Period
to 8 August 2020

The following table provides summary statistics for permanent job vacancies advertised in Gloucestershire 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 8 August 2020 with a comparison to the same period in the previous 2 years.

Big Data
South West > Gloucestershire
6 months to
8 Aug 2020
Same period 2019 Same period 2018
Rank 47 29 53
Rank change year-on-year -18 +24 +25
Permanent jobs citing Big Data 48 166 83
As % of all permanent jobs advertised in Gloucestershire 5.79% 9.76% 4.91%
As % of the Database & Business Intelligence category 21.05% 36.32% 17.51%
Number of salaries quoted 43 139 75
Median annual salary £72,500 £52,500 £50,000
Median salary % change year-on-year +38.10% +5.00% -
10th Percentile £44,900 £39,500 £37,500
90th Percentile £90,000 £65,000 £66,250
South West median annual salary £57,500 £50,000 £55,000
% change year-on-year +15.00% -9.09% -

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 Gloucestershire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Gloucestershire
Permanent vacancies with a requirement for database or business intelligence skills 228 457 474
As % of all permanent IT jobs advertised in Gloucestershire 27.50% 26.87% 28.01%
Number of salaries quoted 172 349 401
Median annual salary £52,500 £50,000 £45,000
Median salary % change year-on-year +5.00% +11.11% +5.88%
10th Percentile £31,300 £32,500 £26,750
90th Percentile £82,500 £65,000 £62,500
South West median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +6.25%

Big Data
Job Vacancy Trend in Gloucestershire

Job postings citing Big Data as a proportion of all IT jobs advertised in Gloucestershire.

Job vacancy trend for Big Data in Gloucestershire

Big Data
Salary Trend in Gloucestershire

3-month moving average salary quoted in jobs citing Big Data in Gloucestershire.

Salary trend for Big Data in Gloucestershire

Big Data
Salary Histogram in Gloucestershire

Salary distribution for jobs citing Big Data in Gloucestershire over the 6 months to 8 August 2020.

Salary histogram for Big Data in Gloucestershire

Big Data
Job Locations in Gloucestershire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Big Data within the Gloucestershire region over the 6 months to 8 August 2020. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cheltenham -12 24 £90,000 +80.00% 4
Gloucester +2 4 £52,500 -2.78% 3
Filton - 3 £50,000 -
Big Data
South West

For the 6 months to 8 August 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 Gloucestershire region with a requirement for Big Data.

1 38 (79.17%) DV Cleared
1 38 (79.17%) Security Cleared
2 27 (56.25%) Machine Learning
2 27 (56.25%) Data Science
3 26 (54.17%) Agile Software Development
4 25 (52.08%) Artificial Intelligence
5 24 (50.00%) Cybersecurity
6 21 (43.75%) Linux
7 19 (39.58%) Azure
8 18 (37.50%) AWS
8 18 (37.50%) Degree
9 17 (35.42%) Analytics
10 16 (33.33%) Docker
10 16 (33.33%) High Availability
10 16 (33.33%) Scaled Agile Framework
10 16 (33.33%) Microservices
10 16 (33.33%) Legal
10 16 (33.33%) Java
10 16 (33.33%) Microsoft
11 15 (31.25%) Data Security
11 15 (31.25%) C
11 15 (31.25%) Google
11 15 (31.25%) PKI
11 15 (31.25%) Cloud Native
11 15 (31.25%) Cyber Intelligence
11 15 (31.25%) Site Reliability Engineering
11 15 (31.25%) Technical Leadership
11 15 (31.25%) DevSecOps
11 15 (31.25%) Infrastructure as Code
11 15 (31.25%) Open Source

