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 20 February 2017 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
20 Feb 2017
Same period 2016 Same period 2015
Dimensional Modelling
England / North West
Rank 129 146 135
Rank change year-on-year
+17 -11
Contract jobs citing Dimensional Modelling 5 3 10
As % of all contract IT jobs located in the North West 0.19% 0.081% 0.30%
As % of the Processes & Methodologies category 0.23% 0.098% 0.39%
Number of daily rates quoted 2 0 2
Median daily rate £375 - £388
UK excluding London median daily rate £425 £444 £375
% change year-on-year
-4.22% +18.33%
Number of hourly rates quoted 0 0 4
Median hourly rate - - £67.00
UK excluding London median hourly rate - - £67.00

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
2155 3066 2591
As % of all contract IT jobs located in the North West 82.10% 82.38% 78.00%
Number of daily rates quoted 1363 1856 1498
Median daily rate £400 £400 £400
90% offered a daily rate of more than £275 £275 £275
10% offered a daily rate of more than £575 £530 £550
UK excluding London median daily rate £408 £400 £400
% change year-on-year
+2.00% -
Number of hourly rates quoted 94 135 111
Median hourly rate £42.48 £38.00 £37.00
Median hourly rate % change year-on-year
+11.77% +2.70%
90% offered a hourly rate of more than £14.00 £15.70 £14.20
10% offered a hourly rate of more than £51.71 £53.00 £55.00
UK excluding London median hourly rate £35.88 £40.00 £27.50
% change year-on-year
-10.31% +45.45%

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 20 February 2017. 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 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 - 3 £375 - 1
Cheshire +25 1 £375 - 1
Manchester +10 1 - - 1
Dimensional Modelling
England

Dimensional Modelling
Top 30 Related IT Skills in the North West

For the 6 months to 20 February 2017, 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 5 (83.33%) SQL
1 5 (83.33%) Data Warehouse
2 4 (66.67%) Data Modelling
2 4 (66.67%) ETL
2 4 (66.67%) SQL Server
2 4 (66.67%) Tableau
2 4 (66.67%) Visualisation
3 3 (50.00%) Product Management
3 3 (50.00%) REST
3 3 (50.00%) Kalman Filter
3 3 (50.00%) Analytical Skills
3 3 (50.00%) Data Quality
3 3 (50.00%) Dashboard Development
3 3 (50.00%) DB2
3 3 (50.00%) Oracle
3 3 (50.00%) Oracle Reports
3 3 (50.00%) Degree
3 3 (50.00%) Data Extraction
4 1 (16.67%) PCI DSS
4 1 (16.67%) Talend Open Studio
4 1 (16.67%) Cloud Computing
4 1 (16.67%) Team Foundation Server
4 1 (16.67%) Data Protection Act
4 1 (16.67%) Continuous Integration
4 1 (16.67%) SQL Server Analysis Services
4 1 (16.67%) Data Protection
4 1 (16.67%) GAP Analysis
4 1 (16.67%) SQL Server Reporting Services
4 1 (16.67%) Data Analysis
4 1 (16.67%) Business Analysis

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 (16.67%) Apache
1 1 (16.67%) Apache Spark
Cloud Services
1 1 (16.67%) Cloud Computing
1 1 (16.67%) GitHub
Database & Business Intelligence
1 5 (83.33%) Data Warehouse
2 4 (66.67%) SQL Server
3 3 (50.00%) DB2
3 3 (50.00%) Oracle Reports
4 1 (16.67%) Amazon Redshift
4 1 (16.67%) Data Mining
4 1 (16.67%) OLAP
4 1 (16.67%) OLAP Cube
4 1 (16.67%) OLTP
4 1 (16.67%) SQL Server 2012
4 1 (16.67%) SQL Server Analysis Services
4 1 (16.67%) SQL Server Integration Services
4 1 (16.67%) SQL Server Reporting Services
Development Applications
1 1 (16.67%) Jenkins
1 1 (16.67%) SQL Server Management Studio (SSMS)
1 1 (16.67%) Talend Open Studio
1 1 (16.67%) Team Foundation Server
1 1 (16.67%) Visual Studio
Job Titles
1 3 (50.00%) Consultant
1 3 (50.00%) Tableau Consultant
2 1 (16.67%) Analyst
2 1 (16.67%) Business Analyst
2 1 (16.67%) Data Engineer
2 1 (16.67%) Data Warehouse Developer
2 1 (16.67%) Developer
2 1 (16.67%) SQL Developer
Libraries, Frameworks & Software Standards
1 3 (50.00%) REST
2 1 (16.67%) Kafka
Miscellaneous
1 3 (50.00%) Analytical Skills
2 1 (16.67%) Data Protection Act
Operating Systems
1 1 (16.67%) Linux
Processes & Methodologies
1 4 (66.67%) Data Modelling
1 4 (66.67%) ETL
1 4 (66.67%) Visualisation
2 3 (50.00%) Dashboard Development
2 3 (50.00%) Data Extraction
2 3 (50.00%) Kalman Filter
2 3 (50.00%) Product Management
3 1 (16.67%) Business Analysis
3 1 (16.67%) Business Intelligence
3 1 (16.67%) Continuous Integration
3 1 (16.67%) Data Analysis
3 1 (16.67%) Data Protection
3 1 (16.67%) Data Reconciliation
3 1 (16.67%) Data Visualisation
3 1 (16.67%) GAP Analysis
3 1 (16.67%) Kimball Methodology
3 1 (16.67%) Open Source
3 1 (16.67%) Performance Analysis
3 1 (16.67%) Performance Tuning
3 1 (16.67%) Requirements Analysis
Programming Languages
1 5 (83.33%) SQL
2 1 (16.67%) Java
2 1 (16.67%) Python
2 1 (16.67%) T-SQL
Qualifications
1 3 (50.00%) Degree
Quality Assurance & Compliance
1 3 (50.00%) Data Quality
2 1 (16.67%) GDPR
2 1 (16.67%) ISO/IEC 27001
2 1 (16.67%) PCI DSS
Vendors
1 4 (66.67%) Tableau
2 3 (50.00%) Oracle
3 1 (16.67%) Microsoft
3 1 (16.67%) Talend