The table below looks at the statistics for Kimball Methodology skills in IT jobs advertised for the North West region. Included is a guide to the salaries offered in IT jobs that have cited Kimball Methodology over the 3 months to 11 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
11 Dec 2016
Same period 2015 Same period 2014
The Kimball Lifecycle
Rank 246 235 267
Rank change year-on-year
-11 +32
Permanent jobs citing Kimball Methodology 19 7 3
As % of all permanent IT jobs located in the North West 0.30% 0.12% 0.040%
As % of the Processes & Methodologies category 0.34% 0.13% 0.047%
Number of salaries quoted 19 6 3
Median salary £37,500 £49,298 £42,000
Median salary % change year-on-year
-23.93% +17.37%
90% offered a salary of more than £36,000 £41,250 £38,400
10% offered a salary of more than £38,500 £65,000 £42,400
UK excluding London median salary £47,750 £45,000 £52,500
% change year-on-year
+6.11% -14.28%
Kimball Methodology
England

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

Processes & Methodologies Category
North West
Permanent IT job ads with a match in the
Processes & Methodologies category
5516 5242 6422
As % of all permanent IT jobs located in the North West 88.14% 87.60% 86.57%
Number of salaries quoted 4629 4290 5515
Median salary £42,500 £40,000 £40,000
Median salary % change year-on-year
+6.25% -
90% offered a salary of more than £29,091 £28,000 £27,500
10% offered a salary of more than £60,000 £60,000 £60,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Kimball Methodology
Jobs Demand Trend in the North West

The demand trend of job ads across the North West region 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 North West

Kimball Methodology
Salary Trend in the North West

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

Kimball Methodology Salary Trend in the North West

Kimball Methodology
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Kimball Methodology within the North West region over the 3 months to 11 December 2016. 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
(Click see detailed
statistics and trends)
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
Manchester -15 11 £37,500 -31.81%
Cheshire +19 7 £36,000 -10.00% 3
Lancashire - 1 £47,500 -
Kimball Methodology
England

Kimball Methodology
Top 30 Related IT Skills in the North West

For the 6 months to 11 December 2016, 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 North West region with a requirement for Kimball Methodology.

1 48 (100.00%) SQL
2 42 (87.50%) Business Intelligence
3 40 (83.33%) Data Warehouse
4 38 (79.17%) ETL
5 31 (64.58%) SQL Server
5 31 (64.58%) SQL Server Integration Services
6 29 (60.42%) SQL Server Reporting Services
7 25 (52.08%) Data Modelling
8 24 (50.00%) SQL Server Analysis Services
9 18 (37.50%) Microsoft
10 17 (35.42%) T-SQL
11 15 (31.25%) Oracle
12 12 (25.00%) Oracle BI EE
12 12 (25.00%) Big Data
12 12 (25.00%) Oracle ODI
13 11 (22.92%) Agile Software Development
13 11 (22.92%) Finance
14 10 (20.83%) Star Schema
14 10 (20.83%) Analytical Skills
14 10 (20.83%) SQL Server 2014
15 9 (18.75%) Power BI
15 9 (18.75%) Analytics
15 9 (18.75%) MS Excel
15 9 (18.75%) PL/SQL
15 9 (18.75%) VBA
15 9 (18.75%) OLAP
15 9 (18.75%) Essbase
16 8 (16.67%) Scrum
16 8 (16.67%) Visual Studio
16 8 (16.67%) Oracle Reports

