Period
to 1 April 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 1 April 2020 with a comparison to the same period in the previous 2 years.

Big Data
Gloucestershire > Cheltenham
6 months to
1 Apr 2020
Same period 2019 Same period 2018
Rank 36 12 44
Rank change year-on-year -24 +32 -9
Permanent jobs citing Big Data 35 61 27
As % of all permanent jobs advertised in Cheltenham 6.77% 12.37% 5.38%
As % of the Database & Business Intelligence category 24.82% 41.22% 15.25%
Number of salaries quoted 30 48 26
Median annual salary £52,500 £52,500 £45,000
Median salary % change year-on-year - +16.67% -18.18%
10th Percentile £40,000 £41,250 £19,750
90th Percentile £87,500 £65,000 £65,625
Gloucestershire median annual salary £52,500 £52,500 £47,500
% change year-on-year - +10.53% -12.04%

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 141 148 177
As % of all permanent IT jobs advertised in Cheltenham 27.27% 30.02% 35.26%
Number of salaries quoted 111 112 162
Median annual salary £52,500 £52,500 £46,750
Median salary % change year-on-year - +12.30% -6.50%
10th Percentile £32,500 £35,250 £28,850
90th Percentile £80,000 £66,250 £60,000
Gloucestershire median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

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 1 April 2020.

Salary histogram for Big Data in Cheltenham

For the 6 months to 1 April 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 23 (65.71%) Security Cleared
2 22 (62.86%) DV Cleared
3 21 (60.00%) Artificial Intelligence
4 19 (54.29%) Java
5 18 (51.43%) Data Science
6 16 (45.71%) Machine Learning
7 14 (40.00%) Python
7 14 (40.00%) Degree
8 13 (37.14%) Agile Software Development
9 8 (22.86%) Linux
9 8 (22.86%) Computer Science
9 8 (22.86%) C++
9 8 (22.86%) Analytics
10 7 (20.00%) Visualisation
11 6 (17.14%) Service Delivery
11 6 (17.14%) Finance
11 6 (17.14%) Software Engineering
11 6 (17.14%) Retail
11 6 (17.14%) Postgraduate
11 6 (17.14%) Product Management
11 6 (17.14%) Product Marketing
11 6 (17.14%) Performance Management
11 6 (17.14%) Resource Management
11 6 (17.14%) Statistics
11 6 (17.14%) Marketing
11 6 (17.14%) Customer Insight
11 6 (17.14%) Natural Language Processing
11 6 (17.14%) Customer Requirements
11 6 (17.14%) Personalization
11 6 (17.14%) User Experience

