Period
to 21 October 2018

The following table provides summary statistics for permanent job vacancies advertised in Gloucestershire 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 21 October 2018 with a comparison to the same period in the previous 2 years.

Data Modelling
South West > Gloucestershire
6 months to
21 Oct 2018
Same period 2017 Same period 2016
Rank 115 101 132
Rank change year-on-year -14 +31 -43
Permanent jobs citing Data Modelling 16 39 31
As % of all permanent IT jobs advertised in Gloucestershire 0.98% 2.52% 1.42%
As % of the Processes & Methodologies category 1.05% 2.79% 1.56%
Number of salaries quoted 16 23 20
Gloucestershire median annual salary £73,500 £42,500 £45,000
Median salary % change year-on-year +72.94% -5.56% -5.26%
10th Percentile £43,750 £27,700 £35,750
90th Percentile £85,750 £55,250 £65,000
South West median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - -5.56%

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 Gloucestershire with a requirement for process or methodology skills.

All Process and Methodology Skills
Gloucestershire
Permanent vacancies with a requirement for process or methodology skills 1,529 1,400 1,990
As % of all permanent IT jobs advertised in Gloucestershire 93.17% 90.56% 91.41%
Number of salaries quoted 1,237 1,126 1,585
Gloucestershire median annual salary £47,500 £42,500 £42,500
Median salary % change year-on-year +11.76% - +3.66%
10th Percentile £26,250 £25,750 £26,250
90th Percentile £68,750 £62,500 £63,750
South West median annual salary £44,500 £42,500 £40,000
% change year-on-year +4.71% +6.25% -

Data Modelling
Job Vacancy Trend in Gloucestershire

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

Job vacancy trend for Data Modelling in Gloucestershire

Data Modelling
Salary Trend in Gloucestershire

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

Salary trend for Data Modelling in Gloucestershire

Data Modelling
Salary Histogram in Gloucestershire

The salary distribution of IT jobs citing Data Modelling in Gloucestershire over the 6 months to 21 October 2018.

Salary histogram for Data Modelling in Gloucestershire

Data Modelling
Job Locations in Gloucestershire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Modelling within the Gloucestershire region over the 6 months to 21 October 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
Cirencester +5 6 £80,000 +74.86%
Cheltenham -4 2 £60,000 +12.15%
Data Modelling
South West

For the 6 months to 21 October 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 Gloucestershire region with a requirement for Data Modelling.

1 11 (68.75%) Agile Software Development
2 9 (56.25%) SQL
3 6 (37.50%) Data Warehouse
3 6 (37.50%) Amazon AWS
4 5 (31.25%) Waterfall
4 5 (31.25%) Software Engineering
4 5 (31.25%) ETL
4 5 (31.25%) TCP/IP
4 5 (31.25%) T-SQL
4 5 (31.25%) .NET
4 5 (31.25%) SQL Server
4 5 (31.25%) C#
4 5 (31.25%) Windows
4 5 (31.25%) MSI
4 5 (31.25%) WiX
4 5 (31.25%) Self-Motivation
5 4 (25.00%) Data Lake
5 4 (25.00%) Microsoft Azure
5 4 (25.00%) Talend
5 4 (25.00%) Data Analytics
5 4 (25.00%) Analytics
5 4 (25.00%) Informatica
5 4 (25.00%) SQL Server Integration Services
5 4 (25.00%) Enterprise Architecture
6 3 (18.75%) Data Architecture
6 3 (18.75%) Cognos
6 3 (18.75%) BusinessObjects
6 3 (18.75%) ERwin
6 3 (18.75%) Service Management
6 3 (18.75%) Finance

Data Modelling
Co-occurring IT Skills in Gloucestershire 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:

