Period
to 19 November 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 19 November 2018 with a comparison to the same period in the previous 2 years.

Big Data
Gloucestershire > Gloucester
6 months to
19 Nov 2018
Same period 2017 Same period 2016
Rank 35 37 61
Rank change year-on-year +2 +24 +1
Permanent jobs citing Big Data 15 13 15
As % of all permanent IT jobs advertised in Gloucester 5.30% 4.05% 2.41%
As % of the Database & Business Intelligence category 23.08% 17.11% 13.64%
Number of salaries quoted 7 13 24
Gloucester median annual salary £55,000 £52,500 £63,750
Median salary % change year-on-year +4.76% -17.65% +70.00%
10th Percentile £43,750 £24,000 £38,625
90th Percentile £73,500 £62,500 £71,250
Gloucestershire median annual salary £50,000 £45,000 £55,000
% change year-on-year +11.11% -18.18% -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 65 76 110
As % of all permanent IT jobs advertised in Gloucester 22.97% 23.68% 17.66%
Number of salaries quoted 48 65 98
Gloucester median annual salary £43,750 £45,000 £41,125
Median salary % change year-on-year -2.78% +9.42% +2.81%
10th Percentile £25,000 £29,500 £29,000
90th Percentile £67,500 £58,250 £57,500
Gloucestershire median annual salary £47,500 £43,500 £45,000
% change year-on-year +9.20% -3.33% +5.88%

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 19 November 2018.

Salary histogram for Big Data in Gloucester

For the 6 months to 19 November 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 12 (80.00%) Software Engineering
2 11 (73.33%) Degree
3 10 (66.67%) Software Delivery
4 9 (60.00%) Continuous Improvement
4 9 (60.00%) Electronics
5 8 (53.33%) Agile Software Development
5 8 (53.33%) Military
5 8 (53.33%) Information Security
5 8 (53.33%) Continuous Integration
5 8 (53.33%) Time Management
5 8 (53.33%) SDLC
5 8 (53.33%) Cybersecurity
5 8 (53.33%) Line Management
5 8 (53.33%) Numerate Degree
5 8 (53.33%) Continuous Delivery
6 7 (46.67%) Data Science
6 7 (46.67%) Analytics
7 4 (26.67%) Apache Spark
7 4 (26.67%) DV Cleared
7 4 (26.67%) Security Cleared
7 4 (26.67%) Machine Learning
7 4 (26.67%) Apache Hive
7 4 (26.67%) Hadoop
7 4 (26.67%) Python
7 4 (26.67%) Java
8 3 (20.00%) C++
8 3 (20.00%) Statistics
8 3 (20.00%) Mathematics
8 3 (20.00%) Computer Science
9 2 (13.33%) Selenium

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 (26.67%) Apache Spark
2 2 (13.33%) Apache Pig
2 2 (13.33%) Elasticsearch
Cloud Services
1 2 (13.33%) Amazon AWS
1 2 (13.33%) Microsoft Azure
Database & Business Intelligence
1 4 (26.67%) Apache Hive
1 4 (26.67%) Hadoop
2 2 (13.33%) Amazon Redshift
2 2 (13.33%) Apache Cassandra
2 2 (13.33%) MongoDB
2 2 (13.33%) Presto
3 1 (6.67%) Data Warehouse
Development Applications
1 2 (13.33%) Cucumber
1 2 (13.33%) Maven
1 2 (13.33%) Selenium
1 2 (13.33%) Subversion
2 1 (6.67%) Git (software)
General
1 9 (60.00%) Electronics
2 8 (53.33%) Military
3 1 (6.67%) Finance
3 1 (6.67%) Manufacturing
3 1 (6.67%) Marketing
3 1 (6.67%) Telecoms
Job Titles
1 9 (60.00%) Software Engineer
2 8 (53.33%) Graduate
2 8 (53.33%) Graduate Software Engineer
3 3 (20.00%) Data Scientist
4 2 (13.33%) Data Engineer
4 2 (13.33%) Data Science Engineer
4 2 (13.33%) Developer
4 2 (13.33%) Software Developer
4 2 (13.33%) Software Tester
4 2 (13.33%) Tester
5 1 (6.67%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 2 (13.33%) AngularJS
1 2 (13.33%) Java EE
1 2 (13.33%) JSON
1 2 (13.33%) Node.js
1 2 (13.33%) React
1 2 (13.33%) Web Services
1 2 (13.33%) XML
Miscellaneous
1 3 (20.00%) Computer Science
2 2 (13.33%) Algorithms
3 1 (6.67%) Analytical Skills
3 1 (6.67%) Data Protection Act
Processes & Methodologies
1 12 (80.00%) Software Engineering
2 10 (66.67%) Software Delivery
3 9 (60.00%) Continuous Improvement
4 8 (53.33%) Agile Software Development
4 8 (53.33%) Continuous Delivery
4 8 (53.33%) Continuous Integration
4 8 (53.33%) Cybersecurity
4 8 (53.33%) Information Security
4 8 (53.33%) Line Management
4 8 (53.33%) SDLC
4 8 (53.33%) Time Management
5 7 (46.67%) Analytics
5 7 (46.67%) Data Science
6 4 (26.67%) Machine Learning
7 3 (20.00%) Mathematics
7 3 (20.00%) Statistics
8 2 (13.33%) Artificial Intelligence
8 2 (13.33%) Neural Network
8 2 (13.33%) TDD
8 2 (13.33%) Technical Architecture
Programming Languages
1 4 (26.67%) Java
1 4 (26.67%) Python
2 3 (20.00%) C++
3 2 (13.33%) C#
3 2 (13.33%) JavaScript
3 2 (13.33%) SQL
4 1 (6.67%) PowerShell
Qualifications
1 11 (73.33%) Degree
2 8 (53.33%) Numerate Degree
3 4 (26.67%) DV Cleared
3 4 (26.67%) Security Cleared
4 2 (13.33%) SC Cleared
Quality Assurance & Compliance
1 1 (6.67%) GDPR
Vendors
1 1 (6.67%) SAP