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 3 months to 24 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
24 Mar 2017
Same period 2016 Same period 2015
Data Modelling
South West / Gloucestershire
Rank 91 79 52
Rank change year-on-year -12 -27  
Permanent jobs citing Data Modelling 10 21 50
As % of all permanent IT jobs advertised in Gloucestershire 1.18% 1.98% 4.97%
As % of the Processes & Methodologies category 1.29% 2.20% 5.56%
Number of salaries quoted 8 16 23
Median salary £43,500 £42,500 £41,500
Median salary % change year-on-year +2.35% +2.40%  
90% offered a salary of more than £35,000 £34,750 £34,200
10% offered a salary of more than £48,750 £50,000 £70,000
UK excluding London median salary £50,000 £47,500 £47,500
% change year-on-year +5.26% -  

Data Modelling is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Gloucestershire with a requirement for process and methodology skills.

Process & Methodology Skills
Gloucestershire
Permanent job vacancies with a requirement for process and methodology skills 778 954 899
As % of all permanent IT job vacancies advertised in Gloucestershire 91.96% 89.92% 89.28%
Number of salaries quoted 635 594 727
Median salary £45,000 £47,500 £42,500
Median salary % change year-on-year -5.26% +11.76%  
90% offered a salary of more than £32,500 £34,500 £29,000
10% offered a salary of more than £65,000 £65,000 £65,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Modelling
Job Vacancy Trend in Gloucestershire

The job posting trend of jobs advertised in Gloucestershire citing Data Modelling as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

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 3 months to 24 March 2017.

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 3 months to 24 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Gloucester - 5 £45,000 -
Cheltenham -3 2 - - 1
Stroud - 1 £57,500 -
Data Modelling
South West

Data Modelling
Top 30 Related IT Skills in Gloucestershire

For the 6 months to 24 March 2017, 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 Gloucestershire region with a requirement for Data Modelling.

1 18 (51.43%) SQL
2 16 (45.71%) Agile Software Development
3 14 (40.00%) Business Intelligence
4 12 (34.29%) Data Warehouse
4 12 (34.29%) Security Cleared
5 11 (31.43%) ETL
5 11 (31.43%) Scrum
6 8 (22.86%) C
6 8 (22.86%) XML
6 8 (22.86%) Data Architecture
6 8 (22.86%) Logical Data Model
7 7 (20.00%) Java
7 7 (20.00%) Retail
7 7 (20.00%) Data Management
8 6 (17.14%) Data Analysis
8 6 (17.14%) Finance
8 6 (17.14%) Service Management
8 6 (17.14%) XSD
8 6 (17.14%) ITIL
8 6 (17.14%) SQL Server
8 6 (17.14%) DV Cleared
8 6 (17.14%) Requirements Analysis
8 6 (17.14%) Use Case
8 6 (17.14%) Physical Data Model
9 5 (14.29%) Oracle
10 4 (11.43%) Project Management
10 4 (11.43%) UML
10 4 (11.43%) Service Delivery
10 4 (11.43%) Management Information System
10 4 (11.43%) Validation

