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 24 June 2017 with a comparison to the same period in the previous 2 years.

The Kimball Lifecycle
UK / England
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 582 593 636
Rank change year-on-year +11 +43  
Permanent jobs citing Kimball Methodology 284 330 324
As % of all permanent IT jobs advertised in England 0.34% 0.36% 0.31%
As % of the Processes & Methodologies category 0.38% 0.40% 0.35%
Number of salaries quoted 235 244 242
Median salary £50,000 £53,250 £52,500
Median salary % change year-on-year -6.10% +1.42%  
90% offered a salary of more than £40,000 £41,000 £40,000
10% offered a salary of more than £70,000 £65,000 £67,500
UK excluding London median salary £42,500 £45,000 £45,000
% change year-on-year -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 74167 82321 91471
As % of all permanent IT job vacancies advertised in England 89.69% 89.01% 87.95%
Number of salaries quoted 60169 69604 75631
Median salary £52,000 £50,000 £50,000
Median salary % change year-on-year +4.00% -  
90% offered a salary of more than £32,500 £32,500 £32,000
10% offered a salary of more than £80,000 £75,000 £77,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

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 24 June 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 24 June 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 -14 167 £57,500 +4.54% 12
West Midlands +18 31 £40,000 -9.60% 2
South West +9 17 £48,500 +18.29% 4
Yorkshire -16 17 £40,500 -10.00% 4
North West -38 14 £47,500 +5.55% 4
East Midlands +27 13 £46,250 -10.62% 4
East of England +7 11 £42,500 -19.81% 3
South East +34 7 £70,000 +40.00% 6
Midlands - 6 £60,000 - 6
Kimball Methodology
UK

For the 6 months to 24 June 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.

1 421 (81.43%) Data Warehouse
2 418 (80.85%) SQL
3 405 (78.34%) Business Intelligence
4 374 (72.34%) SQL Server
5 373 (72.15%) SQL Server Integration Services
6 313 (60.54%) SQL Server Reporting Services
6 313 (60.54%) ETL
7 308 (59.57%) SQL Server Analysis Services
8 269 (52.03%) Microsoft
9 247 (47.78%) T-SQL
10 166 (32.11%) Agile Software Development
11 152 (29.40%) Data Modelling
12 146 (28.24%) Finance
12 146 (28.24%) Power BI
13 145 (28.05%) MDX
14 140 (27.08%) Oracle
15 116 (22.44%) Dimensional Modelling
15 116 (22.44%) Microsoft Azure
16 115 (22.24%) .NET
16 115 (22.24%) OLAP
17 107 (20.70%) Tableau
18 94 (18.18%) Big Data
19 90 (17.41%) SQL Server 2014
20 89 (17.21%) C#
21 88 (17.02%) SQL Server 2012
22 85 (16.44%) Analytics
23 83 (16.05%) Relational Database
23 83 (16.05%) QlikView
24 78 (15.09%) Data Analysis Expressions (DAX)
25 76 (14.70%) Degree

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 17 (3.29%) SharePoint
2 13 (2.51%) SAS
3 11 (2.13%) CMS
3 11 (2.13%) Sitecore CMS
4 4 (0.77%) Apache Spark
5 3 (0.58%) Confluence
6 1 (0.19%) Apache
Applications
