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

The Kimball Lifecycle
UK
3 months to
29 Jun 2017
Same period 2016 Same period 2015
Rank 606 610 635
Rank change year-on-year +4 +25  
Permanent jobs citing Kimball Methodology 291 349 363
As % of all permanent IT jobs advertised in the UK 0.33% 0.36% 0.33%
As % of the Processes & Methodologies category 0.36% 0.40% 0.37%
Number of salaries quoted 237 262 292
UK median annual salary £50,000 £52,500 £50,000
Median salary % change year-on-year -4.76% +5.00%  
10th Percentile £37,500 £38,525 £37,000
90th Percentile £72,500 £69,875 £71,250
UK excluding London median annual 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 with a requirement for process and methodology skills.

Process & Methodology Skills
UK
Permanent job vacancies with a requirement for process and methodology skills 79789 87214 97872
As % of all permanent IT job vacancies advertised in the UK 89.72% 88.92% 88.07%
Number of salaries quoted 263898 300520 316679
UK median annual salary £50,000 £50,000 £50,000
10th Percentile £31,250 £31,000 £29,900
90th Percentile £81,250 £77,500 £80,000
UK excluding London median annual salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Kimball Methodology
Job Vacancy Trend

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

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 29 June 2017.

Salary histogram for Kimball Methodology in the UK

Kimball Methodology
Top 9 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 29 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
England +17 287 £50,000 -6.54% 34
London -13 168 £60,000 +9.09% 11
UK excluding London +10 120 £42,500 -5.55% 24
Midlands +37 51 £42,500 -5.55% 2
North of England -32 30 £44,250 -1.66% 9
South West 0 18 £48,500 +18.29% 3
South East +37 10 £57,500 +15.00% 5
East of England -8 9 £42,500 -19.81% 4
Wales -4 2 £45,000 +12.50% 1

For the 6 months to 29 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 with a requirement for Kimball Methodology.

1 439 (81.00%) SQL
2 431 (79.52%) Data Warehouse
3 418 (77.12%) Business Intelligence
4 396 (73.06%) SQL Server
5 391 (72.14%) SQL Server Integration Services
6 329 (60.70%) ETL
7 316 (58.30%) SQL Server Reporting Services
8 315 (58.12%) SQL Server Analysis Services
9 284 (52.40%) Microsoft
10 259 (47.79%) T-SQL
11 171 (31.55%) Agile Software Development
12 162 (29.89%) Data Modelling
13 153 (28.23%) Finance
14 150 (27.68%) Power BI
15 145 (26.75%) MDX
16 139 (25.65%) Oracle
17 125 (23.06%) Dimensional Modelling
18 118 (21.77%) OLAP
19 114 (21.03%) Microsoft Azure
20 113 (20.85%) .NET
21 108 (19.93%) Tableau
22 99 (18.27%) SQL Server 2012
22 99 (18.27%) SQL Server 2014
23 92 (16.97%) Big Data
24 88 (16.24%) C#
25 86 (15.87%) Analytics
25 86 (15.87%) Relational Database
26 83 (15.31%) SQL Server 2008
26 83 (15.31%) QlikView
27 79 (14.58%) Degree

