The following table provides summary statistics for contract job vacancies advertised in the North West with a requirement for Dimensional Modelling skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Dimensional Modelling over the 3 months to 27 June 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Dimensional Modelling
England / North West
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 127 136 147
Rank change year-on-year +9 +11  
Contract jobs citing Dimensional Modelling 12 23 6
As % of all contract IT jobs advertised in the North West 0.41% 0.61% 0.16%
As % of the Processes & Methodologies category 0.50% 0.74% 0.21%
Number of daily rates quoted 7 17 4
Median daily rate £450 £413 £463
Median daily rate % change year-on-year +9.09% -10.81%  
90% offered a daily rate of more than £325 £408 £373
10% offered a daily rate of more than £530 £450 £514
UK excluding London median daily rate £450 £413 £425
% change year-on-year +9.09% -2.94%  
Number of hourly rates quoted 0 4 0
Median hourly rate - £20.50 -
UK excluding London median hourly rate - £20.50 -

Dimensional Modelling is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in the North West with a requirement for process and methodology skills.

Contract Process & Methodology Skills
North West
Contract job vacancies with a requirement for process and methodology skills 2381 3115 2862
As % of all contract IT job vacancies advertised in the North West 80.85% 82.06% 78.67%
Number of daily rates quoted 1410 1960 1689
Median daily rate £410 £415 £385
Median daily rate % change year-on-year -1.20% +7.79%  
90% offered a daily rate of more than £300 £300 £275
10% offered a daily rate of more than £550 £575 £550
UK excluding London median daily rate £415 £400 £385
% change year-on-year +3.75% +3.89%  
Number of hourly rates quoted 99 78 122
Median hourly rate £40.00 £28.50 £34.00
Median hourly rate % change year-on-year +40.35% -16.17%  
90% offered a hourly rate of more than £13.00 £12.58 £14.50
10% offered a hourly rate of more than £55.00 £53.00 £56.35
UK excluding London median hourly rate £34.00 £28.50 £30.00
% change year-on-year +19.29% -5.00%  

Dimensional Modelling
Job Vacancy Trend in the North West

The job posting trend of jobs advertised in the North West citing Dimensional Modelling as a proportion of all contract or permanent IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Dimensional Modelling in the North West

Dimensional Modelling
Contractor Daily Rate Trend in the North West

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

Contractor daily rate trend for Dimensional Modelling in the North West

Dimensional Modelling
Contractor Daily Rate Histogram in the North West

The daily rate distribution of IT jobs citing Dimensional Modelling in the North West over the 3 months to 27 June 2017.

Contractor daily rate histogram for Dimensional Modelling in the North West

Dimensional Modelling
Contractor Hourly Rate Trend in the North West

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

Contractor hourly rate trend for Dimensional Modelling 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 27 June 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
Manchester +18 4 £325 +47.72% 1
Cheshire +9 4 £450 +9.09%
Cumbria - 1 £575 -
Merseyside - 1 - -
Dimensional Modelling
England

For the 6 months to 27 June 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 10 (71.43%) Data Warehouse
2 9 (64.29%) ETL
3 8 (57.14%) SQL
4 7 (50.00%) SQL Server
4 7 (50.00%) Data Modelling
4 7 (50.00%) Kimball Methodology
5 4 (28.57%) Performance Tuning
5 4 (28.57%) T-SQL
5 4 (28.57%) Business Intelligence
5 4 (28.57%) SQL Server Integration Services
6 3 (21.43%) SQL Server Analysis Services
6 3 (21.43%) Continuous Integration
6 3 (21.43%) Java
6 3 (21.43%) Oracle
6 3 (21.43%) E-Commerce
6 3 (21.43%) Jenkins
6 3 (21.43%) Vertica
6 3 (21.43%) Big Data
6 3 (21.43%) Logical Data Model
7 2 (14.29%) Apache Spark
7 2 (14.29%) Conceptual Models
7 2 (14.29%) ETL Development
7 2 (14.29%) Data Flow Diagram
7 2 (14.29%) Talend
7 2 (14.29%) GitHub
7 2 (14.29%) SQL Server 2012
7 2 (14.29%) ERwin
7 2 (14.29%) SAP HANA
7 2 (14.29%) Data Transformation
7 2 (14.29%) SharePoint

