The following table provides summary statistics for permanent job vacancies with a requirement for Kimball Methodology skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Kimball Methodology over the 3 months to 23 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
23 Mar 2017
Same period 2016 Same period 2015
The Kimball Lifecycle
UK
Rank 617 560 648
Rank change year-on-year -57 +88  
Permanent jobs citing Kimball Methodology 236 416 316
As % of all permanent IT jobs advertised in the UK 0.28% 0.41% 0.30%
As % of the Processes & Methodologies category 0.32% 0.46% 0.34%
Number of salaries quoted 218 332 274
Median salary £52,500 £52,500 £51,500
Median salary % change year-on-year - +1.94%  
90% offered a salary of more than £39,250 £37,500 £37,500
10% offered a salary of more than £68,250 £70,000 £72,500
UK excluding London median salary £47,500 £42,500 £45,000
% change year-on-year +11.76% -5.55%  

Kimball Methodology is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for process and methodology skills.

Process & Methodology Skills
UK
Permanent job vacancies with a requirement for process and methodology skills 74564 90782 91624
As % of all permanent IT job vacancies advertised in the UK 89.03% 88.50% 87.04%
Number of salaries quoted 61277 75155 74101
Median salary £50,000 £50,000 £49,000
Median salary % change year-on-year - +2.04%  
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £75,000 £75,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Kimball Methodology
Job Vacancy Trend

The job posting trend of jobs advertised citing Kimball Methodology as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Kimball Methodology in the UK

Kimball Methodology
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Kimball Methodology.

Salary trend for Kimball Methodology in the UK

Kimball Methodology
Salary Histogram

The salary distribution of IT jobs citing Kimball Methodology over the 3 months to 23 March 2017.

Salary histogram for Kimball Methodology in the UK

Kimball Methodology
Top 30 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Kimball Methodology within the UK over the 3 months to 23 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England -41 229 £52,500 -1.86% 36
London -38 116 £55,000 -4.34% 16
South East +67 43 £55,000 +22.22% 1
City of London +40 25 £52,500 -4.54% 6
Oxfordshire +12 17 £62,500 +25.00%
North West -16 15 £38,750 -3.12% 4
Surrey +50 12 £55,000 +10.00%
West Yorkshire +12 12 £38,750 +10.71% 3
Yorkshire +10 12 £38,750 +3.33% 3
Leeds +3 12 £38,750 +19.23% 3
East Midlands +11 11 £46,250 +8.82% 2
Manchester -20 10 £37,500 -1.63% 1
East of England +34 9 £45,000 +2.85% 4
Nottinghamshire +14 8 £47,500 -
Nottingham +13 8 £47,500 -
West Midlands +17 6 £42,500 -10.52% 2
South West +3 6 £41,000 +9.33% 3
Suffolk - 6 £51,250 - 1
Kent +21 5 £33,000 -17.50%
Cheshire +20 5 £50,000 - 3
Wales -6 5 £40,000 -5.88%
West Sussex +10 4 £45,000 - 1
Haywards Heath +8 4 £45,000 - 1
Newport +6 4 £40,000 -5.88%
South Wales +1 4 £40,000 -5.88%
Warwickshire - 4 £42,500 -
Guildford +24 3 £55,000 -21.42%
Hertfordshire +15 3 £45,000 +2.85%
Berkshire +7 3 £50,000 +11.11%
Bristol +5 3 £40,000 -13.04% 1

Kimball Methodology
Top 30 Related IT Skills

For the 6 months to 23 March 2017, IT 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 job ads with a requirement for Kimball Methodology.

1 435 (87.00%) Business Intelligence
2 411 (82.20%) SQL
3 402 (80.40%) Data Warehouse
4 367 (73.40%) SQL Server Integration Services
5 359 (71.80%) SQL Server
6 318 (63.60%) SQL Server Reporting Services
7 292 (58.40%) SQL Server Analysis Services
8 286 (57.20%) ETL
9 277 (55.40%) T-SQL
10 233 (46.60%) Microsoft
11 192 (38.40%) Agile Software Development
12 162 (32.40%) Data Modelling
13 155 (31.00%) Power BI
14 131 (26.20%) Oracle
15 124 (24.80%) MDX
16 122 (24.40%) Finance
17 112 (22.40%) .NET
18 110 (22.00%) Microsoft Azure
19 108 (21.60%) Tableau
20 98 (19.60%) Dimensional Modelling
21 97 (19.40%) SQL Server 2012
22 96 (19.20%) Analytics
23 94 (18.80%) OLAP
24 88 (17.60%) Big Data
24 88 (17.60%) SQL Server 2014
25 81 (16.20%) C#
26 72 (14.40%) Degree
27 69 (13.80%) Cognos
27 69 (13.80%) Data Analysis Expressions (DAX)
28 67 (13.40%) Performance Tuning