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 5 (14.29%) Apache Spark
2 4 (11.43%) Elasticsearch
3 1 (2.86%) Apache
3 1 (2.86%) JBoss
3 1 (2.86%) Oracle HTTP Server
3 1 (2.86%) Oracle SOA Suite
3 1 (2.86%) WebLogic
Business Applications
1 1 (2.86%) Oracle BPM
Cloud Services
1 3 (8.57%) Azure
2 2 (5.71%) AWS
2 2 (5.71%) IaaS
2 2 (5.71%) PaaS
2 2 (5.71%) SaaS
3 1 (2.86%) OpenShift
Communications & Networking
1 2 (5.71%) HTTP
2 1 (2.86%) DNS
2 1 (2.86%) Ethernet
2 1 (2.86%) Firewall
2 1 (2.86%) Intrusion Detection
2 1 (2.86%) MPLS
2 1 (2.86%) SSL
2 1 (2.86%) VPN
Database & Business Intelligence
1 5 (14.29%) MongoDB
2 4 (11.43%) Hadoop
3 1 (2.86%) Apache Hive
3 1 (2.86%) Azure SQL Database
3 1 (2.86%) Data Warehouse
3 1 (2.86%) Impala
3 1 (2.86%) NoSQL
3 1 (2.86%) Oracle Database
3 1 (2.86%) SQL Server
Development Applications
1 2 (5.71%) Git (software)
2 1 (2.86%) Bitbucket
2 1 (2.86%) Bitbucket Server
2 1 (2.86%) git-flow
2 1 (2.86%) Jenkins
2 1 (2.86%) JIRA
General
1 6 (17.14%) Finance
1 6 (17.14%) Marketing
1 6 (17.14%) Retail
2 2 (5.71%) Legal
Job Titles
1 15 (42.86%) Developer
2 11 (31.43%) Java Developer
3 7 (20.00%) Software Developer
4 5 (14.29%) Architect
4 5 (14.29%) Solutions Architect
5 3 (8.57%) C++ Developer
5 3 (8.57%) C++ Software Developer
5 3 (8.57%) C++/Java Developer
5 3 (8.57%) Data Engineer
5 3 (8.57%) DevOps Architect
5 3 (8.57%) Java Software Developer
5 3 (8.57%) Linux/Unix DevOps
5 3 (8.57%) Python Developer
5 3 (8.57%) Technical Architect
5 3 (8.57%) Technical Solutions Architect
5 3 (8.57%) VMware Architect
6 2 (5.71%) Administrator
6 2 (5.71%) Cloud Architect
6 2 (5.71%) Cloud Solutions Architect
6 2 (5.71%) Software Engineer
Libraries, Frameworks & Software Standards
1 6 (17.14%) Natural Language Processing
2 5 (14.29%) Kafka
3 3 (8.57%) RESTful
4 2 (5.71%) Node.js
5 1 (2.86%) .NET
5 1 (2.86%) Elastic Stack
5 1 (2.86%) Java EE
5 1 (2.86%) JSON
5 1 (2.86%) Middleware
5 1 (2.86%) PySpark
5 1 (2.86%) XML
Miscellaneous
1 6 (17.14%) User Experience
2 3 (8.57%) Cloud Native
2 3 (8.57%) PKI
3 2 (5.71%) Cyberattack
4 1 (2.86%) Analytical Mindset
4 1 (2.86%) Analytical Skills
4 1 (2.86%) Clustering
4 1 (2.86%) Cyber Kill Chain
4 1 (2.86%) Cybercrime
4 1 (2.86%) Replication
Operating Systems
1 8 (22.86%) Linux
2 2 (5.71%) Red Hat Enterprise Linux
3 1 (2.86%) Oracle Linux
3 1 (2.86%) Unix
Processes & Methodologies
1 21 (60.00%) Artificial Intelligence
2 18 (51.43%) Data Science
3 16 (45.71%) Machine Learning
4 13 (37.14%) Agile Software Development
5 8 (22.86%) Analytics
5 8 (22.86%) Computer Science
6 7 (20.00%) Visualisation
7 6 (17.14%) Customer Insight
7 6 (17.14%) Customer Requirements
7 6 (17.14%) Performance Management
7 6 (17.14%) Personalization
7 6 (17.14%) Product Management
7 6 (17.14%) Product Marketing
7 6 (17.14%) Product Roadmap
7 6 (17.14%) Resource Management
7 6 (17.14%) Service Delivery
7 6 (17.14%) Software Engineering
7 6 (17.14%) Statistics
8 5 (14.29%) Reverse Engineering
9 4 (11.43%) High Availability
Programming Languages
1 19 (54.29%) Java
2 14 (40.00%) Python
3 8 (22.86%) C++
4 3 (8.57%) SQL
5 2 (5.71%) Bash Shell
6 1 (2.86%) C
6 1 (2.86%) C#
6 1 (2.86%) JavaScript
6 1 (2.86%) Perl
6 1 (2.86%) PowerShell
6 1 (2.86%) R
6 1 (2.86%) Shell Script
Qualifications
1 23 (65.71%) Security Cleared
2 22 (62.86%) DV Cleared
3 14 (40.00%) Degree
4 6 (17.14%) Postgraduate
5 3 (8.57%) SC Cleared
6 1 (2.86%) CCNA
6 1 (2.86%) CEH
6 1 (2.86%) Cisco Certification
6 1 (2.86%) CISSP
6 1 (2.86%) CompTIA Security+
6 1 (2.86%) GIAC
6 1 (2.86%) Linux+ Certification
6 1 (2.86%) MCSE
6 1 (2.86%) Microsoft Certification
6 1 (2.86%) Network+ Certification
6 1 (2.86%) SANS
6 1 (2.86%) SSCP
Quality Assurance & Compliance
1 2 (5.71%) ISO/IEC 27001
1 2 (5.71%) NCSC
1 2 (5.71%) NIST
1 2 (5.71%) NIST 800
System Software
1 3 (8.57%) Docker
1 3 (8.57%) VMware Infrastructure
2 2 (5.71%) Active Directory
3 1 (2.86%) Apache Flume
3 1 (2.86%) Oracle RAC
Systems Management
1 4 (11.43%) Ansible
2 3 (8.57%) Nagios
2 3 (8.57%) Puppet
3 2 (5.71%) Enterprise Manager Cloud Control
3 2 (5.71%) Terraform
4 1 (2.86%) Oozie
Vendors
1 3 (8.57%) VMware
2 2 (5.71%) Google
2 2 (5.71%) Microsoft
2 2 (5.71%) Oracle
2 2 (5.71%) Red Hat
3 1 (2.86%) HP
3 1 (2.86%) Splunk