Kimball Methodology Contracts

The Kimball Lifecycle
UK

The following table provides summary statistics for contract job vacancies 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 25 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
25 Apr 2024
Same period 2023 Same period 2022
Rank 534 619 622
Rank change year-on-year +85 +3 -76
Contract jobs citing Kimball Methodology 52 103 210
As % of all contract jobs advertised in the UK 0.12% 0.17% 0.24%
As % of the Processes & Methodologies category 0.14% 0.19% 0.26%
Number of daily rates quoted 37 80 125
10th Percentile £400 £434 £404
25th Percentile £425 £475 £463
Median daily rate (50th Percentile) £513 £538 £525
Median % change year-on-year -4.65% +2.38% +2.44%
75th Percentile £588 £619 £619
90th Percentile £744 £703 £694
UK excluding London median daily rate £475 £588 £515
% change year-on-year -19.15% +14.08% +14.44%
Number of hourly rates quoted 0 2 0
Median hourly rate - £51.25 -
UK excluding London median hourly rate - £50.00 -

All Process and Methodology Skills
UK

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 with a requirement for process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 37,653 53,977 80,244
As % of all contract IT jobs advertised in the UK 86.28% 89.91% 90.57%
Number of daily rates quoted 24,313 37,392 56,301
10th Percentile £300 £325 £340
25th Percentile £413 £438 £425
Median daily rate (50th Percentile) £525 £550 £525
Median % change year-on-year -4.55% +4.76% +8.25%
75th Percentile £638 £650 £638
90th Percentile £750 £750 £738
UK excluding London median daily rate £500 £500 £475
% change year-on-year - +5.26% +9.83%
Number of hourly rates quoted 2,429 1,779 1,937
10th Percentile £12.75 £11.00 £12.50
25th Percentile £16.00 £16.54 £15.25
Median hourly rate £35.00 £37.50 £25.00
Median % change year-on-year -6.67% +50.00% -
75th Percentile £59.44 £65.00 £49.25
90th Percentile £72.50 £75.00 £63.75
UK excluding London median hourly rate £35.98 £35.90 £20.00
% change year-on-year +0.21% +79.50% -8.09%

Kimball Methodology
Job Vacancy Trend

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

Job vacancy trend for Kimball Methodology in the UK

Kimball Methodology
Contractor Daily Rate Trend

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

Daily rate trend for Kimball Methodology in the UK

Kimball Methodology
Daily Rate Histogram

Daily rate distribution for jobs citing Kimball Methodology over the 6 months to 25 April 2024.

Daily rate histogram for Kimball Methodology in the UK

Kimball Methodology
Contractor Hourly Rate Trend

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

Hourly rate trend for Kimball Methodology in the UK

Kimball Methodology
Top 10 Contract Locations

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 UK over the 6 months to 25 April 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
England +77 49 £506 -5.81% 33
London +68 28 £550 +2.33% 24
UK excluding London +61 20 £475 -19.15% 10
Work from Home +99 13 £525 +5.00% 16
South West +29 8 £450 - 3
South East +13 7 £700 +27.27% 1
Midlands +23 3 £513 -21.15% 1
East Midlands +20 3 £513 -
Scotland +22 1 £525 -4.55%
East of England +10 1 £475 -5.00% 1

