Period
to 12 August 2020

The following table provides summary statistics for permanent job vacancies advertised in Cheltenham 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 12 August 2020 with a comparison to the same period in the previous 2 years.

Big Data
Gloucestershire > Cheltenham
6 months to
12 Aug 2020
Same period 2019 Same period 2018
Rank 27 18 42
Rank change year-on-year -9 +24 +15
Permanent jobs citing Big Data 26 67 40
As % of all permanent jobs advertised in Cheltenham 8.33% 11.17% 6.03%
As % of the Database & Business Intelligence category 27.08% 45.58% 22.10%
Number of salaries quoted 25 61 39
Median annual salary £90,000 £50,000 £50,000
Median salary % change year-on-year +80.00% - -16.67%
Gloucestershire median annual salary £72,500 £52,500 £50,000
% change year-on-year +38.10% +5.00% -

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 Cheltenham with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Cheltenham
Permanent vacancies with a requirement for database or business intelligence skills 96 147 181
As % of all permanent IT jobs advertised in Cheltenham 30.77% 24.50% 27.30%
Number of salaries quoted 81 112 166
Median annual salary £50,000 £50,000 £50,000
10th Percentile £31,250 £32,500 £34,375
90th Percentile £90,000 £65,000 £62,500
Gloucestershire median annual salary £52,500 £50,000 £45,500
% change year-on-year +5.00% +9.89% +7.06%

Big Data
Job Vacancy Trend in Cheltenham

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

Job vacancy trend for Big Data in Cheltenham

Big Data
Salary Trend in Cheltenham

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

Salary trend for Big Data in Cheltenham

Big Data
Salary Histogram in Cheltenham

Salary distribution for jobs citing Big Data in Cheltenham over the 6 months to 12 August 2020.

Salary histogram for Big Data in Cheltenham

For the 6 months to 12 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 Cheltenham region with a requirement for Big Data.

1 26 (100.00%) DV Cleared
1 26 (100.00%) Security Cleared
2 21 (80.77%) Agile Software Development
2 21 (80.77%) Artificial Intelligence
2 21 (80.77%) Machine Learning
2 21 (80.77%) Data Science
3 17 (65.38%) Linux
4 16 (61.54%) High Availability
5 15 (57.69%) Docker
5 15 (57.69%) Cybersecurity
5 15 (57.69%) Infrastructure as Code
5 15 (57.69%) Cloud Native
5 15 (57.69%) PKI
5 15 (57.69%) Data Security
6 14 (53.85%) ISO/IEC 27001
6 14 (53.85%) Google
6 14 (53.85%) Information Assurance
6 14 (53.85%) Azure
6 14 (53.85%) AWS
6 14 (53.85%) Open Source
6 14 (53.85%) SaaS
6 14 (53.85%) PaaS
6 14 (53.85%) Security Architecture
6 14 (53.85%) Active Directory
6 14 (53.85%) Legal
6 14 (53.85%) Microsoft
6 14 (53.85%) Data Acquisition
6 14 (53.85%) Cyber Intelligence
6 14 (53.85%) Site Reliability Engineering
6 14 (53.85%) Technical Leadership

