Physical Data Model Jobs in England

Physical Data Model
UK > England

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for Physical Data Model skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Physical Data Model over the 6 months to 1 June 2024 with a comparison to the same period in the previous 2 years.

6 months to
1 Jun 2024
Same period 2023 Same period 2022
Rank 747 823 927
Rank change year-on-year +76 +104 -85
Permanent jobs citing Physical Data Model 118 78 262
As % of all permanent jobs advertised in England 0.13% 0.093% 0.19%
As % of the Processes & Methodologies category 0.16% 0.097% 0.19%
Number of salaries quoted 89 60 165
10th Percentile £54,000 £49,750 £51,750
25th Percentile £64,150 £59,688 £70,000
Median annual salary (50th Percentile) £80,000 £85,000 £75,000
Median % change year-on-year -5.88% +13.33% -6.25%
75th Percentile £93,750 £101,250 £88,000
90th Percentile £97,000 £107,625 £96,500
UK median annual salary £80,000 £81,250 £75,000
% change year-on-year -1.54% +8.33% -6.25%

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 permanent job vacancies advertised in England with a requirement for process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 76,066 80,344 135,543
As % of all permanent jobs advertised in England 83.60% 95.49% 95.97%
Number of salaries quoted 55,107 48,707 73,448
10th Percentile £29,000 £34,324 £33,294
25th Percentile £40,000 £46,000 £44,000
Median annual salary (50th Percentile) £55,000 £62,500 £60,000
Median % change year-on-year -12.00% +4.17% +9.09%
75th Percentile £72,500 £82,500 £80,000
90th Percentile £93,250 £102,500 £97,500
UK median annual salary £55,000 £60,800 £60,000
% change year-on-year -9.54% +1.33% +9.09%

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
Salary Trend in England

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

Salary trend for Physical Data Model in England

Physical Data Model
Salary Histogram in England

Salary distribution for jobs citing Physical Data Model in England over the 6 months to 1 June 2024.

