Period
to 18 January 2019

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 18 January 2019 with a comparison to the same period in the previous 2 years.

Data Modelling
Wiltshire > Swindon
6 months to
18 Jan 2019
Same period 2018 Same period 2017
Rank 71 59 73
Rank change year-on-year -12 +14 -9
Permanent jobs citing Data Modelling 14 9 3
As % of all permanent IT jobs advertised in Swindon 1.69% 1.39% 0.39%
As % of the Processes & Methodologies category 1.82% 1.59% 0.45%
Number of salaries quoted 9 9 1
Swindon median annual salary £45,000 £57,500 £52,500
Median salary % change year-on-year -21.74% +9.52% +5.00%
10th Percentile £32,500 £44,250 £46,250
90th Percentile £62,500 £58,750 £58,750
Wiltshire median annual salary £47,500 £45,000 £42,500
% change year-on-year +5.56% +5.88% -15.00%

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 768 566 673
As % of all permanent IT jobs advertised in Swindon 92.75% 87.35% 86.39%
Number of salaries quoted 685 472 565
Swindon median annual salary £47,500 £42,500 £42,500
Median salary % change year-on-year +11.76% - -
10th Percentile £29,000 £28,750 £26,250
90th Percentile £70,000 £60,000 £62,419
Wiltshire median annual salary £45,000 £41,000 £40,000
% change year-on-year +9.76% +2.50% -

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 18 January 2019.

Salary histogram for Data Modelling in Swindon

For the 6 months to 18 January 2019, 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 14 (100.00%) SQL
2 10 (71.43%) OO
3 6 (42.86%) Analytics
4 5 (35.71%) Relational Database
4 5 (35.71%) Data Munging
4 5 (35.71%) Process Improvement
4 5 (35.71%) Big Data
4 5 (35.71%) Degree
4 5 (35.71%) Informatics
4 5 (35.71%) Computer Science
4 5 (35.71%) RESTful
4 5 (35.71%) Data Architecture
4 5 (35.71%) Actionable Insight
4 5 (35.71%) Data Science
4 5 (35.71%) Self-Motivation
4 5 (35.71%) Problem-Solving
4 5 (35.71%) Tech Ops
4 5 (35.71%) Data Security
4 5 (35.71%) Management Information System
4 5 (35.71%) PostgreSQL
4 5 (35.71%) Hibernate
4 5 (35.71%) OOD
4 5 (35.71%) Asset Management
4 5 (35.71%) Spring
4 5 (35.71%) Maven
4 5 (35.71%) Statistics
4 5 (35.71%) Python
4 5 (35.71%) Java
4 5 (35.71%) JUnit
5 4 (28.57%) 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 (7.14%) Amazon AWS
1 1 (7.14%) Microsoft Azure
Database & Business Intelligence
1 5 (35.71%) Big Data
1 5 (35.71%) PostgreSQL
1 5 (35.71%) Relational Database
2 4 (28.57%) Data Warehouse
2 4 (28.57%) SQL Server Integration Services
3 3 (21.43%) SQL Server
3 3 (21.43%) SQL Server 2008
3 3 (21.43%) SQL Server 2016
3 3 (21.43%) SQL Server Analysis Services
3 3 (21.43%) SQL Server Reporting Services
4 1 (7.14%) BusinessObjects
Development Applications
1 5 (35.71%) JUnit
1 5 (35.71%) Maven
2 1 (7.14%) ERwin
General
1 3 (21.43%) Marketing
Job Titles
1 8 (57.14%) Developer
2 5 (35.71%) Data Engineer
2 5 (35.71%) Java Developer
3 3 (21.43%) SQL Developer
4 1 (7.14%) Architect
4 1 (7.14%) Data Architect
4 1 (7.14%) Lead Developer
4 1 (7.14%) Senior Developer
4 1 (7.14%) Senior SQL Developer
Libraries, Frameworks & Software Standards
1 5 (35.71%) Hibernate
1 5 (35.71%) RESTful
1 5 (35.71%) Spring
2 1 (7.14%) .NET
Miscellaneous
1 5 (35.71%) Management Information System
1 5 (35.71%) Self-Motivation
Operating Systems
1 1 (7.14%) Windows
Processes & Methodologies
1 10 (71.43%) OO
2 6 (42.86%) Analytics
3 5 (35.71%) Actionable Insight
3 5 (35.71%) Asset Management
3 5 (35.71%) Computer Science
3 5 (35.71%) Data Architecture
3 5 (35.71%) Data Munging
3 5 (35.71%) Data Science
3 5 (35.71%) Data Security
3 5 (35.71%) Informatics
3 5 (35.71%) OOD
3 5 (35.71%) Problem-Solving
3 5 (35.71%) Process Improvement
3 5 (35.71%) Statistics
3 5 (35.71%) Tech Ops
4 3 (21.43%) Business Intelligence
5 1 (7.14%) Agile Software Development
5 1 (7.14%) Data Integration
5 1 (7.14%) ETL
5 1 (7.14%) Logical Data Model
Programming Languages
1 14 (100.00%) SQL
2 5 (35.71%) Java
2 5 (35.71%) Python
3 3 (21.43%) T-SQL
4 1 (7.14%) C#
4 1 (7.14%) VB
Qualifications
1 5 (35.71%) Degree
Vendors
1 1 (7.14%) Cognos
1 1 (7.14%) Informatica
1 1 (7.14%) Talend