Kimball Methodology
Top Related IT Skills in the North West 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 2 (4.17%) Oracle SOA Suite
1 2 (4.17%) SharePoint
2 1 (2.08%) Apache Pig
Applications
1 9 (18.75%) MS Excel
Business Applications
1 1 (2.08%) Dynamics NAV
1 1 (2.08%) Oracle Financials
Cloud Services
1 2 (4.17%) Amazon AWS
1 2 (4.17%) Google Analytics
2 1 (2.08%) Microsoft Azure
Communications & Networking
1 2 (4.17%) Firewall
Database & Business Intelligence
1 40 (83.33%) Data Warehouse
2 31 (64.58%) SQL Server
2 31 (64.58%) SQL Server Integration Services
3 29 (60.42%) SQL Server Reporting Services
4 24 (50.00%) SQL Server Analysis Services
5 12 (25.00%) Big Data
5 12 (25.00%) Oracle BI EE
5 12 (25.00%) Oracle ODI
6 10 (20.83%) SQL Server 2014
6 10 (20.83%) Star Schema
7 9 (18.75%) Essbase
7 9 (18.75%) OLAP
7 9 (18.75%) Power BI
8 8 (16.67%) Oracle Reports
8 8 (16.67%) Relational Database
8 8 (16.67%) Snowflake Schema
9 7 (14.58%) OLAP Cube
9 7 (14.58%) Oracle OLAP
9 7 (14.58%) QlikView
10 4 (8.33%) Hadoop
Development Applications
1 8 (16.67%) Visual Studio
2 1 (2.08%) ERwin
2 1 (2.08%) SQL Server Management Studio (SSMS)
2 1 (2.08%) Talend Open Studio
General
1 11 (22.92%) Finance
2 5 (10.42%) Manufacturing
3 3 (6.25%) Advertising
4 2 (4.17%) Banking
Job Titles
1 26 (54.17%) Developer
2 20 (41.67%) Business Intelligence Developer
3 15 (31.25%) Analyst
4 14 (29.17%) Business Intelligence Analyst
5 10 (20.83%) Oracle Developer
6 8 (16.67%) Oracle BI Developer
7 6 (12.50%) SQL Developer
7 6 (12.50%) SSIS Developer
8 5 (10.42%) SSRS Developer
9 4 (8.33%) SQL BI Developer
10 3 (6.25%) Business Intelligence Lead
10 3 (6.25%) Data Warehouse Developer
10 3 (6.25%) ETL Developer
11 2 (4.17%) Analytics Developer
11 2 (4.17%) Architect
11 2 (4.17%) Data Architect
11 2 (4.17%) Lead Developer
11 2 (4.17%) OBIEE Developer
11 2 (4.17%) Report Writer
11 2 (4.17%) SSIS Analyst
Libraries, Frameworks & Software Standards
1 5 (10.42%) MDX
2 2 (4.17%) .NET
2 2 (4.17%) ASP.NET
Miscellaneous
1 10 (20.83%) Analytical Skills
2 5 (10.42%) Life Science
2 5 (10.42%) Visualisation
3 3 (6.25%) Private Cloud
4 2 (4.17%) Data Integration
4 2 (4.17%) Management Information System
4 2 (4.17%) Taxonomies
5 1 (2.08%) Data Extraction
Processes & Methodologies
1 42 (87.50%) Business Intelligence
2 38 (79.17%) ETL
3 25 (52.08%) Data Modelling
4 11 (22.92%) Agile Software Development
5 9 (18.75%) Analytics
6 8 (16.67%) Performance Tuning
6 8 (16.67%) Scrum
7 7 (14.58%) Translating Business Requirements
8 5 (10.42%) Data Visualisation
9 4 (8.33%) ETL Development
9 4 (8.33%) Inmon Methodology
10 3 (6.25%) Data Architecture
10 3 (6.25%) Mentoring
10 3 (6.25%) Open Source
10 3 (6.25%) Predictive Analytics
11 2 (4.17%) Business Analysis
11 2 (4.17%) Continuous Improvement
11 2 (4.17%) Data Analytics
11 2 (4.17%) Process Improvement
11 2 (4.17%) Web Analytics
Programming Languages
1 48 (100.00%) SQL
2 17 (35.42%) T-SQL
3 9 (18.75%) PL/SQL
3 9 (18.75%) VBA
4 3 (6.25%) R
5 2 (4.17%) C
5 2 (4.17%) Data Analysis Expressions (DAX)
6 1 (2.08%) Java
6 1 (2.08%) Python
Qualifications
1 1 (2.08%) Oracle Certification
1 1 (2.08%) PRINCE2 Certification
Quality Assurance & Compliance
1 3 (6.25%) Data Quality
2 2 (4.17%) COBIT
Vendors
1 18 (37.50%) Microsoft
2 15 (31.25%) Oracle
3 5 (10.42%) Cognos
4 3 (6.25%) Tableau
5 2 (4.17%) Google
5 2 (4.17%) Informatica
5 2 (4.17%) Teradata
6 1 (2.08%) Alteryx
6 1 (2.08%) Talend
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