The following table provides summary statistics for permanent job vacancies advertised in England 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 30 March 2017 with a comparison to the same period in the previous 2 years.

The Kimball Lifecycle
UK / England
3 months to
30 Mar 2017
Same period 2016 Same period 2015
Rank 619 577 661
Rank change year-on-year -42 +84  
Permanent jobs citing Kimball Methodology 241 384 295
As % of all permanent IT jobs advertised in England 0.30% 0.39% 0.29%
As % of the Processes & Methodologies category 0.34% 0.44% 0.34%
Number of salaries quoted 221 304 253
Median salary £52,500 £54,500 £52,500
Median salary % change year-on-year -3.66% +3.80%  
90% offered a salary of more than £40,000 £37,500 £39,500
10% offered a salary of more than £70,000 £71,750 £72,500
UK excluding London median salary £45,000 £42,500 £45,000
% change year-on-year +5.88% -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 advertised in England with a requirement for process and methodology skills.

Process & Methodology Skills
England
Permanent job vacancies with a requirement for process and methodology skills 71582 86916 87623
As % of all permanent IT job vacancies advertised in England 89.15% 88.63% 86.96%
Number of salaries quoted 59383 72761 71685
Median salary £50,000 £50,000 £50,000
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £75,000 £77,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Kimball Methodology
Job Vacancy Trend in England

The job posting trend of jobs advertised in England 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 England

Kimball Methodology
Salary Trend in England

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

Salary trend for Kimball Methodology in England

Kimball Methodology
Salary Histogram in England

The salary distribution of IT jobs citing Kimball Methodology in England over the 3 months to 30 March 2017.

Salary histogram for Kimball Methodology in England

Kimball Methodology
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Kimball Methodology within the England region over the 3 months to 30 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
London -51 123 £54,000 -6.08% 14
South East +63 40 £55,000 +22.22% 3
Yorkshire +17 15 £40,000 +6.66% 4
North West -15 14 £45,000 +12.50% 6
East of England +38 12 £45,000 +2.85% 2
East Midlands +14 10 £45,000 +5.88% 3
West Midlands +20 8 £41,250 -13.15% 1
South West +16 8 £42,250 +12.66% 1
Kimball Methodology
UK

For the 6 months to 30 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 across the England region with a requirement for Kimball Methodology.

1 433 (87.30%) Business Intelligence
2 405 (81.65%) SQL
3 396 (79.84%) Data Warehouse
4 361 (72.78%) SQL Server Integration Services
5 351 (70.77%) SQL Server
6 316 (63.71%) SQL Server Reporting Services
7 288 (58.06%) SQL Server Analysis Services
8 280 (56.45%) ETL
9 268 (54.03%) T-SQL
10 229 (46.17%) Microsoft
11 195 (39.31%) Agile Software Development
12 162 (32.66%) Data Modelling
13 157 (31.65%) Power BI
14 134 (27.02%) Oracle
15 131 (26.41%) MDX
16 118 (23.79%) Finance
17 116 (23.39%) .NET
18 113 (22.78%) Microsoft Azure
19 111 (22.38%) Tableau
20 99 (19.96%) Dimensional Modelling
21 97 (19.56%) Analytics
22 94 (18.95%) OLAP
23 91 (18.35%) Big Data
24 88 (17.74%) SQL Server 2012
25 86 (17.34%) SQL Server 2014
26 84 (16.94%) C#
27 74 (14.92%) Degree
28 73 (14.72%) QlikView
28 73 (14.72%) Data Analysis Expressions (DAX)
29 66 (13.31%) Cognos

