Apache Spark Jobs in the South West

Apache Spark
England > South West

The following table provides summary statistics for permanent job vacancies advertised in the South West with a requirement for Apache Spark skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Apache Spark over the 6 months to 14 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
14 May 2024
Same period 2023 Same period 2022
Rank 241 198 307
Rank change year-on-year -43 +109 -73
Permanent jobs citing Apache Spark 52 71 13
As % of all permanent jobs advertised in the South West 0.56% 1.06% 0.16%
As % of the Application Platforms category 5.53% 8.80% 1.06%
Number of salaries quoted 37 34 11
10th Percentile £47,500 £45,000 £31,375
25th Percentile £70,000 £47,500 £46,938
Median annual salary (50th Percentile) £80,000 £72,500 £70,000
Median % change year-on-year +10.34% +3.57% -3.45%
75th Percentile £87,500 £82,500 £96,250
90th Percentile £121,350 £93,500 £105,000
England median annual salary £80,000 £87,500 £80,000
% change year-on-year -8.57% +9.38% +6.67%

All Application Platform Skills
South West

Apache Spark is in the Application Platforms category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the South West with a requirement for application platform skills.

Permanent vacancies with a requirement for application platform skills 940 807 1,222
As % of all permanent jobs advertised in the South West 10.16% 12.00% 15.01%
Number of salaries quoted 717 522 727
10th Percentile £27,500 £30,000 £27,500
25th Percentile £33,750 £35,000 £36,250
Median annual salary (50th Percentile) £47,500 £46,399 £50,000
Median % change year-on-year +2.37% -7.20% +17.65%
75th Percentile £60,000 £63,750 £69,500
90th Percentile £70,000 £77,715 £90,000
England median annual salary £50,000 £56,500 £55,000
% change year-on-year -11.50% +2.73% +4.76%

Apache Spark
Job Vacancy Trend in the South West

Job postings citing Apache Spark as a proportion of all IT jobs advertised in the South West.

Job vacancy trend for Apache Spark in the South West

Apache Spark
Salary Trend in the South West

3-month moving average salary quoted in jobs citing Apache Spark in the South West.

Salary trend for Apache Spark in the South West

Apache Spark
Salary Histogram in the South West

Salary distribution for jobs citing Apache Spark in the South West over the 6 months to 14 May 2024.

Salary histogram for Apache Spark in the South West

Apache Spark
Job Locations in the South West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Spark within the South West region over the 6 months to 14 May 2024. 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
Jobs
Bristol +4 35 £80,000 +16.24% 6
Gloucestershire -28 16 £55,000 -26.67% 4
Apache Spark
England

