Physical Data Model Contracts with Work from Home Options

Physical Data Model
UK > Work from Home

The table below provides summary statistics for contract job vacancies with an option to work from home (WFH) and 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 30 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
30 Apr 2024
Same period 2023 Same period 2022
Rank 279 442 507
Rank change year-on-year +163 +65 -103
Contract jobs citing Physical Data Model 66 35 125
As % of all contract jobs with a WFH option 0.43% 0.14% 0.28%
As % of the Processes & Methodologies category 0.49% 0.15% 0.31%
Number of daily rates quoted 50 32 91
10th Percentile £496 £482 £450
25th Percentile £531 £544 £547
Median daily rate (50th Percentile) £600 £650 £650
Median % change year-on-year -7.69% - +18.18%
75th Percentile £725 £763 £731
90th Percentile £739 £775 £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
Work from Home

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 with a WFH option and a requirement for process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 13,483 23,229 40,650
As % of all contract jobs with a WFH option 87.87% 89.84% 91.14%
Number of daily rates quoted 8,996 16,418 29,502
10th Percentile £325 £363 £360
25th Percentile £425 £450 £431
Median daily rate (50th Percentile) £525 £540 £525
Median % change year-on-year -2.78% +2.86% +8.81%
75th Percentile £638 £650 £625
90th Percentile £750 £750 £719
UK median daily rate £525 £550 £525
% change year-on-year -4.55% +4.76% +7.69%
Number of hourly rates quoted 579 532 548
10th Percentile £15.17 £19.00 £13.50
25th Percentile £25.25 £30.54 £19.98
Median hourly rate £43.00 £55.00 £35.00
Median % change year-on-year -21.82% +57.14% +34.62%
75th Percentile £60.00 £68.75 £55.00
90th Percentile £75.25 £80.23 £67.50
UK median hourly rate £35.65 £37.30 £25.00
% change year-on-year -4.42% +49.20% -

Physical Data Model
Trend for Jobs with a WFH Option

Job vacancies with a work from home option citing Physical Data Model as a proportion of all IT jobs advertised.

Physical Data Model trend for jobs with a WFH option

Physical Data Model
Daily Rate Trend for Jobs with a WFH Option

3-month moving average daily rate quoted in job vacancies with a work from home option citing Physical Data Model.

Physical Data Model daily rate for jobs with a WFH option

Physical Data Model
Daily Rate Histogram for Jobs with a WFH Option

Daily rate distribution for jobs with a work from home option citing Physical Data Model over the 6 months to 30 April 2024.