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 15 (3.02%) SharePoint
2 7 (1.41%) SAS
3 6 (1.21%) Confluence
4 2 (0.40%) Apache Spark
4 2 (0.40%) SharePoint 2010
Applications
1 58 (11.69%) MS Excel
2 2 (0.40%) MS Visio
2 2 (0.40%) Spreadsheet
Business Applications
1 34 (6.85%) Cognos Business Intelligence
2 16 (3.23%) Cognos Planning
3 15 (3.02%) Oracle Applications
4 4 (0.81%) 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
Cloud Services
1 113 (22.78%) Microsoft Azure
2 12 (2.42%) Amazon AWS
2 12 (2.42%) Data Lake Analytics
3 10 (2.02%) GitHub
4 8 (1.61%) Azure Machine Learning
Database & Business Intelligence
1 396 (79.84%) Data Warehouse
2 361 (72.78%) SQL Server Integration Services
3 351 (70.77%) SQL Server
4 316 (63.71%) SQL Server Reporting Services
5 288 (58.06%) SQL Server Analysis Services
6 157 (31.65%) Power BI
7 94 (18.95%) OLAP
8 91 (18.35%) Big Data
9 88 (17.74%) SQL Server 2012
10 86 (17.34%) SQL Server 2014
11 73 (14.72%) QlikView
12 59 (11.90%) Azure SQL Database
13 58 (11.69%) Oracle BI EE
14 57 (11.49%) Relational Database
15 54 (10.89%) SQL Server 2016
16 52 (10.48%) Star Schema
17 45 (9.07%) Oracle ODI
18 43 (8.67%) Oracle Database
18 43 (8.67%) SQL Server 2008
19 37 (7.46%) Hadoop
Development Applications
1 38 (7.66%) Talend Open Studio
2 21 (4.23%) JIRA
3 19 (3.83%) SQL Server Management Studio (SSMS)
3 19 (3.83%) Visual Studio
4 6 (1.21%) Team Foundation Server
4 6 (1.21%) Visual Studio Tools for Office
5 3 (0.60%) FishEye
5 3 (0.60%) Liquibase
6 2 (0.40%) Octopus Deploy
6 2 (0.40%) Oracle Forms
6 2 (0.40%) Ranorex
6 2 (0.40%) TeamCity
7 1 (0.20%) Git (software)
7 1 (0.20%) Toad
General
1 118 (23.79%) Finance
2 65 (13.10%) Legal
3 43 (8.67%) Banking
4 39 (7.86%) Advertising
5 27 (5.44%) Marketing
6 21 (4.23%) Retail
7 12 (2.42%) Financial Institution
8 11 (2.22%) Local Government
9 9 (1.81%) Investment Banking
10 5 (1.01%) Games
11 2 (0.40%) Music Industry
11 2 (0.40%) Telecoms
Job Titles
1 284 (57.26%) Developer
2 179 (36.09%) Business Intelligence Developer
3 103 (20.77%) SQL Developer
4 89 (17.94%) Consultant
5 67 (13.51%) Senior Developer
6 60 (12.10%) SQL BI Developer
7 59 (11.90%) SSIS Developer
8 58 (11.69%) SSAS Developer
9 54 (10.89%) Business Developer
10 53 (10.69%) SSRS Developer
11 47 (9.48%) Business Intelligence Consultant
12 46 (9.27%) SQL Server Developer
13 45 (9.07%) Data Warehouse Developer
14 43 (8.67%) Analyst
15 42 (8.47%) SQL Server BI Developer
16 38 (7.66%) Senior Business Intelligence Developer
17 33 (6.65%) Microsoft Consultant
18 32 (6.45%) Microsoft BI Consultant
19 31 (6.25%) Business Intelligence Analyst
20 29 (5.85%) ETL Developer
Libraries, Frameworks & Software Standards
1 131 (26.41%) MDX
2 116 (23.39%) .NET
3 24 (4.84%) XML
4 15 (3.02%) Web Services
5 12 (2.42%) HTML
6 10 (2.02%) Oracle GoldenGate
7 7 (1.41%) ASP.NET