Apache Spark
Co-occurring Skills and Capabilities in the South West by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 33 (63.46%) Apache
2 18 (34.62%) Jupyter
2 18 (34.62%) nginx
Cloud Services
1 33 (63.46%) OpenShift
2 26 (50.00%) AWS
2 26 (50.00%) Azure
3 25 (48.08%) GCP
4 18 (34.62%) Amazon S3
4 18 (34.62%) MinIO
5 16 (30.77%) Serverless
6 15 (28.85%) Amazon EKS
6 15 (28.85%) AWS CloudFormation
6 15 (28.85%) AWS Lambda
7 1 (1.92%) Azure Data Factory
7 1 (1.92%) Azure DevOps
7 1 (1.92%) Azure Synapse Analytics
7 1 (1.92%) Google Analytics
7 1 (1.92%) PaaS
7 1 (1.92%) Snowflake
Communications & Networking
1 15 (28.85%) AMQP
Database & Business Intelligence
1 47 (90.38%) Hadoop
2 46 (88.46%) Big Data
3 18 (34.62%) Presto
4 15 (28.85%) Cloudera CDH
5 14 (26.92%) Data Warehouse
6 9 (17.31%) Data Lake
6 9 (17.31%) SQL Server
7 8 (15.38%) BigQuery
7 8 (15.38%) Flink
7 8 (15.38%) Relational Database
8 4 (7.69%) Data Mining
9 2 (3.85%) Apache Hive
9 2 (3.85%) Data Hub
9 2 (3.85%) Star Schema
10 1 (1.92%) Azure SQL Database
10 1 (1.92%) Geospatial Data
10 1 (1.92%) MongoDB
10 1 (1.92%) NoSQL
10 1 (1.92%) Oracle ODI
10 1 (1.92%) PostgreSQL
Development Applications
1 19 (36.54%) Jenkins
2 18 (34.62%) Atlassian Bamboo
3 7 (13.46%) Oracle Forms
General
1 15 (28.85%) Aerospace
2 9 (17.31%) Finance
3 7 (13.46%) Banking
4 6 (11.54%) Analytical Skills
5 4 (7.69%) Social Skills
6 3 (5.77%) Influencing Skills
7 1 (1.92%) Law
7 1 (1.92%) Retail
Job Titles
1 28 (53.85%) Data Engineer
2 18 (34.62%) Big Data Engineer
2 18 (34.62%) DevOps Engineer
3 15 (28.85%) DV Cleared Software Engineer
3 15 (28.85%) Software Engineer
4 6 (11.54%) Senior
5 4 (7.69%) Head of Engineering
5 4 (7.69%) Lead
5 4 (7.69%) Lead Data Engineer
6 3 (5.77%) Senior Data Engineer
7 2 (3.85%) Data Manager
7 2 (3.85%) Data Scientist
7 2 (3.85%) Engineering Manager
7 2 (3.85%) Senior Manager
8 1 (1.92%) Architect
8 1 (1.92%) Azure Architect
8 1 (1.92%) Azure Engineer
8 1 (1.92%) Big Data Architect
8 1 (1.92%) Junior
8 1 (1.92%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 33 (63.46%) RabbitMQ
2 19 (36.54%) Apache NiFi
3 18 (34.62%) ActiveMQ
3 18 (34.62%) Elastic Stack
3 18 (34.62%) YAML
4 15 (28.85%) AngularJS
4 15 (28.85%) gRPC
4 15 (28.85%) Material-UI
4 15 (28.85%) Node.js
4 15 (28.85%) OpenAPI
4 15 (28.85%) React
4 15 (28.85%) REST
4 15 (28.85%) Spring
4 15 (28.85%) Spring Boot
4 15 (28.85%) Swagger
5 10 (19.23%) Apache Beam
6 9 (17.31%) Kafka
7 1 (1.92%) JSON
7 1 (1.92%) scikit-learn
7 1 (1.92%) Unreal Engine
Miscellaneous
1 19 (36.54%) Cloud Native
2 18 (34.62%) Hybrid Cloud
3 8 (15.38%) Data Structures
4 6 (11.54%) Algorithms
5 1 (1.92%) Virtual Reality
Operating Systems
1 33 (63.46%) Linux
2 15 (28.85%) CentOS
2 15 (28.85%) Debian
2 15 (28.85%) Red Hat Enterprise Linux
2 15 (28.85%) Ubuntu
Processes & Methodologies
1 33 (63.46%) Containerisation
1 33 (63.46%) Infrastructure as Code
2 30 (57.69%) Data Engineering
3 28 (53.85%) Agile
4 27 (51.92%) CI/CD
5 22 (42.31%) Thought Leadership
6 21 (40.38%) DevOps
7 19 (36.54%) Software Engineering
8 18 (34.62%) Observability
8 18 (34.62%) Requirements Engineering
8 18 (34.62%) Service Delivery
8 18 (34.62%) Site Reliability Engineering
9 16 (30.77%) Scrum
10 15 (28.85%) API Development
10 15 (28.85%) Collaborative Working
10 15 (28.85%) Configuration Management
10 15 (28.85%) Kanban
10 15 (28.85%) Microservices
10 15 (28.85%) Open Source
10 15 (28.85%) Scaled Agile Framework
Programming Languages
1 50 (96.15%) Python
2 27 (51.92%) Java
3 18 (34.62%) Bash
3 18 (34.62%) Shell Script
4 15 (28.85%) JavaScript
4 15 (28.85%) SQL
5 14 (26.92%) Scala
6 7 (13.46%) Go
7 4 (7.69%) C
8 1 (1.92%) PL/SQL
Qualifications
1 37 (71.15%) DV Cleared
1 37 (71.15%) Security Cleared
2 18 (34.62%) SC Cleared
3 9 (17.31%) Degree
4 1 (1.92%) Master's Degree
System Software
1 27 (51.92%) Docker
2 2 (3.85%) Apache Flume
Systems Management
1 41 (78.85%) Kubernetes
2 34 (65.38%) Terraform
3 33 (63.46%) Ansible
4 18 (34.62%) Grafana
4 18 (34.62%) HAProxy
4 18 (34.62%) Prometheus
5 15 (28.85%) Puppet
Vendors
1 18 (34.62%) Google
2 15 (28.85%) Red Hat
2 15 (28.85%) SaltStack
3 9 (17.31%) Oracle
4 8 (15.38%) Teradata
5 2 (3.85%) Databricks
6 1 (1.92%) Informatica