Period
to 22 January 2018

The following table provides summary statistics for contract job vacancies advertised in the South West 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 22 January 2018 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
England > South West
6 months to
22 Jan 2018
Same period 2017 Same period 2016
Rank 158 167 191
Rank change year-on-year +9 +24 0
Contract jobs citing Kimball Methodology 35 33 31
As % of all contract IT jobs advertised in the South West 0.67% 0.62% 0.50%
As % of the Processes & Methodologies category 0.83% 0.77% 0.62%
Number of daily rates quoted 32 17 29
South West median daily rate £425 £363 £375
Median daily rate % change year-on-year +17.24% -3.33% +11.11%
10th Percentile £347 £290 £313
90th Percentile £511 £418 £488
England median daily rate £450 £400 £428
% change year-on-year +12.50% -6.43% +0.88%
Number of hourly rates quoted 0 9 0
South West median hourly rate - £44.00 -
England median hourly rate - £44.00 £45.00
% change year-on-year - -2.22% +17.65%

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 the South West with a requirement for process or methodology skills.

All Process and Methodology Skills
South West
Contract vacancies with a requirement for process or methodology skills 4,197 4,275 5,033
As % of all contract IT jobs advertised in the South West 80.28% 80.86% 81.10%
Number of daily rates quoted 2,612 2,845 3,463
South West median daily rate £400 £375 £375
Median daily rate % change year-on-year +6.67% - -1.32%
10th Percentile £263 £238 £255
90th Percentile £575 £550 £525
England median daily rate £450 £434 £425
% change year-on-year +3.72% +2.09% +6.12%
Number of hourly rates quoted 168 282 255
South West median hourly rate £31.00 £37.25 £39.25
Median hourly rate % change year-on-year -16.78% -5.10% +37.72%
10th Percentile £11.79 £12.52 £13.70
90th Percentile £47.65 £47.50 £50.00
England median hourly rate £23.50 £25.00 £23.00
% change year-on-year -6.00% +8.70% +15.00%

Kimball Methodology
Job Vacancy Trend in the South West

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

Job vacancy trend for Kimball Methodology in the South West

Kimball Methodology
Contractor Daily Rate Trend in the South West

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

Contractor daily rate trend for Kimball Methodology in the South West

Kimball Methodology
Contractor Daily Rate Histogram in the South West

The daily rate distribution of IT jobs citing Kimball Methodology in the South West over the 6 months to 22 January 2018.

Contractor daily rate histogram for Kimball Methodology in the South West

Kimball Methodology
Contractor Hourly Rate Trend in the South West

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Kimball Methodology in the South West.

Contractor hourly rate trend for Kimball Methodology in the South West

Kimball Methodology
Contract Job Locations in the South West

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 West region over the 6 months to 22 January 2018. 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
Wiltshire +13 12 £400 - 3
Bristol +2 10 £413 +0.61% 2
Gloucestershire +24 4 £438 +59.09% 2
Somerset -5 3 £438 +19.86%
Kimball Methodology
England

For the 6 months to 22 January 2018, 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 West region with a requirement for Kimball Methodology.

1 31 (88.57%) Data Warehouse
2 24 (68.57%) Business Intelligence
2 24 (68.57%) SQL Server Integration Services
3 23 (65.71%) SQL
4 21 (60.00%) ETL
5 19 (54.29%) SQL Server
6 18 (51.43%) Data Modelling
7 13 (37.14%) SQL Server Analysis Services
8 12 (34.29%) Microsoft
9 11 (31.43%) Finance
9 11 (31.43%) Dimensional Modelling
10 10 (28.57%) Oracle
11 9 (25.71%) T-SQL
11 9 (25.71%) Data Analysis
11 9 (25.71%) Oracle ODI
12 8 (22.86%) Analytics
12 8 (22.86%) Power BI
12 8 (22.86%) SQL Server Reporting Services
13 7 (20.00%) Shell Script
14 6 (17.14%) Unix
14 6 (17.14%) Agile Software Development
14 6 (17.14%) Marketing
15 5 (14.29%) Teradata
15 5 (14.29%) Star Schema
15 5 (14.29%) Relational Database
15 5 (14.29%) Oracle BI EE
15 5 (14.29%) Microsoft Azure
16 4 (11.43%) SQL Server 2008
16 4 (11.43%) DevOps
16 4 (11.43%) SQL Server 2016

