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 8 December 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
8 Dec 2016
Same period 2015 Same period 2014
Dimensional Modelling
Rank 146 152 117
Rank change year-on-year
+6 -35
Contract jobs citing Dimensional Modelling 2 5 26
As % of all contract IT jobs located in the North West 0.063% 0.12% 0.80%
As % of the Processes & Methodologies category 0.075% 0.15% 1.03%
Number of daily rates quoted 1 0 21
Median daily rate £375 - £465
UK excluding London median daily rate £400 £450 £438
% change year-on-year
-11.11% +2.85%
Number of hourly rates quoted 0 0 2
Median hourly rate - - £82.00
UK excluding London median hourly rate - - £82.00
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
2669 3305 2519
As % of all contract IT jobs located in the North West 83.90% 79.56% 77.29%
Number of daily rates quoted 1781 2013 1494
Median daily rate £413 £413 £375
Median daily rate % change year-on-year
- +10.00%
90% offered a daily rate of more than £300 £275 £250
10% offered a daily rate of more than £575 £600 £525
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 60 128 106
Median hourly rate £27.50 £30.15 £27.50
Median hourly rate % change year-on-year
-8.78% +9.63%
90% offered a hourly rate of more than £14.54 £12.35 £13.50
10% offered a hourly rate of more than £45.40 £47.71 £45.00
UK excluding London median hourly rate £31.00 £35.00 £25.00
% change year-on-year
-11.42% +40.00%

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
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 8 December 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
Merseyside - 2 £375 -
Dimensional Modelling
England

Dimensional Modelling
Top 30 Related IT Skills in the North West

For the 6 months to 8 December 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 12 (92.31%) ETL
2 10 (76.92%) Java
2 10 (76.92%) OLAP
2 10 (76.92%) Linux
2 10 (76.92%) Continuous Integration
2 10 (76.92%) SQL Server Analysis Services
2 10 (76.92%) Kimball Methodology
2 10 (76.92%) Jenkins
2 10 (76.92%) OLAP Cube
3 9 (69.23%) Vertica
4 8 (61.54%) Talend
4 8 (61.54%) Talend Open Studio
4 8 (61.54%) Business Intelligence
5 7 (53.85%) SQL
6 5 (38.46%) SQL Server
6 5 (38.46%) E-Commerce
6 5 (38.46%) Tableau
7 4 (30.77%) Data Warehouse
7 4 (30.77%) Analytics
8 3 (23.08%) Big Data
9 2 (15.38%) SQL Server Reporting Services
9 2 (15.38%) Visualisation
9 2 (15.38%) Data Modelling
9 2 (15.38%) Microsoft
10 1 (7.69%) Dashboard Development
10 1 (7.69%) Concur
10 1 (7.69%) ServiceNow
10 1 (7.69%) BusinessObjects
10 1 (7.69%) CODA
10 1 (7.69%) 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 1 (7.69%) Apache
1 1 (7.69%) Apache Spark
1 1 (7.69%) SharePoint
Applications
1 1 (7.69%) MS Excel
1 1 (7.69%) MS Office
1 1 (7.69%) MS PowerPoint
Cloud Services
1 1 (7.69%) Cloud Computing
1 1 (7.69%) GitHub
Database & Business Intelligence
1 10 (76.92%) OLAP
1 10 (76.92%) OLAP Cube
1 10 (76.92%) SQL Server Analysis Services
2 5 (38.46%) SQL Server
3 4 (30.77%) Data Warehouse
4 3 (23.08%) Big Data
5 2 (15.38%) SQL Server Reporting Services
6 1 (7.69%) Amazon Redshift
6 1 (7.69%) BusinessObjects
6 1 (7.69%) Crystal Reports
6 1 (7.69%) Data Mining
6 1 (7.69%) DB2
6 1 (7.69%) OLTP
6 1 (7.69%) Oracle Reports
6 1 (7.69%) SAP BW
6 1 (7.69%) SQL Server 2012
6 1 (7.69%) SQL Server Integration Services
Development Applications
1 10 (76.92%) Jenkins
2 8 (61.54%) Talend Open Studio
3 1 (7.69%) SQL Server Management Studio (SSMS)
3 1 (7.69%) Team Foundation Server
3 1 (7.69%) Visual Studio
General
1 1 (7.69%) Finance
Job Titles
1 5 (38.46%) DBA
2 4 (30.77%) Developer
3 3 (23.08%) Talend Developer
4 2 (15.38%) Data Engineer
5 1 (7.69%) Analyst
5 1 (7.69%) Business Intelligence Analyst
5 1 (7.69%) Consultant
5 1 (7.69%) Data Warehouse Developer
5 1 (7.69%) Linux Engineer
5 1 (7.69%) SQL Developer
5 1 (7.69%) Tableau Consultant
Libraries, Frameworks & Software Standards
1 1 (7.69%) Kafka
1 1 (7.69%) REST
Miscellaneous
1 2 (15.38%) Visualisation
2 1 (7.69%) Analytical Skills
2 1 (7.69%) Data Extraction
Operating Systems
1 10 (76.92%) Linux
Processes & Methodologies
1 12 (92.31%) ETL
2 10 (76.92%) Continuous Integration
2 10 (76.92%) Kimball Methodology
3 8 (61.54%) Business Intelligence
4 5 (38.46%) E-Commerce
5 4 (30.77%) Analytics
6 2 (15.38%) Data Modelling
7 1 (7.69%) Agile Software Development
7 1 (7.69%) Business Analytics
7 1 (7.69%) Dashboard Development
7 1 (7.69%) Data Visualisation
7 1 (7.69%) Kalman Filter
7 1 (7.69%) Migration
7 1 (7.69%) Open Source
7 1 (7.69%) Performance Analysis
7 1 (7.69%) Performance Tuning
7 1 (7.69%) Product Management
Programming Languages
1 10 (76.92%) Java
2 7 (53.85%) SQL
3 1 (7.69%) PL/SQL
3 1 (7.69%) Python
3 1 (7.69%) T-SQL
3 1 (7.69%) VB
Qualifications
1 1 (7.69%) Degree
Quality Assurance & Compliance
1 1 (7.69%) Data Quality
Vendors
1 9 (69.23%) Vertica
2 8 (61.54%) Talend
3 5 (38.46%) Tableau
4 2 (15.38%) Microsoft
5 1 (7.69%) CODA
5 1 (7.69%) Cognos
5 1 (7.69%) Concur
5 1 (7.69%) Maconomy
5 1 (7.69%) Oracle
5 1 (7.69%) SAP
5 1 (7.69%) ServiceNow