Period
to 23 November 2017

The following table provides summary statistics for contract job vacancies advertised in Gloucestershire 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
South West > Gloucestershire
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 52 75 60
Rank change year-on-year +23 -15 +15
Contract jobs citing Dimensional Modelling 8 6 20
As % of all contract IT jobs advertised in Gloucestershire 1.22% 0.65% 2.03%
As % of the Processes & Methodologies category 1.49% 0.82% 2.62%
Number of daily rates quoted 6 5 19
Gloucestershire median daily rate £425 £375 £450
Median daily rate % change year-on-year +13.33% -16.67% +28.57%
10th Percentile £419 £241 £350
90th Percentile £468 £410 £500
South West median daily rate £425 £375 £450
% change year-on-year +13.33% -16.67% +38.46%
Number of hourly rates quoted 0 0 0
Gloucestershire median hourly rate - - -
South West median hourly rate - - -

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 Gloucestershire with a requirement for process or methodology skills.

All Process and Methodology Skills
Gloucestershire
Contract vacancies with a requirement for process or methodology skills 537 733 763
As % of all contract IT jobs advertised in Gloucestershire 81.61% 79.24% 77.30%
Number of daily rates quoted 244 429 461
Gloucestershire median daily rate £401 £390 £400
Median daily rate % change year-on-year +2.88% -2.50% +6.67%
10th Percentile £227 £218 £213
90th Percentile £554 £563 £503
South West median daily rate £400 £375 £375
% change year-on-year +6.67% - -
Number of hourly rates quoted 48 67 42
Gloucestershire median hourly rate £31.50 £38.00 £42.00
Median hourly rate % change year-on-year -17.11% -9.52% +16.67%
10th Percentile £10.50 £13.20 £26.25
90th Percentile £56.14 £46.60 £54.21
South West median hourly rate £35.00 £31.50 £39.00
% change year-on-year +11.11% -19.23% +44.44%

Dimensional Modelling
Job Vacancy Trend in Gloucestershire

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

Job vacancy trend for Dimensional Modelling in Gloucestershire

Dimensional Modelling
Contractor Daily Rate Trend in Gloucestershire

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

Contractor daily rate trend for Dimensional Modelling in Gloucestershire

Dimensional Modelling
Contract Job Locations in Gloucestershire

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 Gloucestershire 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
Gloucester 0 4 £425 +30.77%
Dimensional Modelling
South 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 Gloucestershire region with a requirement for Dimensional Modelling.

1 8 (100.00%) Data Warehouse
1 8 (100.00%) Data Modelling
1 8 (100.00%) Teradata
2 7 (87.50%) Finance
2 7 (87.50%) Business Intelligence
2 7 (87.50%) SQL
2 7 (87.50%) Relational Database
3 5 (62.50%) Kimball Methodology
3 5 (62.50%) Data Mining
3 5 (62.50%) Validation
4 4 (50.00%) Banking
4 4 (50.00%) Investment Banking
4 4 (50.00%) Analytical Skills
4 4 (50.00%) SDLC
5 3 (37.50%) Data Analysis
5 3 (37.50%) Degree
5 3 (37.50%) IBM InfoSphere
5 3 (37.50%) HNC
5 3 (37.50%) HND
6 2 (25.00%) T-SQL
6 2 (25.00%) Oracle
6 2 (25.00%) SQL Server
6 2 (25.00%) DB2
6 2 (25.00%) ETL
6 2 (25.00%) SAS
6 2 (25.00%) RDBMS
6 2 (25.00%) IBM
6 2 (25.00%) DataStage
6 2 (25.00%) QualityStage
6 2 (25.00%) Shell Script

Dimensional Modelling
Co-occurring IT Skills in Gloucestershire 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 (25.00%) SAS
Database & Business Intelligence
1 8 (100.00%) Data Warehouse
2 7 (87.50%) Relational Database
3 5 (62.50%) Data Mining
4 3 (37.50%) IBM InfoSphere
5 2 (25.00%) DataStage
5 2 (25.00%) DB2
5 2 (25.00%) Enterprise Data Warehouse
5 2 (25.00%) Oracle ODI
5 2 (25.00%) QualityStage
5 2 (25.00%) RDBMS
5 2 (25.00%) SQL Server
5 2 (25.00%) SQL Server Integration Services
General
1 7 (87.50%) Finance
2 4 (50.00%) Banking
2 4 (50.00%) Investment Banking
3 1 (12.50%) Retail
Job Titles
1 4 (50.00%) Developer
2 3 (37.50%) Business Intelligence Developer
2 3 (37.50%) Teradata Developer
3 2 (25.00%) Analyst
3 2 (25.00%) Analyst Developer
3 2 (25.00%) Business Intelligence Analyst
3 2 (25.00%) Teradata Analyst
4 1 (12.50%) Data Modeller
4 1 (12.50%) Data Warehouse Developer
4 1 (12.50%) Developer Analyst
Miscellaneous
1 4 (50.00%) Analytical Skills
2 1 (12.50%) Management Information System
Operating Systems
1 1 (12.50%) Linux
1 1 (12.50%) Unix
1 1 (12.50%) Windows
1 1 (12.50%) Windows Server
Processes & Methodologies
1 8 (100.00%) Data Modelling
2 7 (87.50%) Business Intelligence
3 5 (62.50%) Kimball Methodology
3 5 (62.50%) Validation
4 4 (50.00%) SDLC
5 3 (37.50%) Data Analysis
6 2 (25.00%) Agile Software Development
6 2 (25.00%) Data Governance
6 2 (25.00%) Data Integration
6 2 (25.00%) Data Lineage
6 2 (25.00%) Data Management
6 2 (25.00%) Data Security
6 2 (25.00%) Dependency Management
6 2 (25.00%) ETL
6 2 (25.00%) Inmon Methodology
7 1 (12.50%) ITIL
7 1 (12.50%) RAD
7 1 (12.50%) Stakeholder Management
7 1 (12.50%) Waterfall
Programming Languages
1 7 (87.50%) SQL
2 2 (25.00%) PL/SQL
2 2 (25.00%) Shell Script
2 2 (25.00%) T-SQL
Qualifications
1 3 (37.50%) Degree
1 3 (37.50%) HNC
1 3 (37.50%) HND
Quality Assurance & Compliance
1 2 (25.00%) Data Quality
Vendors
1 8 (100.00%) Teradata
2 2 (25.00%) IBM
2 2 (25.00%) Netezza
2 2 (25.00%) Oracle