Data Modelling
Top Related 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 2 (5.71%) Apache Spark
1 2 (5.71%) BizTalk Server
1 2 (5.71%) Confluence
2 1 (2.86%) Apache
2 1 (2.86%) Apache Pig
2 1 (2.86%) Elasticsearch
Cloud Services
1 3 (8.57%) Amazon AWS
2 1 (2.86%) Microsoft Azure
Database & Business Intelligence
1 12 (34.29%) Data Warehouse
2 6 (17.14%) SQL Server
3 4 (11.43%) SQL Server Integration Services
4 3 (8.57%) Big Data
4 3 (8.57%) MySQL
4 3 (8.57%) NoSQL
4 3 (8.57%) Relational Database
5 2 (5.71%) Hadoop
6 1 (2.86%) Apache Accumulo
6 1 (2.86%) Apache Hive
6 1 (2.86%) MongoDB
6 1 (2.86%) Neo4j
6 1 (2.86%) Oracle Database
6 1 (2.86%) OrientDB
6 1 (2.86%) RDBMS
Development Applications
1 2 (5.71%) Git (software)
1 2 (5.71%) Jenkins
1 2 (5.71%) JIRA
1 2 (5.71%) Rational DOORS
2 1 (2.86%) JUnit
General
1 7 (20.00%) Retail
2 6 (17.14%) Finance
3 4 (11.43%) Banking
3 4 (11.43%) Retail Banking
4 1 (2.86%) Advertising
Job Titles
1 23 (65.71%) Architect
2 17 (48.57%) Data Architect
3 8 (22.86%) Business Intelligence Architect
4 7 (20.00%) Developer
5 6 (17.14%) Solutions Architect
6 3 (8.57%) Business Architect
6 3 (8.57%) Cloud Architect
6 3 (8.57%) ETL Architect
6 3 (8.57%) Java Architect
6 3 (8.57%) Java Developer
7 2 (5.71%) Applications Developer
7 2 (5.71%) AWS Architect
7 2 (5.71%) AWS DevOps
7 2 (5.71%) BizTalk Developer
7 2 (5.71%) DevOps Architect
7 2 (5.71%) E-Commerce Architect
7 2 (5.71%) NoSQL Architect
7 2 (5.71%) Senior Architect
7 2 (5.71%) Systems Engineer
8 1 (2.86%) Principal Data Architect
Libraries, Frameworks & Software Standards
1 8 (22.86%) XML
2 6 (17.14%) XSD
3 2 (5.71%) .NET
3 2 (5.71%) ASP.NET
3 2 (5.71%) ASP.NET Web API
3 2 (5.71%) HTML
3 2 (5.71%) HTML5
3 2 (5.71%) JSON
3 2 (5.71%) XForms
3 2 (5.71%) XSL
4 1 (2.86%) Kafka
4 1 (2.86%) Web Services
Miscellaneous
1 4 (11.43%) Analytical Skills
1 4 (11.43%) Management Information System
2 2 (5.71%) Computer Science
2 2 (5.71%) Reference Data
2 2 (5.71%) Wiki
Operating Systems
1 2 (5.71%) Unix
1 2 (5.71%) Windows
1 2 (5.71%) Windows Server
Processes & Methodologies
1 16 (45.71%) Agile Software Development
2 14 (40.00%) Business Intelligence
3 11 (31.43%) ETL
3 11 (31.43%) Scrum
4 8 (22.86%) Data Architecture
4 8 (22.86%) Logical Data Model
5 7 (20.00%) Data Management
6 6 (17.14%) Data Analysis
6 6 (17.14%) ITIL
6 6 (17.14%) Physical Data Model
6 6 (17.14%) Requirements Analysis
6 6 (17.14%) Service Management
6 6 (17.14%) Use Case
7 4 (11.43%) Business Process Modelling
7 4 (11.43%) DevOps
7 4 (11.43%) Dimensional Modelling
7 4 (11.43%) Master Data Management
7 4 (11.43%) Unit Testing
7 4 (11.43%) V-Model
7 4 (11.43%) Waterfall
Programming Languages
1 18 (51.43%) SQL
2 8 (22.86%) C
3 7 (20.00%) Java
4 2 (5.71%) C#
4 2 (5.71%) PL/SQL
4 2 (5.71%) T-SQL
4 2 (5.71%) XPath
4 2 (5.71%) XQuery
Qualifications
1 12 (34.29%) Security Cleared
2 6 (17.14%) DV Cleared
3 4 (11.43%) SC Cleared
4 2 (5.71%) BPSS Clearance
4 2 (5.71%) ISEB
Quality Assurance & Compliance
1 2 (5.71%) Data Quality
System Software
1 2 (5.71%) Firmware
2 1 (2.86%) Apache ZooKeeper
Systems Management
1 2 (5.71%) HP Quality Center
2 1 (2.86%) Hadoop YARN
Vendors
1 5 (14.29%) Oracle
2 3 (8.57%) Microsoft
3 2 (5.71%) CA Agile Central
4 1 (2.86%) Cloudera
4 1 (2.86%) Hortonworks
4 1 (2.86%) MapR
Cheltenham, Gloucestershire
Blue Resourcing
Posted: 18 days ago