Salary histogram for Physical Data Model in England

Physical Data Model
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Physical Data Model within the England region over the 6 months to 1 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
London +115 57 £90,000 +4.35% 10
North of England +64 35 £80,000 -8.57% 4
North West +18 24 £80,000 -8.57% 3
West Midlands -1 14 £66,650 -11.13% 2
Midlands -5 14 £66,650 +111.59% 2
Yorkshire +69 8 £80,000 -8.57%
South East -7 4 £70,000 -31.71% 3
South West -28 4 £87,500 -10.26% 2
East of England - 4 £86,000 - 2
North East - 3 £55,000 - 1
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 7 (5.93%) SAS
2 4 (3.39%) Confluence
3 2 (1.69%) Apache Spark
4 1 (0.85%) Apache
4 1 (0.85%) Apache Solr
Applications
1 2 (1.69%) Microsoft Excel
1 2 (1.69%) Microsoft Office
1 2 (1.69%) Microsoft PowerPoint
1 2 (1.69%) MS Visio
Business Applications
1 2 (1.69%) SAP S/4HANA
2 1 (0.85%) Oracle EBS
Cloud Services
1 54 (45.76%) AWS
2 46 (38.98%) Azure
3 27 (22.88%) Amazon Kinesis
4 25 (21.19%) Amazon EC2
4 25 (21.19%) Amazon S3
5 23 (19.49%) GCP
6 10 (8.47%) Azure Data Factory
7 8 (6.78%) GitHub
8 7 (5.93%) Power Platform
9 6 (5.08%) Azure Synapse Analytics
10 5 (4.24%) Microsoft Purview
11 3 (2.54%) Snowflake
12 2 (1.69%) AWS Lambda
12 2 (1.69%) Azure DevOps
12 2 (1.69%) Figma
12 2 (1.69%) Serverless
13 1 (0.85%) Azure AKS
13 1 (0.85%) dbt
13 1 (0.85%) IaaS
13 1 (0.85%) OpenShift
Database & Business Intelligence
1 45 (38.14%) Data Warehouse
2 44 (37.29%) Metadata
3 36 (30.51%) Relational Database
4 31 (26.27%) RDBMS
5 30 (25.42%) Amazon Redshift
6 25 (21.19%) Amazon RDS
6 25 (21.19%) Data Lake
6 25 (21.19%) MySQL
7 10 (8.47%) NoSQL
8 8 (6.78%) Ataccama
9 7 (5.93%) Power BI
10 5 (4.24%) Azure SQL Data Warehouse
10 5 (4.24%) Oracle Database
11 4 (3.39%) BigQuery
11 4 (3.39%) Semantic Layer
11 4 (3.39%) SQL Server
12 3 (2.54%) Data Mart
12 3 (2.54%) SQL Server Integration Services
13 2 (1.69%) BusinessObjects
13 2 (1.69%) Star Schema
Development Applications
1 33 (27.97%) Git
2 25 (21.19%) Postman
3 8 (6.78%) GitLab
4 6 (5.08%) ERwin
5 4 (3.39%) JIRA
6 2 (1.69%) Balsamiq
6 2 (1.69%) ER Studio
General
1 41 (34.75%) Analytical Skills
2 28 (23.73%) Banking
3 25 (21.19%) Finance
3 25 (21.19%) Inclusion and Diversity
4 20 (16.95%) Social Skills
5 19 (16.10%) Retail Banking
6 17 (14.41%) Financial Institution
7 5 (4.24%) Retail
8 2 (1.69%) Presentation Skills
9 1 (0.85%) Legal
9 1 (0.85%) Local Government
9 1 (0.85%) Organisational Skills
Job Titles
1 46 (38.98%) Senior
2 45 (38.14%) Architect
3 41 (34.75%) Data Architect
4 28 (23.73%) Lead
5 25 (21.19%) Technical Leader
6 24 (20.34%) Senior Architect
6 24 (20.34%) Senior Data Architect
7 20 (16.95%) Analyst
8 16 (13.56%) Data Analyst
9 15 (12.71%) Data Engineer
10 12 (10.17%) Senior Analyst
11 9 (7.63%) Banking Analyst
11 9 (7.63%) Governance Analyst
12 6 (5.08%) Domain Architect
13 5 (4.24%) Head of Business Intelligence
13 5 (4.24%) Senior Data Engineer
14 4 (3.39%) Data Modeller
14 4 (3.39%) Senior Data Modeller
14 4 (3.39%) Solutions Architect
14 4 (3.39%) Technical Analyst
Libraries, Frameworks & Software Standards
1 26 (22.03%) JSON
2 25 (21.19%) Spring
2 25 (21.19%) Spring Boot
3 5 (4.24%) PySpark
4 2 (1.69%) Kafka
4 2 (1.69%) REST
5 1 (0.85%) ActiveMQ
5 1 (0.85%) Apache Camel
5 1 (0.85%) Lucene
5 1 (0.85%) Oracle Fusion
5 1 (0.85%) Regular Expression
5 1 (0.85%) XML
Miscellaneous
1 37 (31.36%) Management Information System
2 29 (24.58%) Cloud Native
3 14 (11.86%) Onboarding
3 14 (11.86%) Reference Data
4 8 (6.78%) Product Ownership
4 8 (6.78%) Self-Motivation
5 6 (5.08%) Public Cloud
6 5 (4.24%) Blog
6 5 (4.24%) Greenfield Project
7 3 (2.54%) Data Structures
7 3 (2.54%) Legacy Systems
8 2 (1.69%) FMCG
9 1 (0.85%) Analytical Mindset
9 1 (0.85%) Data Fabric
9 1 (0.85%) Enterprise Cloud
9 1 (0.85%) Taxonomies
Processes & Methodologies
1 118 (100.00%) Data Modelling
2 93 (78.81%) Logical Data Model
3 56 (47.46%) Data Management
4 48 (40.68%) Agile
5 41 (34.75%) Data Architecture
6 40 (33.90%) Data Strategy
6 40 (33.90%) Metadata Management
7 38 (32.20%) Problem-Solving
8 32 (27.12%) Design Patterns
9 29 (24.58%) Computer Science
10 28 (23.73%) Roadmaps
10 28 (23.73%) SDLC
11 27 (22.88%) CI/CD
11 27 (22.88%) DevOps
12 25 (21.19%) Agile Project Management
12 25 (21.19%) Data Analysis
12 25 (21.19%) Infrastructure as Code
12 25 (21.19%) Product Strategy
12 25 (21.19%) Software Engineering
12 25 (21.19%) Technical Leadership
Programming Languages
1 35 (29.66%) SQL
2 26 (22.03%) Java
3 25 (21.19%) PHP
4 5 (4.24%) PL/SQL
4 5 (4.24%) T-SQL
5 4 (3.39%) Python
6 2 (1.69%) Scala
7 1 (0.85%) XPath
Qualifications
1 33 (27.97%) Degree
2 28 (23.73%) Computer Science Degree
3 17 (14.41%) AWS Certification
3 17 (14.41%) Azure Certification
4 2 (1.69%) CBAP
4 2 (1.69%) IIBA
5 1 (0.85%) Master's Degree
5 1 (0.85%) TOGAF Certification
Quality Assurance & Compliance
1 37 (31.36%) Data Quality
2 5 (4.24%) Accessibility
2 5 (4.24%) QA
3 1 (0.85%) GDPR
System Software
1 1 (0.85%) Docker
1 1 (0.85%) HDFS
Systems Management
1 27 (22.88%) Terraform
2 1 (0.85%) Kubernetes
Vendors
1 29 (24.58%) Microsoft
2 9 (7.63%) Databricks
3 8 (6.78%) Oracle
3 8 (6.78%) SAP
4 4 (3.39%) IBM
4 4 (3.39%) Teradata
5 3 (2.54%) Google
6 2 (1.69%) Informatica
7 1 (0.85%) Ab Initio
7 1 (0.85%) Talend