Physical Data Model Contracts in the North West

Physical Data Model
England > North West

The following table provides summary statistics for contract job vacancies advertised in the North West 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 26 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
26 Apr 2024
Same period 2023 Same period 2022
Rank 126 - 177
Rank change year-on-year - - -36
Contract jobs citing Physical Data Model 10 0 5
As % of all contract jobs advertised in the North West 0.36% - 0.12%
As % of the Processes & Methodologies category 0.42% - 0.14%
Number of daily rates quoted 6 0 5
10th Percentile £511 - £440
25th Percentile £516 - £463
Median daily rate (50th Percentile) £613 - £500
Median % change year-on-year - - -4.76%
75th Percentile £734 - £540
90th Percentile £738 - £651
England median daily rate £600 £650 £650
% change year-on-year -7.69% - +15.56%
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 West

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 West with a requirement for process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 2,393 2,921 3,542
As % of all contract IT jobs advertised in the North West 86.30% 90.71% 88.18%
Number of daily rates quoted 1,532 2,076 2,595
10th Percentile £306 £313 £230
25th Percentile £401 £413 £375
Median daily rate (50th Percentile) £500 £500 £475
Median % change year-on-year - +5.26% +11.76%
75th Percentile £591 £588 £575
90th Percentile £688 £675 £650
England median daily rate £525 £550 £535
% change year-on-year -4.55% +2.80% +9.18%
Number of hourly rates quoted 244 147 165
10th Percentile £10.95 £16.61 £10.64
25th Percentile £13.30 £20.74 £14.25
Median hourly rate £21.00 £35.00 £21.00
Median % change year-on-year -40.00% +66.67% +13.51%
75th Percentile £45.88 £48.38 £43.75
90th Percentile £57.50 £65.00 £59.50
England median hourly rate £35.65 £37.50 £24.00
% change year-on-year -4.93% +56.25% -

Physical Data Model
Job Vacancy Trend in the North West

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

Job vacancy trend for Physical Data Model in the North West

Physical Data Model
Contractor Daily Rate Trend in the North West

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

Daily rate trend for Physical Data Model in the North West

Physical Data Model
Daily Rate Histogram in the North West

Daily rate distribution for jobs citing Physical Data Model in the North West over the 6 months to 26 April 2024.

Daily rate histogram for Physical Data Model in the North West

Physical Data Model
Contract Job Locations in the North West

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 West region over the 6 months to 26 April 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
Manchester - 8 £700 - 2
Cheshire - 2 £525 -
Physical Data Model
England

Physical Data Model
Co-occurring Skills and Capabilities in the North West 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 (30.00%) Apache Spark
Applications
1 1 (10.00%) MS Visio
Database & Business Intelligence
1 6 (60.00%) Metadata
2 3 (30.00%) Apache Cassandra
2 3 (30.00%) Big Data
2 3 (30.00%) Hadoop
2 3 (30.00%) HBase
2 3 (30.00%) MySQL
3 2 (20.00%) Data Lake
3 2 (20.00%) Data Warehouse
3 2 (20.00%) NoSQL
3 2 (20.00%) RDBMS
3 2 (20.00%) Relational Database
Development Applications
1 4 (40.00%) ERwin
General
1 4 (40.00%) Electronics
1 4 (40.00%) Finance
1 4 (40.00%) Manufacturing
1 4 (40.00%) Marketing
1 4 (40.00%) Public Sector
1 4 (40.00%) Retail
1 4 (40.00%) Telecoms
2 2 (20.00%) Pharmaceutical
2 2 (20.00%) Social Skills
Job Titles
1 5 (50.00%) Architect
1 5 (50.00%) Data Architect
2 4 (40.00%) Enterprise Architect
2 4 (40.00%) Enterprise Data Architect
3 3 (30.00%) Data Engineer
3 3 (30.00%) Senior
3 3 (30.00%) Senior Data Engineer
4 2 (20.00%) Data Modeller
5 1 (10.00%) Cassandra Engineer
5 1 (10.00%) Hadoop Engineer
5 1 (10.00%) Java Engineer
5 1 (10.00%) Python Data Engineer
5 1 (10.00%) Python Engineer
5 1 (10.00%) Senior Hadoop Engineer
5 1 (10.00%) Senior Java Engineer
Libraries, Frameworks & Software Standards
1 3 (30.00%) Kafka
Miscellaneous
1 4 (40.00%) Data Protection Act
1 4 (40.00%) Wiki
2 2 (20.00%) Data Centre
3 1 (10.00%) Onboarding
Processes & Methodologies
1 10 (100.00%) Data Modelling
2 8 (80.00%) Data Governance
3 7 (70.00%) Data Architecture
4 6 (60.00%) Business Intelligence
4 6 (60.00%) Data Strategy
5 5 (50.00%) Data Ingestion
6 4 (40.00%) Continuous Improvement
6 4 (40.00%) Data Flow Diagram
6 4 (40.00%) Data Management
6 4 (40.00%) Data Protection
6 4 (40.00%) Digital Marketing
6 4 (40.00%) Domain Models
6 4 (40.00%) Master Data Management
6 4 (40.00%) Programme Management
7 3 (30.00%) Conceptual Models
7 3 (30.00%) Data Engineering
7 3 (30.00%) Data Pipeline
7 3 (30.00%) Design Patterns
7 3 (30.00%) Logical Data Model
7 3 (30.00%) TOGAF
Programming Languages
1 3 (30.00%) Java
1 3 (30.00%) Python
1 3 (30.00%) Scala
2 2 (20.00%) Perl
2 2 (20.00%) SQL
Qualifications
1 2 (20.00%) Degree
1 2 (20.00%) Master's Degree
2 1 (10.00%) SC Cleared
2 1 (10.00%) Security Cleared
Quality Assurance & Compliance
1 7 (70.00%) Data Quality
2 4 (40.00%) GDPR
Vendors
1 5 (50.00%) Sparx
2 4 (40.00%) SAP