1 10 (1.93%) Microsoft Excel
2 3 (0.58%) Microsoft Office
3 2 (0.39%) Spreadsheet
4 1 (0.19%) MS Visio
Business Applications
1 15 (2.90%) Oracle Applications
1 15 (2.90%) Salesforce.com CRM
2 12 (2.32%) Cognos Business Intelligence
3 9 (1.74%) SAP Oil and Gas
4 3 (0.58%) Dynamics AX
Cloud Services
1 116 (22.44%) Microsoft Azure
2 12 (2.32%) Amazon AWS
3 6 (1.16%) Azure Data Factory
4 4 (0.77%) Cortana Intelligence Suite
5 3 (0.58%) Amazon EC2
5 3 (0.58%) Amazon S3
5 3 (0.58%) Azure Machine Learning
5 3 (0.58%) Data Lake Analytics
6 2 (0.39%) Office 365
7 1 (0.19%) Amazon EMR
7 1 (0.19%) Amazon Kinesis
7 1 (0.19%) AWS Lambda
7 1 (0.19%) Dynamics 365
7 1 (0.19%) GitHub
7 1 (0.19%) IaaS
7 1 (0.19%) SaaS
Communications & Networking
1 4 (0.77%) FTP
Database & Business Intelligence
1 421 (81.43%) Data Warehouse
2 374 (72.34%) SQL Server
3 373 (72.15%) SQL Server Integration Services
4 313 (60.54%) SQL Server Reporting Services
5 308 (59.57%) SQL Server Analysis Services
6 146 (28.24%) Power BI
7 115 (22.24%) OLAP
8 94 (18.18%) Big Data
9 90 (17.41%) SQL Server 2014
10 88 (17.02%) SQL Server 2012
11 83 (16.05%) QlikView
11 83 (16.05%) Relational Database
12 71 (13.73%) SQL Server 2008
13 58 (11.22%) Star Schema
14 57 (11.03%) SQL Server 2016
15 52 (10.06%) OLAP Cube
16 48 (9.28%) BusinessObjects
17 46 (8.90%) Oracle Database
18 42 (8.12%) Oracle BI EE
18 42 (8.12%) Oracle ODI
Development Applications
1 25 (4.84%) Talend Open Studio
2 9 (1.74%) Team Foundation Server
3 8 (1.55%) JIRA
4 6 (1.16%) Subversion
5 4 (0.77%) Git (software)
5 4 (0.77%) Octopus Deploy
5 4 (0.77%) SQL Server Management Studio (SSMS)
5 4 (0.77%) Visual Studio
6 3 (0.58%) TeamCity
7 1 (0.19%) Mercurial
7 1 (0.19%) Ranorex
General
1 146 (28.24%) Finance
2 66 (12.77%) Legal
3 58 (11.22%) Banking
4 50 (9.67%) Marketing
5 43 (8.32%) Advertising
6 38 (7.35%) Retail
7 15 (2.90%) Front Office
8 10 (1.93%) Financial Institution
8 10 (1.93%) Manufacturing
8 10 (1.93%) Telecoms
9 9 (1.74%) Electronics
9 9 (1.74%) Local Government
10 8 (1.55%) Investment Banking
11 5 (0.97%) Games
12 2 (0.39%) Publishing
12 2 (0.39%) Retail Banking
13 1 (0.19%) Music Industry
Job Titles
1 305 (58.99%) Developer
2 180 (34.82%) Business Intelligence Developer
3 128 (24.76%) SQL Developer
4 89 (17.21%) Data Warehouse Developer
5 78 (15.09%) Consultant
6 64 (12.38%) SSAS Developer
7 63 (12.19%) SQL BI Developer
8 56 (10.83%) SQL Server Developer
9 55 (10.64%) SSIS Developer
10 53 (10.25%) Senior Developer
11 47 (9.09%) SSRS Developer
12 44 (8.51%) ETL Developer
13 41 (7.93%) Business Developer
14 40 (7.74%) Architect
15 38 (7.35%) Oracle Developer
16 37 (7.16%) Analyst
17 36 (6.96%) Business Intelligence Consultant
18 35 (6.77%) Senior Business Intelligence Developer
19 33 (6.38%) SQL Server BI Developer
20 30 (5.80%) Business Intelligence Lead
Libraries, Frameworks & Software Standards
1 145 (28.05%) MDX
2 115 (22.24%) .NET
3 38 (7.35%) XML