Kimball Methodology
Co-occurring 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 20 (3.69%) SharePoint
2 13 (2.40%) SAS
3 12 (2.21%) CMS
3 12 (2.21%) Sitecore CMS
4 4 (0.74%) Apache Spark
5 3 (0.55%) Confluence
6 1 (0.18%) Apache
Applications
1 10 (1.85%) Microsoft Excel
2 3 (0.55%) Microsoft Office
3 2 (0.37%) Spreadsheet
4 1 (0.18%) MS Visio
Business Applications
1 16 (2.95%) Salesforce.com CRM
2 15 (2.77%) Oracle Applications
3 13 (2.40%) Cognos Business Intelligence
4 10 (1.85%) SAP Oil and Gas
5 3 (0.55%) Dynamics AX
Cloud Services
1 114 (21.03%) Microsoft Azure
2 13 (2.40%) Amazon AWS
3 6 (1.11%) Azure Data Factory
4 4 (0.74%) Cortana Intelligence Suite
5 3 (0.55%) Amazon EC2
5 3 (0.55%) Amazon S3
5 3 (0.55%) Azure Machine Learning
5 3 (0.55%) Data Lake Analytics
5 3 (0.55%) Office 365
6 1 (0.18%) Amazon EMR
6 1 (0.18%) Amazon Kinesis
6 1 (0.18%) AWS Lambda
6 1 (0.18%) Dynamics 365
6 1 (0.18%) IaaS
6 1 (0.18%) SaaS
Communications & Networking
1 4 (0.74%) FTP
Database & Business Intelligence
1 431 (79.52%) Data Warehouse
2 396 (73.06%) SQL Server
3 391 (72.14%) SQL Server Integration Services
4 316 (58.30%) SQL Server Reporting Services
5 315 (58.12%) SQL Server Analysis Services
6 150 (27.68%) Power BI
7 118 (21.77%) OLAP
8 99 (18.27%) SQL Server 2012
8 99 (18.27%) SQL Server 2014
9 92 (16.97%) Big Data
10 86 (15.87%) Relational Database
11 83 (15.31%) QlikView
11 83 (15.31%) SQL Server 2008
12 67 (12.36%) Star Schema
13 56 (10.33%) SQL Server 2016
14 54 (9.96%) OLAP Cube
15 49 (9.04%) BusinessObjects
16 47 (8.67%) Oracle Database
17 41 (7.56%) Oracle BI EE
17 41 (7.56%) Oracle ODI
Development Applications
1 24 (4.43%) Talend Open Studio
2 18 (3.32%) Team Foundation Server
3 14 (2.58%) JIRA
4 12 (2.21%) Subversion
5 11 (2.03%) Visual Studio
6 4 (0.74%) Git (software)
6 4 (0.74%) Octopus Deploy
6 4 (0.74%) SQL Server Management Studio (SSMS)
7 3 (0.55%) TeamCity
8 1 (0.18%) Mercurial
8 1 (0.18%) Ranorex
8 1 (0.18%) VSS/SourceSafe
General
1 153 (28.23%) Finance
2 63 (11.62%) Legal
3 59 (10.89%) Banking
4 51 (9.41%) Marketing
5 49 (9.04%) Advertising
6 42 (7.75%) Retail
7 15 (2.77%) Front Office
8 11 (2.03%) Manufacturing
8 11 (2.03%) Telecoms
9 10 (1.85%) Electronics
10 9 (1.66%) Financial Institution
10 9 (1.66%) Local Government
11 7 (1.29%) Investment Banking
12 5 (0.92%) Games
13 3 (0.55%) Publishing
13 3 (0.55%) Retail Banking
14 1 (0.18%) Music Industry
Job Titles
1 326 (60.15%) Developer
2 191 (35.24%) Business Intelligence Developer
3 132 (24.35%) SQL Developer
4 93 (17.16%) Data Warehouse Developer
5 79 (14.58%) Consultant
6 66 (12.18%) SSAS Developer
7 63 (11.62%) SQL BI Developer
8 59 (10.89%) SSIS Developer
9 58 (10.70%) SQL Server Developer
10 54 (9.96%) ETL Developer
11 53 (9.78%) Senior Developer
12 49 (9.04%) SSRS Developer
13 48 (8.86%) Business Developer
14 43 (7.93%) Architect
15 39 (7.20%) Analyst
15 39 (7.20%) Oracle Developer
16 36 (6.64%) Business Intelligence Consultant
