The table below looks at the statistics for Kimball Methodology skills in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited Kimball Methodology over the 3 months to 20 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
20 Jan 2017
Same period 2016 Same period 2015
The Kimball Lifecycle
UK
Rank 600 556 626
Rank change year-on-year
-44 +70
Permanent jobs citing Kimball Methodology 253 409 344
As % of all permanent IT jobs located in the UK 0.30% 0.41% 0.33%
As % of the Processes & Methodologies category 0.34% 0.47% 0.38%
Number of salaries quoted 241 325 283
Median salary £52,500 £52,500 £55,000
Median salary % change year-on-year
- -4.54%
90% offered a salary of more than £37,500 £35,000 £38,600
10% offered a salary of more than £67,500 £72,500 £72,500
UK excluding London median salary £50,000 £43,173 £52,500
% change year-on-year
+15.81% -17.76%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised across the UK.

Processes & Methodologies Category
UK
Permanent IT job ads with a match in the
Processes & Methodologies category
74379 87644 90527
As % of all permanent IT jobs located in the UK 88.14% 87.68% 86.05%
Number of salaries quoted 61268 72885 74721
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £32,500 £32,500 £31,000
10% offered a salary of more than £77,000 £72,500 £75,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Kimball Methodology
Jobs Demand Trend

The demand trend of job ads citing Kimball Methodology as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Kimball Methodology Jobs Demand Trend 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 within the UK.

Kimball Methodology Salary Trend in the UK

Kimball Methodology
Salary Histogram

This chart provides a salary histogram for IT jobs citing Kimball Methodology over the 3 months to 20 January 2017 within the UK.

Kimball Methodology Salary Histogram 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 20 January 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 -25 248 £52,500 - 36
London -12 134 £55,000 -4.34% 16
City of London +41 55 £52,500 -1.86% 4
South East +64 48 £53,500 +18.88% 7
North West +3 23 £37,500 -12.88% 3
Oxfordshire +33 17 £53,500 -6.95% 1
Manchester -9 14 £37,500 -13.98% 1
Kidlington +9 11 £53,500 -6.95%
Surrey +41 10 £50,750 +1.50% 2
East of England +22 10 £52,500 +5.00% 2
Yorkshire +1 10 £40,000 +6.66%
Leeds +7 9 £40,000 +6.66%
West Yorkshire +4 9 £40,000 +6.66%
Cheshire +23 8 £37,500 - 1
Redhill - 7 £50,000 -
Warrington +14 6 £37,500 -
East Midlands +10 6 £48,750 -9.30% 4
West Midlands -14 6 £46,000 -3.15% 2
Nottingham - 6 £48,750 - 3
Nottinghamshire - 6 £48,750 - 3
Hertfordshire +2 5 £45,000 -21.73%
Birmingham -13 5 £46,000 +31.42% 2
Berkshire +21 4 £50,000 +11.11% 1
West Sussex +9 4 £58,750 +46.87%
Suffolk +2 4 £55,000 +10.00% 2
Wokingham - 4 £50,000 -
South Wales -1 3 £40,000 +16.78%
Wales -3 3 £40,000 +16.78% 1
Crawley +11 2 £44,500 +11.25%
Kent +9 2 £50,000 +42.85% 1

Kimball Methodology
Top 30 Related IT Skills

For the 6 months to 20 January 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.

1 462 (84.62%) Business Intelligence
2 457 (83.70%) SQL
3 445 (81.50%) Data Warehouse
4 378 (69.23%) SQL Server
5 373 (68.32%) SQL Server Integration Services
6 321 (58.79%) ETL
7 320 (58.61%) SQL Server Reporting Services
8 291 (53.30%) SQL Server Analysis Services
9 274 (50.18%) T-SQL
10 224 (41.03%) Microsoft
11 173 (31.68%) Agile Software Development
12 167 (30.59%) Data Modelling
13 155 (28.39%) Oracle
14 149 (27.29%) Power BI
15 126 (23.08%) MDX
16 109 (19.96%) Analytics
17 108 (19.78%) Finance
18 104 (19.05%) Dimensional Modelling
19 101 (18.50%) .NET
20 99 (18.13%) OLAP
21 93 (17.03%) Microsoft Azure
22 90 (16.48%) SQL Server 2012
23 88 (16.12%) Big Data
24 86 (15.75%) Tableau
25 85 (15.57%) Performance Tuning
26 81 (14.84%) SQL Server 2014
26 81 (14.84%) MS Excel
27 80 (14.65%) Relational Database
28 74 (13.55%) C#
29 73 (13.37%) Data Analysis Expressions (DAX)

