Period
to 18 August 2018

The following table provides summary statistics for permanent job vacancies advertised in West Yorkshire 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 18 August 2018 with a comparison to the same period in the previous 2 years.

Physical Data Model
Yorkshire > West Yorkshire
6 months to
18 Aug 2018
Same period 2017 Same period 2016
Rank 225 270 279
Rank change year-on-year +45 +9 +24
Permanent jobs citing Physical Data Model 24 3 10
As % of all permanent IT jobs advertised in West Yorkshire 0.39% 0.043% 0.12%
As % of the Processes & Methodologies category 0.42% 0.046% 0.13%
Number of salaries quoted 8 3 10
West Yorkshire median annual salary £53,000 £45,000 £47,500
Median salary % change year-on-year +17.78% -5.26% -26.92%
10th Percentile £42,250 £43,000 £41,250
90th Percentile £56,000 £47,000 £81,000
Yorkshire median annual salary £53,000 £45,000 £47,500
% change year-on-year +17.78% -5.26% -26.92%

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 West Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
West Yorkshire
Permanent vacancies with a requirement for process or methodology skills 5,764 6,517 7,500
As % of all permanent IT jobs advertised in West Yorkshire 92.73% 93.72% 93.48%
Number of salaries quoted 4,858 5,532 6,244
West Yorkshire median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £26,250 £26,250 £26,250
90th Percentile £63,750 £62,500 £62,500
Yorkshire median annual salary £44,000 £42,500 £40,000
% change year-on-year +3.53% +6.25% -

Physical Data Model
Job Vacancy Trend in West Yorkshire

Job postings citing Physical Data Model as a percentage of all IT jobs advertised in West Yorkshire.

Job vacancy trend for Physical Data Model in West Yorkshire

Physical Data Model
Salary Trend in West Yorkshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Physical Data Model in West Yorkshire.

Salary trend for Physical Data Model in West Yorkshire

Physical Data Model
Job Locations in West Yorkshire

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 West Yorkshire region over the 6 months to 18 August 2018. 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
Job
Vacancies
Leeds +36 15 £56,000 +24.44% 1
Bradford - 7 - - 1
Physical Data Model
Yorkshire

For the 6 months to 18 August 2018, IT jobs citing Physical Data Model also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the West Yorkshire region with a requirement for Physical Data Model.

1 24 (100.00%) Data Modelling
1 24 (100.00%) Logical Data Model
2 19 (79.17%) Data Quality
2 19 (79.17%) Finance
3 15 (62.50%) Relational Database
4 14 (58.33%) Data Integration
4 14 (58.33%) SQL
5 13 (54.17%) Oracle
5 13 (54.17%) Trillium
5 13 (54.17%) IBM
5 13 (54.17%) PowerDesigner
5 13 (54.17%) ERwin
5 13 (54.17%) SAP Data Services
5 13 (54.17%) Oracle ODI
5 13 (54.17%) Oracle GoldenGate
6 11 (45.83%) Data Governance
6 11 (45.83%) Data Cleansing
7 9 (37.50%) Microsoft Azure
7 9 (37.50%) Master Data Management
7 9 (37.50%) Oracle Database
7 9 (37.50%) Data Transformation
7 9 (37.50%) Business Intelligence
7 9 (37.50%) RDBMS
7 9 (37.50%) ETL
7 9 (37.50%) Quality Management
7 9 (37.50%) Data Warehouse
7 9 (37.50%) Data Management
8 8 (33.33%) Data Security
9 7 (29.17%) Migration
9 7 (29.17%) SQL Server

Physical Data Model
Co-occurring IT Skills in West Yorkshire by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Cloud Services
1 9 (37.50%) Microsoft Azure
Database & Business Intelligence
1 15 (62.50%) Relational Database
2 13 (54.17%) Oracle ODI
2 13 (54.17%) SAP Data Services
3 9 (37.50%) Data Warehouse
3 9 (37.50%) Oracle Database
3 9 (37.50%) RDBMS
4 7 (29.17%) SQL Server
5 1 (4.17%) SQL Server Integration Services
Development Applications
1 13 (54.17%) ERwin
1 13 (54.17%) PowerDesigner
General
1 19 (79.17%) Finance
2 4 (16.67%) Financial Institution
Job Titles
1 17 (70.83%) Data Modeller
2 12 (50.00%) Analyst
3 11 (45.83%) Data Analyst
4 6 (25.00%) Architect
4 6 (25.00%) Data Architect
5 4 (16.67%) Business Intelligence Architect
6 2 (8.33%) Solutions Architect
7 1 (4.17%) Designer
7 1 (4.17%) Solutions Analyst
7 1 (4.17%) Solutions Designer
Libraries, Frameworks & Software Standards
1 13 (54.17%) Oracle GoldenGate
2 5 (20.83%) JSON
2 5 (20.83%) Web Services
2 5 (20.83%) XML
Miscellaneous
1 2 (8.33%) NHS
Processes & Methodologies
1 24 (100.00%) Data Modelling
1 24 (100.00%) Logical Data Model
2 14 (58.33%) Data Integration
3 11 (45.83%) Data Cleansing
3 11 (45.83%) Data Governance
4 9 (37.50%) Business Intelligence
4 9 (37.50%) Data Management
4 9 (37.50%) Data Transformation
4 9 (37.50%) ETL
4 9 (37.50%) Master Data Management
4 9 (37.50%) Quality Management
5 8 (33.33%) Data Security
6 7 (29.17%) Migration
7 6 (25.00%) Data Architecture
7 6 (25.00%) IT Strategy
8 4 (16.67%) Coaching
8 4 (16.67%) Data Analysis
8 4 (16.67%) Stakeholder Management
9 3 (12.50%) Data Visualisation
9 3 (12.50%) Visualisation
Programming Languages
1 14 (58.33%) SQL
Qualifications
1 2 (8.33%) Degree
Quality Assurance & Compliance
1 19 (79.17%) Data Quality
2 1 (4.17%) GDPR
Vendors
1 13 (54.17%) IBM
1 13 (54.17%) Oracle
1 13 (54.17%) Trillium
2 7 (29.17%) Microsoft