Period
to 22 November 2017

The following table provides summary statistics for contract job vacancies advertised in England 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 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
UK > England
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 582 571 508
Rank change year-on-year -11 -63 +90
Contract jobs citing Kimball Methodology 281 305 391
As % of all contract IT jobs advertised in England 0.30% 0.31% 0.38%
As % of the Processes & Methodologies category 0.35% 0.37% 0.46%
Number of daily rates quoted 214 217 315
England median daily rate £450 £400 £425
Median daily rate % change year-on-year +12.50% -5.88% -
10th Percentile £363 £310 £313
90th Percentile £588 £560 £560
UK median daily rate £450 £400 £425
% change year-on-year +12.50% -5.88% +6.25%
Number of hourly rates quoted 0 6 5
England median hourly rate - £46.00 £30.00
Median hourly rate % change year-on-year - +53.33% -21.57%
UK 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 England with a requirement for process or methodology skills.

All Process and Methodology Skills
England
Contract vacancies with a requirement for process or methodology skills 80305 82432 84439
As % of all contract IT jobs advertised in England 84.63% 84.16% 81.97%
Number of daily rates quoted 54036 54950 55644
England median daily rate £450 £425 £423
Median daily rate % change year-on-year +5.88% +0.47% +5.75%
10th Percentile £288 £265 £263
90th Percentile £638 £613 £600
UK median daily rate £450 £425 £413
% change year-on-year +5.88% +2.91% +3.25%
Number of hourly rates quoted 1882 2137 2504
England median hourly rate £24.00 £24.43 £22.50
Median hourly rate % change year-on-year -1.76% +8.58% +18.42%
10th Percentile £11.43 £11.50 £11.26
90th Percentile £50.00 £48.75 £47.50
UK median hourly rate £23.63 £24.00 £22.50
% change year-on-year -1.56% +6.67% +18.42%

Kimball Methodology
Job Vacancy Trend in England

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

Job vacancy trend for Kimball Methodology in England

Kimball Methodology
Contractor Daily Rate Trend in England

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

Contractor daily rate trend for Kimball Methodology in England

Kimball Methodology
Contractor Daily Rate Histogram in England

The daily rate distribution of IT jobs citing Kimball Methodology in England over the 6 months to 22 November 2017.

Contractor daily rate histogram for Kimball Methodology in England

Kimball Methodology
Contractor Hourly Rate Trend in England

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

Contractor hourly rate trend for Kimball Methodology in England

Kimball Methodology
Contract Job Locations in England

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 England region over the 6 months to 22 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
London +22 139 £475 +2.70% 12
South East -2 51 £475 +19.35% 1
South West +12 34 £419 +28.85% 5
North of England +18 31 £388 +3.33% 6
North West +4 16 £388 -6.06% 2
Yorkshire -8 15 £350 -6.67% 4
East of England -13 14 £438 +3.55% 3
Midlands +8 12 £375 +11.11% 2
West Midlands +9 7 £369 +9.26% 2
East Midlands -2 5 £475 +46.15%
Kimball Methodology
UK

For the 6 months to 22 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 England region with a requirement for Kimball Methodology.

1 246 (87.54%) Data Warehouse
2 223 (79.36%) Business Intelligence
3 209 (74.38%) SQL
4 189 (67.26%) ETL
5 181 (64.41%) SQL Server Integration Services
6 149 (53.02%) SQL Server
7 132 (46.98%) SQL Server Analysis Services
8 115 (40.93%) Data Modelling
8 115 (40.93%) Microsoft
9 110 (39.15%) SQL Server Reporting Services
10 106 (37.72%) Finance
11 104 (37.01%) Dimensional Modelling
12 87 (30.96%) Agile Software Development
13 86 (30.60%) T-SQL
14 83 (29.54%) Power BI
15 62 (22.06%) MDX
16 58 (20.64%) OLAP
17 55 (19.57%) Tableau
18 50 (17.79%) SQL Server 2016
19 47 (16.73%) Oracle
20 45 (16.01%) ETL Development
21 44 (15.66%) SQL Server 2008
22 41 (14.59%) SQL Server 2012
23 39 (13.88%) Performance Tuning
23 39 (13.88%) Microsoft Azure
24 38 (13.52%) SQL Server 2014
25 36 (12.81%) PL/SQL
26 34 (12.10%) Data Integration
26 34 (12.10%) Banking
27 33 (11.74%) Analytics

