Period
to 20 January 2020

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 20 January 2020 with a comparison to the same period in the previous 2 years.

Big Data
Gloucestershire > Gloucester
6 months to
20 Jan 2020
Same period 2019 Same period 2018
Rank 45 37 30
Rank change year-on-year -8 -7 +35
Permanent jobs citing Big Data 20 12 14
As % of all permanent IT jobs advertised in Gloucester 4.91% 3.56% 5.07%
As % of the Database & Business Intelligence category 19.80% 14.46% 17.95%
Number of salaries quoted 15 5 14
Gloucester median annual salary £54,000 £55,000 £51,250
Median salary % change year-on-year -1.82% +7.32% -5.09%
10th Percentile £37,500 £43,750 £25,375
90th Percentile £71,250 £62,500 £97,500
Gloucestershire median annual salary £52,500 £50,000 £45,000
% change year-on-year +5.00% +11.11% -18.18%

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 101 83 78
As % of all permanent IT jobs advertised in Gloucester 24.82% 24.63% 28.26%
Number of salaries quoted 78 66 69
Gloucester median annual salary £50,000 £41,000 £46,000
Median salary % change year-on-year +21.95% -10.87% +8.24%
10th Percentile £33,750 £26,875 £30,200
90th Percentile £66,250 £62,250 £62,500
Gloucestershire median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

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 20 January 2020.

Salary histogram for Big Data in Gloucester

For the 6 months to 20 January 2020, 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 20 (100.00%) Security Cleared
2 19 (95.00%) Software Engineering
3 17 (85.00%) Machine Learning
4 11 (55.00%) SC Cleared
4 11 (55.00%) DV Cleared
5 10 (50.00%) Neural Network
5 10 (50.00%) Data Cleansing
5 10 (50.00%) Degree
5 10 (50.00%) Mathematics
5 10 (50.00%) Physics
5 10 (50.00%) Computer Science
5 10 (50.00%) Deep Learning
5 10 (50.00%) Python
5 10 (50.00%) Software Delivery
5 10 (50.00%) Data Science
6 9 (45.00%) C++
6 9 (45.00%) Java
6 9 (45.00%) JavaScript
7 8 (40.00%) DevOps
7 8 (40.00%) Artificial Intelligence
8 7 (35.00%) Agile Software Development
8 7 (35.00%) C
8 7 (35.00%) Mentoring
8 7 (35.00%) Continuous Improvement
8 7 (35.00%) Technical Leadership
9 3 (15.00%) Public Sector
9 3 (15.00%) Digital Marketing
9 3 (15.00%) Marketing
9 3 (15.00%) SAP
9 3 (15.00%) Business Intelligence

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 (5.00%) Apache Spark
1 1 (5.00%) Elasticsearch
1 1 (5.00%) JBoss
1 1 (5.00%) WebLogic
1 1 (5.00%) WebSphere
Communications & Networking
1 1 (5.00%) HTTP
1 1 (5.00%) SSH
1 1 (5.00%) TCP/IP
Database & Business Intelligence
1 2 (10.00%) Hadoop
2 1 (5.00%) Apache Hive
2 1 (5.00%) MongoDB
2 1 (5.00%) MySQL
2 1 (5.00%) OrientDB
Development Applications
1 1 (5.00%) Git (software)
General
1 3 (15.00%) Electronics
1 3 (15.00%) Finance
1 3 (15.00%) Manufacturing
1 3 (15.00%) Marketing
1 3 (15.00%) Public Sector
1 3 (15.00%) Telecoms
Job Titles
1 9 (45.00%) Data Scientist
1 9 (45.00%) Developer
1 9 (45.00%) Software Developer
2 2 (10.00%) Software Engineer
3 1 (5.00%) Administrator
3 1 (5.00%) Cloud Engineer
3 1 (5.00%) Cloud Software Engineer
3 1 (5.00%) DV Cleared Software Engineer
3 1 (5.00%) Java Developer
3 1 (5.00%) Java Engineer
3 1 (5.00%) Java Software Developer
3 1 (5.00%) Java Software Engineer
3 1 (5.00%) Linux Administrator
3 1 (5.00%) Linux Engineer
3 1 (5.00%) Linux Systems Administrator
3 1 (5.00%) Linux Systems Engineer
3 1 (5.00%) Machine Learning Engineer
3 1 (5.00%) Machine Learning Scientist
3 1 (5.00%) Systems Administrator
3 1 (5.00%) Systems Engineer
Libraries, Frameworks & Software Standards
1 1 (5.00%) Java EE
1 1 (5.00%) Web Services
Miscellaneous
1 1 (5.00%) Linux Command Line
Operating Systems
1 2 (10.00%) Linux
2 1 (5.00%) Red Hat Enterprise Linux
2 1 (5.00%) Unix
Processes & Methodologies
1 19 (95.00%) Software Engineering
2 17 (85.00%) Machine Learning
3 10 (50.00%) Computer Science
3 10 (50.00%) Data Cleansing
3 10 (50.00%) Data Science
3 10 (50.00%) Deep Learning
3 10 (50.00%) Mathematics
3 10 (50.00%) Neural Network
3 10 (50.00%) Physics
3 10 (50.00%) Software Delivery
4 8 (40.00%) Artificial Intelligence
4 8 (40.00%) DevOps
5 7 (35.00%) Agile Software Development
5 7 (35.00%) Continuous Improvement
5 7 (35.00%) Mentoring
5 7 (35.00%) Technical Leadership
6 3 (15.00%) Business Intelligence
6 3 (15.00%) Data Analysis
6 3 (15.00%) Digital Marketing
6 3 (15.00%) Programme Management
Programming Languages
1 10 (50.00%) Python
2 9 (45.00%) C++
2 9 (45.00%) Java
2 9 (45.00%) JavaScript
3 7 (35.00%) C
4 2 (10.00%) C#
5 1 (5.00%) Bash Shell
5 1 (5.00%) SQL
Qualifications
1 20 (100.00%) Security Cleared
2 11 (55.00%) DV Cleared
2 11 (55.00%) SC Cleared
3 10 (50.00%) Degree
Systems Management
1 1 (5.00%) Ansible
Vendors
1 3 (15.00%) SAP
2 1 (5.00%) Oracle