The table below looks at the statistics for Dimensional Modelling skills in IT contracts advertised for the England region. Included is a guide to the contractor rates offered in IT contracts that have cited Dimensional Modelling over the 3 months to 30 June 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
30 Jun 2016
Same period 2015 Same period 2014
Dimensional Modelling
Rank 518 496 486
Rank change year-on-year
-22 -10
Contract jobs citing Dimensional Modelling 93 126 102
As % of all contract IT jobs located in England 0.19% 0.25% 0.21%
As % of the Processes & Methodologies category 0.23% 0.31% 0.27%
Number of daily rates quoted 66 97 68
Median daily rate £413 £450 £425
Median daily rate % change year-on-year
-8.33% +5.88%
90% offered a daily rate of more than £325 £334 £350
10% offered a daily rate of more than £570 £540 £633
UK excluding London median daily rate £413 £425 £400
% change year-on-year
-2.94% +6.25%
Number of hourly rates quoted 4 0 0
Median hourly rate £20.50 - -
UK excluding London median hourly rate £20.50 - -
Dimensional Modelling
UK

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the England region.

Processes & Methodologies Category
England
Contract IT job ads with a match in the
Processes & Methodologies category
40583 40631 38403
As % of all contract IT jobs located in England 82.50% 79.76% 78.69%
Number of daily rates quoted 27251 26714 24507
Median daily rate £450 £415 £400
Median daily rate % change year-on-year
+8.43% +3.75%
90% offered a daily rate of more than £300 £288 £275
10% offered a daily rate of more than £600 £575 £575
UK excluding London median daily rate £400 £383 £375
% change year-on-year
+4.57% +2.00%
Number of hourly rates quoted 943 1080 1138
Median hourly rate £27.50 £27.50 £27.50
90% offered a hourly rate of more than £13.00 £12.35 £13.00
10% offered a hourly rate of more than £48.00 £50.00 £46.00
UK excluding London median hourly rate £28.50 £30.00 £30.00
% change year-on-year
-5.00% -

Dimensional Modelling
Jobs Demand Trend in England

The demand trend of contract jobs across the England region citing Dimensional Modelling as a proportion of all IT contracts with a match in the Processes & Methodologies category.

Dimensional Modelling Jobs Demand Trend in England

Dimensional Modelling
Daily Rate Trend in England

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Dimensional Modelling across the England region.

Dimensional Modelling Daily Rate Trend in England

Dimensional Modelling
Daily Rate Histogram in England

This chart provides a histogram of daily rates quoted in contract IT jobs citing Dimensional Modelling across the England region over the 3 months to 30 June 2016.

Dimensional Modelling Daily Rate Histogram in England

Dimensional Modelling
Hourly Rate Trend in England

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Dimensional Modelling across the England region.

Dimensional Modelling Hourly Rate Trend in England

Dimensional Modelling
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Dimensional Modelling within the England region over the 3 months to 30 June 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +7 38 £450 - 11
North West +8 24 £413 -10.81%
East of England +22 10 £331 +6.85%
West Midlands -17 7 £325 -10.34% 1
Yorkshire -15 5 £350 -27.08% 3
East Midlands - 5 £375 -
South East +3 2 £400 -20.00% 1
South West -11 2 £438 +15.13% 1
North East -71 1 £350 -30.00% 1
Dimensional Modelling
UK

Dimensional Modelling
Top 30 Related IT Skills in England

For the 6 months to 30 June 2016, IT contractor 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 contract ads across the England region with a requirement for Dimensional Modelling.

1 154 (79.79%) SQL
2 153 (79.27%) Business Intelligence
3 130 (67.36%) ETL
4 116 (60.10%) Data Warehouse
5 110 (56.99%) SQL Server
6 82 (42.49%) Kimball Methodology
7 79 (40.93%) SQL Server Analysis Services
8 69 (35.75%) Oracle
9 68 (35.23%) Microsoft
10 67 (34.72%) Data Modelling
10 67 (34.72%) SQL Server Reporting Services
11 66 (34.20%) SQL Server Integration Services
12 53 (27.46%) OLAP
13 50 (25.91%) T-SQL
14 48 (24.87%) OLAP Cube
15 40 (20.73%) PL/SQL
15 40 (20.73%) Oracle Database
16 39 (20.21%) Analytics
16 39 (20.21%) Agile Software Development
16 39 (20.21%) SQL Server 2008
17 38 (19.69%) Informatica
18 37 (19.17%) Finance
19 32 (16.58%) MS Excel
19 32 (16.58%) Oracle Database 11g
19 32 (16.58%) Data Quality
20 31 (16.06%) Relational Database
20 31 (16.06%) ERwin
21 29 (15.03%) Continuous Integration
22 26 (13.47%) Big Data
23 23 (11.92%) SQL Server 2012

