The table below looks at the statistics for Dimensional Modelling skills in IT contracts advertised for the North West region. Included is a guide to the contractor rates offered in IT contracts that have cited Dimensional Modelling over the 3 months to 2 July 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
2 Jul 2016
Same period 2015 Same period 2014
Dimensional Modelling
Rank 134 147 130
Rank change year-on-year
+13 -17
Contract jobs citing Dimensional Modelling 24 6 7
As % of all contract IT jobs located in the North West 0.64% 0.16% 0.23%
As % of the Processes & Methodologies category 0.79% 0.21% 0.30%
Number of daily rates quoted 18 4 6
Median daily rate £413 £463 £463
Median daily rate % change year-on-year
-10.81% -
90% offered a daily rate of more than £409 £373 £359
10% offered a daily rate of more than £450 £514 £538
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
England

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

Processes & Methodologies Category
North West
Contract IT job ads with a match in the
Processes & Methodologies category
3038 2895 2308
As % of all contract IT jobs located in the North West 80.86% 77.84% 75.01%
Number of daily rates quoted 1919 1725 1228
Median daily rate £413 £388 £385
Median daily rate % change year-on-year
+6.45% +0.64%
90% offered a daily rate of more than £300 £275 £260
10% offered a daily rate of more than £550 £550 £550
UK excluding London median daily rate £400 £385 £375
% change year-on-year
+3.89% +2.66%
Number of hourly rates quoted 75 123 99
Median hourly rate £32.50 £33.00 £28.75
Median hourly rate % change year-on-year
-1.51% +14.78%
90% offered a hourly rate of more than £12.58 £14.50 £15.00
10% offered a hourly rate of more than £52.16 £51.76 £45.00
UK excluding London median hourly rate £28.50 £30.00 £28.91
% change year-on-year
-5.00% +3.77%

Dimensional Modelling
Jobs Demand Trend in the North West

The demand trend of contract jobs across the North West 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 the North West

Dimensional Modelling
Daily Rate Trend in the North West

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

Dimensional Modelling Daily Rate Trend in the North West

Dimensional Modelling
Daily Rate Histogram in the North West

This chart provides a histogram of daily rates quoted in contract IT jobs citing Dimensional Modelling across the North West region over the 3 months to 2 July 2016.

Dimensional Modelling Daily Rate Histogram in the North West

Dimensional Modelling
Hourly Rate Trend in the North West

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

Dimensional Modelling Hourly Rate Trend in the North West

Dimensional Modelling
Contract Job Locations in the North West

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 North West region over the 3 months to 2 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cheshire +17 18 £413 -2.94%
Lancashire - 5 - -
Manchester -2 1 £220 -37.14%
Dimensional Modelling
England

Dimensional Modelling
Top 30 Related IT Skills in the North West

For the 6 months to 2 July 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 North West region with a requirement for Dimensional Modelling.

1 23 (95.83%) ETL
1 23 (95.83%) Business Intelligence
2 20 (83.33%) SQL
3 19 (79.17%) OLAP
3 19 (79.17%) Analytics
3 19 (79.17%) OLAP Cube
4 18 (75.00%) Kimball Methodology
4 18 (75.00%) Vertica
4 18 (75.00%) Continuous Integration
4 18 (75.00%) SQL Server Analysis Services
4 18 (75.00%) Linux
5 17 (70.83%) SQL Server
5 17 (70.83%) Java
5 17 (70.83%) Jenkins
6 16 (66.67%) Big Data
6 16 (66.67%) E-Commerce
7 14 (58.33%) Talend
7 14 (58.33%) Talend Open Studio
8 6 (25.00%) Web Development
8 6 (25.00%) Digital Media
8 6 (25.00%) Network Security
8 6 (25.00%) ERP
8 6 (25.00%) Data Warehouse
8 6 (25.00%) JavaScript
8 6 (25.00%) PHP
8 6 (25.00%) CRM
9 5 (20.83%) BusinessObjects
10 4 (16.67%) Microsoft
10 4 (16.67%) SharePoint
10 4 (16.67%) SAP BW

Dimensional Modelling
Top Related IT Skills in the North West 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 4 (16.67%) SharePoint
Applications
1 4 (16.67%) MS Excel
1 4 (16.67%) MS Office
1 4 (16.67%) MS PowerPoint
Communications & Networking
1 6 (25.00%) Network Security
Database & Business Intelligence
1 19 (79.17%) OLAP
1 19 (79.17%) OLAP Cube
2 18 (75.00%) SQL Server Analysis Services
3 17 (70.83%) SQL Server
4 16 (66.67%) Big Data
5 6 (25.00%) Data Warehouse
6 5 (20.83%) BusinessObjects
7 4 (16.67%) Crystal Reports
7 4 (16.67%) SAP BW
7 4 (16.67%) SQL Server Reporting Services
Development Applications
1 17 (70.83%) Jenkins
2 14 (58.33%) Talend Open Studio
General
1 3 (12.50%) Finance
Job Titles
1 13 (54.17%) Developer
2 7 (29.17%) Talend Developer
3 4 (16.67%) Analyst
3 4 (16.67%) Business Intelligence Analyst
3 4 (16.67%) DBA
3 4 (16.67%) ETL Developer
4 3 (12.50%) SQL Developer
5 2 (8.33%) Data Engineer
6 1 (4.17%) Business Developer
6 1 (4.17%) Business Intelligence Developer
6 1 (4.17%) Data Warehouse Developer
6 1 (4.17%) ETL Specialist
6 1 (4.17%) Informatica Specialist
6 1 (4.17%) Linux Engineer
6 1 (4.17%) Report Analyst
Miscellaneous
1 6 (25.00%) Digital Media
2 1 (4.17%) Data Conversion
Operating Systems
1 18 (75.00%) Linux
Processes & Methodologies
1 23 (95.83%) Business Intelligence
1 23 (95.83%) ETL
2 19 (79.17%) Analytics
3 18 (75.00%) Continuous Integration
3 18 (75.00%) Kimball Methodology
4 16 (66.67%) E-Commerce
5 6 (25.00%) CRM
5 6 (25.00%) ERP
5 6 (25.00%) Web Development
6 3 (12.50%) Migration
7 1 (4.17%) Agile Software Development
7 1 (4.17%) Data Analysis
Programming Languages
1 20 (83.33%) SQL
2 17 (70.83%) Java
3 6 (25.00%) JavaScript
3 6 (25.00%) PHP
4 4 (16.67%) PL/SQL
4 4 (16.67%) VB
5 1 (4.17%) Python
Qualifications
1 1 (4.17%) BPSS Clearance
Vendors
1 18 (75.00%) Vertica
2 14 (58.33%) Talend
3 4 (16.67%) Microsoft
3 4 (16.67%) SAP
4 3 (12.50%) CODA
4 3 (12.50%) Cognos
4 3 (12.50%) Concur
4 3 (12.50%) Maconomy
4 3 (12.50%) ServiceNow
5 1 (4.17%) Informatica
5 1 (4.17%) Tableau