Kimball Methodology Contracts in England

The Kimball Lifecycle
UK > England

The following table provides summary statistics for contract job vacancies advertised in England with a requirement for Kimball Methodology skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Kimball Methodology over the 6 months to 31 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
31 May 2024
Same period 2023 Same period 2022
Rank 493 553 622
Rank change year-on-year +60 +69 -107
Contract jobs citing Kimball Methodology 50 85 159
As % of all contract jobs advertised in England 0.14% 0.18% 0.23%
As % of the Processes & Methodologies category 0.16% 0.20% 0.25%
Number of daily rates quoted 35 68 97
10th Percentile £400 £438 £420
25th Percentile £425 £490 £463
Median daily rate (50th Percentile) £550 £550 £550
Median % change year-on-year - - +11.39%
75th Percentile £644 £619 £650
90th Percentile £744 £700 £725
UK median daily rate £538 £550 £530
% change year-on-year -2.27% +3.77% +10.13%
Number of hourly rates quoted 0 2 1
Median hourly rate - £51.25 £45.00
Median % change year-on-year - +13.89% -
UK median hourly rate - £51.25 £45.00
% change year-on-year - +13.89% -

All Process and Methodology Skills
England

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

Contract vacancies with a requirement for process or methodology skills 31,587 42,714 64,087
As % of all contract IT jobs advertised in England 85.77% 89.96% 90.85%
Number of daily rates quoted 20,623 29,972 45,670
10th Percentile £300 £325 £335
25th Percentile £413 £445 £431
Median daily rate (50th Percentile) £525 £550 £543
Median % change year-on-year -4.55% +1.38% +8.50%
75th Percentile £650 £675 £650
90th Percentile £750 £767 £750
UK median daily rate £525 £550 £538
% change year-on-year -4.55% +2.33% +7.50%
Number of hourly rates quoted 2,317 1,513 1,726
10th Percentile £12.85 £10.63 £12.50
25th Percentile £16.00 £15.50 £15.25
Median hourly rate £37.50 £37.50 £25.00
Median % change year-on-year - +50.00% +11.11%
75th Percentile £61.30 £65.00 £49.25
90th Percentile £72.50 £75.00 £65.00
UK median hourly rate £36.50 £36.54 £25.68
% change year-on-year -0.11% +42.29% +9.46%

Kimball Methodology
Job Vacancy Trend in England

Job postings citing Kimball Methodology as a proportion of all IT jobs advertised in England.

Job vacancy trend for Kimball Methodology in England

Kimball Methodology
Contractor Daily Rate Trend in England

3-month moving average daily rate quoted in jobs citing Kimball Methodology in England.

Daily rate trend for Kimball Methodology in England

Kimball Methodology
Daily Rate Histogram in England

Daily rate distribution for jobs citing Kimball Methodology in England over the 6 months to 31 May 2024.

Daily rate histogram for Kimball Methodology in England

Kimball Methodology
Contractor Hourly Rate Trend in England

3-month moving average hourly rates quoted in jobs citing Kimball Methodology in England.

Hourly rate trend for Kimball Methodology in England

Kimball Methodology
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Kimball Methodology within the England region over the 6 months to 31 May 2024. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
London +64 33 £575 +6.98% 18
South West +16 8 £450 - 1
South East +11 7 £700 +27.27% 1
North of England +14 1 £650 - 3
North West +10 1 £650 - 2
Kimball Methodology
UK