17 35 (6.46%) Senior Business Intelligence Developer
18 32 (5.90%) SQL Server BI Developer
19 31 (5.72%) Data Architect
Libraries, Frameworks & Software Standards
1 145 (26.75%) MDX
2 113 (20.85%) .NET
3 40 (7.38%) XML
4 22 (4.06%) Web Services
5 16 (2.95%) XML Messaging
6 12 (2.21%) HTML
7 10 (1.85%) Oracle GoldenGate
7 10 (1.85%) XSD
8 8 (1.48%) .NET Framework
8 8 (1.48%) REST
8 8 (1.48%) SOAP
8 8 (1.48%) WSDL
9 6 (1.11%) CSS
9 6 (1.11%) J2EE
9 6 (1.11%) JSP
10 3 (0.55%) JSON
11 2 (0.37%) Kafka
11 2 (0.37%) PySpark
11 2 (0.37%) XSLT
12 1 (0.18%) Apache Avro
Miscellaneous
1 41 (7.56%) Greenfield Project
2 39 (7.20%) Analytical Skills
3 32 (5.90%) Computer Science
4 21 (3.87%) Replication
5 14 (2.58%) Management Information System
6 9 (1.66%) Data Structures
6 9 (1.66%) Semantic Web
6 9 (1.66%) User Experience
7 8 (1.48%) Foreign Exchange (FX)
8 6 (1.11%) Clustering
8 6 (1.11%) Fintech
9 3 (0.55%) Spread Betting
10 2 (0.37%) Reinsurance
11 1 (0.18%) Online Games
Operating Systems
1 9 (1.66%) Windows
2 6 (1.11%) Linux
2 6 (1.11%) Red Hat Enterprise Linux
2 6 (1.11%) Unix
3 2 (0.37%) Windows Server
Processes & Methodologies
1 418 (77.12%) Business Intelligence
2 329 (60.70%) ETL
3 171 (31.55%) Agile Software Development
4 162 (29.89%) Data Modelling
5 125 (23.06%) Dimensional Modelling
6 86 (15.87%) Analytics
7 61 (11.25%) Inmon Methodology
8 59 (10.89%) Performance Tuning
9 57 (10.52%) Scrum
10 53 (9.78%) Data Architecture
11 51 (9.41%) ETL Development
12 45 (8.30%) Visualisation
13 44 (8.12%) Data Management
14 37 (6.83%) Data Visualisation
14 37 (6.83%) Mentoring
15 36 (6.64%) Waterfall
16 32 (5.90%) Migration
17 29 (5.35%) Stakeholder Management
18 25 (4.61%) CRM
18 25 (4.61%) ITIL
Programming Languages
1 439 (81.00%) SQL
2 259 (47.79%) T-SQL
3 88 (16.24%) C#
4 75 (13.84%) Data Analysis Expressions (DAX)
5 66 (12.18%) PL/SQL
6 31 (5.72%) Java
7 15 (2.77%) VB
8 11 (2.03%) Python
9 10 (1.85%) C
9 10 (1.85%) VB.NET
10 6 (1.11%) JavaScript
11 4 (0.74%) R
11 4 (0.74%) VBA
12 3 (0.55%) PowerShell
Qualifications
1 79 (14.58%) Degree
2 37 (6.83%) Microsoft Certification
3 21 (3.87%) Computer Science Degree
4 4 (0.74%) SC Cleared
4 4 (0.74%) Security Cleared
5 3 (0.55%) MCP
5 3 (0.55%) Numerate Degree
6 2 (0.37%) CCA
6 2 (0.37%) Citrix Certification
6 2 (0.37%) MCSA
6 2 (0.37%) MCSD
6 2 (0.37%) MCSE
7 1 (0.18%) MCITP
Quality Assurance & Compliance
1 52 (9.59%) Data Quality
2 15 (2.77%) QA
3 5 (0.92%) SLA
4 4 (0.74%) MiFID
5 3 (0.55%) IFRS
5 3 (0.55%) IFRS 9
5 3 (0.55%) SNOMED CT
Systems Management
1 3 (0.55%) Oozie
2 2 (0.37%) Failover Clustering
2 2 (0.37%) Perfmon
Vendors
1 284 (52.40%) Microsoft
2 139 (25.65%) Oracle
3 108 (19.93%) Tableau
4 52 (9.59%) Informatica
5 44 (8.12%) Cognos
6 35 (6.46%) SAP
7 24 (4.43%) Talend
8 19 (3.51%) Alteryx
9 17 (3.14%) Salesforce.com
10 12 (2.21%) Sitecore
11 8 (1.48%) Callidus
11 8 (1.48%) Guidewire
12 7 (1.29%) Cognizant
12 7 (1.29%) Jaspersoft
