Physical Data Model Contracts in England

Physical Data Model
UK > England

The following table provides summary statistics for contract job vacancies advertised in England 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 3 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
3 May 2024
Same period 2023 Same period 2022
Rank 444 584 559
Rank change year-on-year +140 -25 -71
Contract jobs citing Physical Data Model 93 78 220
As % of all contract jobs advertised in England 0.25% 0.16% 0.31%
As % of the Processes & Methodologies category 0.29% 0.17% 0.34%
Number of daily rates quoted 72 50 158
10th Percentile £433 £449 £441
25th Percentile £491 £503 £545
Median daily rate (50th Percentile) £600 £650 £675
Median % change year-on-year -7.69% -3.70% +22.73%
75th Percentile £691 £763 £738
90th Percentile £749 £850 £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
England

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 England with a requirement for process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 32,086 45,187 64,582
As % of all contract IT jobs advertised in England 86.56% 90.18% 90.81%
Number of daily rates quoted 21,040 31,727 45,864
10th Percentile £300 £325 £331
25th Percentile £413 £445 £425
Median daily rate (50th Percentile) £525 £550 £538
Median % change year-on-year -4.55% +2.33% +8.59%
75th Percentile £650 £675 £650
90th Percentile £750 £765 £750
UK median daily rate £525 £550 £530
% change year-on-year -4.55% +3.77% +8.72%
Number of hourly rates quoted 2,256 1,594 1,765
10th Percentile £12.96 £11.00 £12.50
25th Percentile £16.00 £16.25 £15.25
Median hourly rate £36.33 £36.77 £24.35
Median % change year-on-year -1.19% +51.01% +1.46%
75th Percentile £60.00 £65.00 £49.25
90th Percentile £72.50 £75.00 £63.69
UK median hourly rate £35.95 £36.00 £25.00
% change year-on-year -0.14% +44.00% +2.04%

Physical Data Model
Job Vacancy Trend in England

Job postings citing Physical Data Model as a proportion of all IT jobs advertised in England.

Job vacancy trend for Physical Data Model in England

Physical Data Model
Contractor Daily Rate Trend in England

3-month moving average daily rate quoted in jobs citing Physical Data Model in England.

Daily rate trend for Physical Data Model in England

Physical Data Model
Daily Rate Histogram in England

Daily rate distribution for jobs citing Physical Data Model in England over the 6 months to 3 May 2024.

Daily rate histogram for Physical Data Model in England

Physical Data Model
Contractor Hourly Rate Trend in England

3-month moving average hourly rates quoted in jobs citing Physical Data Model in England.

Hourly rate trend for Physical Data Model in England

Physical Data Model
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 Physical Data Model within the England region over the 6 months to 3 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 +111 71 £600 -14.29% 14
North of England +34 11 £525 +9.38% 2
North West +27 11 £525 +16.67% 2
South West +17 3 £488 -34.78% 1
East of England +16 3 £575 +27.78%
South East +9 2 £513 - 2
Midlands +28 1 £425 -24.44% 1
East Midlands - 1 £425 -
Physical Data Model
UK