Kimball Methodology
Top Related IT Skills 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 (3.20%) SharePoint
2 7 (1.40%) SAS
3 6 (1.20%) Confluence
4 2 (0.40%) Apache Spark
4 2 (0.40%) SharePoint 2010
Applications
1 59 (11.80%) MS Excel
2 2 (0.40%) MS Visio
2 2 (0.40%) Spreadsheet
Business Applications
1 34 (6.80%) Cognos Business Intelligence
2 16 (3.20%) Cognos Planning
3 14 (2.80%) Oracle Applications
4 4 (0.80%) Dynamics AX
5 3 (0.60%) Dynamics CRM
6 2 (0.40%) Oracle EBS
7 1 (0.20%) Dynamics NAV
7 1 (0.20%) Oracle ERP
7 1 (0.20%) Oracle Financials
Cloud Services
1 110 (22.00%) Microsoft Azure
2 14 (2.80%) Amazon AWS
3 13 (2.60%) Data Lake Analytics
4 10 (2.00%) GitHub
5 8 (1.60%) Azure Machine Learning
Database & Business Intelligence
1 402 (80.40%) Data Warehouse
2 367 (73.40%) SQL Server Integration Services
3 359 (71.80%) SQL Server
4 318 (63.60%) SQL Server Reporting Services
5 292 (58.40%) SQL Server Analysis Services
6 155 (31.00%) Power BI
7 97 (19.40%) SQL Server 2012
8 94 (18.80%) OLAP
9 88 (17.60%) Big Data
9 88 (17.60%) SQL Server 2014
10 67 (13.40%) QlikView
11 59 (11.80%) Relational Database
12 58 (11.60%) Azure SQL Database
13 55 (11.00%) Oracle BI EE
13 55 (11.00%) SQL Server 2016
14 52 (10.40%) Star Schema
15 45 (9.00%) Oracle Database
16 44 (8.80%) SQL Server 2008
17 42 (8.40%) Oracle ODI
18 37 (7.40%) Hadoop
Development Applications
1 40 (8.00%) Talend Open Studio
2 21 (4.20%) JIRA
3 20 (4.00%) Visual Studio
4 18 (3.60%) SQL Server Management Studio (SSMS)
5 10 (2.00%) Team Foundation Server
6 6 (1.20%) Visual Studio Tools for Office
7 3 (0.60%) FishEye
7 3 (0.60%) Liquibase
8 2 (0.40%) Octopus Deploy
8 2 (0.40%) Oracle Forms
8 2 (0.40%) Ranorex
8 2 (0.40%) Subversion
8 2 (0.40%) TeamCity
9 1 (0.20%) ERwin
9 1 (0.20%) Git (software)
9 1 (0.20%) Toad
9 1 (0.20%) VSS/SourceSafe
General
1 122 (24.40%) Finance
2 61 (12.20%) Legal
3 43 (8.60%) Advertising
4 41 (8.20%) Banking
5 27 (5.40%) Marketing
6 20 (4.00%) Retail
7 12 (2.40%) Financial Institution
8 11 (2.20%) Local Government
9 9 (1.80%) Investment Banking
10 4 (0.80%) Games
11 2 (0.40%) Music Industry
11 2 (0.40%) Telecoms
Job Titles
1 286 (57.20%) Developer
2 176 (35.20%) Business Intelligence Developer
3 102 (20.40%) SQL Developer
4 87 (17.40%) Consultant
5 66 (13.20%) Senior Developer
6 59 (11.80%) SQL BI Developer
7 58 (11.60%) Business Developer
8 57 (11.40%) SSIS Developer
9 55 (11.00%) SSAS Developer
10 51 (10.20%) SSRS Developer
11 47 (9.40%) Business Intelligence Consultant
12 46 (9.20%) Data Warehouse Developer
13 45 (9.00%) Analyst
14 44 (8.80%) SQL Server Developer
15 40 (8.00%) SQL Server BI Developer
16 37 (7.40%) Senior Business Intelligence Developer
17 34 (6.80%) Business Intelligence Analyst
18 31 (6.20%) ETL Developer
18 31 (6.20%) Microsoft Consultant