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 31 (5.68%) SharePoint
2 8 (1.47%) Apache Pig
3 7 (1.28%) SAS
4 3 (0.55%) Confluence
4 3 (0.55%) SharePoint 2013
5 2 (0.37%) Apache Spark
5 2 (0.37%) OpenStack
5 2 (0.37%) Oracle SOA Suite
5 2 (0.37%) SharePoint 2010
Applications
1 81 (14.84%) MS Excel
2 2 (0.37%) SPSS
3 1 (0.18%) MS Visio
Business Applications
1 31 (5.68%) Cognos Business Intelligence
2 16 (2.93%) Cognos Planning
3 12 (2.20%) Oracle Applications
4 7 (1.28%) Oracle EBS
5 5 (0.92%) Dynamics AX
6 4 (0.73%) Dynamics CRM
7 3 (0.55%) Markit EDM
8 2 (0.37%) Dynamics NAV
8 2 (0.37%) FastStats
9 1 (0.18%) Oracle ERP
9 1 (0.18%) Oracle Financials
Cloud Services
1 93 (17.03%) Microsoft Azure
2 25 (4.58%) Amazon AWS
3 19 (3.48%) GitHub
4 18 (3.30%) Data Lake Analytics
5 9 (1.65%) Azure Machine Learning
6 5 (0.92%) Amazon S3
7 3 (0.55%) Google Analytics
8 2 (0.37%) AWS Lambda
8 2 (0.37%) Google Cloud Platform
8 2 (0.37%) SaaS
9 1 (0.18%) IaaS
9 1 (0.18%) PaaS
Database & Business Intelligence
1 445 (81.50%) Data Warehouse
2 378 (69.23%) SQL Server
3 373 (68.32%) SQL Server Integration Services
4 320 (58.61%) SQL Server Reporting Services
5 291 (53.30%) SQL Server Analysis Services
6 149 (27.29%) Power BI
7 99 (18.13%) OLAP
8 90 (16.48%) SQL Server 2012
9 88 (16.12%) Big Data
10 81 (14.84%) SQL Server 2014
11 80 (14.65%) Relational Database
12 71 (13.00%) Oracle BI EE
13 66 (12.09%) Star Schema
14 56 (10.26%) Microsoft Analysis Services
15 54 (9.89%) Oracle Database
16 53 (9.71%) Oracle ODI
16 53 (9.71%) SQL Server 2008
17 51 (9.34%) QlikView
18 47 (8.61%) Azure SQL Database
18 47 (8.61%) MySQL
Development Applications
1 41 (7.51%) Talend Open Studio
2 35 (6.41%) JIRA
3 27 (4.95%) Visual Studio
4 20 (3.66%) SQL Server Management Studio (SSMS)
5 17 (3.11%) Team Foundation Server
6 9 (1.65%) Jenkins
6 9 (1.65%) Vagrant
7 7 (1.28%) FishEye
7 7 (1.28%) Liquibase
7 7 (1.28%) Visual Studio Tools for Office
8 5 (0.92%) Cucumber
8 5 (0.92%) ERwin
8 5 (0.92%) Toad
9 3 (0.55%) Subversion
10 2 (0.37%) Oracle Forms
11 1 (0.18%) Git (software)
11 1 (0.18%) Octopus Deploy
11 1 (0.18%) Ranorex
11 1 (0.18%) TeamCity
General
1 108 (19.78%) Finance
2 56 (10.26%) Legal
3 37 (6.78%) Advertising
4 27 (4.95%) Banking
5 21 (3.85%) Marketing
6 14 (2.56%) Retail
7 6 (1.10%) Financial Institution
7 6 (1.10%) Investment Banking
8 5 (0.92%) Billing
8 5 (0.92%) Games
9 4 (0.73%) Local Government
10 3 (0.55%) Front Office
10 3 (0.55%) Telecoms
11 2 (0.37%) Music Industry
12 1 (0.18%) Manufacturing
12 1 (0.18%) Publishing
Job Titles
1 291 (53.30%) Developer
2 155 (28.39%) Business Intelligence Developer
3 117 (21.43%) SQL Developer
4 96 (17.58%) Consultant
5 68 (12.45%) Analyst
6 67 (12.27%) SSIS Developer
7 58 (10.62%) SQL BI Developer
8 53 (9.71%) Data Warehouse Developer
8 53 (9.71%) SSRS Developer
9 48 (8.79%) ETL Developer
10 47 (8.61%) Business Intelligence Analyst
11 44 (8.06%) SSAS Developer
12 43 (7.88%) Senior Developer
13 42 (7.69%) Business Intelligence Consultant
