Apache Spark Job Trends in Gloucester

Apache Spark
Gloucestershire > Gloucester

The table below provides summary statistics and salary benchmarking for jobs advertised in Gloucester requiring Apache Spark skills. It covers permanent job vacancies from the 6 months leading up to 25 September 2026, with comparisons to the same periods in the previous two years.

6 months to
25 Sep 2026
Same period 2025 Same period 2024
Rank 60 - 41
Rank change year-on-year - - -
Permanent jobs citing Apache Spark 10 0 5
As % of all permanent jobs in Gloucester 1.40% - 1.81%
As % of the Application Platforms category 13.51% - 15.63%
Number of salaries quoted 1 0 1
10th Percentile - - -
25th Percentile £60,000 - £48,750
Median annual salary (50th Percentile) £65,000 - £52,500
75th Percentile £70,000 - £56,250
90th Percentile - - -
Gloucestershire median annual salary £92,750 - £52,500
% change year-on-year - - -47.50%

All Application Platform Skills
Gloucester

Apache Spark falls under the Application Platforms category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring application platform skills in Gloucester.

Permanent vacancies with a requirement for application platform skills 74 4 32
As % of all permanent jobs advertised in Gloucester 10.38% 4.30% 11.55%
Number of salaries quoted 25 4 18
10th Percentile £38,850 £32,675 £36,250
25th Percentile £55,000 £38,188 £49,375
Median annual salary (50th Percentile) £70,000 £60,000 £55,000
Median % change year-on-year +16.67% +9.09% +15.79%
75th Percentile - £89,688 £65,000
90th Percentile £78,000 £100,375 £65,525
Gloucestershire median annual salary £60,500 £67,500 £55,000
% change year-on-year -10.37% +22.73% +10.00%

Apache Spark
Job Vacancy Trend in Gloucester

Historical trend showing the proportion of permanent IT job postings citing Apache Spark relative to all permanent IT jobs advertised in Gloucester.

Apache Spark job vacancy trend in Gloucester

Apache Spark
Salary Trend in Gloucester

Salary distribution trend for jobs in Gloucester citing Apache Spark.

Salary distribution trend for jobs in Gloucester citing Apache Spark

Apache Spark
Co-Occurring Skills & Capabilities in Gloucester by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 10 (100.00%) Apache
Cloud Services
1 9 (90.00%) AWS
2 4 (40.00%) Amazon EKS
2 4 (40.00%) AWS CloudFormation
2 4 (40.00%) AWS Lambda
2 4 (40.00%) Azure
2 4 (40.00%) GCP
2 4 (40.00%) OpenShift
2 4 (40.00%) Serverless
3 1 (10.00%) Amazon S3
Communications & Networking
1 4 (40.00%) AMQP
Database & Business Intelligence
1 9 (90.00%) Big Data
1 9 (90.00%) Hadoop
2 5 (50.00%) Data Lake
3 4 (40.00%) Cloudera CDH
Development Applications
1 1 (10.00%) GitLab
General
1 6 (60.00%) Analytical Skills
2 5 (50.00%) Finance
3 4 (40.00%) Aerospace
Job Titles
1 5 (50.00%) Data Engineer
2 4 (40.00%) DV Cleared Software Engineer
2 4 (40.00%) Software Engineer
3 1 (10.00%) Platform Engineer
3 1 (10.00%) Security Engineer
Libraries, Frameworks & Software Standards
1 4 (40.00%) AngularJS
1 4 (40.00%) gRPC
1 4 (40.00%) Material-UI
1 4 (40.00%) Node.js
1 4 (40.00%) OpenAPI
1 4 (40.00%) RabbitMQ
1 4 (40.00%) React
1 4 (40.00%) REST
1 4 (40.00%) Spring
1 4 (40.00%) Spring Boot
1 4 (40.00%) Swagger
1 4 (40.00%) Terraform
Miscellaneous
1 9 (90.00%) Cloud Native
Operating Systems
1 4 (40.00%) CentOS
1 4 (40.00%) Debian
1 4 (40.00%) Linux
1 4 (40.00%) Red Hat Enterprise Linux
1 4 (40.00%) Ubuntu
Processes & Methodologies
1 9 (90.00%) Agile
1 9 (90.00%) Containerisation
1 9 (90.00%) Infrastructure as Code
1 9 (90.00%) Software Engineering
2 7 (70.00%) AI
3 6 (60.00%) Analytics
3 6 (60.00%) CI/CD
3 6 (60.00%) Data Engineering
3 6 (60.00%) Data Science
3 6 (60.00%) DevOps
4 5 (50.00%) Actionable Insight
4 5 (50.00%) Data Ingestion
4 5 (50.00%) Data Pipeline
4 5 (50.00%) Deployment Automation
4 5 (50.00%) DevSecOps
4 5 (50.00%) ETL
4 5 (50.00%) Machine Learning
4 5 (50.00%) Observability
4 5 (50.00%) Parallel Processing
4 5 (50.00%) Situational Awareness
Programming Languages
1 10 (100.00%) Python
2 9 (90.00%) Java
3 6 (60.00%) Scala
4 5 (50.00%) SQL
5 4 (40.00%) JavaScript
Qualifications
1 10 (100.00%) Security Cleared
2 5 (50.00%) DV Cleared
3 4 (40.00%) SC Cleared
Quality Assurance & Compliance
1 5 (50.00%) Accessibility
1 5 (50.00%) Data Quality
System Software
1 6 (60.00%) Docker
Systems Management
1 10 (100.00%) Kubernetes
2 4 (40.00%) Ansible
2 4 (40.00%) Puppet
Vendors
1 4 (40.00%) Google
1 4 (40.00%) Red Hat
1 4 (40.00%) SaltStack