The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the Gloucestershire region. Included is a guide to the salaries offered in IT jobs that have cited Data Modelling over the 3 months to 25 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
25 Feb 2017
Same period 2016 Same period 2015
Data Modelling
South West / Gloucestershire
Rank 94 78 57
Rank change year-on-year
-16 -21
Permanent jobs citing Data Modelling 12 17 39
As % of all permanent IT jobs located in Gloucestershire 1.35% 1.78% 3.90%
As % of the Processes & Methodologies category 1.47% 1.99% 4.46%
Number of salaries quoted 10 11 18
Median salary £45,000 £38,500 £38,500
Median salary % change year-on-year
+16.88% -
90% offered a salary of more than £35,000 £37,500 £33,350
10% offered a salary of more than £62,000 £50,000 £70,000
UK excluding London median salary £47,500 £47,500 £47,500

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Gloucestershire region.

Processes & Methodologies Category
Gloucestershire
Permanent IT job ads with a match in the
Processes & Methodologies category
817 853 874
As % of all permanent IT jobs located in Gloucestershire 92.00% 89.13% 87.49%
Number of salaries quoted 668 562 714
Median salary £45,000 £48,000 £42,500
Median salary % change year-on-year
-6.25% +12.94%
90% offered a salary of more than £32,500 £33,500 £29,000
10% offered a salary of more than £65,000 £62,500 £65,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Modelling
Jobs Demand Trend in Gloucestershire

The demand trend of job ads across the Gloucestershire region citing Data Modelling as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Modelling Jobs Demand Trend 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 across the Gloucestershire region.

Data Modelling Salary Trend in Gloucestershire

Data Modelling
Salary Histogram in Gloucestershire

This chart provides a salary histogram for IT jobs citing Data Modelling across the Gloucestershire region over the 3 months to 25 February 2017.

Data Modelling Salary Histogram 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 25 February 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 5 £45,000 -
Cheltenham 0 2 £62,000 +48.50%
Stroud -2 1 £57,500 +59.72%
Data Modelling
South West

Data Modelling
Top 30 Related IT Skills in Gloucestershire

For the 6 months to 25 February 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 21 (52.50%) SQL
2 18 (45.00%) Business Intelligence
3 17 (42.50%) Agile Software Development
4 16 (40.00%) Data Warehouse
5 12 (30.00%) Security Cleared
6 11 (27.50%) ETL
6 11 (27.50%) C
6 11 (27.50%) Scrum
7 10 (25.00%) Retail
7 10 (25.00%) Data Analysis
8 8 (20.00%) Banking
8 8 (20.00%) Service Management
8 8 (20.00%) Finance
8 8 (20.00%) Java
8 8 (20.00%) ITIL
8 8 (20.00%) Data Architecture
8 8 (20.00%) DV Cleared
8 8 (20.00%) Use Case
8 8 (20.00%) Dimensional Modelling
8 8 (20.00%) Logical Data Model
9 7 (17.50%) Retail Banking
9 7 (17.50%) Data Management
9 7 (17.50%) TOGAF
10 6 (15.00%) Requirements Analysis
10 6 (15.00%) XML
10 6 (15.00%) SQL Server
10 6 (15.00%) DevOps
10 6 (15.00%) Physical Data Model
11 5 (12.50%) Analytical Skills
11 5 (12.50%) Oracle

