Period
to 17 November 2017

The following table provides summary statistics for contract job vacancies advertised in London 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 > London
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 491 534 419
Rank change year-on-year +43 -115 +64
Contract jobs citing Kimball Methodology 137 89 196
As % of all contract IT jobs advertised in London 0.29% 0.20% 0.42%
As % of the Processes & Methodologies category 0.34% 0.23% 0.50%
Number of daily rates quoted 107 65 164
London median daily rate £475 £450 £450
Median daily rate % change year-on-year +5.56% - +2.86%
10th Percentile £396 £325 £325
90th Percentile £625 £625 £588
England median daily rate £450 £400 £425
% change year-on-year +12.50% -5.88% -
Number of hourly rates quoted 0 0 0
London median hourly rate - - -
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 London with a requirement for process or methodology skills.

All Process and Methodology Skills
London
Contract vacancies with a requirement for process or methodology skills 40725 39072 39570
As % of all contract IT jobs advertised in London 86.97% 86.26% 83.83%
Number of daily rates quoted 29617 28032 28294
London median daily rate £500 £475 £450
Median daily rate % change year-on-year +5.26% +5.56% +2.86%
10th Percentile £313 £305 £288
90th Percentile £669 £644 £638
England median daily rate £450 £425 £420
% change year-on-year +5.88% +1.19% +5.00%
Number of hourly rates quoted 381 402 477
London median hourly rate £22.50 £21.89 £20.00
Median hourly rate % change year-on-year +2.79% +9.45% +11.11%
10th Percentile £13.31 £12.25 £11.25
90th Percentile £52.50 £52.26 £50.00
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 London

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

Job vacancy trend for Kimball Methodology in London

Kimball Methodology
Contractor Daily Rate Trend in London

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

Contractor daily rate trend for Kimball Methodology in London

Kimball Methodology
Contractor Daily Rate Histogram in London

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

Contractor daily rate histogram for Kimball Methodology in London

Kimball Methodology
Contract Job Locations in London

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 London 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
Central London +19 49 £473 +5.00% 4
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 London region with a requirement for Kimball Methodology.

1 123 (89.78%) Business Intelligence
2 122 (89.05%) Data Warehouse
3 113 (82.48%) SQL
4 99 (72.26%) SQL Server Integration Services
5 97 (70.80%) ETL
6 87 (63.50%) SQL Server
7 76 (55.47%) SQL Server Analysis Services
8 69 (50.36%) SQL Server Reporting Services
9 68 (49.64%) Microsoft
10 65 (47.45%) Finance
11 52 (37.96%) Data Modelling
12 51 (37.23%) Dimensional Modelling
13 47 (34.31%) MDX
13 47 (34.31%) T-SQL
14 44 (32.12%) Power BI
15 40 (29.20%) OLAP
16 39 (28.47%) Agile Software Development
16 39 (28.47%) Tableau
17 34 (24.82%) SQL Server 2016
18 29 (21.17%) Banking
19 28 (20.44%) SQL Server 2008
20 27 (19.71%) SQL Server 2012
20 27 (19.71%) Data Analysis Expressions (DAX)
21 25 (18.25%) Microsoft Azure
21 25 (18.25%) QlikView
22 24 (17.52%) PowerPivot
23 20 (14.60%) Scrum
23 20 (14.60%) Logical Data Model
23 20 (14.60%) SQL Server 2014
24 18 (13.14%) OLAP Cube

