Period
to 19 September 2018

The following table provides summary statistics for permanent job vacancies advertised in Leeds 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 6 months to 19 September 2018 with a comparison to the same period in the previous 2 years.

The Kimball Lifecycle
6 months to
19 Sep 2018
Same period 2017 Same period 2016
Rank 191 203 214
Rank change year-on-year +12 +11 +27
Permanent jobs citing Kimball Methodology 4 25 25
As % of all permanent IT jobs advertised in Leeds 0.096% 0.50% 0.45%
As % of the Processes & Methodologies category 0.10% 0.54% 0.48%
Number of salaries quoted 0 25 13
Leeds median annual salary - £42,500 £42,500
West Yorkshire median annual salary £55,000 £42,500 £45,000
% change year-on-year +29.41% -5.56% -

Kimball Methodology is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Leeds with a requirement for process or methodology skills.

All Process and Methodology Skills
Leeds
Permanent vacancies with a requirement for process or methodology skills 3,828 4,657 5,177
As % of all permanent IT jobs advertised in Leeds 91.58% 93.78% 93.40%
Number of salaries quoted 3,203 3,908 4,273
Leeds median annual salary £45,000 £45,000 £42,000
Median salary % change year-on-year - +7.14% -1.18%
10th Percentile £27,500 £27,000 £26,250
90th Percentile £65,000 £63,750 £62,500
West Yorkshire median annual salary £45,000 £42,500 £42,000
% change year-on-year +5.88% +1.19% +5.00%

Kimball Methodology
Job Vacancy Trend in Leeds

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

Job vacancy trend for Kimball Methodology in Leeds

Kimball Methodology
Salary Trend in Leeds

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

Salary trend for Kimball Methodology in Leeds

For the 6 months to 19 September 2018, IT jobs citing Kimball Methodology also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Leeds region with a requirement for Kimball Methodology.

1 4 (100.00%) OLAP
1 4 (100.00%) SOAP
1 4 (100.00%) XML
1 4 (100.00%) XSD
1 4 (100.00%) UML
1 4 (100.00%) Data Warehouse
1 4 (100.00%) Data Modelling
1 4 (100.00%) ETL
1 4 (100.00%) Business Intelligence
1 4 (100.00%) MOLAP
1 4 (100.00%) ROLAP
1 4 (100.00%) Microsoft
1 4 (100.00%) Replication
1 4 (100.00%) Agile Software Development
1 4 (100.00%) TOGAF
1 4 (100.00%) Statistical Analysis
1 4 (100.00%) Enterprise Architecture
1 4 (100.00%) Taxonomies
1 4 (100.00%) JSON
1 4 (100.00%) Data Integration
1 4 (100.00%) Data Architecture
1 4 (100.00%) Market Research
1 4 (100.00%) Scala
1 4 (100.00%) Hadoop
1 4 (100.00%) Apache Hive
1 4 (100.00%) R
1 4 (100.00%) REST
1 4 (100.00%) MapReduce
1 4 (100.00%) HBase
1 4 (100.00%) Big Data

Kimball Methodology
Co-occurring IT Skills in Leeds 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:

Database & Business Intelligence
1 4 (100.00%) Apache Hive
1 4 (100.00%) Big Data
1 4 (100.00%) Data Lake
1 4 (100.00%) Data Warehouse
1 4 (100.00%) Hadoop
1 4 (100.00%) HBase
1 4 (100.00%) Impala
1 4 (100.00%) MOLAP
1 4 (100.00%) OLAP
1 4 (100.00%) ROLAP
1 4 (100.00%) Sqoop
Job Titles
1 4 (100.00%) Architect
1 4 (100.00%) Data Architect
1 4 (100.00%) Lead Architect
1 4 (100.00%) Lead Data Architect
Libraries, Frameworks & Software Standards
1 4 (100.00%) JSON
1 4 (100.00%) Kafka
1 4 (100.00%) REST
1 4 (100.00%) SOAP
1 4 (100.00%) XML
1 4 (100.00%) XSD
Miscellaneous
1 4 (100.00%) Replication
1 4 (100.00%) Taxonomies
Processes & Methodologies
1 4 (100.00%) Agile Software Development
1 4 (100.00%) Analytics
1 4 (100.00%) Business Intelligence
1 4 (100.00%) Change Data Capture
1 4 (100.00%) CRUD
1 4 (100.00%) Data Analytics
1 4 (100.00%) Data Architecture
1 4 (100.00%) Data Ingestion
1 4 (100.00%) Data Integration
1 4 (100.00%) Data Modelling
1 4 (100.00%) Data Science
1 4 (100.00%) Enterprise Architecture
1 4 (100.00%) ETL
1 4 (100.00%) MapReduce
1 4 (100.00%) Market Research
1 4 (100.00%) SDLC
1 4 (100.00%) Statistical Analysis
1 4 (100.00%) Target Operating Model
1 4 (100.00%) TOGAF
1 4 (100.00%) UML
Programming Languages
1 4 (100.00%) R
1 4 (100.00%) Scala
System Software
1 4 (100.00%) Apache Flume
1 4 (100.00%) HDFS
Systems Management
1 4 (100.00%) Oozie
Vendors
1 4 (100.00%) Microsoft