8 6 (1.21%) D3.js
8 6 (1.21%) HTML5
8 6 (1.21%) J2EE
8 6 (1.21%) JSP
8 6 (1.21%) Leaflet
9 5 (1.01%) .NET Framework
9 5 (1.01%) 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 32 (6.45%) Computer Science
2 21 (4.23%) Management Information System
3 19 (3.83%) Replication
4 18 (3.63%) Analytical Skills
4 18 (3.63%) User Experience
5 12 (2.42%) Fintech
6 10 (2.02%) Semantic Web
7 7 (1.41%) Clustering
8 3 (0.60%) Foreign Exchange (FX)
8 3 (0.60%) Mobile App
8 3 (0.60%) Spread Betting
9 2 (0.40%) Enterprise Software
9 2 (0.40%) Online Games
10 1 (0.20%) NHS
10 1 (0.20%) Reinsurance
Operating Systems
1 10 (2.02%) Windows
2 7 (1.41%) Unix
3 1 (0.20%) Linux
3 1 (0.20%) Windows Server
Processes & Methodologies
1 433 (87.30%) Business Intelligence
2 280 (56.45%) ETL
3 195 (39.31%) Agile Software Development
4 162 (32.66%) Data Modelling
5 99 (19.96%) Dimensional Modelling
6 97 (19.56%) Analytics
7 66 (13.31%) Performance Tuning
8 61 (12.30%) Waterfall
9 53 (10.69%) Scrum
10 44 (8.87%) Visualisation
11 41 (8.27%) Mentoring
12 38 (7.66%) Inmon Methodology
13 34 (6.85%) Stakeholder Management
14 32 (6.45%) ETL Development
15 26 (5.24%) Data Architecture
15 26 (5.24%) Data Management
16 25 (5.04%) Migration
17 24 (4.84%) Presales
18 23 (4.64%) Data Analytics
19 21 (4.23%) Software Engineering
Programming Languages
1 405 (81.65%) SQL
2 268 (54.03%) T-SQL
3 84 (16.94%) C#
4 73 (14.72%) Data Analysis Expressions (DAX)
5 51 (10.28%) PL/SQL
6 31 (6.25%) Java
7 14 (2.82%) JavaScript
8 13 (2.62%) Python
9 11 (2.22%) VBA
10 9 (1.81%) R
10 9 (1.81%) VB.NET
11 7 (1.41%) C
12 6 (1.21%) 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%) Scala
14 2 (0.40%) PowerShell
Qualifications
1 74 (14.92%) Degree
2 39 (7.86%) Microsoft Certification
3 3 (0.60%) MCP
4 2 (0.40%) MCITP
4 2 (0.40%) MCTS
5 1 (0.20%) CCA
5 1 (0.20%) Citrix Certification
5 1 (0.20%) ITIL Certification
5 1 (0.20%) MCSA
5 1 (0.20%) MCSD
5 1 (0.20%) MCSE
5 1 (0.20%) SC Cleared
5 1 (0.20%) Security Cleared
Quality Assurance & Compliance
1 22 (4.44%) Data Quality
2 13 (2.62%) QA
3 4 (0.81%) SNOMED CT
4 3 (0.60%) IFRS
4 3 (0.60%) IFRS 9
4 3 (0.60%) MiFID
5 2 (0.40%) SLA
6 1 (0.20%) PCI DSS
Systems Management
1 10 (2.02%) Puppet
2 2 (0.40%) Oozie
3 1 (0.20%) Failover Clustering
3 1 (0.20%) Perfmon
Vendors
1 229 (46.17%) Microsoft
2 134 (27.02%) Oracle
3 111 (22.38%) Tableau
4 66 (13.31%) Cognos
5 55 (11.09%) Informatica
6 38 (7.66%) Talend
7 15 (3.02%) SAP
8 5 (1.01%) Dell
8 5 (1.01%) Hyperion
8 5 (1.01%) Splunk
9 4 (0.81%) RedGate
10 2 (0.40%) Cloudera
10 2 (0.40%) IBM
10 2 (0.40%) Netezza
11 1 (0.20%) Atlassian
11 1 (0.20%) Cognizant
11 1 (0.20%) Jaspersoft
11 1 (0.20%) MicroStrategy
11 1 (0.20%) Remedy
11 1 (0.20%) Sun
Northamptonshire
Nigel Frank International
Salary: £45000 - £50000 per annum + Health care, Pension scheme
Posted: 15 hours ago