Kimball Methodology
Co-occurring IT Skills in the South 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 (5.71%) SAS
Business Applications
1 1 (2.86%) Cognos Business Intelligence
1 1 (2.86%) Cognos TM1
1 1 (2.86%) Oracle EBS
Cloud Services
1 5 (14.29%) Microsoft Azure
Database & Business Intelligence
1 31 (88.57%) Data Warehouse
2 24 (68.57%) SQL Server Integration Services
3 19 (54.29%) SQL Server
4 13 (37.14%) SQL Server Analysis Services
5 9 (25.71%) Oracle ODI
6 8 (22.86%) Power BI
6 8 (22.86%) SQL Server Reporting Services
7 5 (14.29%) Oracle BI EE
7 5 (14.29%) Relational Database
7 5 (14.29%) Star Schema
8 4 (11.43%) SQL Server 2008
8 4 (11.43%) SQL Server 2016
9 3 (8.57%) Azure SQL Database
9 3 (8.57%) DataStage
9 3 (8.57%) RDBMS
10 2 (5.71%) Data Mining
10 2 (5.71%) DB2
10 2 (5.71%) IBM InfoSphere
10 2 (5.71%) QlikView
10 2 (5.71%) QualityStage
Development Applications
1 1 (2.86%) Team Foundation Server
1 1 (2.86%) Visual Studio
General
1 11 (31.43%) Finance
2 6 (17.14%) Marketing
3 4 (11.43%) Banking
4 3 (8.57%) Investment Banking
5 1 (2.86%) Electronics
5 1 (2.86%) Manufacturing
5 1 (2.86%) Retail
5 1 (2.86%) Telecoms
Job Titles
1 29 (82.86%) Developer
2 11 (31.43%) Business Intelligence Developer
3 10 (28.57%) Data Warehouse Developer
4 8 (22.86%) SSIS Developer
5 6 (17.14%) ETL Developer
6 4 (11.43%) SQL Developer
7 3 (8.57%) Business Developer
7 3 (8.57%) Consultant
7 3 (8.57%) SSAS Developer
8 2 (5.71%) ETL Consultant
8 2 (5.71%) Power BI Developer
8 2 (5.71%) Senior Consultant
8 2 (5.71%) SQL Server Developer
8 2 (5.71%) SSRS Developer
9 1 (2.86%) Analyst
9 1 (2.86%) Architect
9 1 (2.86%) Cognos Developer
9 1 (2.86%) Data Analytics Architect
9 1 (2.86%) Solutions Analyst
9 1 (2.86%) Teradata Developer
Miscellaneous
1 3 (8.57%) Analytical Skills
2 1 (2.86%) Greenfield Project
2 1 (2.86%) Management Information System
Operating Systems
1 6 (17.14%) Unix
2 1 (2.86%) Linux
2 1 (2.86%) Windows
2 1 (2.86%) Windows Server
Processes & Methodologies
1 24 (68.57%) Business Intelligence
2 21 (60.00%) ETL
3 18 (51.43%) Data Modelling
4 11 (31.43%) Dimensional Modelling
5 9 (25.71%) Data Analysis
6 8 (22.86%) Analytics
7 6 (17.14%) Agile Software Development
8 4 (11.43%) Dashboard Development
8 4 (11.43%) DevOps
9 3 (8.57%) Data Governance
9 3 (8.57%) Data Ingestion
9 3 (8.57%) Data Lineage
9 3 (8.57%) ETL Development
9 3 (8.57%) SDLC
10 2 (5.71%) Data Integration
10 2 (5.71%) Data Management
10 2 (5.71%) Data Security
10 2 (5.71%) Reverse Engineering
10 2 (5.71%) Stakeholder Management
10 2 (5.71%) Validation
Programming Languages
1 23 (65.71%) SQL
2 9 (25.71%) T-SQL
3 7 (20.00%) Shell Script
4 2 (5.71%) PL/SQL
Qualifications
1 3 (8.57%) MCSA
1 3 (8.57%) MCSE
1 3 (8.57%) Microsoft Certification
2 2 (5.71%) Degree
2 2 (5.71%) HNC
2 2 (5.71%) HND
3 1 (2.86%) SC Cleared
3 1 (2.86%) Security Cleared
Quality Assurance & Compliance
1 2 (5.71%) Data Quality
Vendors
1 12 (34.29%) Microsoft
2 10 (28.57%) Oracle
3 5 (14.29%) Teradata
4 3 (8.57%) IBM
4 3 (8.57%) Tableau
5 2 (5.71%) Netezza
6 1 (2.86%) Cognos
6 1 (2.86%) SAP