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 14 (7.25%) SharePoint
2 12 (6.22%) SAS
3 2 (1.04%) SharePoint 2010
Applications
1 32 (16.58%) MS Excel
2 5 (2.59%) MS Office
3 4 (2.07%) MS PowerPoint
4 3 (1.55%) SPSS
Business Applications
1 2 (1.04%) Maximo
2 1 (0.52%) Dynamics AX
2 1 (0.52%) Oracle EBS
2 1 (0.52%) Oracle General Ledger
Cloud Services
1 5 (2.59%) Microsoft Azure
1 5 (2.59%) SaaS
2 2 (1.04%) Amazon AWS
2 2 (1.04%) Google Cloud Platform
3 1 (0.52%) Cloud Computing
3 1 (0.52%) GitHub
Communications & Networking
1 7 (3.63%) Network Security
Database & Business Intelligence
1 116 (60.10%) Data Warehouse
2 110 (56.99%) SQL Server
3 79 (40.93%) SQL Server Analysis Services
4 67 (34.72%) SQL Server Reporting Services
5 66 (34.20%) SQL Server Integration Services
6 53 (27.46%) OLAP
7 48 (24.87%) OLAP Cube
8 40 (20.73%) Oracle Database
9 39 (20.21%) SQL Server 2008
10 32 (16.58%) Oracle Database 11g
11 31 (16.06%) Relational Database
12 26 (13.47%) Big Data
13 23 (11.92%) BusinessObjects
13 23 (11.92%) SQL Server 2012
14 19 (9.84%) Data Mart
14 19 (9.84%) Microsoft Analysis Services
15 14 (7.25%) QlikView
16 13 (6.74%) NoSQL
16 13 (6.74%) Power BI
17 11 (5.70%) SQL Server 2014
Development Applications
1 31 (16.06%) ERwin
2 20 (10.36%) Jenkins
3 16 (8.29%) Talend Open Studio
4 5 (2.59%) PowerDesigner
4 5 (2.59%) SQL Server Management Studio (SSMS)
5 4 (2.07%) Team Foundation Server
6 2 (1.04%) JIRA
6 2 (1.04%) Visual Studio
6 2 (1.04%) VSS/SourceSafe
7 1 (0.52%) Atlassian Bamboo
7 1 (0.52%) Toad
General
1 37 (19.17%) Finance
2 22 (11.40%) Banking
3 11 (5.70%) Investment Banking
4 6 (3.11%) Pharmaceutical
5 4 (2.07%) Advertising
6 3 (1.55%) Front Office
6 3 (1.55%) Retail
6 3 (1.55%) Telecoms
7 2 (1.04%) Manufacturing
7 2 (1.04%) Publishing
8 1 (0.52%) General Ledger
8 1 (0.52%) Legal
8 1 (0.52%) Local Government
Job Titles
1 119 (61.66%) Developer
2 46 (23.83%) Business Intelligence Developer
3 34 (17.62%) SQL Developer
4 27 (13.99%) Analyst
5 26 (13.47%) Data Warehouse Developer
6 21 (10.88%) Tester
7 16 (8.29%) ETL Developer
8 15 (7.77%) SQL BI Developer
9 14 (7.25%) Business Developer
9 14 (7.25%) ETL Tester
10 13 (6.74%) SSAS Developer
11 12 (6.22%) Architect
11 12 (6.22%) Data Mart Developer
11 12 (6.22%) Oracle Developer
11 12 (6.22%) SSRS Developer
12 11 (5.70%) Consultant
12 11 (5.70%) SSIS Developer
13 10 (5.18%) Data Analyst
13 10 (5.18%) Senior Developer
14 9 (4.66%) Data Architect
Libraries, Frameworks & Software Standards
1 16 (8.29%) MDX
2 9 (4.66%) .NET
3 4 (2.07%) Web Services
4 3 (1.55%) .NET Framework
4 3 (1.55%) JSON
4 3 (1.55%) XML
5 2 (1.04%) Node.js
5 2 (1.04%) REST
5 2 (1.04%) XSD
5 2 (1.04%) XSLT
6 1 (0.52%) Akka
6 1 (0.52%) ASP.NET
