Period
to 23 September 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 23 September 2018 with a comparison to the same period in the previous 2 years.

Big Data
Gloucestershire > Gloucester
6 months to
23 Sep 2018
Same period 2017 Same period 2016
Rank 30 43 45
Rank change year-on-year +13 +2 +19
Permanent jobs citing Big Data 16 12 26
As % of all permanent IT jobs advertised in Gloucester 6.04% 3.20% 4.81%
As % of the Database & Business Intelligence category 23.88% 12.37% 26.26%
Number of salaries quoted 7 12 22
Gloucester median annual salary £55,000 £53,750 £67,500
Median salary % change year-on-year +2.33% -20.37% +12.50%
10th Percentile £43,750 £22,625 £37,875
90th Percentile £73,500 £62,500 £71,250
Gloucestershire median annual salary £50,000 £46,250 £55,000
% change year-on-year +8.11% -15.91% -15.38%

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 67 97 99
As % of all permanent IT jobs advertised in Gloucester 25.28% 25.87% 18.30%
Number of salaries quoted 46 84 64
Gloucester median annual salary £47,500 £41,500 £37,500
Median salary % change year-on-year +14.46% +10.67% -6.25%
10th Percentile £25,000 £30,250 £24,300
90th Percentile £65,000 £61,750 £59,250
Gloucestershire median annual salary £45,000 £42,500 £45,000
% change year-on-year +5.88% -5.56% +11.11%

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 23 September 2018.

Salary histogram for Big Data in Gloucester

For the 6 months to 23 September 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 13 (81.25%) Software Engineering
2 11 (68.75%) Degree
3 10 (62.50%) Software Delivery
4 9 (56.25%) Continuous Improvement
4 9 (56.25%) Agile Software Development
4 9 (56.25%) Electronics
4 9 (56.25%) Continuous Integration
5 8 (50.00%) Time Management
5 8 (50.00%) Military
5 8 (50.00%) Information Security
5 8 (50.00%) Cybersecurity
5 8 (50.00%) Analytics
5 8 (50.00%) SDLC
5 8 (50.00%) Line Management
5 8 (50.00%) Numerate Degree
5 8 (50.00%) Continuous Delivery
6 7 (43.75%) Data Science
7 5 (31.25%) Python
7 5 (31.25%) Security Cleared
7 5 (31.25%) Hadoop
8 4 (25.00%) Apache Hive
8 4 (25.00%) DV Cleared
8 4 (25.00%) Java
8 4 (25.00%) Apache Spark
8 4 (25.00%) Machine Learning
9 3 (18.75%) Data Visualisation
9 3 (18.75%) DevOps
9 3 (18.75%) C++
9 3 (18.75%) SQL
9 3 (18.75%) SC Cleared

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 (25.00%) Apache Spark
2 2 (12.50%) Apache Pig
2 2 (12.50%) Elasticsearch
3 1 (6.25%) Apache
Cloud Services
1 2 (12.50%) Amazon AWS
1 2 (12.50%) Microsoft Azure
Database & Business Intelligence
1 5 (31.25%) Hadoop
2 4 (25.00%) Apache Hive
3 2 (12.50%) Amazon Redshift
3 2 (12.50%) Apache Cassandra
3 2 (12.50%) MongoDB
3 2 (12.50%) Presto
4 1 (6.25%) Data Warehouse
Development Applications
1 2 (12.50%) Cucumber
1 2 (12.50%) Maven
1 2 (12.50%) Selenium
1 2 (12.50%) Subversion
2 1 (6.25%) Git (software)
General
1 9 (56.25%) Electronics
2 8 (50.00%) Military
3 1 (6.25%) Finance
3 1 (6.25%) Manufacturing
3 1 (6.25%) Marketing
3 1 (6.25%) Telecoms
Job Titles
1 10 (62.50%) Software Engineer
2 8 (50.00%) Graduate
2 8 (50.00%) Graduate Software Engineer
3 3 (18.75%) Data Scientist
4 2 (12.50%) Data Engineer
4 2 (12.50%) Data Science Engineer
4 2 (12.50%) Developer
4 2 (12.50%) Software Developer
4 2 (12.50%) Software Tester
4 2 (12.50%) Tester
5 1 (6.25%) Senior Data Scientist
5 1 (6.25%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 2 (12.50%) AngularJS
1 2 (12.50%) Java EE
1 2 (12.50%) JSON
1 2 (12.50%) Node.js
1 2 (12.50%) React
1 2 (12.50%) Web Services
1 2 (12.50%) XML
Miscellaneous
1 3 (18.75%) Computer Science
2 2 (12.50%) Algorithms
3 1 (6.25%) Analytical Skills
3 1 (6.25%) Data Protection Act
Operating Systems
1 1 (6.25%) Fedora
1 1 (6.25%) Linux
1 1 (6.25%) Ubuntu
Processes & Methodologies
1 13 (81.25%) Software Engineering
2 10 (62.50%) Software Delivery
3 9 (56.25%) Agile Software Development
3 9 (56.25%) Continuous Improvement
3 9 (56.25%) Continuous Integration
4 8 (50.00%) Analytics
4 8 (50.00%) Continuous Delivery
4 8 (50.00%) Cybersecurity
4 8 (50.00%) Information Security
4 8 (50.00%) Line Management
4 8 (50.00%) SDLC
4 8 (50.00%) Time Management
5 7 (43.75%) Data Science
6 4 (25.00%) Machine Learning
7 3 (18.75%) Data Visualisation
7 3 (18.75%) DevOps
7 3 (18.75%) Mathematics
7 3 (18.75%) Statistics
7 3 (18.75%) Visualisation
8 2 (12.50%) Data Analytics
Programming Languages
1 5 (31.25%) Python
2 4 (25.00%) Java
3 3 (18.75%) C++
3 3 (18.75%) SQL
4 2 (12.50%) C#
4 2 (12.50%) JavaScript
5 1 (6.25%) PowerShell
5 1 (6.25%) R
Qualifications
1 11 (68.75%) Degree
2 8 (50.00%) Numerate Degree
3 5 (31.25%) Security Cleared
4 4 (25.00%) DV Cleared
5 3 (18.75%) SC Cleared
Quality Assurance & Compliance
1 1 (6.25%) GDPR
Systems Management
1 1 (6.25%) Ambari
1 1 (6.25%) Ansible
Vendors
1 1 (6.25%) Atlassian
1 1 (6.25%) Cloudera
1 1 (6.25%) Hortonworks
1 1 (6.25%) SAP