Dimensional Modelling
Co-occurring 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 2 (14.29%) Apache Spark
1 2 (14.29%) SharePoint
2 1 (7.14%) SAS
Applications
1 2 (14.29%) MS Visio
Business Applications
1 1 (7.14%) SAP S/4HANA
Cloud Services
1 2 (14.29%) Cloud Computing
1 2 (14.29%) GitHub
Database & Business Intelligence
1 10 (71.43%) Data Warehouse
2 7 (50.00%) SQL Server
3 4 (28.57%) SQL Server Integration Services
4 3 (21.43%) Big Data
4 3 (21.43%) SQL Server Analysis Services
5 2 (14.29%) BusinessObjects
5 2 (14.29%) BusinessObjects Web Intelligence
5 2 (14.29%) MongoDB
5 2 (14.29%) MySQL
5 2 (14.29%) SAP HANA
5 2 (14.29%) Snowflake Schema
5 2 (14.29%) SQL Server 2012
6 1 (7.14%) Data Mart
6 1 (7.14%) DataStage
6 1 (7.14%) DB2
6 1 (7.14%) IBM InfoSphere
6 1 (7.14%) OLAP
6 1 (7.14%) Oracle Reports
6 1 (7.14%) SAP BW
6 1 (7.14%) Star Schema
Development Applications
1 3 (21.43%) Jenkins
2 2 (14.29%) ERwin
2 2 (14.29%) Subversion
2 2 (14.29%) Talend Open Studio
General
1 2 (14.29%) Marketing
1 2 (14.29%) Retail
2 1 (7.14%) Banking
2 1 (7.14%) Finance
Job Titles
1 8 (57.14%) Developer
2 2 (14.29%) Business Intelligence Developer
2 2 (14.29%) Consultant
2 2 (14.29%) Data Modeller
2 2 (14.29%) Data Warehouse Developer
2 2 (14.29%) ETL Developer
2 2 (14.29%) Senior Business Intelligence Developer
2 2 (14.29%) Senior Developer
2 2 (14.29%) Senior SQL Developer
2 2 (14.29%) SQL BI Developer
2 2 (14.29%) SQL Developer
2 2 (14.29%) SSIS Developer
2 2 (14.29%) T-SQL Developer
3 1 (7.14%) DataStage Developer
3 1 (7.14%) SAP BI Consultant
3 1 (7.14%) SAP BW Developer
3 1 (7.14%) SAP Consultant
3 1 (7.14%) SAP Developer
3 1 (7.14%) SAP S/4HANA Developer
3 1 (7.14%) Tableau Consultant
Libraries, Frameworks & Software Standards
1 1 (7.14%) REST
Miscellaneous
1 1 (7.14%) Analytical Skills
1 1 (7.14%) Reference Data
Operating Systems
1 1 (7.14%) Linux
Processes & Methodologies
1 9 (64.29%) ETL
2 7 (50.00%) Data Modelling
2 7 (50.00%) Kimball Methodology
3 4 (28.57%) Business Intelligence
3 4 (28.57%) Performance Tuning
4 3 (21.43%) Continuous Integration
4 3 (21.43%) E-Commerce
4 3 (21.43%) Logical Data Model
5 2 (14.29%) Conceptual Models
5 2 (14.29%) Data Flow Diagram
5 2 (14.29%) Data Integration
5 2 (14.29%) Data Management
5 2 (14.29%) Data Transformation
5 2 (14.29%) ETL Development
5 2 (14.29%) SOA
6 1 (7.14%) Data Protection
6 1 (7.14%) ERP
6 1 (7.14%) Product Management
6 1 (7.14%) TOGAF
6 1 (7.14%) Visualisation
Programming Languages
1 8 (57.14%) SQL
2 4 (28.57%) T-SQL
3 3 (21.43%) Java
Qualifications
1 1 (7.14%) Degree
1 1 (7.14%) SC Cleared
1 1 (7.14%) Security Cleared
Quality Assurance & Compliance
1 1 (7.14%) Data Quality
System Software
1 1 (7.14%) Tivoli Workload Scheduler
Systems Management
1 1 (7.14%) Tivoli
Vendors
1 3 (21.43%) Oracle
1 3 (21.43%) Vertica
2 2 (14.29%) Ab Initio
2 2 (14.29%) Microsoft
2 2 (14.29%) SAP
2 2 (14.29%) Talend
3 1 (7.14%) IBM
3 1 (7.14%) Tableau
3 1 (7.14%) Teradata
North West
Rullion
Posted: 6 days ago