Kimball Methodology
Co-occurring IT Skills in England 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 16 (5.69%) SAS
2 10 (3.56%) Apache Spark
2 10 (3.56%) SharePoint
3 2 (0.71%) SharePoint 2010
4 1 (0.36%) Apache
4 1 (0.36%) Apache Pig
4 1 (0.36%) Confluence
4 1 (0.36%) IIS
4 1 (0.36%) Mule
Applications
1 7 (2.49%) Microsoft Excel
1 7 (2.49%) MS Visio
Business Applications
1 6 (2.14%) Markit EDM
2 3 (1.07%) Cognos Business Intelligence
3 2 (0.71%) Dynamics AX
4 1 (0.36%) Cognos TM1
4 1 (0.36%) Oracle EBS
Cloud Services
1 39 (13.88%) Microsoft Azure
2 17 (6.05%) Amazon AWS
3 5 (1.78%) Cloud Computing
3 5 (1.78%) PaaS
4 4 (1.42%) Amazon Glacier
4 4 (1.42%) Amazon S3
4 4 (1.42%) Azure Data Factory
4 4 (1.42%) Boomi
4 4 (1.42%) GitHub
4 4 (1.42%) SaaS
5 2 (0.71%) Data Lake Analytics
5 2 (0.71%) Google Cloud Platform
6 1 (0.36%) Azure Machine Learning
6 1 (0.36%) Cortana Intelligence Suite
6 1 (0.36%) IaaS
Communications & Networking
1 4 (1.42%) FTP
2 2 (0.71%) Firewall
2 2 (0.71%) Internet
2 2 (0.71%) Intranet
Database & Business Intelligence
1 246 (87.54%) Data Warehouse
2 181 (64.41%) SQL Server Integration Services
3 149 (53.02%) SQL Server
4 132 (46.98%) SQL Server Analysis Services
5 110 (39.15%) SQL Server Reporting Services
6 83 (29.54%) Power BI
7 58 (20.64%) OLAP
8 50 (17.79%) SQL Server 2016
9 44 (15.66%) SQL Server 2008
10 41 (14.59%) SQL Server 2012
11 38 (13.52%) SQL Server 2014
12 32 (11.39%) QlikView
13 27 (9.61%) Star Schema
14 26 (9.25%) OLAP Cube
14 26 (9.25%) PowerPivot
15 23 (8.19%) Oracle BI EE
16 21 (7.47%) Microsoft Analysis Services
17 19 (6.76%) BusinessObjects
18 17 (6.05%) NoSQL
19 16 (5.69%) Big Data
Development Applications
1 27 (9.61%) Talend Open Studio
2 20 (7.12%) Visual Studio
3 19 (6.76%) Team Foundation Server
4 12 (4.27%) ERwin
5 8 (2.85%) JIRA
6 7 (2.49%) Subversion
7 6 (2.14%) Octopus Deploy
8 5 (1.78%) Toad
9 4 (1.42%) Jenkins
10 1 (0.36%) Git (software)
10 1 (0.36%) PowerDesigner
10 1 (0.36%) TeamCity
General
1 106 (37.72%) Finance
2 34 (12.10%) Banking
3 21 (7.47%) Retail
4 19 (6.76%) Legal
5 17 (6.05%) Marketing
6 13 (4.63%) Investment Banking
7 9 (3.20%) Publishing
8 5 (1.78%) Advertising
9 4 (1.42%) Law
9 4 (1.42%) Retail Banking
10 3 (1.07%) Pharmaceutical
10 3 (1.07%) Telecoms
11 2 (0.71%) Manufacturing
12 1 (0.36%) Automotive
12 1 (0.36%) Electronics
Job Titles
1 205 (72.95%) Developer
2 102 (36.30%) Business Intelligence Developer
3 66 (23.49%) SQL Developer
4 57 (20.28%) SSIS Developer
5 51 (18.15%) Data Warehouse Developer
5 51 (18.15%) ETL Developer
6 46 (16.37%) SSAS Developer
7 33 (11.74%) SSRS Developer
8 28 (9.96%) Business Developer
9 27 (9.61%) SQL BI Developer
10 21 (7.47%) SQL Server Developer
11 17 (6.05%) Power BI Developer
12 16 (5.69%) Analyst
13 14 (4.98%) Talend Developer
14 12 (4.27%) Architect
14 12 (4.27%) Consultant
14 12 (4.27%) Microsoft Developer
15 11 (3.91%) Data Modeller