Big Data
Co-occurring IT Skills in Gloucestershire 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 3 (6.25%) Apache
2 2 (4.17%) Elasticsearch
3 1 (2.08%) Apache Spark
3 1 (2.08%) JBoss
3 1 (2.08%) OpenStack
3 1 (2.08%) Oracle HTTP Server
3 1 (2.08%) Oracle SOA Suite
3 1 (2.08%) WebLogic
Applications
1 1 (2.08%) Gephi
Business Applications
1 1 (2.08%) Oracle BPM
1 1 (2.08%) Sparx Enterprise Architect
Cloud Services
1 19 (39.58%) Azure
2 18 (37.50%) AWS
3 14 (29.17%) IaaS
3 14 (29.17%) PaaS
3 14 (29.17%) SaaS
4 2 (4.17%) Cloud Computing
5 1 (2.08%) GCP
5 1 (2.08%) OpenShift
5 1 (2.08%) Power Platform
Communications & Networking
1 9 (18.75%) Internet
2 4 (8.33%) TCP/IP
3 3 (6.25%) HTTP
4 1 (2.08%) DNS
4 1 (2.08%) Ethernet
4 1 (2.08%) Firewall
4 1 (2.08%) Intrusion Detection
4 1 (2.08%) MPLS
4 1 (2.08%) SSH
4 1 (2.08%) SSL
4 1 (2.08%) Unified Communications
4 1 (2.08%) VPN
Database & Business Intelligence
1 3 (6.25%) Hadoop
2 2 (4.17%) MongoDB
2 2 (4.17%) Oracle Database
2 2 (4.17%) SQL Server
3 1 (2.08%) Apache Hive
3 1 (2.08%) Impala
3 1 (2.08%) MySQL
3 1 (2.08%) PostgreSQL
3 1 (2.08%) Power BI
Development Applications
1 3 (6.25%) Git (software)
2 1 (2.08%) Bitbucket
2 1 (2.08%) Bitbucket Server
2 1 (2.08%) git-flow
2 1 (2.08%) Jenkins
2 1 (2.08%) JIRA
General
1 16 (33.33%) Legal
2 4 (8.33%) Police
3 3 (6.25%) Aerospace
3 3 (6.25%) Law
4 2 (4.17%) Local Government
5 1 (2.08%) Finance
5 1 (2.08%) Manufacturing
5 1 (2.08%) Military
5 1 (2.08%) Public Sector
Job Titles
1 24 (50.00%) Architect
2 23 (47.92%) Solutions Architect
3 14 (29.17%) Cloud Architect
3 14 (29.17%) Cloud Solutions Architect
4 10 (20.83%) Developer
5 9 (18.75%) Java Developer
6 4 (8.33%) Administrator
7 3 (6.25%) C++ Software Engineer
7 3 (6.25%) Senior C++ Software Engineer
7 3 (6.25%) Senior Software Engineer
7 3 (6.25%) Software Engineer
8 2 (4.17%) Big Data Architect
8 2 (4.17%) Consultant
8 2 (4.17%) Data Architect
8 2 (4.17%) Data Scientist
8 2 (4.17%) DBA
8 2 (4.17%) Development Engineer
8 2 (4.17%) Senior Development Engineer
8 2 (4.17%) Senior Software Development Engineer
8 2 (4.17%) Software Development Engineer
Libraries, Frameworks & Software Standards
1 3 (6.25%) Node.js
1 3 (6.25%) React
1 3 (6.25%) RESTful
2 1 (2.08%) .NET
2 1 (2.08%) Apache Thrift
2 1 (2.08%) Elastic Stack
2 1 (2.08%) Java EE
2 1 (2.08%) JSON
2 1 (2.08%) Kafka
2 1 (2.08%) Middleware
2 1 (2.08%) Natural Language Processing
2 1 (2.08%) Pandas
2 1 (2.08%) REST
2 1 (2.08%) SOAP
2 1 (2.08%) WSDL
2 1 (2.08%) XML
Miscellaneous
1 15 (31.25%) Cloud Native
1 15 (31.25%) PKI
2 14 (29.17%) Cyberattack