Big Data
Co-occurring IT Skills in Cheltenham 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 (3.85%) Apache
1 1 (3.85%) JBoss
1 1 (3.85%) Oracle HTTP Server
1 1 (3.85%) Oracle SOA Suite
1 1 (3.85%) WebLogic
Business Applications
1 1 (3.85%) Oracle BPM
Cloud Services
1 14 (53.85%) AWS
1 14 (53.85%) Azure
1 14 (53.85%) IaaS
1 14 (53.85%) PaaS
1 14 (53.85%) SaaS
2 1 (3.85%) OpenShift
Communications & Networking
1 2 (7.69%) HTTP
2 1 (3.85%) Internet
2 1 (3.85%) SSH
2 1 (3.85%) TCP/IP
Database & Business Intelligence
1 1 (3.85%) Hadoop
1 1 (3.85%) MongoDB
1 1 (3.85%) Oracle Database
1 1 (3.85%) SQL Server
Development Applications
1 2 (7.69%) Git (software)
2 1 (3.85%) Jenkins
General
1 14 (53.85%) Legal
2 1 (3.85%) Finance
Job Titles
1 15 (57.69%) Architect
1 15 (57.69%) Solutions Architect
2 14 (53.85%) Cloud Architect
2 14 (53.85%) Cloud Solutions Architect
3 8 (30.77%) Developer
3 8 (30.77%) Java Developer
4 3 (11.54%) Administrator
5 1 (3.85%) C++ Developer
5 1 (3.85%) C++ Software Developer
5 1 (3.85%) C++/Java Developer
5 1 (3.85%) DBA
5 1 (3.85%) Java Software Developer
5 1 (3.85%) Linux Administrator
5 1 (3.85%) Linux Systems Administrator
5 1 (3.85%) Middleware Administrator
5 1 (3.85%) Python Developer
5 1 (3.85%) Software Developer
5 1 (3.85%) Systems Administration Leader
5 1 (3.85%) Systems Administrator
Libraries, Frameworks & Software Standards
1 1 (3.85%) Java EE
1 1 (3.85%) JSON
1 1 (3.85%) Middleware
1 1 (3.85%) XML
Miscellaneous
1 15 (57.69%) Cloud Native
1 15 (57.69%) PKI
2 14 (53.85%) Cyberattack
3 1 (3.85%) Clustering
3 1 (3.85%) Internet of Things
3 1 (3.85%) Linux Command Line
3 1 (3.85%) Management Information System
3 1 (3.85%) Replication
Operating Systems
1 17 (65.38%) Linux
2 3 (11.54%) Red Hat Enterprise Linux
3 1 (3.85%) Oracle Linux
3 1 (3.85%) Unix
Processes & Methodologies
1 21 (80.77%) Agile Software Development
1 21 (80.77%) Artificial Intelligence
1 21 (80.77%) Data Science
1 21 (80.77%) Machine Learning
2 16 (61.54%) High Availability
3 15 (57.69%) Cybersecurity
3 15 (57.69%) Data Security
3 15 (57.69%) Infrastructure as Code
4 14 (53.85%) Analytics
4 14 (53.85%) Collaborative Working
4 14 (53.85%) Cyber Intelligence
4 14 (53.85%) Data Acquisition
4 14 (53.85%) DevSecOps
4 14 (53.85%) Information Assurance
4 14 (53.85%) Microservices
4 14 (53.85%) Open Source
4 14 (53.85%) Scaled Agile Framework
4 14 (53.85%) Security Architecture
4 14 (53.85%) Site Reliability Engineering
4 14 (53.85%) Technical Leadership
Programming Languages
1 9 (34.62%) Java
2 3 (11.54%) Python
3 2 (7.69%) Bash Shell
3 2 (7.69%) C
4 1 (3.85%) C++
4 1 (3.85%) PowerShell
4 1 (3.85%) Shell Script
4 1 (3.85%) SQL
Qualifications
1 26 (100.00%) DV Cleared
1 26 (100.00%) Security Cleared
2 8 (30.77%) Degree
Quality Assurance & Compliance
1 14 (53.85%) ISO/IEC 27001
1 14 (53.85%) NCSC
1 14 (53.85%) NIST
1 14 (53.85%) NIST 800
System Software
1 15 (57.69%) Docker
2 14 (53.85%) Active Directory
3 1 (3.85%) Oracle RAC
Systems Management
1 14 (53.85%) Terraform
2 2 (7.69%) Ansible
2 2 (7.69%) Enterprise Manager Cloud Control
Vendors
1 14 (53.85%) Google
1 14 (53.85%) Microsoft
2 2 (7.69%) Oracle
2 2 (7.69%) Red Hat
3 1 (3.85%) HP