Physical Data Model Contracts in the UK excluding London

Physical Data Model
UK > UK excluding London

The following table provides summary statistics for contract job vacancies advertised in the UK excluding London with a requirement for Physical Data Model skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Physical Data Model over the 6 months to 10 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
10 May 2024
Same period 2023 Same period 2022
Rank 376 419 460
Rank change year-on-year +43 +41 -65
Contract jobs citing Physical Data Model 18 32 47
As % of all contract jobs advertised in the UK excluding London 0.088% 0.14% 0.15%
As % of the Processes & Methodologies category 0.10% 0.15% 0.17%
Number of daily rates quoted 13 15 33
10th Percentile £413 £429 £427
25th Percentile £450 £480 £469
Median daily rate (50th Percentile) £525 £500 £575
Median % change year-on-year +5.00% -13.04% +21.05%
75th Percentile £725 £644 £700
90th Percentile £737 £763 £775
UK median daily rate £600 £650 £650
% change year-on-year -7.69% - +18.18%
Number of hourly rates quoted 1 0 0
10th Percentile - - -
25th Percentile £66.25 - -
Median hourly rate £67.50 - -
75th Percentile £68.75 - -
90th Percentile - - -
UK median hourly rate £67.50 - -

All Process and Methodology Skills
UK excluding London

Physical Data Model 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 the UK excluding London with a requirement for process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 17,292 20,943 27,025
As % of all contract IT jobs advertised in the UK excluding London 84.44% 89.50% 88.98%
Number of daily rates quoted 10,311 14,478 18,837
10th Percentile £250 £256 £235
25th Percentile £379 £400 £386
Median daily rate (50th Percentile) £500 £500 £475
Median % change year-on-year - +5.26% +8.57%
75th Percentile £600 £600 £575
90th Percentile £688 £688 £651
UK median daily rate £525 £550 £530
% change year-on-year -4.55% +3.77% +8.72%
Number of hourly rates quoted 2,056 1,286 1,344
10th Percentile £12.32 £11.00 £12.25
25th Percentile £15.25 £15.39 £14.21
Median hourly rate £38.06 £35.00 £20.00
Median % change year-on-year +8.74% +75.00% -6.98%
75th Percentile £61.26 £65.00 £46.88
90th Percentile £72.90 £73.65 £61.15
UK median hourly rate £36.50 £36.25 £25.68
% change year-on-year +0.69% +41.16% +4.82%

Physical Data Model
Job Vacancy Trend in the UK excluding London

Job postings citing Physical Data Model as a proportion of all IT jobs advertised in the UK excluding London.

Job vacancy trend for Physical Data Model in the UK excluding London

Physical Data Model
Contractor Daily Rate Trend in the UK excluding London

3-month moving average daily rate quoted in jobs citing Physical Data Model in the UK excluding London.

Daily rate trend for Physical Data Model in the UK excluding London

Physical Data Model
Daily Rate Histogram in the UK excluding London

Daily rate distribution for jobs citing Physical Data Model in the UK excluding London over the 6 months to 10 May 2024.

Daily rate histogram for Physical Data Model in the UK excluding London

Physical Data Model
Contractor Hourly Rate Trend in the UK excluding London

3-month moving average hourly rates quoted in jobs citing Physical Data Model in the UK excluding London.

Hourly rate trend for Physical Data Model in the UK excluding London

Physical Data Model
Contract Job Locations in the UK excluding London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Physical Data Model within the UK excluding London region over the 6 months to 10 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
North of England +39 11 £525 +9.38% 1
North West +33 11 £525 +16.67% 1
South West +16 3 £488 -34.78% 1
South East +13 3 £425 -17.07% 3
Scotland +35 1 £715 +66.28%
Midlands +25 1 £425 -24.44% 1
East of England +13 1 £575 +27.78%
East Midlands - 1 £425 -
Physical Data Model
UK

