Period
to 14 November 2018

The following table provides summary statistics for permanent job vacancies advertised in Swindon 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 14 November 2018 with a comparison to the same period in the previous 2 years.

Data Modelling
Wiltshire > Swindon
6 months to
14 Nov 2018
Same period 2017 Same period 2016
Rank 62 62 -
Rank change year-on-year 0 - +68
Permanent jobs citing Data Modelling 18 13 0
As % of all permanent IT jobs advertised in Swindon 2.16% 1.76% -
As % of the Processes & Methodologies category 2.37% 1.98% -
Number of salaries quoted 12 13 0
Swindon median annual salary £45,000 £42,500 -
Median salary % change year-on-year +5.88% - -
Wiltshire median annual salary £45,000 £41,500 £42,750
% change year-on-year +8.43% -2.92% -10.00%

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 Swindon with a requirement for process or methodology skills.

All Process and Methodology Skills
Swindon
Permanent vacancies with a requirement for process or methodology skills 760 657 711
As % of all permanent IT jobs advertised in Swindon 91.24% 88.90% 86.29%
Number of salaries quoted 687 536 574
Swindon median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -6.98%
10th Percentile £29,883 £28,750 £25,825
90th Percentile £67,787 £57,500 £65,000
Wiltshire median annual salary £45,000 £40,000 £40,000
% change year-on-year +12.50% - -

Data Modelling
Job Vacancy Trend in Swindon

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

Job vacancy trend for Data Modelling in Swindon

Data Modelling
Salary Trend in Swindon

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

Salary trend for Data Modelling in Swindon

Data Modelling
Salary Histogram in Swindon

The salary distribution of IT jobs citing Data Modelling in Swindon over the 6 months to 14 November 2018.

Salary histogram for Data Modelling in Swindon

For the 6 months to 14 November 2018, IT jobs citing Data Modelling 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 Swindon region with a requirement for Data Modelling.

1 17 (94.44%) SQL
2 12 (66.67%) OO
3 7 (38.89%) Hibernate
3 7 (38.89%) Spring
3 7 (38.89%) Maven
3 7 (38.89%) JUnit
3 7 (38.89%) Java
3 7 (38.89%) OOD
3 7 (38.89%) RESTful
3 7 (38.89%) Analytics
4 6 (33.33%) Data Architecture
4 6 (33.33%) Management Information System
5 5 (27.78%) Data Security
5 5 (27.78%) Asset Management
5 5 (27.78%) Python
5 5 (27.78%) Statistics
5 5 (27.78%) Degree
5 5 (27.78%) Informatics
5 5 (27.78%) Computer Science
5 5 (27.78%) PostgreSQL
5 5 (27.78%) Process Improvement
5 5 (27.78%) Relational Database
5 5 (27.78%) Data Munging
5 5 (27.78%) Actionable Insight
5 5 (27.78%) Data Science
5 5 (27.78%) Self-Motivation
5 5 (27.78%) Problem-Solving
5 5 (27.78%) Big Data
5 5 (27.78%) Tech Ops
6 4 (22.22%) Data Warehouse

Data Modelling
Co-occurring IT Skills in Swindon 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 1 (5.56%) Amazon AWS
1 1 (5.56%) Microsoft Azure
Database & Business Intelligence
1 5 (27.78%) Big Data
1 5 (27.78%) PostgreSQL
1 5 (27.78%) Relational Database
2 4 (22.22%) Data Warehouse
3 3 (16.67%) SQL Server Integration Services
4 2 (11.11%) SQL Server
4 2 (11.11%) SQL Server 2008
4 2 (11.11%) SQL Server 2016
4 2 (11.11%) SQL Server Analysis Services
4 2 (11.11%) SQL Server Reporting Services
5 1 (5.56%) BusinessObjects
Development Applications
1 7 (38.89%) JUnit
1 7 (38.89%) Maven
2 1 (5.56%) ERwin
General
1 2 (11.11%) Marketing
2 1 (5.56%) Banking
2 1 (5.56%) Finance
2 1 (5.56%) Law
Job Titles
1 9 (50.00%) Developer
2 7 (38.89%) Java Developer
3 5 (27.78%) Data Engineer
4 4 (22.22%) Architect
4 4 (22.22%) Data Architect
5 2 (11.11%) SQL Developer
Libraries, Frameworks & Software Standards
1 7 (38.89%) Hibernate
1 7 (38.89%) RESTful
1 7 (38.89%) Spring
Miscellaneous
1 6 (33.33%) Management Information System
2 5 (27.78%) Computer Science
2 5 (27.78%) Self-Motivation
3 2 (11.11%) Analytical Skills
Operating Systems
1 3 (16.67%) Windows
Processes & Methodologies
1 12 (66.67%) OO
2 7 (38.89%) Analytics
2 7 (38.89%) OOD
3 6 (33.33%) Data Architecture
4 5 (27.78%) Actionable Insight
4 5 (27.78%) Asset Management
4 5 (27.78%) Data Munging
4 5 (27.78%) Data Science
4 5 (27.78%) Data Security
4 5 (27.78%) Informatics
4 5 (27.78%) Problem-Solving
4 5 (27.78%) Process Improvement
4 5 (27.78%) Statistics
4 5 (27.78%) Tech Ops
5 3 (16.67%) Agile Software Development
5 3 (16.67%) Business Intelligence
6 2 (11.11%) Logical Data Model
6 2 (11.11%) Waterfall
7 1 (5.56%) Information Exploitation
7 1 (5.56%) Physical Data Model
Programming Languages
1 17 (94.44%) SQL
2 7 (38.89%) Java
3 5 (27.78%) Python
4 2 (11.11%) T-SQL
Qualifications
1 5 (27.78%) Degree
Quality Assurance & Compliance
1 1 (5.56%) Data Quality
Vendors
1 1 (5.56%) Cognos
1 1 (5.56%) Informatica
1 1 (5.56%) Talend