance
13 38 (9.34%) Migration
14 36 (8.85%) Coaching
14 36 (8.85%) Scrum
15 33 (8.11%) Data Migration
16 31 (7.62%) Project Management
17 30 (7.37%) Dashboard Development
18 28 (6.88%) DNA
Programming Languages
1 278 (68.30%) SQL
2 109 (26.78%) T-SQL
3 89 (21.87%) PL/SQL
4 28 (6.88%) C
5 26 (6.39%) R
6 25 (6.14%) C#
7 22 (5.41%) Java
8 18 (4.42%) Data Analysis Expressions (DAX)
9 9 (2.21%) Shell Script
10 6 (1.47%) PowerShell
10 6 (1.47%) Python
10 6 (1.47%) VBA
11 4 (0.98%) VB.NET
12 3 (0.74%) XPath
13 1 (0.25%) C++
13 1 (0.25%) JavaScript
13 1 (0.25%) PHP
13 1 (0.25%) SAS Macro
Qualifications
1 66 (16.22%) Degree
2 10 (2.46%) DV Cleared
2 10 (2.46%) Security Cleared
3 4 (0.98%) IBM Certification
4 3 (0.74%) HND
5 2 (0.49%) ISEB
Quality Assurance & Compliance
1 63 (15.48%) Data Quality
2 35 (8.60%) QA
3 5 (1.23%) Solvency II
4 4 (0.98%) SLA
5 3 (0.74%) PCI DSS
System Software
1 4 (0.98%) Oracle RAC
2 3 (0.74%) Apache Flume
2 3 (0.74%) HDFS
2 3 (0.74%) Oracle Clusterware
Systems Management
1 5 (1.23%) Control-M
2 4 (0.98%) Data Guard
3 3 (0.74%) Oracle Flashback
3 3 (0.74%) Oracle RMAN
Vendors
1 182 (44.72%) Oracle
2 135 (33.17%) Microsoft
3 93 (22.85%) Informatica
4 73 (17.94%) Tableau
5 43 (10.57%) Teradata
6 33 (8.11%) Netezza
7 28 (6.88%) Hyperion
8 24 (5.90%) SAP
9 22 (5.41%) Ab Initio
10 20 (4.91%) Cognos
11 18 (4.42%) IBM
12 14 (3.44%) MicroStrategy
13 12 (2.95%) Talend
14 11 (2.70%) Vertica
15 10 (2.46%) Greenplum
16 9 (2.21%) Sybase
17 6 (1.47%) Alteryx
17 6 (1.47%) Anaplan
18 5 (1.23%) MapR
19 4 (0.98%) Omniture
London
Opilio Recruitment
Salary: £25k - 30k per year
Posted: 15 hours ago
London
Xcede
Salary: £50000 - £55000 per annum + Benefits
Posted: Yesterday
Otley, West Yorkshire
Oscar
Salary: £35000 - £40000 per annum + Benefits
Posted: Yesterday
Birmingham, West Midlands (County)
Maurice Nash
Salary: From £30,000 to £35,000 per annum
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £60,000 to £73,500 basic (+ superb package!!!)
Posted: Yesterday
London
Networking People
Salary: £85000 - £90000 per annum + full corporate benefits & shares
Posted: 12 hours ago
London
Mortimer Spinks
Salary: £50000 - £55000 per annum + Excellent
Posted: 4 days ago
Yorkshire
Lawrence Harvey
Salary: £40000 - £55000 per annum
Posted: 3 days ago
North Yorkshire
Lawrence Harvey Enterprise
Salary: £40000 - £55000 per annum
Posted: 3 days ago
Peterborough, Cambridgeshire
Badenoch & Clark
Salary: benefits
Posted: Yesterday
North West London
Executive Resource Group
Salary: £60k - 70k per year + car + benefits
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £50,000 - £75,000
Posted: 4 days ago
Bristol, Avon
Robert Walters
Salary: £35000 - £51000 per annum
Posted: 3 days ago
London
BAE Systems Applied Intelligence Ltd
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £65,000 - £75,000
Posted: 3 days ago
London
Xcede
Salary: £75000 - £76000 per annum + Car, Pension, Bonus, PMI
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £50,000 - £75,000
Posted: 3 days ago
London
Lawrence Harvey
Salary: £60000 - £70000 per annum + Benefits + Bonus
Posted: 10 days ago
Wokingham
Venturi
Salary: £55000 - £75000 per annum + benefits
Posted: 17 days ago