Period
to 17 November 2017

The following table provides summary statistics for contract job vacancies advertised in the South East 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 17 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
England > South East
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 326 315 337
Rank change year-on-year -11 +22 +1
Contract jobs citing Kimball Methodology 51 67 58
As % of all contract IT jobs advertised in the South East 0.30% 0.40% 0.30%
As % of the Processes & Methodologies category 0.37% 0.48% 0.37%
Number of daily rates quoted 44 51 48
South East median daily rate £475 £396 £369
Median daily rate % change year-on-year +19.95% +7.39% -13.24%
10th Percentile £363 £325 £213
90th Percentile £568 £520 £518
England median daily rate £450 £400 £425
% change year-on-year +12.50% -5.88% -
Number of hourly rates quoted 0 0 1
South East median hourly rate - - £45.00
England median hourly rate - £46.00 £30.00
% change year-on-year - +53.33% -21.57%

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 East with a requirement for process or methodology skills.

All Process and Methodology Skills
South East
Contract vacancies with a requirement for process or methodology skills 13966 13858 15814
As % of all contract IT jobs advertised in the South East 82.90% 82.60% 80.75%
Number of daily rates quoted 8365 8369 9417
South East median daily rate £425 £400 £390
Median daily rate % change year-on-year +6.25% +2.56% +4.56%
10th Percentile £263 £250 £255
90th Percentile £575 £563 £533
England median daily rate £450 £425 £420
% change year-on-year +5.88% +1.19% +5.00%
Number of hourly rates quoted 459 551 606
South East median hourly rate £23.00 £26.00 £26.00
Median hourly rate % change year-on-year -11.54% - +48.57%
10th Percentile £11.25 £12.00 £12.00
90th Percentile £50.00 £50.00 £48.49
England median hourly rate £24.00 £24.03 £22.50
% change year-on-year -0.12% +6.80% +18.42%

Kimball Methodology
Job Vacancy Trend in the South East

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

Job vacancy trend for Kimball Methodology in the South East

Kimball Methodology
Contractor Daily Rate Trend in the South East

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

Contractor daily rate trend for Kimball Methodology in the South East

Kimball Methodology
Contractor Daily Rate Histogram in the South East

The daily rate distribution of IT jobs citing Kimball Methodology in the South East over the 6 months to 17 November 2017.

Contractor daily rate histogram for Kimball Methodology in the South East

Kimball Methodology
Contract Job Locations in the South East

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 East region over the 6 months to 17 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
Thames Valley -24 41 £475 +20.87% 1
Oxfordshire 0 29 £488 +18.90%
Berkshire -7 9 £375 -4.28% 1
Surrey -18 5 £475 +15.15%
Hampshire +10 3 £425 - 1
Buckinghamshire -23 3 £388 +3.33%
West Sussex - 2 £388 -
Kimball Methodology
England

For the 6 months to 17 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 East region with a requirement for Kimball Methodology.

1 44 (86.27%) Data Warehouse
2 37 (72.55%) ETL
3 35 (68.63%) Business Intelligence
3 35 (68.63%) SQL
4 33 (64.71%) Agile Software Development
5 26 (50.98%) Talend Open Studio
5 26 (50.98%) Talend
6 24 (47.06%) Dimensional Modelling
7 23 (45.10%) Data Modelling
8 21 (41.18%) SQL Server Integration Services
9 19 (37.25%) Data Integration
9 19 (37.25%) Performance Tuning
10 18 (35.29%) PL/SQL
11 16 (31.37%) SQL Server
12 15 (29.41%) Data Management
13 14 (27.45%) Software Engineering
13 14 (27.45%) Finance
13 14 (27.45%) Oracle
14 11 (21.57%) Waterfall
14 11 (21.57%) T-SQL
15 10 (19.61%) Oracle BI EE
15 10 (19.61%) ETL Development
16 9 (17.65%) SQL Server Reporting Services
17 8 (15.69%) Oracle Database
17 8 (15.69%) Microsoft Azure
17 8 (15.69%) Data Architecture
17 8 (15.69%) SQL Server 2008
17 8 (15.69%) SQL Server Analysis Services
18 7 (13.73%) JIRA
18 7 (13.73%) Stakeholder Management