4 20 (3.87%) Web Services
5 14 (2.71%) XML Messaging
6 12 (2.32%) HTML
7 10 (1.93%) Oracle GoldenGate
8 8 (1.55%) .NET Framework
8 8 (1.55%) XSD
9 6 (1.16%) CSS
9 6 (1.16%) J2EE
9 6 (1.16%) JSP
9 6 (1.16%) REST
9 6 (1.16%) SOAP
9 6 (1.16%) WSDL
10 3 (0.58%) JSON
11 2 (0.39%) Kafka
11 2 (0.39%) PySpark
11 2 (0.39%) XSLT
12 1 (0.19%) Apache Avro
Miscellaneous
1 40 (7.74%) Greenfield Project
2 34 (6.58%) Analytical Skills
3 32 (6.19%) Computer Science
4 21 (4.06%) Replication
5 14 (2.71%) Management Information System
6 10 (1.93%) Semantic Web
6 10 (1.93%) User Experience
7 9 (1.74%) Data Structures
8 8 (1.55%) Foreign Exchange (FX)
9 6 (1.16%) Clustering
9 6 (1.16%) Fintech
10 3 (0.58%) Spread Betting
11 2 (0.39%) Reinsurance
12 1 (0.19%) Online Games
Operating Systems
1 9 (1.74%) Windows
2 6 (1.16%) Linux
2 6 (1.16%) Red Hat Enterprise Linux
2 6 (1.16%) Unix
3 2 (0.39%) Windows Server
Processes & Methodologies
1 405 (78.34%) Business Intelligence
2 313 (60.54%) ETL
3 166 (32.11%) Agile Software Development
4 152 (29.40%) Data Modelling
5 116 (22.44%) Dimensional Modelling
6 85 (16.44%) Analytics
7 58 (11.22%) Inmon Methodology
8 50 (9.67%) Data Architecture
8 50 (9.67%) Performance Tuning
8 50 (9.67%) Scrum
9 42 (8.12%) Data Management
9 42 (8.12%) ETL Development
9 42 (8.12%) Visualisation
10 38 (7.35%) Mentoring
11 37 (7.16%) Waterfall
12 35 (6.77%) Data Visualisation
13 28 (5.42%) Migration
13 28 (5.42%) Stakeholder Management
14 24 (4.64%) ITIL
15 23 (4.45%) CRM
Programming Languages
1 418 (80.85%) SQL
2 247 (47.78%) T-SQL
3 89 (17.21%) C#
4 78 (15.09%) Data Analysis Expressions (DAX)
5 65 (12.57%) PL/SQL
6 31 (6.00%) Java
7 15 (2.90%) VB
8 11 (2.13%) Python
9 10 (1.93%) C
9 10 (1.93%) VB.NET
10 6 (1.16%) JavaScript
11 4 (0.77%) R
11 4 (0.77%) VBA
12 3 (0.58%) PowerShell
Qualifications
1 76 (14.70%) Degree
2 38 (7.35%) Microsoft Certification
3 21 (4.06%) Computer Science Degree
4 4 (0.77%) SC Cleared
4 4 (0.77%) Security Cleared
5 3 (0.58%) MCP
5 3 (0.58%) Numerate Degree
6 2 (0.39%) CCA
6 2 (0.39%) Citrix Certification
6 2 (0.39%) MCSA
6 2 (0.39%) MCSD
6 2 (0.39%) MCSE
7 1 (0.19%) MCITP
Quality Assurance & Compliance
1 48 (9.28%) Data Quality
2 15 (2.90%) QA
3 4 (0.77%) MiFID
4 3 (0.58%) IFRS
4 3 (0.58%) IFRS 9
4 3 (0.58%) SNOMED CT
5 2 (0.39%) SLA
Systems Management
1 3 (0.58%) Oozie
2 2 (0.39%) Failover Clustering
2 2 (0.39%) Perfmon
3 1 (0.19%) Puppet
Vendors
1 269 (52.03%) Microsoft
2 140 (27.08%) Oracle
3 107 (20.70%) Tableau
4 51 (9.86%) Informatica
5 40 (7.74%) Cognos
6 34 (6.58%) SAP
7 25 (4.84%) Talend
8 18 (3.48%) Alteryx
9 16 (3.09%) Salesforce.com
10 11 (2.13%) Sitecore
11 7 (1.35%) Jaspersoft
12 6 (1.16%) Callidus
12 6 (1.16%) Dell
12 6 (1.16%) Guidewire
12 6 (1.16%) Logi
12 6 (1.16%) Logi Analytics
12 6 (1.16%) RedGate
13 5 (0.97%) Cognizant
14 3 (0.58%) JD Edwards
14 3 (0.58%) Splunk
Kingston Upon Thames, Surrey
Austin Fraser
