Period
to 23 November 2017

The following table provides summary statistics for contract job vacancies advertised in Cheshire 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 6 months to 23 November 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
North West > Cheshire
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 86 83 105
Rank change year-on-year -3 +22 -9
Contract jobs citing Dimensional Modelling 5 13 6
As % of all contract IT jobs advertised in Cheshire 0.37% 0.89% 0.29%
As % of the Processes & Methodologies category 0.45% 1.04% 0.34%
Number of daily rates quoted 5 9 2
Cheshire median daily rate £500 £550 £369
Median daily rate % change year-on-year -9.09% +49.15% -13.24%
10th Percentile £319 £399 £333
90th Percentile £525 £625 £399
North West median daily rate £475 £550 £450
% change year-on-year -13.64% +22.22% -
Number of hourly rates quoted 0 0 0
Cheshire median hourly rate - - -
North West median hourly rate - £20.50 -

Dimensional Modelling is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Cheshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Cheshire
Contract vacancies with a requirement for process or methodology skills 1116 1252 1750
As % of all contract IT jobs advertised in Cheshire 83.53% 85.99% 84.26%
Number of daily rates quoted 800 898 1153
Cheshire median daily rate £420 £400 £425
Median daily rate % change year-on-year +5.00% -5.88% +8.97%
10th Percentile £263 £238 £280
90th Percentile £625 £613 £600
North West median daily rate £400 £400 £400
Number of hourly rates quoted 38 31 57
Cheshire median hourly rate £13.00 £19.63 £17.50
Median hourly rate % change year-on-year -33.76% +12.14% -2.86%
10th Percentile £10.58 £13.00 £12.74
90th Percentile £35.00 £33.75 £35.00
North West median hourly rate £25.12 £22.00 £30.52
% change year-on-year +14.18% -27.92% +74.40%

Dimensional Modelling
Job Vacancy Trend in Cheshire

Job postings citing Dimensional Modelling as a percentage of all IT jobs advertised in Cheshire.

Job vacancy trend for Dimensional Modelling in Cheshire

Dimensional Modelling
Contractor Daily Rate Trend in Cheshire

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

Contractor daily rate trend for Dimensional Modelling in Cheshire

Dimensional Modelling
Contractor Daily Rate Histogram in Cheshire

The daily rate distribution of IT jobs citing Dimensional Modelling in Cheshire over the 6 months to 23 November 2017.

Contractor daily rate histogram for Dimensional Modelling in Cheshire

Dimensional Modelling
Contract Job Locations in Cheshire

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 Cheshire region over the 6 months to 23 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Chester +8 3 £500 -4.76%
Dimensional Modelling
North West

For the 6 months to 23 November 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 Cheshire region with a requirement for Dimensional Modelling.

1 5 (100.00%) Data Warehouse
1 5 (100.00%) Data Modelling
1 5 (100.00%) ETL
2 3 (60.00%) Finance
2 3 (60.00%) Banking
2 3 (60.00%) IBM InfoSphere
2 3 (60.00%) Logical Data Model
2 3 (60.00%) SDLC
2 3 (60.00%) IBM
2 3 (60.00%) DataStage
2 3 (60.00%) Tivoli
2 3 (60.00%) Tivoli Workload Scheduler
2 3 (60.00%) Oracle
3 2 (40.00%) Data Cleansing
3 2 (40.00%) Kimball Methodology
3 2 (40.00%) Business Intelligence
3 2 (40.00%) ETL Development
3 2 (40.00%) Spatial Data
3 2 (40.00%) Data Mart

Dimensional Modelling
Co-occurring IT Skills in Cheshire 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:

Database & Business Intelligence
1 5 (100.00%) Data Warehouse
2 3 (60.00%) DataStage
2 3 (60.00%) IBM InfoSphere
3 2 (40.00%) Data Mart
3 2 (40.00%) Spatial Data
General
1 3 (60.00%) Banking
1 3 (60.00%) Finance
Job Titles
1 5 (100.00%) Developer
2 3 (60.00%) DataStage Developer
3 2 (40.00%) ETL Developer
Processes & Methodologies
1 5 (100.00%) Data Modelling
1 5 (100.00%) ETL
2 3 (60.00%) Logical Data Model
2 3 (60.00%) SDLC
3 2 (40.00%) Business Intelligence
3 2 (40.00%) Data Cleansing
3 2 (40.00%) ETL Development
3 2 (40.00%) Kimball Methodology
System Software
1 3 (60.00%) Tivoli Workload Scheduler
Systems Management
1 3 (60.00%) Tivoli
Vendors
1 3 (60.00%) IBM
1 3 (60.00%) Oracle