14 41 (7.51%) Business Developer
15 40 (7.33%) Business Intelligence Lead
16 33 (6.04%) Architect
16 33 (6.04%) SQL Server Developer
17 31 (5.68%) SQL Server BI Developer
18 29 (5.31%) Business Intelligence Specialist
Libraries, Frameworks & Software Standards
1 126 (23.08%) MDX
2 101 (18.50%) .NET
3 20 (3.66%) Web Services
4 13 (2.38%) XML
5 12 (2.20%) HTML
6 9 (1.65%) .NET Framework
6 9 (1.65%) D3.js
6 9 (1.65%) HTML5
7 8 (1.47%) Oracle GoldenGate
8 7 (1.28%) ASP.NET
8 7 (1.28%) Grails
8 7 (1.28%) JRuby
8 7 (1.28%) Leaflet
9 3 (0.55%) CSS
9 3 (0.55%) WinForms
10 2 (0.37%) CSS3
10 2 (0.37%) J2EE
10 2 (0.37%) JSP
10 2 (0.37%) Oracle Fusion
10 2 (0.37%) WCF
Miscellaneous
1 55 (10.07%) Visualisation
2 25 (4.58%) Analytical Skills
3 24 (4.40%) Computer Science
3 24 (4.40%) Management Information System
4 20 (3.66%) Data Integration
5 18 (3.30%) Replication
5 18 (3.30%) Statistics
6 11 (2.01%) User Experience
7 9 (1.65%) Fintech
8 6 (1.10%) Economics
8 6 (1.10%) Mobile App
9 5 (0.92%) Data Extraction
10 4 (0.73%) Mathematics
10 4 (0.73%) Semantic Web
11 3 (0.55%) Clustering
11 3 (0.55%) Neural Network
11 3 (0.55%) Private Cloud
12 2 (0.37%) Enterprise Software
12 2 (0.37%) Reference Data
12 2 (0.37%) Xbox
Operating Systems
1 9 (1.65%) Unix
2 5 (0.92%) Windows
3 4 (0.73%) Linux
4 1 (0.18%) Android
4 1 (0.18%) Apple iOS
Processes & Methodologies
1 462 (84.62%) Business Intelligence
2 321 (58.79%) ETL
3 173 (31.68%) Agile Software Development
4 167 (30.59%) Data Modelling
5 109 (19.96%) Analytics
6 104 (19.05%) Dimensional Modelling
7 85 (15.57%) Performance Tuning
8 64 (11.72%) Scrum
9 57 (10.44%) Waterfall
10 47 (8.61%) Inmon Methodology
11 39 (7.14%) Mentoring
12 37 (6.78%) ETL Development
13 33 (6.04%) Data Management
14 30 (5.49%) Stakeholder Management
15 28 (5.13%) Data Analysis
15 28 (5.13%) Migration
15 28 (5.13%) Presales
16 24 (4.40%) Data Analytics
17 23 (4.21%) Business Analysis
17 23 (4.21%) Data Architecture
Programming Languages
1 457 (83.70%) SQL
2 274 (50.18%) T-SQL
3 74 (13.55%) C#
4 73 (13.37%) Data Analysis Expressions (DAX)
5 59 (10.81%) PL/SQL
6 33 (6.04%) Java
7 19 (3.48%) VBA
8 17 (3.11%) Python
9 15 (2.75%) JavaScript
10 11 (2.01%) PowerShell
10 11 (2.01%) R
11 9 (1.65%) Scala
12 8 (1.47%) Shell Script
13 7 (1.28%) C++
13 7 (1.28%) Clojure
13 7 (1.28%) Groovy
13 7 (1.28%) Jython
13 7 (1.28%) VB.NET
14 6 (1.10%) VB
15 3 (0.55%) C
Qualifications
1 54 (9.89%) Degree
2 31 (5.68%) Microsoft Certification
3 4 (0.73%) SC Cleared
3 4 (0.73%) Security Cleared
4 2 (0.37%) MCITP
4 2 (0.37%) MCP
4 2 (0.37%) MCTS
5 1 (0.18%) ISEB
5 1 (0.18%) ITIL Certification
5 1 (0.18%) PRINCE2 Certification
Quality Assurance & Compliance
1 43 (7.88%) Data Quality
2 17 (3.11%) QA
3 3 (0.55%) SLA
4 2 (0.37%) COBIT
4 2 (0.37%) SNOMED CT
5 1 (0.18%) PCI DSS
System Software
1 5 (0.92%) HDFS
2 1 (0.18%) Virtual Machines
Systems Management
1 19 (3.48%) Puppet
Vendors
1 224 (41.03%) Microsoft
2 155 (28.39%) Oracle
3 86 (15.75%) Tableau
4 72 (13.19%) Cognos
