Period
to 23 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Gloucester with a requirement for Hadoop skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Hadoop over the 6 months to 23 November 2017 with a comparison to the same period in the previous 2 years.

Apache Hadoop
Gloucestershire > Gloucester
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 41 66 64
Rank change year-on-year +25 -2 -12
Permanent jobs citing Hadoop 8 13 5
As % of all permanent IT jobs advertised in Gloucester 2.52% 2.07% 0.90%
As % of the Database & Business Intelligence category 10.53% 11.50% 3.62%
Number of salaries quoted 8 9 5
Gloucester median annual salary £55,000 £47,500 £32,500
Median salary % change year-on-year +15.79% +46.15% -34.34%
10th Percentile £46,000 £24,250 £26,300
90th Percentile £64,750 £59,000 £46,200
Gloucestershire median annual salary £45,000 £52,000 £60,000
% change year-on-year -13.46% -13.33% +26.98%

Hadoop 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 76 113 138
As % of all permanent IT jobs advertised in Gloucester 23.97% 17.97% 24.82%
Number of salaries quoted 65 101 113
Gloucester median annual salary £45,000 £40,750 £40,000
Median salary % change year-on-year +10.43% +1.88% +3.90%
10th Percentile £29,500 £26,250 £27,500
90th Percentile £58,250 £57,500 £52,500
Gloucestershire median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +13.33%

Hadoop
Job Vacancy Trend in Gloucester

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

Job vacancy trend for Hadoop in Gloucester

Hadoop
Salary Trend in Gloucester

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

Salary trend for Hadoop in Gloucester

Hadoop
Salary Histogram in Gloucester

The salary distribution of IT jobs citing Hadoop in Gloucester over the 6 months to 23 November 2017.

Salary histogram for Hadoop in Gloucester

For the 6 months to 23 November 2017, IT jobs citing Hadoop 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 Hadoop.

1 8 (100.00%) Big Data
2 6 (75.00%) DV Cleared
2 6 (75.00%) Security Cleared
3 5 (62.50%) Python
4 4 (50.00%) CSS
4 4 (50.00%) C#
4 4 (50.00%) C++
4 4 (50.00%) HTML
4 4 (50.00%) Java
4 4 (50.00%) Software Engineering
4 4 (50.00%) Java EE
4 4 (50.00%) HTML5
4 4 (50.00%) Apache Hive
4 4 (50.00%) Apache Spark
5 3 (37.50%) NoSQL
5 3 (37.50%) CSS3
5 3 (37.50%) DevOps
5 3 (37.50%) Cybersecurity
5 3 (37.50%) Elasticsearch
5 3 (37.50%) Continuous Integration
5 3 (37.50%) JavaScript
5 3 (37.50%) Oracle
5 3 (37.50%) Agile Software Development
6 2 (25.00%) Scrum
6 2 (25.00%) EDRMS
7 1 (12.50%) Virtual Team
7 1 (12.50%) Computer Vision
7 1 (12.50%) .NET Core
7 1 (12.50%) Serverless
7 1 (12.50%) TensorFlow

Hadoop
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 (50.00%) Apache Spark
2 3 (37.50%) Elasticsearch
3 1 (12.50%) Apache
3 1 (12.50%) Confluence
Applications
1 1 (12.50%) GNU Octave
Cloud Services
1 1 (12.50%) Amazon AWS
1 1 (12.50%) SaaS
1 1 (12.50%) Serverless
Database & Business Intelligence
1 8 (100.00%) Big Data
2 4 (50.00%) Apache Hive
3 3 (37.50%) NoSQL
4 2 (25.00%) EDRMS
5 1 (12.50%) MongoDB
5 1 (12.50%) MySQL
5 1 (12.50%) Oracle Database
5 1 (12.50%) SQL Server
5 1 (12.50%) SQL Server 2014
Development Applications
1 1 (12.50%) JIRA
1 1 (12.50%) Team Foundation Server
General
1 1 (12.50%) Finance
1 1 (12.50%) Law
1 1 (12.50%) Military
Job Titles
1 5 (62.50%) Developer
2 4 (50.00%) Developer/Software Engineer
2 4 (50.00%) Software Developer
2 4 (50.00%) Software Engineer
3 3 (37.50%) DV Cleared Software Engineer
3 3 (37.50%) Java Developer
3 3 (37.50%) Java Engineer
3 3 (37.50%) Java Software Developer
3 3 (37.50%) Java Software Engineer
4 2 (25.00%) Big Data Engineer
4 2 (25.00%) Data Engineer
4 2 (25.00%) DV Cleared Java Developer
5 1 (12.50%) Full Stack Developer
5 1 (12.50%) Scrum Master
5 1 (12.50%) Senior Developer
5 1 (12.50%) Senior Software Developer
5 1 (12.50%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 4 (50.00%) CSS
1 4 (50.00%) HTML
1 4 (50.00%) HTML5
1 4 (50.00%) Java EE
2 3 (37.50%) CSS3
3 1 (12.50%) .NET
3 1 (12.50%) AngularJS
3 1 (12.50%) Apache Camel
3 1 (12.50%) ASP.NET
3 1 (12.50%) Hibernate
3 1 (12.50%) jQuery
3 1 (12.50%) JSON
3 1 (12.50%) LAMP
3 1 (12.50%) RESTful
3 1 (12.50%) Spring
3 1 (12.50%) TensorFlow
3 1 (12.50%) Twitter Bootstrap
3 1 (12.50%) Vue (Vue.js)
3 1 (12.50%) WCF
3 1 (12.50%) Web Services
Miscellaneous
1 1 (12.50%) PKI
1 1 (12.50%) Virtual Team
Operating Systems
1 1 (12.50%) Linux
Processes & Methodologies
1 4 (50.00%) Software Engineering
2 3 (37.50%) Agile Software Development
2 3 (37.50%) Continuous Integration
2 3 (37.50%) Cybersecurity
2 3 (37.50%) DevOps
3 2 (25.00%) Scrum
4 1 (12.50%) Analytics
4 1 (12.50%) API Integration
4 1 (12.50%) Artificial Intelligence
4 1 (12.50%) Big Data Analytics
4 1 (12.50%) Computer Vision
4 1 (12.50%) Data Analysis
4 1 (12.50%) Data Analytics
4 1 (12.50%) Deep Learning
4 1 (12.50%) MVC
4 1 (12.50%) Open Source
4 1 (12.50%) Statistical Modelling
Programming Languages
1 5 (62.50%) Python
2 4 (50.00%) C#
2 4 (50.00%) C++
2 4 (50.00%) Java
3 3 (37.50%) JavaScript
4 1 (12.50%) Fortran
4 1 (12.50%) MATLAB
4 1 (12.50%) Perl
4 1 (12.50%) Ruby
Qualifications
1 6 (75.00%) DV Cleared
1 6 (75.00%) Security Cleared
Vendors
1 3 (37.50%) Oracle
2 1 (12.50%) Microsoft