Kimball Methodology
Co-occurring Skills and Capabilities 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 5 (9.62%) Apache Spark
2 3 (5.77%) Apache
3 1 (1.92%) Apache Airflow
Applications
1 1 (1.92%) Microsoft Office
1 1 (1.92%) MS Visio
Business Applications
1 2 (3.85%) Dynamics CRM
2 1 (1.92%) Oracle Utilities
Cloud Services
1 17 (32.69%) Azure
2 16 (30.77%) Power Platform
3 11 (21.15%) AWS
4 9 (17.31%) Azure Synapse Analytics
5 8 (15.38%) Snowflake
6 7 (13.46%) Azure Data Factory
7 3 (5.77%) Amazon Neptune
7 3 (5.77%) Amazon S3
7 3 (5.77%) AWS Lambda
7 3 (5.77%) AWS Step Functions
7 3 (5.77%) Azure Monitor
7 3 (5.77%) GCP
7 3 (5.77%) Serverless
8 2 (3.85%) Azure DevOps
8 2 (3.85%) PaaS
9 1 (1.92%) Amazon Kinesis
9 1 (1.92%) Azure Machine Learning
9 1 (1.92%) Dynamics 365
9 1 (1.92%) IaaS
9 1 (1.92%) SaaS
Database & Business Intelligence
1 34 (65.38%) Data Warehouse
2 18 (34.62%) SQL Server
3 16 (30.77%) Power BI
4 15 (28.85%) Star Schema
5 14 (26.92%) Data Lake
6 13 (25.00%) SQL Server Integration Services
7 11 (21.15%) Big Data
8 7 (13.46%) BusinessObjects Business Intelligence
8 7 (13.46%) Geospatial Data
8 7 (13.46%) SQL Server Reporting Services
9 5 (9.62%) Azure SQL Database
9 5 (9.62%) Parquet
9 5 (9.62%) Relational Database
9 5 (9.62%) Snowflake Schema
9 5 (9.62%) SQL Server Analysis Services
10 4 (7.69%) NoSQL
10 4 (7.69%) Pentaho
10 4 (7.69%) Semantic Layer
11 3 (5.77%) Microsoft Analysis Services
11 3 (5.77%) Tableau
Development Applications
1 7 (13.46%) ERwin
2 3 (5.77%) Deequ
2 3 (5.77%) JIRA
3 2 (3.85%) kappa
3 2 (3.85%) Zephyr
General
1 6 (11.54%) Social Skills
2 5 (9.62%) Analytical Skills
3 4 (7.69%) Public Sector
4 3 (5.77%) Publishing
4 3 (5.77%) Retail
5 2 (3.85%) Finance
5 2 (3.85%) Marketing
6 1 (1.92%) Banking
Job Titles
1 16 (30.77%) Data Engineer
2 12 (23.08%) Architect
3 11 (21.15%) Data Architect
3 11 (21.15%) Developer
4 6 (11.54%) Analyst
4 6 (11.54%) Business Analyst
5 5 (9.62%) Business Intelligence Developer
5 5 (9.62%) Data Modeller
5 5 (9.62%) Technical Analyst
5 5 (9.62%) Technical Business Analyst
6 4 (7.69%) Azure Engineer
6 4 (7.69%) Consultant
6 4 (7.69%) Data Consultant
6 4 (7.69%) Senior
6 4 (7.69%) Senior Architect
6 4 (7.69%) Senior Data Architect
7 3 (5.77%) Data Integration Consultant
7 3 (5.77%) Informatica Consultant
7 3 (5.77%) Lead
7 3 (5.77%) Lead Data Engineer
Libraries, Frameworks & Software Standards
1 11 (21.15%) XML
2 8 (15.38%) PySpark
3 5 (9.62%) Apache Avro
3 5 (9.62%) JSON
4 4 (7.69%) JSON Schema
5 3 (5.77%) ARM Templates
5 3 (5.77%) Great Expectations
6 1 (1.92%) Kafka
6 1 (1.92%) Middleware
6 1 (1.92%) Oracle GoldenGate
6 1 (1.92%) pytest
6 1 (1.92%) SOAP
6 1 (1.92%) YAML
Miscellaneous
1 4 (7.69%) Data Protection Act
1 4 (7.69%) Data Structures
1 4 (7.69%) Freedom of Information
1 4 (7.69%) Freedom of Information Act
1 4 (7.69%) Management Information System
2 3 (5.77%) Virtual Team
3 2 (3.85%) Greenfield Project
4 1 (1.92%) IoT
4 1 (1.92%) Product Ownership
4 1 (1.92%) Reference Data
Operating Systems
1 1 (1.92%) Linux
1 1 (1.92%) VMS
Processes & Methodologies
1 31 (59.62%) Data Modelling
2 27 (51.92%) Business Intelligence
3 25 (48.08%) ETL
4 18 (34.62%) Agile
5 17 (32.69%) Analytics
6 13 (25.00%) Data Analysis
6 13 (25.00%) Dimensional Modelling
7 12 (23.08%) Scrum
8 11 (21.15%) Data Engineering
8 11 (21.15%) Data Integration
8 11 (21.15%) Migration
9 9 (17.31%) Inmon Methodology
9 9 (17.31%) Kanban
10 8 (15.38%) Project Management
11 6 (11.54%) Data Design
12 5 (9.62%) CI/CD
12 5 (9.62%) Computer Science
12 5 (9.62%) Data Architecture
12 5 (9.62%) Master Data Management
12 5 (9.62%) Requirements Gathering
Programming Languages
1 33 (63.46%) SQL
2 15 (28.85%) Python
3 8 (15.38%) PL/SQL
4 7 (13.46%) Scala
4 7 (13.46%) XPath
4 7 (13.46%) XQuery
5 5 (9.62%) T-SQL
6 4 (7.69%) Java
7 3 (5.77%) C#
8 2 (3.85%) Data Analysis Expressions
9 1 (1.92%) Gremlin
9 1 (1.92%) Jython
9 1 (1.92%) Shell Script
9 1 (1.92%) Tcl
Qualifications
1 12 (23.08%) Security Cleared
2 5 (9.62%) SC Cleared
3 4 (7.69%) Degree
Quality Assurance & Compliance
1 12 (23.08%) Data Quality
Systems Management
1 1 (1.92%) Control-M
1 1 (1.92%) Ganglia
1 1 (1.92%) Terraform
Vendors
1 15 (28.85%) Oracle
2 13 (25.00%) Databricks
3 11 (21.15%) Informatica
4 10 (19.23%) SAP
5 6 (11.54%) Microsoft
6 4 (7.69%) Talend
7 1 (1.92%) BMC
7 1 (1.92%) Facebook
7 1 (1.92%) JDA
7 1 (1.92%) Twitter