Kimball Methodology
Co-occurring Skills and Capabilities in England by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 8 (16.00%) Apache Spark
2 6 (12.00%) Apache
3 1 (2.00%) Apache Airflow
Business Applications
1 2 (4.00%) Dynamics CRM
2 1 (2.00%) Workday HCM
Cloud Services
1 21 (42.00%) Azure
2 14 (28.00%) Power Platform
3 12 (24.00%) Azure Data Factory
3 12 (24.00%) Azure Synapse Analytics
4 6 (12.00%) AWS
5 4 (8.00%) Azure Monitor
5 4 (8.00%) Snowflake
6 3 (6.00%) Amazon Neptune
6 3 (6.00%) Amazon S3
6 3 (6.00%) AWS Lambda
6 3 (6.00%) AWS Step Functions
6 3 (6.00%) Azure Logic Apps
6 3 (6.00%) GCP
6 3 (6.00%) Serverless
7 2 (4.00%) Azure DevOps
8 1 (2.00%) Amazon Kinesis
8 1 (2.00%) Dynamics 365
8 1 (2.00%) IaaS
8 1 (2.00%) Matillion
8 1 (2.00%) PowerApps
Database & Business Intelligence
1 29 (58.00%) Data Warehouse
2 16 (32.00%) SQL Server
3 15 (30.00%) Data Lake
4 14 (28.00%) Power BI
4 14 (28.00%) Star Schema
5 11 (22.00%) SQL Server Integration Services
6 9 (18.00%) Big Data
7 8 (16.00%) Azure SQL Database
8 7 (14.00%) BusinessObjects Business Intelligence
8 7 (14.00%) Geospatial Data
8 7 (14.00%) NoSQL
8 7 (14.00%) Parquet
8 7 (14.00%) Snowflake Schema
9 6 (12.00%) SQL Server Reporting Services
10 5 (10.00%) Relational Database
11 4 (8.00%) SQL Server Analysis Services
12 3 (6.00%) Amazon Athena
12 3 (6.00%) Amazon Redshift
12 3 (6.00%) Microsoft Analysis Services
12 3 (6.00%) Tableau
Development Applications
1 7 (14.00%) ERwin
2 4 (8.00%) Deequ
3 2 (4.00%) JIRA
3 2 (4.00%) kappa
3 2 (4.00%) Zephyr
4 1 (2.00%) Git
General
1 9 (18.00%) Social Skills
2 4 (8.00%) Public Sector
3 3 (6.00%) Publishing
3 3 (6.00%) Retail
4 2 (4.00%) Finance
4 2 (4.00%) Marketing
5 1 (2.00%) Analytical Skills
5 1 (2.00%) Banking
Job Titles
1 15 (30.00%) Data Engineer
2 12 (24.00%) Architect
3 11 (22.00%) Data Architect
4 9 (18.00%) Developer
5 8 (16.00%) Data Modeller
6 7 (14.00%) Azure Engineer
7 6 (12.00%) Analyst
7 6 (12.00%) Azure Data Engineer
7 6 (12.00%) Business Analyst
7 6 (12.00%) Technical Analyst
7 6 (12.00%) Technical Business Analyst
8 4 (8.00%) Business Intelligence Developer
8 4 (8.00%) Senior
8 4 (8.00%) Senior Architect
8 4 (8.00%) Senior Data Architect
9 3 (6.00%) Data Analytics Architect
9 3 (6.00%) ETL Developer
9 3 (6.00%) Lead
9 3 (6.00%) Lead Data Engineer
9 3 (6.00%) SQL Developer
Libraries, Frameworks & Software Standards
1 14 (28.00%) PySpark
2 9 (18.00%) XML
3 7 (14.00%) Apache Avro
4 5 (10.00%) JSON
4 5 (10.00%) JSON Schema
5 4 (8.00%) ARM Templates
5 4 (8.00%) Great Expectations
6 3 (6.00%) pytest
7 1 (2.00%) Kafka
7 1 (2.00%) Middleware
7 1 (2.00%) SOAP
7 1 (2.00%) YAML
Miscellaneous
1 4 (8.00%) Data Protection Act
1 4 (8.00%) Freedom of Information
1 4 (8.00%) Freedom of Information Act
1 4 (8.00%) Management Information System
2 3 (6.00%) Data Structures
2 3 (6.00%) Virtual Team
3 1 (2.00%) Greenfield Project
3 1 (2.00%) IoT
3 1 (2.00%) Product Ownership
3 1 (2.00%) Reference Data
Operating Systems
1 1 (2.00%) VMS
Processes & Methodologies
1 37 (74.00%) Data Modelling
2 20 (40.00%) Analytics
3 19 (38.00%) Agile
3 19 (38.00%) Business Intelligence
4 16 (32.00%) ETL
5 14 (28.00%) Scrum
6 13 (26.00%) Migration
7 11 (22.00%) Data Analysis
8 9 (18.00%) Data Design
8 9 (18.00%) Dimensional Modelling
8 9 (18.00%) Inmon Methodology
8 9 (18.00%) Kanban
9 8 (16.00%) CI/CD
10 7 (14.00%) Data Migration
10 7 (14.00%) Data Pipeline
10 7 (14.00%) Physical Data Model
10 7 (14.00%) Project Management
11 6 (12.00%) Continuous Integration
11 6 (12.00%) Data Integration
11 6 (12.00%) Data Mapping
Programming Languages
1 34 (68.00%) SQL
2 17 (34.00%) Python
3 8 (16.00%) T-SQL
4 7 (14.00%) PL/SQL
4 7 (14.00%) Scala
4 7 (14.00%) XPath
4 7 (14.00%) XQuery
5 3 (6.00%) C#
6 2 (4.00%) Java
6 2 (4.00%) PowerShell
7 1 (2.00%) Data Analysis Expressions
7 1 (2.00%) Gremlin
Qualifications
1 10 (20.00%) Security Cleared
2 5 (10.00%) Degree
3 3 (6.00%) SC Cleared
Quality Assurance & Compliance
1 17 (34.00%) Data Quality
Systems Management
1 3 (6.00%) Terraform
2 1 (2.00%) Control-M
2 1 (2.00%) Ganglia
Vendors
1 18 (36.00%) Databricks
2 11 (22.00%) Oracle
3 8 (16.00%) SAP
4 6 (12.00%) Informatica
5 4 (8.00%) Microsoft
6 1 (2.00%) BMC
6 1 (2.00%) Facebook
6 1 (2.00%) Salesforce
6 1 (2.00%) Twitter
6 1 (2.00%) Workday