Physical Data Model
Co-occurring Skills and Capabilities in the UK excluding London 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 4 (22.22%) Apache Spark
2 2 (11.11%) Apache Airflow
3 1 (5.56%) Apache
Applications
1 2 (11.11%) MS Visio
2 1 (5.56%) Microsoft Excel
Cloud Services
1 2 (11.11%) dbt
1 2 (11.11%) GCP
1 2 (11.11%) Snowflake
2 1 (5.56%) AWS
2 1 (5.56%) Azure
2 1 (5.56%) GitHub
2 1 (5.56%) GitHub Actions
2 1 (5.56%) Power Platform
Database & Business Intelligence
1 6 (33.33%) Big Data
1 6 (33.33%) Metadata
2 5 (27.78%) Data Warehouse
3 4 (22.22%) Data Lake
3 4 (22.22%) Hadoop
4 3 (16.67%) Apache Cassandra
4 3 (16.67%) HBase
4 3 (16.67%) MySQL
4 3 (16.67%) NoSQL
5 2 (11.11%) BigQuery
5 2 (11.11%) RDBMS
5 2 (11.11%) Relational Database
5 2 (11.11%) Snowflake Schema
5 2 (11.11%) Tableau
6 1 (5.56%) BusinessObjects
6 1 (5.56%) Data Vault
6 1 (5.56%) Microsoft Analysis Services
6 1 (5.56%) OLAP
6 1 (5.56%) Power BI
6 1 (5.56%) SQL Server
Development Applications
1 4 (22.22%) ERwin
General
1 6 (33.33%) Finance
2 5 (27.78%) Marketing
3 4 (22.22%) Electronics
3 4 (22.22%) Manufacturing
3 4 (22.22%) Public Sector
3 4 (22.22%) Retail
3 4 (22.22%) Telecoms
4 3 (16.67%) Social Skills
5 2 (11.11%) Analytical Skills
5 2 (11.11%) Pharmaceutical
6 1 (5.56%) Banking
Job Titles
1 8 (44.44%) Architect
1 8 (44.44%) Data Architect
2 6 (33.33%) Data Modeller
3 4 (22.22%) Data Engineer
3 4 (22.22%) Enterprise Architect
3 4 (22.22%) Enterprise Data Architect
4 3 (16.67%) Senior
4 3 (16.67%) Senior Data Engineer
5 1 (5.56%) Cassandra Engineer
5 1 (5.56%) Cloud Architect
5 1 (5.56%) GCP Architect
5 1 (5.56%) GCP Data Architect
5 1 (5.56%) Hadoop Engineer
5 1 (5.56%) Java Engineer
5 1 (5.56%) Python Data Engineer
5 1 (5.56%) Python Engineer
5 1 (5.56%) Senior Hadoop Engineer
5 1 (5.56%) Senior Java Engineer
Libraries, Frameworks & Software Standards
1 3 (16.67%) Kafka
Miscellaneous
1 4 (22.22%) Data Centre
1 4 (22.22%) Data Protection Act
1 4 (22.22%) Wiki
2 1 (5.56%) Legacy Systems
2 1 (5.56%) Onboarding
Processes & Methodologies
1 18 (100.00%) Data Modelling
2 10 (55.56%) Data Governance
2 10 (55.56%) Logical Data Model
3 8 (44.44%) Data Architecture
3 8 (44.44%) Data Strategy
4 7 (38.89%) Conceptual Models
5 6 (33.33%) Business Intelligence
6 5 (27.78%) Continuous Improvement
6 5 (27.78%) Data Ingestion
6 5 (27.78%) Data Management
6 5 (27.78%) Data Protection
6 5 (27.78%) ETL
7 4 (22.22%) Data Flow Diagram
7 4 (22.22%) Data Science
7 4 (22.22%) Digital Marketing
7 4 (22.22%) Domain Models
7 4 (22.22%) Master Data Management
7 4 (22.22%) Programme Management
8 3 (16.67%) Data Visualisation
8 3 (16.67%) Visualisation
Programming Languages
1 6 (33.33%) Python
1 6 (33.33%) SQL
2 3 (16.67%) Java
2 3 (16.67%) Scala
3 2 (11.11%) Perl
Qualifications
1 4 (22.22%) Degree
2 2 (11.11%) Master's Degree
2 2 (11.11%) SC Cleared
2 2 (11.11%) Security Cleared
3 1 (5.56%) DV Cleared
Quality Assurance & Compliance
1 10 (55.56%) Data Quality
2 4 (22.22%) GDPR
3 1 (5.56%) QA
Vendors
1 6 (33.33%) Sparx
2 4 (22.22%) SAP
3 2 (11.11%) Microsoft
4 1 (5.56%) Databricks
4 1 (5.56%) Google
4 1 (5.56%) Oracle