Period
to 23 January 2019

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 January 2019 with a comparison to the same period in the previous 2 years.

Big Data
Gloucestershire > Gloucester
6 months to
23 Jan 2019
Same period 2018 Same period 2017
Rank 36 33 64
Rank change year-on-year -3 +31 +4
Permanent jobs citing Big Data 13 14 15
As % of all permanent IT jobs advertised in Gloucester 3.76% 5.02% 2.28%
As % of the Database & Business Intelligence category 14.77% 17.50% 11.45%
Number of salaries quoted 5 14 16
Gloucester median annual salary £55,000 £51,250 £54,000
Median salary % change year-on-year +7.32% -5.09% -
10th Percentile £43,750 £25,375 £39,375
90th Percentile £62,500 £97,500 £60,000
Gloucestershire median annual salary £50,000 £45,000 £55,000
% change year-on-year +11.11% -18.18% -12.00%

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 88 80 131
As % of all permanent IT jobs advertised in Gloucester 25.43% 28.67% 19.94%
Number of salaries quoted 70 70 121
Gloucester median annual salary £41,000 £46,000 £42,500
Median salary % change year-on-year -10.87% +8.24% +10.39%
10th Percentile £27,375 £30,225 £30,000
90th Percentile £62,500 £62,500 £57,000
Gloucestershire median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +12.50%

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 January 2019.

Salary histogram for Big Data in Gloucester

For the 6 months to 23 January 2019, 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 11 (84.62%) Software Engineering
1 11 (84.62%) Degree
2 10 (76.92%) Software Delivery
3 9 (69.23%) Continuous Improvement
4 7 (53.85%) Security Cleared
4 7 (53.85%) Analytics
4 7 (53.85%) Data Science
5 6 (46.15%) Deep Learning
5 6 (46.15%) Open Source
5 6 (46.15%) Machine Learning
5 6 (46.15%) Visualisation
5 6 (46.15%) Data Visualisation
5 6 (46.15%) Computer Science
5 6 (46.15%) Continuous Integration
5 6 (46.15%) Neural Network
5 6 (46.15%) SC Cleared
5 6 (46.15%) DV Cleared
5 6 (46.15%) Electronics
6 5 (38.46%) Military
6 5 (38.46%) Information Security
6 5 (38.46%) Data Cleansing
6 5 (38.46%) Time Management
6 5 (38.46%) Mathematics
6 5 (38.46%) Agile Software Development
6 5 (38.46%) Data Analytics
6 5 (38.46%) SDLC
6 5 (38.46%) Cybersecurity
6 5 (38.46%) Line Management
6 5 (38.46%) Continuous Delivery
6 5 (38.46%) Numerate Degree

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 1 (7.69%) Apache Spark
1 1 (7.69%) Elasticsearch
1 1 (7.69%) JBoss
1 1 (7.69%) WebLogic
1 1 (7.69%) WebSphere
Database & Business Intelligence
1 1 (7.69%) Apache Hive
1 1 (7.69%) Data Warehouse
1 1 (7.69%) Hadoop
1 1 (7.69%) MongoDB
1 1 (7.69%) MySQL
1 1 (7.69%) OrientDB
Development Applications
1 1 (7.69%) Git (software)
General
1 6 (46.15%) Electronics
2 5 (38.46%) Military
3 1 (7.69%) Finance
3 1 (7.69%) Manufacturing
3 1 (7.69%) Marketing
3 1 (7.69%) Telecoms
Job Titles
1 10 (76.92%) Software Engineer
2 5 (38.46%) Data Engineer
2 5 (38.46%) Data Science Engineer
2 5 (38.46%) Graduate
2 5 (38.46%) Graduate Software Engineer
3 2 (15.38%) Data Scientist
4 1 (7.69%) Developer
4 1 (7.69%) Developer/Software Engineer
4 1 (7.69%) DV Cleared Java Developer
4 1 (7.69%) DV Cleared Software Engineer
4 1 (7.69%) Java Developer
4 1 (7.69%) Java Engineer
4 1 (7.69%) Java Software Developer
4 1 (7.69%) Java Software Engineer
4 1 (7.69%) Senior Data Scientist
4 1 (7.69%) Software Developer
Libraries, Frameworks & Software Standards
1 1 (7.69%) CSS
1 1 (7.69%) CSS3
1 1 (7.69%) HTML
1 1 (7.69%) HTML5
1 1 (7.69%) Java EE
1 1 (7.69%) Web Services
Miscellaneous
1 1 (7.69%) Analytical Skills
1 1 (7.69%) Data Protection Act
Operating Systems
1 1 (7.69%) Linux
1 1 (7.69%) Unix
Processes & Methodologies
1 11 (84.62%) Software Engineering
2 10 (76.92%) Software Delivery
3 9 (69.23%) Continuous Improvement
4 7 (53.85%) Analytics
4 7 (53.85%) Data Science
5 6 (46.15%) Computer Science
5 6 (46.15%) Continuous Integration
5 6 (46.15%) Data Visualisation
5 6 (46.15%) Deep Learning
5 6 (46.15%) Machine Learning
5 6 (46.15%) Neural Network
5 6 (46.15%) Open Source
5 6 (46.15%) Visualisation
6 5 (38.46%) Agile Software Development
6 5 (38.46%) Data Analytics
6 5 (38.46%) Data Cleansing
6 5 (38.46%) Information Security
6 5 (38.46%) Line Management
6 5 (38.46%) Mathematics
6 5 (38.46%) Time Management
Programming Languages
1 2 (15.38%) Java
1 2 (15.38%) Python
2 1 (7.69%) C#
2 1 (7.69%) C++
2 1 (7.69%) JavaScript
2 1 (7.69%) MATLAB
2 1 (7.69%) PowerShell
2 1 (7.69%) R
2 1 (7.69%) Scala
2 1 (7.69%) SQL
Qualifications
1 11 (84.62%) Degree
2 7 (53.85%) Security Cleared
3 6 (46.15%) DV Cleared
3 6 (46.15%) SC Cleared
4 5 (38.46%) Numerate Degree
Quality Assurance & Compliance
1 1 (7.69%) GDPR
Vendors
1 1 (7.69%) Oracle
1 1 (7.69%) SAP