6 1 (0.52%) FIX Protocol
6 1 (0.52%) FpML
6 1 (0.52%) Middleware
6 1 (0.52%) ODBC
6 1 (0.52%) XML Schema
Miscellaneous
1 14 (7.25%) Visualisation
2 11 (5.70%) Data Integration
3 10 (5.18%) NHS
4 9 (4.66%) Analytical Skills
4 9 (4.66%) Data Extraction
5 8 (4.15%) Data Structures
6 7 (3.63%) Digital Media
7 6 (3.11%) Credit Risk
8 4 (2.07%) Enterprise Software
8 4 (2.07%) Management Information System
9 2 (1.04%) Computer Science
9 2 (1.04%) Minimum Viable Product
9 2 (1.04%) Mobile App
9 2 (1.04%) Reference Data
9 2 (1.04%) Statistics
10 1 (0.52%) Data Conversion
10 1 (0.52%) Data Protection Act
10 1 (0.52%) Fixed Income
10 1 (0.52%) Replication
10 1 (0.52%) Virtual Team
Operating Systems
1 21 (10.88%) Linux
2 3 (1.55%) Unix
3 1 (0.52%) Windows
Processes & Methodologies
1 153 (79.27%) Business Intelligence
2 130 (67.36%) ETL
3 82 (42.49%) Kimball Methodology
4 67 (34.72%) Data Modelling
5 39 (20.21%) Agile Software Development
5 39 (20.21%) Analytics
6 29 (15.03%) Continuous Integration
7 23 (11.92%) Data Management
8 18 (9.33%) Data Analysis
8 18 (9.33%) E-Commerce
9 17 (8.81%) SDLC
10 13 (6.74%) Data Governance
10 13 (6.74%) Performance Tuning
10 13 (6.74%) Software Testing
11 12 (6.22%) Data Transformation
11 12 (6.22%) Migration
12 11 (5.70%) Logical Data Model
12 11 (5.70%) Master Data Management
12 11 (5.70%) Physical Data Model
13 10 (5.18%) ETL Development
Programming Languages
1 154 (79.79%) SQL
2 50 (25.91%) T-SQL
3 40 (20.73%) PL/SQL
4 19 (9.84%) Java
5 11 (5.70%) JavaScript
6 10 (5.18%) Python
7 9 (4.66%) C++
7 9 (4.66%) R
8 7 (3.63%) PHP
9 6 (3.11%) VB
10 5 (2.59%) C#
10 5 (2.59%) Data Analysis Expressions (DAX)
11 2 (1.04%) VB.NET
12 1 (0.52%) C
12 1 (0.52%) PowerShell
12 1 (0.52%) Shell Script
12 1 (0.52%) VBA
Qualifications
1 14 (7.25%) ISEB
2 12 (6.22%) Degree
3 6 (3.11%) Security Cleared
4 4 (2.07%) BPSS Clearance
4 4 (2.07%) SAP Certification
4 4 (2.07%) SAS Certification
5 3 (1.55%) SC Cleared
6 1 (0.52%) BC Cleared
6 1 (0.52%) ISTQB
6 1 (0.52%) MCSE
6 1 (0.52%) Microsoft Certification
Quality Assurance & Compliance
1 32 (16.58%) Data Quality
2 7 (3.63%) QA
3 3 (1.55%) Disclosure Scotland
4 2 (1.04%) GCP
4 2 (1.04%) Solvency II
5 1 (0.52%) Basel II
5 1 (0.52%) Sarbanes-Oxley
Vendors
1 69 (35.75%) Oracle
2 68 (35.23%) Microsoft
3 38 (19.69%) Informatica
4 20 (10.36%) Vertica
5 17 (8.81%) SAP
6 16 (8.29%) Talend
7 15 (7.77%) Teradata
8 12 (6.22%) Cognos
8 12 (6.22%) Sybase
9 8 (4.15%) Netezza
9 8 (4.15%) Tableau
10 4 (2.07%) IBM
11 3 (1.55%) CODA
11 3 (1.55%) Concur
11 3 (1.55%) Maconomy
11 3 (1.55%) ServiceNow
12 2 (1.04%) Alteryx
12 2 (1.04%) Google
13 1 (0.52%) Ab Initio
13 1 (0.52%) Remedy
London
Austin Fraser
Rate: Highly Competitive
Posted: 2 days ago