13 6 (1.11%) Dell
13 6 (1.11%) Logi
13 6 (1.11%) Logi Analytics
13 6 (1.11%) RedGate
14 3 (0.55%) Cloudera
14 3 (0.55%) Splunk
Bristol, Avon
Sanderson
Salary: £60000 - £75000 per annum
Posted: 2 hours ago
London
Harris Global
Salary: Up to £65,000 per annum
Posted: 47 minutes ago
Swansea, West Glamorgan
Resource Group
Salary: £55,000-£65,000 + Benefits & Pension
Posted: 21 hours ago
Weybridge
Nigel Frank International
Salary: £55000 per annum
Posted: Yesterday
Bingley, West Yorkshire
Erin Associates
Salary: From £35,000 to £40,000 per annum
Posted: 21 hours ago
Wakefield
Nigel Frank International
Salary: £28000 - £35000 per annum
Posted: 2 days ago
Essex
Nigel Frank International
Salary: £30000 - £45000 per annum + Health, Benefits
Posted: 3 days ago
Leeds
Nigel Frank International
Salary: £30000 - £35000 per annum + company benefits
Posted: 3 days ago
North London
Understanding Recruitment
Salary: £42000 - £46000 per annum + Benefits
Posted: 3 days ago
London
Nigel Frank International
Salary: £55000 - £65000 per annum
Posted: 3 days ago
Manchester
Nigel Frank International
Salary: £50000 - £65000 per annum + company benefits
Posted: 3 days ago
London
Mint
Salary: £36000 - £45000 per annum + benefits
Posted: Yesterday
Kingston Upon Thames, Surrey
Austin Fraser
Salary: £45000 - £55000 per annum + Depending on experience
Posted: 6 days ago
London
Venturi
Salary: £45000.00 - £55000.00 per annum + Bonus & Benefits
Posted: 3 days ago
Manchester, Lancashire
Car finance 247
Salary: £40000 - £42500 per annum + benefits
Posted: 7 days ago
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £40000 - £45000 per annum + bonus + on site gym + free parking
Posted: 5 days ago
Colchester
Nigel Frank International
Salary: £35000 - £45000 per annum + Benefits
Posted: 9 days ago
Leeds, West Yorkshire
The Bridge Ltd
Salary: From £35,000 to £42,000 per annum Pension, Healthcare
Posted: 5 days ago
Surrey
Venturi
Salary: £40000.00 - £50000.00 per annum + Bonus & Benefits
Posted: 4 days ago
London
Hitachi Consulting UK
Salary: From £65,000 to £70,000 per annum
Posted: 6 days ago
Lichfield, Staffordshire
Computer People
Salary: £30000.00 - £40000.00 per annum
Posted: 6 days ago
Salford, Lancashire
Premier IT
Posted: 6 days ago
Colchester
Nigel Frank International
Salary: £30000 - £40000 per annum + Benefits, Pension
Posted: 14 days ago
Bath
People Source Consulting
Salary: £37000 - £43000 per annum
Posted: 17 days ago
Southampton, Hampshire
Red Funnel Group
Salary: £44,000 per annum including annual bonus and great benefits scheme
Posted: 20 days ago
City, London
Charles Taylor plc
Salary: Market related
Posted: 13 days ago
Coventry, West Midlands (County)
The Coventry Building Society
Salary: £51,220 - 76,830 per year + Benefits
Posted: 23 days ago
East London
Cognizant
Salary: Competitive
Posted: 9 days ago
Slough
Interquest - Korus Group - Brighton
Salary: £70000 - £80000 per annum
Posted: 24 days ago