Physical Data Model Contracts in the UK excluding London

Physical Data Model
UK > UK excluding London

The table below provides summary statistics for contract job vacancies advertised in the UK excluding London requiring Physical Data Model skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Physical Data Model over the 6 months leading up to 12 June 2024, comparing them to the same period in the previous two years.

6 months to
12 Jun 2024
Same period 2023 Same period 2022
Rank 387 397 461
Rank change year-on-year +10 +64 -52
Contract jobs citing Physical Data Model 14 33 43
As % of all contract jobs advertised in the UK excluding London 0.066% 0.15% 0.14%
As % of the Processes & Methodologies category 0.079% 0.16% 0.16%
Number of daily rates quoted 10 14 29
10th Percentile - £426 £425
25th Percentile £413 £480 £525
Median daily rate (50th Percentile) £485 £513 £575
Median % change year-on-year -5.37% -10.87% +21.05%
75th Percentile £536 £647 £700
90th Percentile £589 £766 £775
UK median daily rate £575 £650 £675
% change year-on-year -11.54% -3.70% +22.73%
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 falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring process or methodology skills in the UK excluding London.

Contract vacancies with a requirement for process or methodology skills 17,630 20,207 27,140
As % of all contract IT jobs advertised in the UK excluding London 82.67% 89.05% 89.30%
Number of daily rates quoted 10,358 13,864 18,970
10th Percentile £250 £260 £246
25th Percentile £375 £400 £400
Median daily rate (50th Percentile) £500 £500 £490
Median % change year-on-year - +2.04% +8.89%
75th Percentile £600 £600 £586
90th Percentile £688 £694 £663
UK median daily rate £525 £550 £538
% change year-on-year -4.55% +2.33% +7.50%
Number of hourly rates quoted 2,185 1,244 1,334
10th Percentile £12.50 £10.90 £12.49
25th Percentile £15.48 £15.21 £14.25
Median hourly rate £38.12 £34.90 £21.00
Median % change year-on-year +9.23% +66.18% -
75th Percentile £61.30 £63.75 £47.96
90th Percentile £72.90 £75.00 £63.60
UK median hourly rate £37.00 £35.65 £26.00
% change year-on-year +3.79% +37.12% +13.04%

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 12 June 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 12 June 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 West +21 7 £523 +16.11% 2
North of England +19 7 £523 +12.37% 3
South East +8 4 £425 -17.07% 3
South West 0 3 £488 -34.78%
Midlands +16 1 £425 -24.44% 1
East of England +3 1 £575 +27.78% 2
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 3 (21.43%) Apache Spark
2 1 (7.14%) Apache
2 1 (7.14%) Apache Airflow
Applications
1 2 (14.29%) MS Visio
2 1 (7.14%) Microsoft Excel
Cloud Services
1 3 (21.43%) dbt
2 2 (14.29%) Snowflake
3 1 (7.14%) AWS
3 1 (7.14%) Azure
3 1 (7.14%) GCP
3 1 (7.14%) GitHub
3 1 (7.14%) GitHub Actions
3 1 (7.14%) Power Platform
Database & Business Intelligence
1 6 (42.86%) Big Data
1 6 (42.86%) Data Warehouse
2 5 (35.71%) Data Lake
3 3 (21.43%) Apache Cassandra
3 3 (21.43%) Hadoop
3 3 (21.43%) HBase
3 3 (21.43%) MySQL
3 3 (21.43%) NoSQL
3 3 (21.43%) Snowflake Schema
4 2 (14.29%) Metadata
4 2 (14.29%) RDBMS
4 2 (14.29%) Relational Database
5 1 (7.14%) BigQuery
5 1 (7.14%) BusinessObjects
5 1 (7.14%) Data Vault
5 1 (7.14%) Microsoft Analysis Services
5 1 (7.14%) OLAP
5 1 (7.14%) Power BI
5 1 (7.14%) SQL Server
5 1 (7.14%) Tableau
General
1 3 (21.43%) Analytical Skills
1 3 (21.43%) Social Skills
2 2 (14.29%) Finance
2 2 (14.29%) Pharmaceutical
3 1 (7.14%) Banking
3 1 (7.14%) Marketing
Job Titles
1 7 (50.00%) Data Modeller
2 4 (28.57%) Data Engineer
3 3 (21.43%) Architect
3 3 (21.43%) Data Architect
3 3 (21.43%) Senior
3 3 (21.43%) Senior Data Engineer
4 1 (7.14%) Cassandra Engineer
4 1 (7.14%) Hadoop Engineer
4 1 (7.14%) Java Engineer
4 1 (7.14%) Python Data Engineer
4 1 (7.14%) Python Engineer
4 1 (7.14%) Senior Hadoop Engineer
4 1 (7.14%) Senior Java Engineer
Libraries, Frameworks & Software Standards
1 3 (21.43%) Kafka
1 3 (21.43%) Snowpark
Miscellaneous
1 5 (35.71%) Data Centre
2 1 (7.14%) Legacy Systems
2 1 (7.14%) Onboarding
Processes & Methodologies
1 14 (100.00%) Data Modelling
2 10 (71.43%) Logical Data Model
3 7 (50.00%) Conceptual Models
4 6 (42.86%) Data Governance
5 5 (35.71%) Data Ingestion
5 5 (35.71%) Data Science
5 5 (35.71%) Data Strategy
5 5 (35.71%) ETL
6 4 (28.57%) Data Architecture
7 3 (21.43%) DAMA
7 3 (21.43%) Data Engineering
7 3 (21.43%) Data Pipeline
7 3 (21.43%) Data Visualisation
7 3 (21.43%) Data-Driven Decision Making
7 3 (21.43%) Design Patterns
7 3 (21.43%) Problem-Solving
7 3 (21.43%) TOGAF
7 3 (21.43%) Visualisation
8 2 (14.29%) Information Management
8 2 (14.29%) Project Delivery
Programming Languages
1 7 (50.00%) Python
1 7 (50.00%) SQL
2 3 (21.43%) Java
2 3 (21.43%) Scala
3 2 (14.29%) Perl
Qualifications
1 5 (35.71%) Degree
2 2 (14.29%) Master's Degree
3 1 (7.14%) DV Cleared
3 1 (7.14%) SC Cleared
3 1 (7.14%) Security Cleared
Quality Assurance & Compliance
1 6 (42.86%) Data Quality
2 1 (7.14%) QA
Vendors
1 2 (14.29%) Microsoft
1 2 (14.29%) Sparx
2 1 (7.14%) Databricks
2 1 (7.14%) Oracle