Kimball Methodology
Co-occurring IT Skills in the South East 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 (1.96%) Apache
1 1 (1.96%) Apache Spark
1 1 (1.96%) SharePoint
Business Applications
1 5 (9.80%) Markit EDM
2 1 (1.96%) Cognos Business Intelligence
Cloud Services
1 8 (15.69%) Microsoft Azure
2 5 (9.80%) Amazon AWS
3 4 (7.84%) Amazon Glacier
3 4 (7.84%) Amazon S3
3 4 (7.84%) Boomi
4 2 (3.92%) Azure Data Factory
5 1 (1.96%) Azure Machine Learning
5 1 (1.96%) Data Lake Analytics
5 1 (1.96%) IaaS
5 1 (1.96%) PaaS
Communications & Networking
1 4 (7.84%) FTP
Database & Business Intelligence
1 44 (86.27%) Data Warehouse
2 21 (41.18%) SQL Server Integration Services
3 16 (31.37%) SQL Server
4 10 (19.61%) Oracle BI EE
5 9 (17.65%) SQL Server Reporting Services
6 8 (15.69%) Oracle Database
6 8 (15.69%) SQL Server 2008
6 8 (15.69%) SQL Server Analysis Services
7 5 (9.80%) Data Mart
7 5 (9.80%) NoSQL
7 5 (9.80%) SQL Server 2012
7 5 (9.80%) SQL Server 2016
8 4 (7.84%) OLAP
9 3 (5.88%) Power BI
9 3 (5.88%) SQL Server 2014
10 2 (3.92%) Azure SQL Data Warehouse
10 2 (3.92%) BusinessObjects
10 2 (3.92%) Data Lake
10 2 (3.92%) Kalido
10 2 (3.92%) Microsoft Analysis Services
Development Applications
1 26 (50.98%) Talend Open Studio
2 7 (13.73%) JIRA
3 1 (1.96%) ERwin
3 1 (1.96%) PowerDesigner
3 1 (1.96%) Visual Studio
General
1 14 (27.45%) Finance
2 3 (5.88%) Publishing
3 2 (3.92%) Legal
4 1 (1.96%) Marketing
4 1 (1.96%) Retail
Job Titles
1 46 (90.20%) Developer
2 19 (37.25%) SQL Developer
3 18 (35.29%) ETL Developer
4 17 (33.33%) Data Warehouse Developer
5 14 (27.45%) Talend Developer
6 11 (21.57%) Business Intelligence Developer
7 8 (15.69%) SSIS Developer
8 6 (11.76%) SQL BI Developer
9 5 (9.80%) OBIEE Developer
10 4 (7.84%) SSAS Developer
10 4 (7.84%) SSRS Developer
11 3 (5.88%) Business Intelligence Specialist
11 3 (5.88%) Data Integration Developer
11 3 (5.88%) Data Integration Specialist
11 3 (5.88%) Data Warehouse Specialist
11 3 (5.88%) ETL Specialist
11 3 (5.88%) Integration Developer
11 3 (5.88%) Integration Specialist
11 3 (5.88%) SQL Server Developer
12 2 (3.92%) Data Modeller
Libraries, Frameworks & Software Standards
1 4 (7.84%) .NET
1 4 (7.84%) RESTful
2 2 (3.92%) MDX
3 1 (1.96%) Apache Drill
Miscellaneous
1 4 (7.84%) Data Structures
2 2 (3.92%) Analytical Skills
3 1 (1.96%) Greenfield Project
3 1 (1.96%) Management Information System
3 1 (1.96%) Reference Data
Processes & Methodologies
1 37 (72.55%) ETL
2 35 (68.63%) Business Intelligence
3 33 (64.71%) Agile Software Development
4 24 (47.06%) Dimensional Modelling
5 23 (45.10%) Data Modelling
6 19 (37.25%) Data Integration
6 19 (37.25%) Performance Tuning
7 15 (29.41%) Data Management
8 14 (27.45%) Software Engineering
9 11 (21.57%) Waterfall
10 10 (19.61%) ETL Development
11 8 (15.69%) Data Architecture
12 7 (13.73%) Stakeholder Management
13 4 (7.84%) OO
13 4 (7.84%) OOP
14 3 (5.88%) Data Validation
14 3 (5.88%) Migration
14 3 (5.88%) Validation
15 2 (3.92%) Data Analysis
15 2 (3.92%) Integration Testing
Programming Languages
1 35 (68.63%) SQL
2 18 (35.29%) PL/SQL
3 11 (21.57%) T-SQL
4 7 (13.73%) C#
5 6 (11.76%) Java
6 1 (1.96%) C
6 1 (1.96%) Data Analysis Expressions (DAX)
6 1 (1.96%) PowerShell
6 1 (1.96%) U-SQL
6 1 (1.96%) VB.NET
Quality Assurance & Compliance
1 5 (9.80%) Data Quality
System Software
1 1 (1.96%) Virtual Machines
Vendors
1 26 (50.98%) Talend
2 14 (27.45%) Oracle
3 7 (13.73%) Microsoft
4 4 (7.84%) Dell
4 4 (7.84%) Salesforce.com
5 3 (5.88%) Cognos
5 3 (5.88%) Tableau
6 1 (1.96%) MapR