Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Gloucester with a requirement for Big Data skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Big Data over the 6 months to 20 November 2017 with a comparison to the same period in the previous 2 years.

Big Data
Gloucestershire > Gloucester
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 37 58 60
Rank change year-on-year +21 +2 -6
Permanent jobs citing Big Data 13 15 10
As % of all permanent IT jobs advertised in Gloucester 4.04% 2.41% 1.81%
As % of the Database & Business Intelligence category 17.11% 13.64% 7.30%
Number of salaries quoted 13 24 9
Gloucester median annual salary £52,500 £63,750 £37,500
Median salary % change year-on-year -17.65% +70.00% -34.78%
10th Percentile £24,000 £38,625 £26,250
90th Percentile £62,500 £71,250 £90,000
Gloucestershire median annual salary £45,000 £55,000 £65,000
% change year-on-year -18.18% -15.38% +6.12%

Big Data is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Gloucester with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Gloucester
Permanent vacancies with a requirement for database or business intelligence skills 76 110 137
As % of all permanent IT jobs advertised in Gloucester 23.60% 17.68% 24.73%
Number of salaries quoted 65 98 112
Gloucester median annual salary £45,000 £41,125 £40,000
Median salary % change year-on-year +9.42% +2.81% +3.90%
10th Percentile £29,500 £29,000 £27,500
90th Percentile £58,250 £57,500 £52,500
Gloucestershire median annual salary £44,000 £45,000 £42,500
% change year-on-year -2.22% +5.88% +13.33%

Big Data
Job Vacancy Trend in Gloucester

Job postings citing Big Data as a percentage of all IT jobs advertised in Gloucester.

Job vacancy trend for Big Data in Gloucester

Big Data
Salary Trend in Gloucester

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

Salary trend for Big Data in Gloucester

Big Data
Salary Histogram in Gloucester

The salary distribution of IT jobs citing Big Data in Gloucester over the 6 months to 20 November 2017.

Salary histogram for Big Data in Gloucester

For the 6 months to 20 November 2017, IT jobs citing Big Data 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 Gloucester region with a requirement for Big Data.

1 9 (69.23%) Security Cleared
2 8 (61.54%) Hadoop
2 8 (61.54%) HTML
2 8 (61.54%) JavaScript
2 8 (61.54%) CSS
2 8 (61.54%) Software Engineering
3 7 (53.85%) Java
3 7 (53.85%) C++
3 7 (53.85%) DV Cleared
4 6 (46.15%) HTML5
4 6 (46.15%) Python
5 5 (38.46%) Agile Software Development
6 4 (30.77%) Apache Hive
6 4 (30.77%) jQuery
6 4 (30.77%) Continuous Integration
6 4 (30.77%) NoSQL
6 4 (30.77%) Apache Spark
6 4 (30.77%) DevOps
6 4 (30.77%) Java EE
6 4 (30.77%) Apache
6 4 (30.77%) C#
6 4 (30.77%) MySQL
6 4 (30.77%) Oracle
7 3 (23.08%) Web Services
7 3 (23.08%) MVC
7 3 (23.08%) Linux
7 3 (23.08%) JSON
7 3 (23.08%) Spring
7 3 (23.08%) Hibernate
7 3 (23.08%) Scrum