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 (5.00%) Apache Spark
1 2 (5.00%) BizTalk Server
1 2 (5.00%) Confluence
2 1 (2.50%) Apache
2 1 (2.50%) Apache Pig
2 1 (2.50%) Elasticsearch
Cloud Services
1 4 (10.00%) Amazon AWS
2 2 (5.00%) Microsoft Azure
Database & Business Intelligence
1 16 (40.00%) Data Warehouse
2 6 (15.00%) SQL Server
3 4 (10.00%) SQL Server Integration Services
4 3 (7.50%) Big Data
4 3 (7.50%) MySQL
4 3 (7.50%) NoSQL
4 3 (7.50%) Relational Database
5 2 (5.00%) Hadoop
6 1 (2.50%) Apache Accumulo
6 1 (2.50%) Apache Hive
6 1 (2.50%) MongoDB
6 1 (2.50%) Neo4j
6 1 (2.50%) Oracle Database
6 1 (2.50%) OrientDB
6 1 (2.50%) RDBMS
Development Applications
1 4 (10.00%) Rational DOORS
2 2 (5.00%) Git (software)
2 2 (5.00%) Jenkins
2 2 (5.00%) JIRA
2 2 (5.00%) JUnit
General
1 10 (25.00%) Retail
2 8 (20.00%) Banking
2 8 (20.00%) Finance
3 7 (17.50%) Retail Banking
4 1 (2.50%) Advertising
Job Titles
1 27 (67.50%) Architect
2 21 (52.50%) Data Architect
3 12 (30.00%) Business Intelligence Architect
4 6 (15.00%) Business Architect
4 6 (15.00%) Developer
4 6 (15.00%) Solutions Architect
5 4 (10.00%) Java Developer
5 4 (10.00%) Systems Engineer
6 3 (7.50%) Cloud Architect
6 3 (7.50%) ETL Architect
6 3 (7.50%) Java Architect
7 2 (5.00%) AWS Architect
7 2 (5.00%) AWS DevOps
7 2 (5.00%) BizTalk Developer
7 2 (5.00%) Data Modeller
7 2 (5.00%) DevOps Architect
7 2 (5.00%) E-Commerce Architect
7 2 (5.00%) NoSQL Architect
7 2 (5.00%) Senior Architect
8 1 (2.50%) Principal Data Architect
Libraries, Frameworks & Software Standards
1 6 (15.00%) XML
2 4 (10.00%) XSD
3 2 (5.00%) .NET
3 2 (5.00%) ASP.NET
3 2 (5.00%) ASP.NET Web API
3 2 (5.00%) HTML
3 2 (5.00%) HTML5
3 2 (5.00%) JSON
4 1 (2.50%) Apache Camel
4 1 (2.50%) Kafka
4 1 (2.50%) Spring
4 1 (2.50%) Web Services
Miscellaneous
1 5 (12.50%) Analytical Skills
2 4 (10.00%) Computer Science
2 4 (10.00%) Management Information System
3 2 (5.00%) Reference Data
3 2 (5.00%) Wiki
Operating Systems
1 2 (5.00%) Unix
1 2 (5.00%) Windows
1 2 (5.00%) Windows Server
Processes & Methodologies
1 18 (45.00%) Business Intelligence
2 17 (42.50%) Agile Software Development
3 11 (27.50%) ETL
3 11 (27.50%) Scrum
4 10 (25.00%) Data Analysis
5 8 (20.00%) Data Architecture
5 8 (20.00%) Dimensional Modelling
5 8 (20.00%) ITIL
5 8 (20.00%) Logical Data Model
5 8 (20.00%) Service Management
5 8 (20.00%) Use Case
6 7 (17.50%) Data Management
6 7 (17.50%) TOGAF
7 6 (15.00%) DevOps
7 6 (15.00%) Physical Data Model
7 6 (15.00%) Requirements Analysis
8 4 (10.00%) Master Data Management
8 4 (10.00%) Performance Metrics
8 4 (10.00%) User Stories
8 4 (10.00%) Waterfall
Programming Languages
1 21 (52.50%) SQL
2 11 (27.50%) C
3 8 (20.00%) Java
4 3 (7.50%) PL/SQL
5 2 (5.00%) C#
5 2 (5.00%) T-SQL
Qualifications
1 12 (30.00%) Security Cleared
2 8 (20.00%) DV Cleared
3 2 (5.00%) BPSS Clearance
3 2 (5.00%) ISEB
3 2 (5.00%) SC Cleared
Quality Assurance & Compliance
1 2 (5.00%) Data Quality
System Software
1 2 (5.00%) Firmware
2 1 (2.50%) Apache ZooKeeper
Systems Management
1 2 (5.00%) HP Quality Center
2 1 (2.50%) Hadoop YARN
Vendors
1 5 (12.50%) Oracle
2 3 (7.50%) Microsoft
3 1 (2.50%) Cloudera
3 1 (2.50%) Hortonworks
3 1 (2.50%) MapR