Physical Data Model daily rate histogram for jobs with a WFH option

Physical Data Model
Co-occurring Skills and Capabilities with WFH Options 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 (6.06%) Apache Airflow
2 2 (3.03%) Apache Spark
2 2 (3.03%) SAS
Applications
1 1 (1.52%) Microsoft Excel
Business Applications
1 2 (3.03%) SAP S/4HANA
Cloud Services
1 10 (15.15%) Azure
2 6 (9.09%) Power Platform
3 3 (4.55%) AWS
3 3 (4.55%) Azure Data Factory
3 3 (4.55%) dbt
4 2 (3.03%) Azure Cosmos DB
4 2 (3.03%) Azure Synapse Analytics
4 2 (3.03%) WhatsApp
5 1 (1.52%) GCP
Database & Business Intelligence
1 14 (21.21%) Metadata
2 12 (18.18%) SQL Server
3 11 (16.67%) Data Warehouse
4 8 (12.12%) Big Data
5 7 (10.61%) PostgreSQL
6 6 (9.09%) NoSQL
6 6 (9.09%) Power BI
7 5 (7.58%) Data Lake
7 5 (7.58%) Data Vault
7 5 (7.58%) Star Schema
8 3 (4.55%) Airbyte
8 3 (4.55%) Flink
8 3 (4.55%) Relational Database
8 3 (4.55%) SQL Server Integration Services
9 2 (3.03%) Apache Cassandra
9 2 (3.03%) Hadoop
9 2 (3.03%) RDBMS
9 2 (3.03%) SAS EBI
9 2 (3.03%) SQL Server Analysis Services
9 2 (3.03%) Tableau
Development Applications
1 13 (19.70%) ERwin
2 2 (3.03%) SQL Server Management Studio (SSMS)
2 2 (3.03%) Visual Studio
3 1 (1.52%) JIRA
3 1 (1.52%) PowerDesigner
General
1 31 (46.97%) Finance
2 14 (21.21%) Public Sector
3 13 (19.70%) Marketing
3 13 (19.70%) Retail
4 11 (16.67%) Electronics
4 11 (16.67%) Manufacturing
4 11 (16.67%) Social Skills
4 11 (16.67%) Telecoms
5 7 (10.61%) Analytical Skills
6 3 (4.55%) Inclusion and Diversity
6 3 (4.55%) Presentation Skills
7 2 (3.03%) Banking
8 1 (1.52%) Publishing
Job Titles
1 25 (37.88%) Architect
1 25 (37.88%) Data Architect
2 15 (22.73%) Developer
3 14 (21.21%) SQL Developer
4 13 (19.70%) Data Modeller
5 11 (16.67%) Enterprise Architect
5 11 (16.67%) Enterprise Data Architect
6 9 (13.64%) Data Engineer
7 5 (7.58%) Lead
8 4 (6.06%) Analyst
8 4 (6.06%) Data Analyst
9 3 (4.55%) Data Analytics Architect
9 3 (4.55%) Lead Data Engineer
9 3 (4.55%) Senior
10 2 (3.03%) Business Intelligence Data Analyst
10 2 (3.03%) Power BI Analyst
10 2 (3.03%) Senior Architect
10 2 (3.03%) SQL Analyst
10 2 (3.03%) SQL Data Analyst
10 2 (3.03%) SSIS Analyst
Libraries, Frameworks & Software Standards
1 5 (7.58%) JSON
1 5 (7.58%) JSON Schema
2 2 (3.03%) PySpark
3 1 (1.52%) .NET
3 1 (1.52%) Apache Avro
3 1 (1.52%) Kafka
3 1 (1.52%) Middleware
3 1 (1.52%) XML
3 1 (1.52%) YAML
Miscellaneous
1 13 (19.70%) Data Protection Act
2 12 (18.18%) Wiki
3 7 (10.61%) Data Structures
4 4 (6.06%) Management Information System
5 3 (4.55%) Legacy Systems
6 2 (3.03%) Product Ownership
7 1 (1.52%) Freedom of Information
7 1 (1.52%) Freedom of Information Act
7 1 (1.52%) Onboarding
7 1 (1.52%) Reference Data
Operating Systems
1 7 (10.61%) Unix
Processes & Methodologies
1 66 (100.00%) Data Modelling
2 34 (51.52%) Logical Data Model
3 22 (33.33%) Business Intelligence
4 20 (30.30%) Data Architecture
4 20 (30.30%) Data Governance
4 20 (30.30%) Data Strategy
5 16 (24.24%) Data Management
6 14 (21.21%) Data Flow Diagram
6 14 (21.21%) Data Protection
6 14 (21.21%) ETL
6 14 (21.21%) Master Data Management
7 13 (19.70%) Continuous Improvement
8 12 (18.18%) Domain Models
9 11 (16.67%) Digital Marketing
9 11 (16.67%) Programme Management
9 11 (16.67%) Stakeholder Management
10 9 (13.64%) Analytics
11 8 (12.12%) Visualisation
12 7 (10.61%) Data Engineering
12 7 (10.61%) Data Integration
Programming Languages
1 31 (46.97%) SQL
2 8 (12.12%) Perl
3 7 (10.61%) Python
4 5 (7.58%) PL/SQL
5 4 (6.06%) Java
6 1 (1.52%) Scala
6 1 (1.52%) T-SQL
Qualifications
1 10 (15.15%) SC Cleared
1 10 (15.15%) Security Cleared
2 4 (6.06%) BPSS Clearance
3 1 (1.52%) Degree
3 1 (1.52%) DV Cleared
Quality Assurance & Compliance
1 29 (43.94%) Data Quality
2 15 (22.73%) GDPR
3 5 (7.58%) QA
Vendors
1 19 (28.79%) Sparx
2 13 (19.70%) SAP
3 11 (16.67%) Microsoft
4 7 (10.61%) Databricks
5 5 (7.58%) Oracle
6 1 (1.52%) Google
6 1 (1.52%) Mercator