Big Data
Co-occurring IT Skills in Gloucester 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 4 (30.77%) Apache
1 4 (30.77%) Apache Spark
2 3 (23.08%) Elasticsearch
3 1 (7.69%) Confluence
Applications
1 1 (7.69%) GNU Octave
Cloud Services
1 1 (7.69%) Amazon AWS
1 1 (7.69%) SaaS
1 1 (7.69%) Serverless
Database & Business Intelligence
1 8 (61.54%) Hadoop
2 4 (30.77%) Apache Hive
2 4 (30.77%) MySQL
2 4 (30.77%) NoSQL
3 2 (15.38%) EDRMS
4 1 (7.69%) MongoDB
4 1 (7.69%) Oracle Database
4 1 (7.69%) SQL Server
4 1 (7.69%) SQL Server 2014
Development Applications
1 2 (15.38%) Mercurial
1 2 (15.38%) Subversion
2 1 (7.69%) Jenkins
2 1 (7.69%) JIRA
2 1 (7.69%) Selenium
2 1 (7.69%) Team Foundation Server
General
1 2 (15.38%) Finance
2 1 (7.69%) Law
2 1 (7.69%) Military
Job Titles
1 9 (69.23%) Developer
2 7 (53.85%) Developer/Software Engineer
2 7 (53.85%) Software Developer
2 7 (53.85%) Software Engineer
3 5 (38.46%) Java Developer
3 5 (38.46%) Java Engineer
3 5 (38.46%) Java Software Developer
3 5 (38.46%) Java Software Engineer
4 4 (30.77%) DV Cleared Software Engineer
5 3 (23.08%) DV Cleared Java Developer
6 2 (15.38%) Big Data Engineer
6 2 (15.38%) Data Engineer
6 2 (15.38%) Junior
6 2 (15.38%) Junior Developer
6 2 (15.38%) Junior PHP Developer
6 2 (15.38%) PHP Developer
7 1 (7.69%) Architect
7 1 (7.69%) Senior Developer
7 1 (7.69%) Solutions Architect
7 1 (7.69%) Technical Architect
Libraries, Frameworks & Software Standards
1 8 (61.54%) CSS
1 8 (61.54%) HTML
2 6 (46.15%) HTML5
3 4 (30.77%) Java EE
3 4 (30.77%) jQuery
4 3 (23.08%) AngularJS
4 3 (23.08%) CSS3
4 3 (23.08%) Hibernate
4 3 (23.08%) JSON
4 3 (23.08%) Spring
4 3 (23.08%) Web Services
5 2 (15.38%) Apache Camel
5 2 (15.38%) LAMP
5 2 (15.38%) Node.js
5 2 (15.38%) REST
5 2 (15.38%) XML
6 1 (7.69%) .NET
6 1 (7.69%) ASP.NET
6 1 (7.69%) STL
6 1 (7.69%) WCF
Miscellaneous
1 2 (15.38%) PKI
2 1 (7.69%) Virtual Team
Operating Systems
1 3 (23.08%) Linux
2 1 (7.69%) Unix
Processes & Methodologies
1 8 (61.54%) Software Engineering
2 5 (38.46%) Agile Software Development
3 4 (30.77%) Continuous Integration
3 4 (30.77%) DevOps
4 3 (23.08%) Cybersecurity
4 3 (23.08%) MVC
4 3 (23.08%) Scrum
5 2 (15.38%) Analytics
5 2 (15.38%) Big Data Analytics
5 2 (15.38%) Data Analytics
5 2 (15.38%) OO
5 2 (15.38%) OO PHP
5 2 (15.38%) Open Source
5 2 (15.38%) Validation
6 1 (7.69%) API Integration
6 1 (7.69%) Coaching
6 1 (7.69%) Computer Vision
6 1 (7.69%) Customer Requirements
6 1 (7.69%) Deep Learning
6 1 (7.69%) Statistical Modelling
Programming Languages
1 8 (61.54%) JavaScript
2 7 (53.85%) C++
2 7 (53.85%) Java
3 6 (46.15%) Python
4 4 (30.77%) C#
5 2 (15.38%) Perl
5 2 (15.38%) PHP
5 2 (15.38%) Ruby
6 1 (7.69%) Fortran
6 1 (7.69%) MATLAB
Qualifications
1 9 (69.23%) Security Cleared
2 7 (53.85%) DV Cleared
3 2 (15.38%) Degree
4 1 (7.69%) SC Cleared
Vendors
1 4 (30.77%) Oracle
2 2 (15.38%) Zend
3 1 (7.69%) Atlassian
3 1 (7.69%) Microsoft