3 9 (18.75%) Internet of Things
4 6 (12.50%) Analytical Skills
5 4 (8.33%) Management Information System
6 2 (4.17%) Algorithms
6 2 (4.17%) Clustering
7 1 (2.08%) Analytical Mindset
7 1 (2.08%) Cyber Kill Chain
7 1 (2.08%) Enterprise Storage
7 1 (2.08%) Life Science
7 1 (2.08%) Linux Command Line
7 1 (2.08%) Mobile App
7 1 (2.08%) N-Tier
7 1 (2.08%) Replication
Operating Systems
1 21 (43.75%) Linux
2 4 (8.33%) Red Hat Enterprise Linux
3 2 (4.17%) Unix
4 1 (2.08%) Oracle Linux
Processes & Methodologies
1 27 (56.25%) Data Science
1 27 (56.25%) Machine Learning
2 26 (54.17%) Agile Software Development
3 25 (52.08%) Artificial Intelligence
4 24 (50.00%) Cybersecurity
5 17 (35.42%) Analytics
6 16 (33.33%) High Availability
6 16 (33.33%) Microservices
6 16 (33.33%) Scaled Agile Framework
7 15 (31.25%) Cyber Intelligence
7 15 (31.25%) Data Security
7 15 (31.25%) DevSecOps
7 15 (31.25%) Infrastructure as Code
7 15 (31.25%) Open Source
7 15 (31.25%) Security Architecture
7 15 (31.25%) Site Reliability Engineering
7 15 (31.25%) Technical Leadership
8 14 (29.17%) Collaborative Working
8 14 (29.17%) Data Acquisition
8 14 (29.17%) Information Assurance
Programming Languages
1 16 (33.33%) Java
2 15 (31.25%) C
3 8 (16.67%) Python
4 5 (10.42%) C++
5 4 (8.33%) C#
5 4 (8.33%) JavaScript
6 3 (6.25%) Bash Shell
6 3 (6.25%) PowerShell
7 2 (4.17%) Scala
7 2 (4.17%) Shell Script
7 2 (4.17%) SQL
8 1 (2.08%) Perl
8 1 (2.08%) R
Qualifications
1 38 (79.17%) DV Cleared
1 38 (79.17%) Security Cleared
2 18 (37.50%) Degree
3 1 (2.08%) CCNA
3 1 (2.08%) CEH
3 1 (2.08%) Cisco Certification
3 1 (2.08%) CISSP
3 1 (2.08%) CompTIA Security+
3 1 (2.08%) GIAC
3 1 (2.08%) Linux+ Certification
3 1 (2.08%) MCSE
3 1 (2.08%) Microsoft Certification
3 1 (2.08%) Network+ Certification
3 1 (2.08%) SANS
3 1 (2.08%) SC Cleared
3 1 (2.08%) SSCP
Quality Assurance & Compliance
1 14 (29.17%) ISO/IEC 27001
1 14 (29.17%) NCSC
1 14 (29.17%) NIST
1 14 (29.17%) NIST 800
System Software
1 16 (33.33%) Docker
2 14 (29.17%) Active Directory
3 1 (2.08%) Apache Flume
3 1 (2.08%) Oracle RAC
3 1 (2.08%) VMware Infrastructure
Systems Management
1 14 (29.17%) Terraform
2 4 (8.33%) Ansible
3 2 (4.17%) Enterprise Manager Cloud Control
3 2 (4.17%) Puppet
3 2 (4.17%) Salt
4 1 (2.08%) Kibana
4 1 (2.08%) Kubernetes
4 1 (2.08%) Oozie
Vendors
1 16 (33.33%) Microsoft
2 15 (31.25%) Google
3 5 (10.42%) Oracle
4 2 (4.17%) Red Hat
5 1 (2.08%) Atlassian
5 1 (2.08%) BiZZdesign
5 1 (2.08%) BT
5 1 (2.08%) Citrix
5 1 (2.08%) HP
5 1 (2.08%) Sparx
5 1 (2.08%) Splunk
5 1 (2.08%) Sybase
5 1 (2.08%) Tableau
5 1 (2.08%) VMware