Period
to 23 November 2017

The following table provides summary statistics for contract job vacancies advertised in South Wales with a requirement for Kimball Methodology skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Kimball Methodology 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.

The Kimball Lifecycle
Wales > South Wales
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 69 85 102
Rank change year-on-year +16 +17 -16
Contract jobs citing Kimball Methodology 8 4 2
As % of all contract IT jobs advertised in South Wales 0.85% 0.36% 0.15%
As % of the Processes & Methodologies category 1.02% 0.42% 0.19%
Number of daily rates quoted 7 3 2
South Wales median daily rate £350 £325 £338
Median daily rate % change year-on-year +7.69% -3.70% -
10th Percentile £225 £303 £316
90th Percentile £485 £338 £349
Wales median daily rate £350 £325 £338
% change year-on-year +7.69% -3.70% -
Number of hourly rates quoted 0 0 0
South Wales median hourly rate - - -
Wales median hourly rate - - -

Kimball Methodology 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 South Wales with a requirement for process or methodology skills.

All Process and Methodology Skills
South Wales
Contract vacancies with a requirement for process or methodology skills 785 944 1049
As % of all contract IT jobs advertised in South Wales 83.42% 83.91% 81.19%
Number of daily rates quoted 529 680 812
South Wales median daily rate £375 £400 £350
Median daily rate % change year-on-year -6.25% +14.29% -
10th Percentile £175 £225 £235
90th Percentile £525 £538 £475
Wales median daily rate £390 £400 £355
% change year-on-year -2.50% +12.68% -2.74%
Number of hourly rates quoted 32 44 34
South Wales median hourly rate £20.69 £18.38 £15.88
Median hourly rate % change year-on-year +12.60% +15.75% +9.48%
10th Percentile £13.00 £10.46 £9.58
90th Percentile £52.00 £61.25 £35.33
Wales median hourly rate £20.69 £18.00 £15.75
% change year-on-year +14.94% +14.29% -5.86%

Kimball Methodology
Job Vacancy Trend in South Wales

Job postings citing Kimball Methodology as a percentage of all IT jobs advertised in South Wales.

Job vacancy trend for Kimball Methodology in South Wales

Kimball Methodology
Contractor Daily Rate Trend in South Wales

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Kimball Methodology in South Wales.

Contractor daily rate trend for Kimball Methodology in South Wales

Kimball Methodology
Contractor Daily Rate Histogram in South Wales

The daily rate distribution of IT jobs citing Kimball Methodology in South Wales over the 6 months to 23 November 2017.

Contractor daily rate histogram for Kimball Methodology in South Wales

Kimball Methodology
Contract Job Locations in South Wales

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Kimball Methodology within the South Wales 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
Cardiff -1 5 £284 -12.69% 1
Caerphilly - 2 £350 -
Kimball Methodology
Wales

For the 6 months to 23 November 2017, IT contractor jobs citing Kimball Methodology 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 South Wales region with a requirement for Kimball Methodology.

1 7 (87.50%) SQL
1 7 (87.50%) Data Warehouse
2 6 (75.00%) SQL Server
2 6 (75.00%) ETL
2 6 (75.00%) SQL Server Integration Services
2 6 (75.00%) Agile Software Development
3 5 (62.50%) Scrum
3 5 (62.50%) Star Schema
4 4 (50.00%) Business Intelligence
4 4 (50.00%) T-SQL
4 4 (50.00%) Data Modelling
4 4 (50.00%) ITIL
4 4 (50.00%) Migration
4 4 (50.00%) Data Migration
4 4 (50.00%) Data Cleansing
4 4 (50.00%) SQL Server 2008
4 4 (50.00%) Logical Data Model
4 4 (50.00%) Physical Data Model
5 3 (37.50%) SDLC
5 3 (37.50%) Dependency Management
5 3 (37.50%) Performance Tuning
5 3 (37.50%) Data Integration
5 3 (37.50%) Dimensional Modelling
5 3 (37.50%) Oracle
5 3 (37.50%) IBM
6 2 (25.00%) Microsoft
6 2 (25.00%) Informatica
6 2 (25.00%) Visual Studio
6 2 (25.00%) Teradata
6 2 (25.00%) Requirements Analysis

Kimball Methodology
Co-occurring IT Skills in South Wales 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 (12.50%) SAS
Cloud Services
1 2 (25.00%) Microsoft Azure
Database & Business Intelligence
1 7 (87.50%) Data Warehouse
2 6 (75.00%) SQL Server
2 6 (75.00%) SQL Server Integration Services
3 5 (62.50%) Star Schema
4 4 (50.00%) SQL Server 2008
5 2 (25.00%) Azure SQL Database
5 2 (25.00%) Microsoft Analysis Services
5 2 (25.00%) Power BI
5 2 (25.00%) Relational Database
5 2 (25.00%) SQL Server 2014
5 2 (25.00%) SQL Server Analysis Services
5 2 (25.00%) SQL Server Reporting Services
5 2 (25.00%) SSDT
6 1 (12.50%) Base SAS
6 1 (12.50%) Data Mart
6 1 (12.50%) DB2
6 1 (12.50%) OLTP
6 1 (12.50%) PostgreSQL
6 1 (12.50%) SAS Data Integration Studio
6 1 (12.50%) SAS Enterprise Guide
Development Applications
1 2 (25.00%) Team Foundation Server
1 2 (25.00%) Visual Studio
General
1 1 (12.50%) Finance
Job Titles
1 8 (100.00%) Developer
2 5 (62.50%) SQL Developer
3 4 (50.00%) Data Warehouse Developer
4 2 (25.00%) Informatica Developer
5 1 (12.50%) Data Integration Developer
5 1 (12.50%) Integration Developer
5 1 (12.50%) SAS Data Integration Studio Developer
5 1 (12.50%) SAS Developer
5 1 (12.50%) SQL Server Data Warehouse Developer
5 1 (12.50%) SQL Server Developer
5 1 (12.50%) SSIS Developer
Miscellaneous
1 2 (25.00%) iSeries
2 1 (12.50%) Analytical Skills
Processes & Methodologies
1 6 (75.00%) Agile Software Development
1 6 (75.00%) ETL
2 5 (62.50%) Scrum
3 4 (50.00%) Business Intelligence
3 4 (50.00%) Data Cleansing
3 4 (50.00%) Data Migration
3 4 (50.00%) Data Modelling
3 4 (50.00%) ITIL
3 4 (50.00%) Logical Data Model
3 4 (50.00%) Migration
3 4 (50.00%) Physical Data Model
4 3 (37.50%) Data Integration
4 3 (37.50%) Dependency Management
4 3 (37.50%) Dimensional Modelling
4 3 (37.50%) Performance Tuning
4 3 (37.50%) SDLC
5 2 (25.00%) Change Data Capture
5 2 (25.00%) Continuous Improvement
5 2 (25.00%) Data Analysis
5 2 (25.00%) System Testing
Programming Languages
1 7 (87.50%) SQL
2 4 (50.00%) T-SQL
Qualifications
1 2 (25.00%) SC Cleared
1 2 (25.00%) Security Cleared
Vendors
1 3 (37.50%) IBM
1 3 (37.50%) Oracle
2 2 (25.00%) Informatica
2 2 (25.00%) Microsoft
2 2 (25.00%) Teradata