Physical Data Model
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 5 (5.38%) Apache Spark
2 4 (4.30%) Apache Airflow
3 3 (3.23%) Apache
4 2 (2.15%) SAS
Applications
1 2 (2.15%) MS Visio
2 1 (1.08%) Microsoft Excel
Business Applications
1 2 (2.15%) SAP S/4HANA
Cloud Services
1 21 (22.58%) Azure
2 9 (9.68%) Power Platform
3 6 (6.45%) AWS
4 5 (5.38%) Azure Data Factory
4 5 (5.38%) Azure Synapse Analytics
5 4 (4.30%) Azure Cosmos DB
5 4 (4.30%) dbt
6 3 (3.23%) Snowflake
7 2 (2.15%) WhatsApp
8 1 (1.08%) GCP
8 1 (1.08%) GitHub
8 1 (1.08%) GitHub Actions
Database & Business Intelligence
1 18 (19.35%) Big Data
1 18 (19.35%) Metadata
2 17 (18.28%) Data Warehouse
3 15 (16.13%) SQL Server
4 12 (12.90%) Relational Database
5 11 (11.83%) NoSQL
5 11 (11.83%) RDBMS
6 10 (10.75%) Data Lake
7 9 (9.68%) Power BI
8 8 (8.60%) PostgreSQL
9 7 (7.53%) Star Schema
10 4 (4.30%) Apache Cassandra
10 4 (4.30%) Data Vault
10 4 (4.30%) MySQL
11 3 (3.23%) Airbyte
11 3 (3.23%) Flink
11 3 (3.23%) Hadoop
11 3 (3.23%) HBase
11 3 (3.23%) Parquet
11 3 (3.23%) Tableau
Development Applications
1 16 (17.20%) ERwin
2 3 (3.23%) JIRA
3 1 (1.08%) SQL Server Management Studio (SSMS)
3 1 (1.08%) Visual Studio
General
1 36 (38.71%) Finance
2 20 (21.51%) Social Skills
3 17 (18.28%) Public Sector
4 16 (17.20%) Marketing
5 14 (15.05%) Retail
6 11 (11.83%) Electronics
6 11 (11.83%) Manufacturing
6 11 (11.83%) Telecoms
7 9 (9.68%) Analytical Skills
8 5 (5.38%) Presentation Skills
9 4 (4.30%) Pharmaceutical
9 4 (4.30%) Publishing
10 2 (2.15%) Banking
11 1 (1.08%) Inclusion and Diversity
Job Titles
1 39 (41.94%) Architect
1 39 (41.94%) Data Architect
2 25 (26.88%) Data Modeller
3 14 (15.05%) Developer
4 13 (13.98%) SQL Developer
5 12 (12.90%) Data Engineer
6 11 (11.83%) Enterprise Architect
6 11 (11.83%) Enterprise Data Architect
6 11 (11.83%) Senior
7 8 (8.60%) Senior Architect
7 8 (8.60%) Senior Data Architect
8 7 (7.53%) Data Analytics Architect
9 5 (5.38%) Lead
10 4 (4.30%) Analyst
10 4 (4.30%) Azure Architect
10 4 (4.30%) Azure Data Architect
10 4 (4.30%) Data Analyst
11 3 (3.23%) Lead Data Engineer
11 3 (3.23%) Senior Data Engineer
12 2 (2.15%) Platform Architect
Libraries, Frameworks & Software Standards
1 8 (8.60%) JSON
1 8 (8.60%) JSON Schema
2 4 (4.30%) PySpark
3 3 (3.23%) Apache Avro
3 3 (3.23%) Kafka
3 3 (3.23%) XML
3 3 (3.23%) YAML
4 1 (1.08%) .NET
4 1 (1.08%) Middleware
Miscellaneous
1 16 (17.20%) Data Protection Act
2 12 (12.90%) Wiki
3 10 (10.75%) Data Structures
4 8 (8.60%) Management Information System
5 5 (5.38%) Onboarding
6 4 (4.30%) Data Centre
6 4 (4.30%) Freedom of Information
6 4 (4.30%) Freedom of Information Act
7 3 (3.23%) Legacy Systems
7 3 (3.23%) Product Ownership
7 3 (3.23%) Virtual Team
8 2 (2.15%) Distributed Computing
8 2 (2.15%) Reference Data
Operating Systems
1 7 (7.53%) Unix
Processes & Methodologies
1 93 (100.00%) Data Modelling
2 58 (62.37%) Logical Data Model
3 33 (35.48%) Business Intelligence
3 33 (35.48%) Data Architecture
4 29 (31.18%) Data Strategy
5 28 (30.11%) Data Governance
6 23 (24.73%) ETL
7 21 (22.58%) Analytics
7 21 (22.58%) Master Data Management
8 17 (18.28%) Data Flow Diagram
9 16 (17.20%) Data Management
9 16 (17.20%) Data Protection
10 14 (15.05%) Visualisation
11 13 (13.98%) Continuous Improvement
11 13 (13.98%) Data Lineage
12 12 (12.90%) Domain Models
12 12 (12.90%) Migration
12 12 (12.90%) Stakeholder Management
13 11 (11.83%) Agile
13 11 (11.83%) Programme Management
Programming Languages
1 45 (48.39%) SQL
2 14 (15.05%) Python
3 9 (9.68%) Perl
4 7 (7.53%) Java
4 7 (7.53%) PL/SQL
5 3 (3.23%) Scala
6 1 (1.08%) T-SQL
Qualifications
1 9 (9.68%) Degree
2 8 (8.60%) SC Cleared
2 8 (8.60%) Security Cleared
3 6 (6.45%) BPSS Clearance
4 3 (3.23%) Master's Degree
5 1 (1.08%) Computer Science Degree
5 1 (1.08%) DV Cleared
Quality Assurance & Compliance
1 38 (40.86%) Data Quality
2 17 (18.28%) GDPR
3 5 (5.38%) QA
Vendors
1 28 (30.11%) Sparx
2 18 (19.35%) Microsoft
3 13 (13.98%) SAP
4 11 (11.83%) Databricks
5 5 (5.38%) Oracle
6 1 (1.08%) Virgin Media