19 30 (6.00%) Microsoft BI Consultant
Libraries, Frameworks & Software Standards
1 124 (24.80%) MDX
2 112 (22.40%) .NET
3 25 (5.00%) XML
4 15 (3.00%) Web Services
5 12 (2.40%) HTML
6 10 (2.00%) Oracle GoldenGate
7 7 (1.40%) ASP.NET
8 6 (1.20%) .NET Framework
8 6 (1.20%) D3.js
8 6 (1.20%) HTML5
8 6 (1.20%) J2EE
8 6 (1.20%) JSP
8 6 (1.20%) Leaflet
9 5 (1.00%) XML Messaging
10 3 (0.60%) Grails
10 3 (0.60%) JRuby
10 3 (0.60%) JSON
10 3 (0.60%) WinForms
10 3 (0.60%) XSD
11 2 (0.40%) XSLT
Miscellaneous
1 30 (6.00%) Computer Science
2 21 (4.20%) Analytical Skills
3 20 (4.00%) Management Information System
4 18 (3.60%) Replication
5 16 (3.20%) User Experience
6 11 (2.20%) Fintech
7 10 (2.00%) Semantic Web
8 6 (1.20%) Clustering
9 4 (0.80%) Foreign Exchange (FX)
10 3 (0.60%) Mobile App
10 3 (0.60%) Spread Betting
11 2 (0.40%) Enterprise Software
11 2 (0.40%) NHS
11 2 (0.40%) Online Games
12 1 (0.20%) Reinsurance
Operating Systems
1 9 (1.80%) Windows
2 8 (1.60%) Unix
3 1 (0.20%) Linux
Processes & Methodologies
1 435 (87.00%) Business Intelligence
2 286 (57.20%) ETL
3 192 (38.40%) Agile Software Development
4 162 (32.40%) Data Modelling
5 98 (19.60%) Dimensional Modelling
6 96 (19.20%) Analytics
7 67 (13.40%) Performance Tuning
8 57 (11.40%) Waterfall
9 53 (10.60%) Scrum
10 46 (9.20%) Visualisation
11 39 (7.80%) Mentoring
12 38 (7.60%) Inmon Methodology
13 37 (7.40%) ETL Development
14 33 (6.60%) Stakeholder Management
15 27 (5.40%) Migration
16 25 (5.00%) Data Architecture
16 25 (5.00%) Presales
17 24 (4.80%) Data Analytics
18 23 (4.60%) Data Management
19 22 (4.40%) Software Engineering
Programming Languages
1 411 (82.20%) SQL
2 277 (55.40%) T-SQL
3 81 (16.20%) C#
4 69 (13.80%) Data Analysis Expressions (DAX)
5 49 (9.80%) PL/SQL
6 31 (6.20%) Java
7 14 (2.80%) JavaScript
7 14 (2.80%) Python
8 11 (2.20%) VBA
9 10 (2.00%) VB.NET
10 9 (1.80%) R
11 7 (1.40%) C
12 6 (1.20%) VB
13 3 (0.60%) C++
13 3 (0.60%) Clojure
13 3 (0.60%) Groovy
13 3 (0.60%) Jython
13 3 (0.60%) PowerShell
13 3 (0.60%) Scala
14 1 (0.20%) Shell Script
Qualifications
1 72 (14.40%) Degree
2 36 (7.20%) Microsoft Certification
3 2 (0.40%) MCITP
3 2 (0.40%) MCP
3 2 (0.40%) MCTS
4 1 (0.20%) CCA
4 1 (0.20%) Citrix Certification
4 1 (0.20%) ITIL Certification
4 1 (0.20%) MCSA
4 1 (0.20%) MCSD
4 1 (0.20%) MCSE
4 1 (0.20%) SC Cleared
4 1 (0.20%) Security Cleared
Quality Assurance & Compliance
1 21 (4.20%) Data Quality
2 12 (2.40%) QA
3 3 (0.60%) IFRS
3 3 (0.60%) IFRS 9
3 3 (0.60%) MiFID
3 3 (0.60%) SLA
3 3 (0.60%) SNOMED CT
4 1 (0.20%) PCI DSS
Systems Management
1 10 (2.00%) Puppet
2 2 (0.40%) Oozie
Vendors
1 233 (46.60%) Microsoft
2 131 (26.20%) Oracle
3 108 (21.60%) Tableau
4 69 (13.80%) Cognos
5 53 (10.60%) Informatica
6 40 (8.00%) Talend
7 15 (3.00%) SAP
8 6 (1.20%) Splunk
9 5 (1.00%) Hyperion
10 4 (0.80%) Dell
