Physical Data Model Contracts in the North of England

Physical Data Model
England > North of England

The following table provides summary statistics for contract job vacancies advertised in the North of 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 22 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
22 May 2024
Same period 2023 Same period 2022
Rank 168 205 232
Rank change year-on-year +37 +27 -46
Contract jobs citing Physical Data Model 9 6 10
As % of all contract jobs advertised in the North of England 0.20% 0.11% 0.14%
As % of the Processes & Methodologies category 0.23% 0.12% 0.16%
Number of daily rates quoted 5 5 7
10th Percentile £474 £405 £390
25th Percentile £510 £450 £425
Median daily rate (50th Percentile) £525 £480 £500
Median % change year-on-year +9.38% -4.00% -9.09%
75th Percentile £538 - £576
90th Percentile £650 - £658
England median daily rate £600 £650 £675
% change year-on-year -7.69% -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 - - -
England median hourly rate £67.50 - -

All Process and Methodology Skills
North of 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 the North of England with a requirement for process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 3,929 5,043 6,296
As % of all contract IT jobs advertised in the North of England 85.14% 90.39% 88.75%
Number of daily rates quoted 2,407 3,459 4,586
10th Percentile £300 £300 £240
25th Percentile £400 £413 £385
Median daily rate (50th Percentile) £500 £500 £475
Median % change year-on-year - +5.26% +8.57%
75th Percentile £588 £600 £575
90th Percentile £675 £688 £650
England median daily rate £525 £550 £540
% change year-on-year -4.55% +1.85% +8.00%
Number of hourly rates quoted 367 203 263
10th Percentile £11.07 £10.63 £10.63
25th Percentile £12.50 £15.36 £13.63
Median hourly rate £18.00 £27.70 £19.00
Median % change year-on-year -35.02% +45.79% +5.56%
75th Percentile £45.00 £43.75 £35.88
90th Percentile £60.50 £65.00 £63.00
England median hourly rate £36.50 £37.50 £25.00
% change year-on-year -2.67% +50.00% +8.70%

Physical Data Model
Job Vacancy Trend in the North of England

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

Job vacancy trend for Physical Data Model in the North of England

Physical Data Model
Contractor Daily Rate Trend in the North of England

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

Daily rate trend for Physical Data Model in the North of England

Physical Data Model
Daily Rate Histogram in the North of England

Daily rate distribution for jobs citing Physical Data Model in the North of England over the 6 months to 22 May 2024.

Daily rate histogram for Physical Data Model in the North of England

Physical Data Model
Contract Job Locations in the North of 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 North of England region over the 6 months to 22 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 West +28 9 £525 +16.67% 3
Physical Data Model
England

Physical Data Model
Co-occurring Skills and Capabilities in the North of 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 3 (33.33%) Apache Spark
Applications
1 2 (22.22%) MS Visio
Database & Business Intelligence
1 4 (44.44%) Metadata
2 3 (33.33%) Apache Cassandra
2 3 (33.33%) Big Data
2 3 (33.33%) Hadoop
2 3 (33.33%) HBase
2 3 (33.33%) MySQL
3 2 (22.22%) Data Lake
3 2 (22.22%) Data Warehouse
3 2 (22.22%) NoSQL
3 2 (22.22%) RDBMS
3 2 (22.22%) Relational Database
Development Applications
1 2 (22.22%) ERwin
General
1 2 (22.22%) Electronics
1 2 (22.22%) Finance
1 2 (22.22%) Manufacturing
1 2 (22.22%) Marketing
1 2 (22.22%) Pharmaceutical
1 2 (22.22%) Public Sector
1 2 (22.22%) Retail
1 2 (22.22%) Social Skills
1 2 (22.22%) Telecoms
Job Titles
1 4 (44.44%) Architect
1 4 (44.44%) Data Architect
2 3 (33.33%) Data Engineer
2 3 (33.33%) Senior
2 3 (33.33%) Senior Data Engineer
3 2 (22.22%) Data Modeller
3 2 (22.22%) Enterprise Architect
3 2 (22.22%) Enterprise Data Architect
4 1 (11.11%) Cassandra Engineer
4 1 (11.11%) Hadoop Engineer
4 1 (11.11%) Java Engineer
4 1 (11.11%) Python Data Engineer
4 1 (11.11%) Python Engineer
4 1 (11.11%) Senior Hadoop Engineer
4 1 (11.11%) Senior Java Engineer
Libraries, Frameworks & Software Standards
1 3 (33.33%) Kafka
Miscellaneous
1 2 (22.22%) Data Centre
1 2 (22.22%) Data Protection Act
1 2 (22.22%) Wiki
2 1 (11.11%) Onboarding
Processes & Methodologies
1 9 (100.00%) Data Modelling
2 7 (77.78%) Data Governance
3 6 (66.67%) Data Architecture
4 5 (55.56%) Data Ingestion
5 4 (44.44%) Business Intelligence
5 4 (44.44%) Conceptual Models
5 4 (44.44%) Data Strategy
5 4 (44.44%) Logical Data Model
6 3 (33.33%) DAMA
6 3 (33.33%) Data Engineering
6 3 (33.33%) Data Pipeline
6 3 (33.33%) Data-Driven Decision Making
6 3 (33.33%) Design Patterns
6 3 (33.33%) TOGAF
7 2 (22.22%) Data Science
7 2 (22.22%) Domain Models
7 2 (22.22%) ETL
7 2 (22.22%) Impact Assessments
7 2 (22.22%) Information Management
7 2 (22.22%) Visualisation
Programming Languages
1 3 (33.33%) Java
1 3 (33.33%) Python
1 3 (33.33%) Scala
2 2 (22.22%) Perl
2 2 (22.22%) SQL
Qualifications
1 2 (22.22%) Degree
1 2 (22.22%) Master's Degree
2 1 (11.11%) SC Cleared
2 1 (11.11%) Security Cleared
Quality Assurance & Compliance
1 5 (55.56%) Data Quality
2 2 (22.22%) GDPR
Vendors
1 4 (44.44%) Sparx
2 2 (22.22%) SAP