Period
to 18 January 2018

The following table provides summary statistics for permanent job vacancies advertised in Plymouth with a requirement for Data Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Modelling over the 6 months to 18 January 2018 with a comparison to the same period in the previous 2 years.

Data Modelling
Devon > Plymouth
6 months to
18 Jan 2018
Same period 2017 Same period 2016
Rank 10 - 39
Rank change year-on-year - +39 -
Permanent jobs citing Data Modelling 10 0 3
As % of all permanent IT jobs advertised in Plymouth 12.50% - 1.68%
As % of the Processes & Methodologies category 16.13% - 1.70%
Number of salaries quoted 7 0 2
Plymouth median annual salary £44,000 - £37,250
10th Percentile £37,136 - £32,925
90th Percentile £47,675 - £42,575
Devon median annual salary £39,136 £37,500 £42,500
% change year-on-year +4.36% -11.76% -39.29%

Data Modelling 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 Plymouth with a requirement for process or methodology skills.

All Process and Methodology Skills
Plymouth
Permanent vacancies with a requirement for process or methodology skills 62 97 176
As % of all permanent IT jobs advertised in Plymouth 77.50% 91.51% 98.32%
Number of salaries quoted 56 87 131
Plymouth median annual salary £40,000 £37,500 £30,500
Median salary % change year-on-year +6.67% +22.95% +1.67%
10th Percentile £26,500 £23,450 £18,000
90th Percentile £53,750 £53,750 £45,000
Devon median annual salary £41,000 £35,000 £32,500
% change year-on-year +17.14% +7.69% -

Data Modelling
Job Vacancy Trend in Plymouth

Job postings citing Data Modelling as a percentage of all IT jobs advertised in Plymouth.

Job vacancy trend for Data Modelling in Plymouth

Data Modelling
Salary Trend in Plymouth

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Modelling in Plymouth.

Salary trend for Data Modelling in Plymouth

For the 6 months to 18 January 2018, IT jobs citing Data Modelling also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Plymouth region with a requirement for Data Modelling.

1 10 (100.00%) Agile Software Development
2 8 (80.00%) SQL
3 7 (70.00%) Microsoft
4 6 (60.00%) Stakeholder Management
4 6 (60.00%) PL/SQL
4 6 (60.00%) Scrum
4 6 (60.00%) Security Cleared
4 6 (60.00%) Team Foundation Server
5 5 (50.00%) ERP
6 4 (40.00%) Business Analysis
6 4 (40.00%) Data Analysis
6 4 (40.00%) Systems Analysis
6 4 (40.00%) SC Cleared
6 4 (40.00%) Analytical Skills
7 2 (20.00%) SDLC
7 2 (20.00%) Data Engineering
7 2 (20.00%) Data Strategy
7 2 (20.00%) NoSQL
7 2 (20.00%) Process Improvement
7 2 (20.00%) Data Architecture
7 2 (20.00%) Software Engineering
7 2 (20.00%) Enterprise Architecture
7 2 (20.00%) Taxonomies
7 2 (20.00%) Ontologies
7 2 (20.00%) Degree
7 2 (20.00%) PostgreSQL
7 2 (20.00%) TOGAF
7 2 (20.00%) Business Intelligence
7 2 (20.00%) IBM
7 2 (20.00%) Service Management

Data Modelling
Co-occurring IT Skills in Plymouth 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:

Database & Business Intelligence
1 2 (20.00%) Data Warehouse
1 2 (20.00%) NoSQL
1 2 (20.00%) PostgreSQL
Development Applications
1 6 (60.00%) Team Foundation Server
Job Titles
1 8 (80.00%) Analyst
1 8 (80.00%) Systems Analyst
2 7 (70.00%) Senior Analyst
2 7 (70.00%) Senior Systems Analyst
3 6 (60.00%) Business Systems Analyst
4 5 (50.00%) Senior Business Systems Analyst
5 2 (20.00%) Architect
5 2 (20.00%) Solutions Architect
Miscellaneous
1 4 (40.00%) Analytical Skills
2 2 (20.00%) Mainframe
2 2 (20.00%) Taxonomies
Operating Systems
1 2 (20.00%) Windows
Processes & Methodologies
1 10 (100.00%) Agile Software Development
2 6 (60.00%) Scrum
2 6 (60.00%) Stakeholder Management
3 5 (50.00%) ERP
4 4 (40.00%) Business Analysis
4 4 (40.00%) Data Analysis
4 4 (40.00%) Systems Analysis
5 2 (20.00%) Business Intelligence
5 2 (20.00%) Data Architecture
5 2 (20.00%) Data Engineering
5 2 (20.00%) Data Strategy
5 2 (20.00%) Enterprise Architecture
5 2 (20.00%) Ontologies
5 2 (20.00%) Process Improvement
5 2 (20.00%) Project Management
5 2 (20.00%) SDLC
5 2 (20.00%) SEO
5 2 (20.00%) Service Management
5 2 (20.00%) Software Engineering
5 2 (20.00%) TOGAF
Programming Languages
1 8 (80.00%) SQL
2 6 (60.00%) PL/SQL
Qualifications
1 6 (60.00%) Security Cleared
2 4 (40.00%) SC Cleared
3 2 (20.00%) Degree
3 2 (20.00%) HND
3 2 (20.00%) ISEB
Vendors
1 7 (70.00%) Microsoft
2 2 (20.00%) IBM
2 2 (20.00%) Oracle