11 3 (0.60%) RedGate
12 2 (0.40%) Alteryx
12 2 (0.40%) Cloudera
12 2 (0.40%) IBM
13 1 (0.20%) Atlassian
13 1 (0.20%) Cognizant
13 1 (0.20%) Guidewire
13 1 (0.20%) MicroStrategy
13 1 (0.20%) Netezza
13 1 (0.20%) Sun
East Anglia
Computer People
Salary: £30000.00 - £31500.00 per annum
Posted: 2 hours ago
City, London
Venturi
Salary: £45000 - £55000 per annum + bonus and benefits
Posted: Yesterday
City, London
Venturi
Salary: £50000 - £55000 per annum + bonus and benefits
Posted: Yesterday
Northamptonshire
Nigel Frank International
Salary: £45000 per annum + unique benefits
Posted: Yesterday
City, London
Venturi
Salary: £40000 - £45000.00 per annum + extensive benefits
Posted: Yesterday
Cambridge
Nigel Frank International
Salary: £30000 - £50000 per annum + Benefits
Posted: Yesterday
Birmingham, West Midlands (County)
Venturi
Salary: £35000 - £45000 per annum + company benefits
Posted: 21 hours ago
Bristol, Avon
Sanderson
Posted: Yesterday
London
McGregor Boyall
Salary: £50000 - £70000.00 per annum
Posted: 2 days ago
Leeds, West Yorkshire
CoreCom Consulting
Salary: £35000 - £45000 per annum + Bens
Posted: 3 days ago
Norfolk
Computer People
Salary: £30000.00 - £31500.00 per annum
Posted: 3 days ago
Leeds, West Yorkshire
CoreCom Consulting
Salary: £40000 - £45000 per annum + Pension, Healthcare
Posted: 6 days ago
London
Nigel Frank International
Salary: £45000 - £50000 per annum + Benefits
Posted: 7 days ago
Cheshire
DeSantis Arin Recruitment
Salary: Up to £50,000 per annum
Posted: 6 days ago
West London
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £50000 Per Annum Plus excellent benefits
Posted: 5 days ago
Leeds, West Yorkshire
CoreCom Consulting
Salary: £30000 - £45000 per annum + Benefits
Posted: 2 days ago
Warrington
Robert Walters UK
Salary: £40000 - £50000 per annum
Posted: 16 days ago
Haywards Heath
Nigel Frank International
Salary: £40000 - £55000 per annum + Benfits
Posted: 9 days ago
Newcastle upon Tyne
Nigel Frank International
Salary: £50000 - £65000 per annum + Company benefits
Posted: 10 days ago
Ipswich
Nigel Frank International
Salary: £30000 - £40000 per annum + Benefits
Posted: 15 days ago
City of London
Lawrence Harvey
Salary: £50000.00 - £65000.00 per annum
Posted: 15 days ago
London
Huxley
Salary: £55000 - £65000 per annum + Excellent benefits
Posted: 27 days ago
London
Venturi
Salary: £55000 - £80000 per annum + company benefits
Posted: 24 days ago
London
Venturi
Salary: £60000 - £80000 per annum + Bonus + Benefits
Posted: 24 days ago
City of London
Venturi
Salary: £40000 - £55000 per annum + Benefits
Posted: 24 days ago
South West
Nakama
Salary: From £60,000 to £70,000 per annum + bonus + benefits
Posted: 6 days ago
London, UK
Ticketmaster
Salary: Competitive
Posted: 15 days ago
London
Ticketmaster
Salary: Competitive
Posted: 17 days ago