Salary: £45000 - £55000 per annum + Depending on experience
Posted: Yesterday
Liverpool
Nigel Frank International
Salary: £40000 - £45000 per annum + company benefits
Posted: 2 days ago
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £40000 - £45000 per annum + bonus + on site gym + free parking
Posted: Yesterday
Surrey
Venturi
Salary: £40000.00 - £50000.00 per annum + Bonus & Benefits
Posted: 15 hours ago
Manchester, Lancashire
Car finance 247
Salary: £40000 - £42500 per annum + benefits
Posted: 2 days ago
Leeds, West Yorkshire
The Bridge Ltd
Salary: From £35,000 to £42,000 per annum Pension, Healthcare
Posted: Yesterday
Maidenhead, Berkshire
onezeero.
Salary: £44000 - £60000 per annum
Posted: 3 days ago
City, London
Evolution Recruitment Solutions
Salary: 45,000 - 55,000
Posted: 3 days ago
Hull, North Humberside
Harvey Nash plc
Salary: £33000 - £38000 per annum
Posted: 3 days ago
Colchester
Nigel Frank International
Salary: £35000 - £45000 per annum + Benefits
Posted: 4 days ago
London
Hitachi Consulting UK
Salary: From £65,000 to £70,000 per annum
Posted: 2 days ago
Lichfield, Staffordshire
Computer People
Salary: £30000.00 - £40000.00 per annum
Posted: 2 days ago
Northamptonshire
Nigel Frank International
Salary: £45000 - £58000 per annum + benefits
Posted: 4 days ago
London
Nigel Frank International
Salary: £45000 - £55000 per annum + benefits
Posted: 4 days ago
Salford, Lancashire
Premier IT
Posted: 2 days ago
North London
Understanding Recruitment
Salary: £42000 - £46000 per annum + Benefits
Posted: 6 days ago
Bristol, Avon
Sanderson
Salary: £60000 - £75000 per annum
Posted: 4 days ago
London
McGregor Boyall
Salary: £60000 - £70000 per annum + Package
Posted: 3 days ago
London
Venturi
Salary: £45000.00 - £55000.00 per annum + Bonus & Benefits
Posted: 6 days ago
Colchester
Nigel Frank International
Salary: £30000 - £40000 per annum + Benefits, Pension
Posted: 9 days ago
Derbyshire
Nigel Frank International
Posted: 11 days ago
Ipswich, Suffolk
Sanderson
Salary: £45000 - £55000 per annum + benefits
Posted: 4 days ago
Brighton
Nigel Frank International
Salary: £70000 per annum + Pension, Health, Bonus
Posted: 12 days ago
Nottingham, Nottinghamshire
Linking Humans Limited
Salary: Up to £49,000 per annum + 10% bonus, pension, BUPA and 25 days holiday
Posted: 5 days ago
Nottingham, Nottinghamshire
Linking Humans Limited
Salary: Up to £49,000 per annum plus 10% bonus, pension, Bupa,25 days holiday
Posted: 5 days ago
Bath
People Source Consulting
Salary: £37000 - £43000 per annum
Posted: 12 days ago
City, London
Charles Taylor plc
Salary: Market related
Posted: 9 days ago
Southampton, Hampshire
Red Funnel Group
Salary: £44,000 per annum including annual bonus and great benefits scheme
Posted: 16 days ago
East London
Cognizant
Salary: Competitive
Posted: 4 days ago
Coventry, West Midlands (County)
The Coventry Building Society
Salary: £51,220 - 76,830 per year + Benefits
Posted: 19 days ago