Period
to 18 July 2018

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 18 July 2018 with a comparison to the same period in the previous 2 years.

Big Data
Gloucestershire > Gloucester
6 months to
18 Jul 2018
Same period 2017 Same period 2016
Rank 37 47 35
Rank change year-on-year +10 -12 +23
Permanent jobs citing Big Data 10 11 30
As % of all permanent IT jobs advertised in Gloucester 3.89% 2.63% 6.37%
As % of the Database & Business Intelligence category 14.29% 10.89% 29.13%
Number of salaries quoted 7 12 19
Gloucester median annual salary £55,000 £55,000 £67,500
Median salary % change year-on-year - -18.52% +17.39%
10th Percentile £43,750 £42,500 £43,400
90th Percentile £86,250 £62,500 £71,250
Gloucestershire median annual salary £52,500 £50,000 £54,000
% change year-on-year +5.00% -7.41% -1.82%

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 70 101 103
As % of all permanent IT jobs advertised in Gloucester 27.24% 24.11% 21.87%
Number of salaries quoted 50 91 55
Gloucester median annual salary £47,500 £40,000 £37,500
Median salary % change year-on-year +18.75% +6.67% -6.25%
10th Percentile £25,000 £31,250 £25,300
90th Percentile £62,750 £60,000 £60,000
Gloucestershire median annual salary £45,000 £42,500 £44,000
% change year-on-year +5.88% -3.41% +10.00%

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 18 July 2018.

Salary histogram for Big Data in Gloucester

For the 6 months to 18 July 2018, IT jobs citing Big Data 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 Gloucester region with a requirement for Big Data.

1 8 (80.00%) Hadoop
2 7 (70.00%) Python
2 7 (70.00%) Software Engineering
3 6 (60.00%) Java
3 6 (60.00%) Apache Hive
3 6 (60.00%) Apache Spark
4 5 (50.00%) DevOps
4 5 (50.00%) Security Cleared
4 5 (50.00%) Analytics
4 5 (50.00%) C++
4 5 (50.00%) SQL
4 5 (50.00%) Continuous Integration
5 4 (40.00%) DV Cleared
5 4 (40.00%) Java EE
5 4 (40.00%) Agile Software Development
5 4 (40.00%) C#
5 4 (40.00%) JavaScript
5 4 (40.00%) Cybersecurity
5 4 (40.00%) Elasticsearch
5 4 (40.00%) Data Science
6 3 (30.00%) Machine Learning
6 3 (30.00%) Amazon AWS
6 3 (30.00%) MongoDB
6 3 (30.00%) Apache Cassandra
6 3 (30.00%) Web Services
7 2 (20.00%) CSS
7 2 (20.00%) Electronics
7 2 (20.00%) Military
7 2 (20.00%) XML
7 2 (20.00%) Linux

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 6 (60.00%) Apache Spark
2 4 (40.00%) Elasticsearch
3 2 (20.00%) Apache Pig
4 1 (10.00%) Apache
4 1 (10.00%) JBoss
4 1 (10.00%) SAS
4 1 (10.00%) WebLogic
4 1 (10.00%) WebSphere
Cloud Services
1 3 (30.00%) Amazon AWS
2 2 (20.00%) Microsoft Azure
Database & Business Intelligence
1 8 (80.00%) Hadoop
2 6 (60.00%) Apache Hive
3 3 (30.00%) Apache Cassandra
3 3 (30.00%) MongoDB
4 2 (20.00%) Amazon Redshift
4 2 (20.00%) Presto
5 1 (10.00%) MySQL
5 1 (10.00%) NoSQL
5 1 (10.00%) OrientDB
Development Applications
1 2 (20.00%) Cucumber
1 2 (20.00%) Maven
1 2 (20.00%) Selenium
1 2 (20.00%) Subversion
General
1 2 (20.00%) Electronics
1 2 (20.00%) Military
2 1 (10.00%) Banking
2 1 (10.00%) Finance
2 1 (10.00%) Financial Institution
2 1 (10.00%) Retail
Job Titles
1 5 (50.00%) Software Engineer
2 4 (40.00%) Developer
3 3 (30.00%) Software Developer
4 2 (20.00%) Data Scientist
4 2 (20.00%) Developer/Software Engineer
4 2 (20.00%) DV Cleared Java Developer
4 2 (20.00%) DV Cleared Software Engineer
4 2 (20.00%) Graduate
4 2 (20.00%) Graduate Software Engineer
4 2 (20.00%) Java Developer
4 2 (20.00%) Java Engineer
4 2 (20.00%) Java Software Developer
4 2 (20.00%) Java Software Engineer
4 2 (20.00%) Software Tester
4 2 (20.00%) Tester
5 1 (10.00%) Architect
5 1 (10.00%) Domain Architect
5 1 (10.00%) Information Architect
5 1 (10.00%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 4 (40.00%) Java EE
2 3 (30.00%) Web Services
3 2 (20.00%) AngularJS
3 2 (20.00%) CSS
3 2 (20.00%) CSS3
3 2 (20.00%) HTML
3 2 (20.00%) HTML5
3 2 (20.00%) JSON
3 2 (20.00%) Node.js
3 2 (20.00%) React
3 2 (20.00%) XML
4 1 (10.00%) Kafka
Miscellaneous
1 2 (20.00%) Algorithms
Operating Systems
1 2 (20.00%) Linux
2 1 (10.00%) Fedora
2 1 (10.00%) Ubuntu
2 1 (10.00%) Unix
Processes & Methodologies
1 7 (70.00%) Software Engineering
2 5 (50.00%) Analytics
2 5 (50.00%) Continuous Integration
2 5 (50.00%) DevOps
3 4 (40.00%) Agile Software Development
3 4 (40.00%) Cybersecurity
3 4 (40.00%) Data Science
4 3 (30.00%) Machine Learning
5 2 (20.00%) Continuous Delivery
5 2 (20.00%) Information Security
5 2 (20.00%) Line Management
5 2 (20.00%) Performance Testing
5 2 (20.00%) Reverse Engineering
5 2 (20.00%) SDLC
5 2 (20.00%) Software Delivery
5 2 (20.00%) Statistics
5 2 (20.00%) Technical Architecture
5 2 (20.00%) Test Automation
5 2 (20.00%) Time Management
5 2 (20.00%) Visualisation
Programming Languages
1 7 (70.00%) Python
2 6 (60.00%) Java
3 5 (50.00%) C++
3 5 (50.00%) SQL
4 4 (40.00%) C#
4 4 (40.00%) JavaScript
5 2 (20.00%) R
6 1 (10.00%) C
Qualifications
1 5 (50.00%) Security Cleared
2 4 (40.00%) DV Cleared
3 2 (20.00%) Degree
3 2 (20.00%) Numerate Degree
4 1 (10.00%) SC Cleared
Systems Management
1 1 (10.00%) Ambari
1 1 (10.00%) Ansible
Vendors
1 2 (20.00%) Hortonworks
2 1 (10.00%) Atlassian
2 1 (10.00%) Cloudera
2 1 (10.00%) Google
2 1 (10.00%) IBM
2 1 (10.00%) Microsoft
2 1 (10.00%) Oracle
2 1 (10.00%) Tableau
2 1 (10.00%) Teradata