Application Platforms
1 1 (6.25%) Confluence
1 1 (6.25%) SAS
Applications
1 1 (6.25%) Chatbot
Cloud Services
1 6 (37.50%) Amazon AWS
2 4 (25.00%) Microsoft Azure
3 1 (6.25%) Amazon EC2
3 1 (6.25%) Amazon S3
3 1 (6.25%) Amazon SageMaker
3 1 (6.25%) Amazon SQS
3 1 (6.25%) SaaS
Communications & Networking
1 5 (31.25%) TCP/IP
Database & Business Intelligence
1 6 (37.50%) Data Warehouse
2 5 (31.25%) SQL Server
3 4 (25.00%) Data Lake
3 4 (25.00%) SQL Server Integration Services
4 3 (18.75%) BusinessObjects
5 1 (6.25%) Amazon Redshift
5 1 (6.25%) Big Data
5 1 (6.25%) Blockchain
5 1 (6.25%) BusinessObjects Business Intelligence
5 1 (6.25%) DataStage
5 1 (6.25%) NoSQL
5 1 (6.25%) PostgreSQL
5 1 (6.25%) Relational Database
5 1 (6.25%) SAS EBI
Development Applications
1 5 (31.25%) MSI
1 5 (31.25%) WiX
2 3 (18.75%) ERwin
3 1 (6.25%) Atlassian Bamboo
3 1 (6.25%) Bitbucket
3 1 (6.25%) Git (software)
3 1 (6.25%) IntelliJ
3 1 (6.25%) JIRA
General
1 3 (18.75%) Finance
2 1 (6.25%) Retail
Job Titles
1 10 (62.50%) Architect
2 7 (43.75%) Data Architect
3 6 (37.50%) Developer
4 5 (31.25%) .NET Developer
4 5 (31.25%) .NET Software Developer
4 5 (31.25%) C# .NET Developer
4 5 (31.25%) C# Developer
4 5 (31.25%) C# Software Developer
4 5 (31.25%) Software Developer
5 3 (18.75%) Senior Architect
5 3 (18.75%) Senior Data Architect
6 2 (12.50%) Lead Architect
6 2 (12.50%) Lead Data Architect
6 2 (12.50%) Solutions Architect
7 1 (6.25%) Cloud Architect
7 1 (6.25%) Enterprise Architect
7 1 (6.25%) ETL Developer
Libraries, Frameworks & Software Standards
1 5 (31.25%) .NET
2 1 (6.25%) Java EE
2 1 (6.25%) JSON
2 1 (6.25%) Natural Language Processing
2 1 (6.25%) Spring
2 1 (6.25%) XML
Miscellaneous
1 5 (31.25%) Self-Motivation
2 3 (18.75%) Analytical Skills
2 3 (18.75%) Data Structures
2 3 (18.75%) Greenfield Project
3 1 (6.25%) Algorithms
Operating Systems
1 5 (31.25%) Windows
Processes & Methodologies
1 11 (68.75%) Agile Software Development
2 5 (31.25%) ETL
2 5 (31.25%) Software Engineering
2 5 (31.25%) Waterfall
3 4 (25.00%) Analytics
3 4 (25.00%) Data Analytics
3 4 (25.00%) Enterprise Architecture
4 3 (18.75%) Conceptual Models
4 3 (18.75%) Data Architecture
4 3 (18.75%) Logical Data Model
4 3 (18.75%) Robotic Process Automation
4 3 (18.75%) Service Management
5 2 (12.50%) Business Intelligence
5 2 (12.50%) Business Process Modelling
5 2 (12.50%) ITIL
5 2 (12.50%) Requirements Analysis
5 2 (12.50%) Service Delivery
5 2 (12.50%) UML
5 2 (12.50%) User Stories
5 2 (12.50%) V-Model
Programming Languages
1 9 (56.25%) SQL
2 5 (31.25%) C#
2 5 (31.25%) T-SQL
3 2 (12.50%) C
4 1 (6.25%) Python
4 1 (6.25%) R
Qualifications
1 2 (12.50%) DV Cleared
1 2 (12.50%) Security Cleared
Quality Assurance & Compliance
1 2 (12.50%) Data Quality
Vendors
1 4 (25.00%) Informatica
1 4 (25.00%) Talend
2 3 (18.75%) Cognos
3 1 (6.25%) Alteryx
3 1 (6.25%) Atlassian
3 1 (6.25%) IBM
3 1 (6.25%) Microsoft
3 1 (6.25%) SAP
3 1 (6.25%) Tableau