5 59 (10.81%) Informatica
6 41 (7.51%) Talend
7 11 (2.01%) SAP
8 5 (0.92%) Hyperion
8 5 (0.92%) Splunk
9 4 (0.73%) Netezza
10 3 (0.55%) Ab Initio
10 3 (0.55%) Dell
10 3 (0.55%) Google
10 3 (0.55%) IBM
10 3 (0.55%) Jaspersoft
11 2 (0.37%) Adobe
11 2 (0.37%) Alteryx
11 2 (0.37%) MicroStrategy
11 2 (0.37%) RedGate
11 2 (0.37%) Vertica
City, London
Charles Taylor plc
Salary: Market related
Posted: 6 hours ago
Bournemouth
Nigel Frank International
Salary: £50000 - £55000 per annum + Benefits
Posted: 11 hours ago
Dorset
Nigel Frank International
Salary: £55000 - £56000 per annum + pens
Posted: 17 hours ago
Swansea, West Glamorgan
Resource Group
Salary: £40-55K + Benefits
Posted: 6 hours ago
Nottingham, Nottinghamshire
Square One Resources
Salary: From £50,000 to £60,000 per annum
Posted: Yesterday
Haverhill, Suffolk
Opus Resourcing Ltd
Salary: £50000 - £60000 per annum + Bens + Bonus
Posted: 4 hours ago
London
Nigel Frank International
Salary: £50000 - £55000 per annum + benefits
Posted: Yesterday
Chester, Cheshire
Oscar
Salary: £40000 - £60000 per annum + Benefits
Posted: 7 hours ago
Birmingham, West Midlands (County)
Maurice Nash
Salary: From £25,000 to £28,000 per annum
Posted: Yesterday
London
Venturi
Salary: £60000 - £80000 per annum + Bonus + Benefits
Posted: Yesterday
Nottingham, Nottinghamshire
onezeero.
Salary: £40000 - £50000 per annum + Benefits
Posted: 3 days ago
Godalming
Nigel Frank International
Salary: £65000 - £70000 per annum + Benefits
Posted: 2 days ago
London
Lawrence Harvey Enterprise
Salary: £50000 - £55000 per annum + Benefits
Posted: 3 days ago
Surrey
Venturi
Salary: £50000 - £60000 per annum + company benefits
Posted: 3 days ago
Petersfield, Hampshire
Rullion IT Plus
Salary: £42000 - £55000 per annum + Pension
Posted: 4 days ago
London
Venturi
Salary: £50000 - £55000 per annum + Bonus + Benefits + Home Working
Posted: 3 days ago
Folkestone
Nigel Frank International
Salary: £30000 - £40000 per annum + Benefits
Posted: 9 days ago
Nottingham, Nottinghamshire
Rebel Recruitment
Salary: From £50,000 to £78,000 per annum + 15% Bonus + Benefits
Posted: 4 days ago
Ipswich
Nigel Frank International
Salary: £35000 - £50000 per annum
Posted: 11 days ago
City of London
Venturi
Salary: £45000 - £55000 per annum + bonus and benefits
Posted: 9 days ago
City of London
Venturi
Salary: £50000 - £55000 per annum + bonus and benefits
Posted: 9 days ago
Bolton
Robert Walters UK
Salary: £35000 - £40000 per annum
Posted: 17 days ago
South West London
Lawrence Harvey
Salary: £50000 per annum + Bonus+ Benefits
Posted: 10 days ago
City of London
Venturi
Salary: £40000 - £50000 per annum + company benefits
Posted: 9 days ago
London
Huxley
Salary: £65000 - £75000 per annum + Excellent Benefits
Posted: 14 days ago
London
Lawrence Harvey
Salary: £55000 - £60000 per annum + Benefits
Posted: 17 days ago
London
Venturi
Salary: £70000 - £100000 per annum + Bonus + Benefits
Posted: 9 days ago
Wirral
Applause IT Ltd
Salary: £35000 - £42000 per annum + + Benefits
Posted: 17 days ago