Birmingham, West Midlands (County)
Venturi
Salary: £35000 - £45000 per annum + company benefits
Posted: 13 hours ago
Bristol, Avon
Sanderson
Salary: £45000 per annum
Posted: 13 hours ago
City, London
Intrinsic Recruitment Ltd
Salary: Up to £65,000 per annum + Bonus & Benefits
Posted: Yesterday
City, London
Lawrence Harvey Enterprise
Salary: £50000.00 - £65000.00 per annum
Posted: Yesterday
Nottingham, Nottinghamshire
Rebel Recruitment
Salary: From £50,000 to £78,000 per annum + 15% Bonus + Benefits
Posted: 5 hours ago
London
Nigel Frank International
Salary: £25000 - £36000 per annum + benefits
Posted: Yesterday
London
Venturi
Salary: £55000 - £80000 per annum + company benefits
Posted: 2 days ago
City, London
Venturi
Salary: £40000 - £45000.00 per annum + extensive benefits
Posted: Yesterday
Northamptonshire
Nigel Frank International
Salary: £45000 per annum + unique benefits
Posted: 3 days ago
Leeds, West Yorkshire
CoreCom Consulting
Salary: £30000 - £45000 per annum + Benefits
Posted: 13 hours ago
Leeds, West Yorkshire
CoreCom Consulting
Salary: £38000 - £43000 per annum + 5% Bonus, Pension
Posted: 6 days ago
Leeds, West Yorkshire
CoreCom Consulting
Salary: £30000 - £45000 per annum + Benefits
Posted: 9 hours ago
West London
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £50000 Per Annum Plus excellent benefits
Posted: 4 days ago
London
Codex
Salary: From £45,000 to £60,000 per annum
Posted: 3 days ago
London, UK
Ticketmaster
Salary: Competitive
Posted: Yesterday
Chester, Cheshire
Aria Select Ltd
Salary: From £40,000 to £45,000 per annum Life assurance, Healthcare, Pension
Posted: 6 days ago
Stockport, Cheshire
Robert Walters
Salary: £60000 - £70000 per annum
Posted: 6 days ago
Leeds, West Yorkshire
Oxbridge Answers
Salary: 45000
Posted: 6 days ago
Stockport
Adria Solutions Ltd
Salary: £50000 - £65000 per annum + Benefits
Posted: 7 days ago
City of London
Venturi
Salary: £40000 - £45000.00 per annum + extensive benefits
Posted: 8 days ago
Cambridge
Nigel Frank International
Salary: £30000 - £50000 per annum + Benefits
Posted: 8 days ago
Warrington
Robert Walters UK
Salary: £40000 - £50000 per annum
Posted: 23 days ago
City, London
The Datawarehousing Company
Salary: £55,000 per annum plus fantastic benefits details in job description
Posted: 3 days ago
City of London
Venturi
Salary: £45000 - £55000 per annum + bonus and benefits
Posted: 15 days ago
City of London
Venturi
Salary: £50000 - £55000 per annum + bonus and benefits
Posted: 15 days ago
Haywards Heath
Nigel Frank International
Salary: £40000 - £55000 per annum + Benfits
Posted: 16 days ago
Ipswich
Nigel Frank International
Salary: £30000 - £40000 per annum + Benefits
Posted: 22 days ago
City of London
Lawrence Harvey
Salary: £50000.00 - £65000.00 per annum
Posted: 22 days ago
London, UK
Ticketmaster
Salary: Competitive
Posted: 22 days ago