Kimball Methodology
Co-occurring IT Skills in London 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 13 (9.49%) SAS
2 9 (6.57%) Apache Spark
2 9 (6.57%) SharePoint
3 2 (1.46%) SharePoint 2010
4 1 (0.73%) Apache Pig
4 1 (0.73%) Mule
Applications
1 7 (5.11%) MS Visio
2 5 (3.65%) Microsoft Excel
Business Applications
1 1 (0.73%) Cognos Business Intelligence
1 1 (0.73%) Dynamics AX
1 1 (0.73%) Markit EDM
Cloud Services
1 25 (18.25%) Microsoft Azure
2 11 (8.03%) Amazon AWS
3 5 (3.65%) Cloud Computing
4 4 (2.92%) GitHub
4 4 (2.92%) PaaS
4 4 (2.92%) SaaS
5 1 (0.73%) Azure Data Factory
5 1 (0.73%) Cortana Intelligence Suite
5 1 (0.73%) Data Lake Analytics
5 1 (0.73%) Google Cloud Platform
Communications & Networking
1 2 (1.46%) Firewall
1 2 (1.46%) Internet
1 2 (1.46%) Intranet
Database & Business Intelligence
1 122 (89.05%) Data Warehouse
2 99 (72.26%) SQL Server Integration Services
3 87 (63.50%) SQL Server
4 76 (55.47%) SQL Server Analysis Services
5 69 (50.36%) SQL Server Reporting Services
6 44 (32.12%) Power BI
7 40 (29.20%) OLAP
8 34 (24.82%) SQL Server 2016
9 28 (20.44%) SQL Server 2008
10 27 (19.71%) SQL Server 2012
11 25 (18.25%) QlikView
12 24 (17.52%) PowerPivot
13 20 (14.60%) SQL Server 2014
14 18 (13.14%) OLAP Cube
15 16 (11.68%) BusinessObjects
16 13 (9.49%) Microsoft Analysis Services
17 11 (8.03%) NoSQL
17 11 (8.03%) Star Schema
18 10 (7.30%) Azure SQL Database
18 10 (7.30%) Big Data
Development Applications
1 10 (7.30%) Team Foundation Server
2 9 (6.57%) ERwin
2 9 (6.57%) Visual Studio
3 6 (4.38%) Octopus Deploy
3 6 (4.38%) Subversion
4 5 (3.65%) Toad
5 4 (2.92%) Jenkins
6 2 (1.46%) Talend Open Studio
7 1 (0.73%) Git (software)
7 1 (0.73%) JIRA
7 1 (0.73%) TeamCity
General
1 65 (47.45%) Finance
2 29 (21.17%) Banking
3 16 (11.68%) Legal
4 9 (6.57%) Investment Banking
5 8 (5.84%) Marketing
6 6 (4.38%) Publishing
6 6 (4.38%) Retail
7 4 (2.92%) Law
7 4 (2.92%) Retail Banking
8 3 (2.19%) Advertising
9 1 (0.73%) Telecoms
Job Titles
1 90 (65.69%) Developer
2 61 (44.53%) Business Intelligence Developer
3 35 (25.55%) SQL Developer
4 29 (21.17%) SSIS Developer
5 26 (18.98%) SSAS Developer
6 24 (17.52%) Business Developer
7 21 (15.33%) Data Warehouse Developer
8 20 (14.60%) SSRS Developer
9 19 (13.87%) SQL BI Developer
10 14 (10.22%) SQL Server Developer
11 13 (9.49%) ETL Developer
12 12 (8.76%) Power BI Developer
13 10 (7.30%) Data Engineer
14 7 (5.11%) Analyst
14 7 (5.11%) Architect
14 7 (5.11%) Business Intelligence Lead
14 7 (5.11%) Consultant
14 7 (5.11%) Microsoft Developer
15 6 (4.38%) Data Architect
15 6 (4.38%) Lead Developer
Libraries, Frameworks & Software Standards
1 47 (34.31%) MDX
2 13 (9.49%) XML
3 7 (5.11%) .NET
4 6 (4.38%) COM
4 6 (4.38%) JSON
5 5 (3.65%) SOAP
6 4 (2.92%) D3.js
6 4 (2.92%) XSD
7 3 (2.19%) Web Services
Miscellaneous
1 16 (11.68%) Analytical Skills
2 9 (6.57%) Greenfield Project
3 8 (5.84%) Market Risk
4 7 (5.11%) Equities
5 6 (4.38%) Credit Risk
6 5 (3.65%) Reinsurance
7 4 (2.92%) Data Structures
8 1 (0.73%) Data Centre
8 1 (0.73%) Digital Media
8 1 (0.73%) NHS
8 1 (0.73%) Reference Data
Operating Systems
1 10 (7.30%) Linux
2 9 (6.57%) Unix
Processes & Methodologies
1 123 (89.78%) Business Intelligence
2 97 (70.80%) ETL
3 52 (37.96%) Data Modelling
4 51 (37.23%) Dimensional Modelling
5 39 (28.47%) Agile Software Development
6 20 (14.60%) Logical Data Model
6 20 (14.60%) Scrum
7 17 (12.41%) Physical Data Model
8 15 (10.95%) Analytics
8 15 (10.95%) Migration
9 13 (9.49%) Performance Tuning
10 12 (8.76%) Data Analysis
10 12 (8.76%) ETL Development
10 12 (8.76%) Visualisation
11 11 (8.03%) Inmon Methodology
12 10 (7.30%) Kanban
12 10 (7.30%) Machine Learning
12 10 (7.30%) SDLC
13 9 (6.57%) Data Visualisation
13 9 (6.57%) Unit Testing
Programming Languages
1 113 (82.48%) SQL
2 47 (34.31%) T-SQL
3 27 (19.71%) Data Analysis Expressions (DAX)
4 14 (10.22%) PL/SQL
5 9 (6.57%) Python
5 9 (6.57%) R
6 8 (5.84%) Shell Script
7 7 (5.11%) PowerShell
8 6 (4.38%) Java
9 5 (3.65%) SAS Macro
10 4 (2.92%) Scala
11 3 (2.19%) C#
12 1 (0.73%) C++
12 1 (0.73%) PHP
Qualifications
1 7 (5.11%) Degree
2 6 (4.38%) MCITP
2 6 (4.38%) MCSE
2 6 (4.38%) Microsoft Certification
3 2 (1.46%) Computer Science Degree
Quality Assurance & Compliance
1 13 (9.49%) QA
2 2 (1.46%) Data Quality
3 1 (0.73%) SLA
3 1 (0.73%) Solvency II
System Software
1 1 (0.73%) Docker
Systems Management
1 5 (3.65%) Control-M
2 3 (2.19%) Rundeck
Vendors
1 68 (49.64%) Microsoft
2 39 (28.47%) Tableau
3 15 (10.95%) Oracle
4 10 (7.30%) Informatica
5 7 (5.11%) Cognos
5 7 (5.11%) IBM
5 7 (5.11%) Netezza
6 6 (4.38%) RedGate
7 5 (3.65%) BMC
7 5 (3.65%) Vertica
8 4 (2.92%) MicroStrategy
8 4 (2.92%) Salesforce.com
9 2 (1.46%) Talend
10 1 (0.73%) Cisco
10 1 (0.73%) Cloudera
10 1 (0.73%) Hortonworks
10 1 (0.73%) MuleSoft
10 1 (0.73%) Salesforce Marketing Cloud
10 1 (0.73%) SAP
10 1 (0.73%) Tagetik