15 11 (3.91%) Microsoft BI Developer
16 10 (3.56%) Data Engineer
Libraries, Frameworks & Software Standards
1 62 (22.06%) MDX
2 17 (6.05%) .NET
3 15 (5.34%) XML
4 7 (2.49%) SOAP
5 6 (2.14%) COM
5 6 (2.14%) JSON
5 6 (2.14%) Web Services
6 4 (1.42%) D3.js
6 4 (1.42%) RESTful
6 4 (1.42%) XSD
7 2 (0.71%) Ajax
7 2 (0.71%) REST
7 2 (0.71%) XSL
7 2 (0.71%) XSLT
8 1 (0.36%) Apache Drill
Miscellaneous
1 28 (9.96%) Analytical Skills
2 16 (5.69%) Greenfield Project
3 9 (3.20%) Data Structures
4 8 (2.85%) Market Risk
5 7 (2.49%) Equities
6 6 (2.14%) Credit Risk
7 5 (1.78%) Reinsurance
8 2 (0.71%) Management Information System
8 2 (0.71%) NHS
8 2 (0.71%) Reference Data
9 1 (0.36%) Computer Science
9 1 (0.36%) Data Centre
9 1 (0.36%) Digital Media
Operating Systems
1 17 (6.05%) Unix
2 11 (3.91%) Linux
3 1 (0.36%) Windows
3 1 (0.36%) Windows Server
Processes & Methodologies
1 223 (79.36%) Business Intelligence
2 189 (67.26%) ETL
3 115 (40.93%) Data Modelling
4 104 (37.01%) Dimensional Modelling
5 87 (30.96%) Agile Software Development
6 45 (16.01%) ETL Development
7 39 (13.88%) Performance Tuning
8 34 (12.10%) Data Integration
9 33 (11.74%) Analytics
10 27 (9.61%) Data Analysis
10 27 (9.61%) Logical Data Model
10 27 (9.61%) Migration
11 26 (9.25%) Data Management
12 22 (7.83%) Scrum
13 20 (7.12%) Visualisation
14 19 (6.76%) Inmon Methodology
15 18 (6.41%) Physical Data Model
16 17 (6.05%) Stakeholder Management
17 16 (5.69%) Data Architecture
18 15 (5.34%) SDLC
Programming Languages
1 209 (74.38%) SQL
2 86 (30.60%) T-SQL
3 36 (12.81%) PL/SQL
4 31 (11.03%) Data Analysis Expressions (DAX)
5 21 (7.47%) C#
6 17 (6.05%) Shell Script
7 15 (5.34%) Java
8 12 (4.27%) Python
9 10 (3.56%) PowerShell
10 9 (3.20%) R
11 5 (1.78%) SAS Macro
12 4 (1.42%) C++
12 4 (1.42%) Scala
12 4 (1.42%) VB.NET
13 3 (1.07%) Perl
14 2 (0.71%) VBA
15 1 (0.36%) C
15 1 (0.36%) PHP
15 1 (0.36%) U-SQL
Qualifications
1 13 (4.63%) Degree
2 6 (2.14%) MCITP
2 6 (2.14%) MCSE
2 6 (2.14%) Microsoft Certification
3 3 (1.07%) HNC
3 3 (1.07%) HND
4 2 (0.71%) Computer Science Degree
5 1 (0.36%) SC Cleared
5 1 (0.36%) Security Cleared
Quality Assurance & Compliance
1 14 (4.98%) QA
2 13 (4.63%) Data Quality
3 2 (0.71%) 21 CFR Part 11
3 2 (0.71%) CDISC
3 2 (0.71%) GxP
3 2 (0.71%) HL7
4 1 (0.36%) Disclosure Scotland
4 1 (0.36%) GCP
4 1 (0.36%) SLA
4 1 (0.36%) Solvency II
System Software
1 1 (0.36%) Docker
1 1 (0.36%) Virtual Machines
Systems Management
1 5 (1.78%) Control-M
2 3 (1.07%) Rundeck
Vendors
1 115 (40.93%) Microsoft
2 55 (19.57%) Tableau
3 47 (16.73%) Oracle
4 27 (9.61%) Talend
5 14 (4.98%) Cognos
5 14 (4.98%) Informatica
6 13 (4.63%) IBM
7 10 (3.56%) Netezza
8 8 (2.85%) Salesforce.com
9 7 (2.49%) Teradata
10 6 (2.14%) RedGate
11 5 (1.78%) BMC
11 5 (1.78%) Vertica
12 4 (1.42%) Dell
12 4 (1.42%) MicroStrategy
13 2 (0.71%) Google
13 2 (0.71%) SAP
14 1 (0.36%) Cisco
14 1 (0.36%) Cloudera
14 1 (0.36%) Hortonworks