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 2 March 2024 with a comparison to the same period in the previous 2 years.

6 months to
2 Mar 2024
Same period 2023 Same period 2022
Rank 214 236 285
Rank change year-on-year +22 +49 -70
Permanent jobs citing Apache Spark 50 50 13
As % of all permanent jobs advertised in the South West 0.68% 0.67% 0.17%
As % of the Application Platforms category 6.31% 4.83% 1.30%
Number of salaries quoted 34 16 9
10th Percentile £53,865 £52,273 £67,250
25th Percentile £68,718 £57,046 £67,500
Median annual salary (50th Percentile) £75,000 £68,823 £90,000
Median % change year-on-year +8.98% -23.53% +28.57%
75th Percentile £94,279 £78,588 £101,250
90th Percentile £138,153 £102,368 £108,500
England median annual salary £80,000 £85,000 £80,000
% change year-on-year -5.88% +6.25% +10.34%

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 793 1,035 1,003
As % of all permanent jobs advertised in the South West 10.79% 13.81% 13.46%
Number of salaries quoted 668 565 636
10th Percentile £27,500 £27,500 £27,500
25th Percentile £31,594 £35,483 £35,000
Median annual salary (50th Percentile) £45,500 £45,000 £47,500
Median % change year-on-year +1.11% -5.26% +11.76%
75th Percentile £57,500 £57,931 £62,500
90th Percentile £70,000 £70,750 £87,500
England median annual salary £50,000 £56,000 £52,500
% change year-on-year -10.71% +6.67% -

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 2 March 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 2 March 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 +31 44 £75,000 +8.98% 4
Wiltshire +9 3 - -
Gloucestershire -12 3 - - 3
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 30 (60.00%) Apache
2 13 (26.00%) Jupyter
2 13 (26.00%) nginx
Cloud Services
1 30 (60.00%) GCP
2 16 (32.00%) AWS
2 16 (32.00%) OpenShift
3 15 (30.00%) Azure
4 13 (26.00%) Amazon S3
4 13 (26.00%) MinIO
5 12 (24.00%) GitHub
5 12 (24.00%) GitHub Actions
5 12 (24.00%) Power Platform
5 12 (24.00%) Vertex AI
6 3 (6.00%) Amazon EKS
6 3 (6.00%) AWS CloudFormation
6 3 (6.00%) AWS Lambda
6 3 (6.00%) Serverless
Communications & Networking
1 3 (6.00%) AMQP
1 3 (6.00%) Network Security
1 3 (6.00%) WAN
Database & Business Intelligence
1 48 (96.00%) Big Data
2 37 (74.00%) Hadoop
3 23 (46.00%) BigQuery
3 23 (46.00%) Data Lake
3 23 (46.00%) Relational Database
4 19 (38.00%) Data Warehouse
5 15 (30.00%) NoSQL
6 13 (26.00%) Presto
7 12 (24.00%) Bigtable
7 12 (24.00%) Looker
7 12 (24.00%) MySQL
7 12 (24.00%) PostgreSQL
7 12 (24.00%) Power BI
7 12 (24.00%) Tableau
8 11 (22.00%) Flink
8 11 (22.00%) SQL Server
9 5 (10.00%) Apache Hive
10 3 (6.00%) Cloudera CDH
10 3 (6.00%) Data Mining
11 2 (4.00%) Parquet
Development Applications
1 25 (50.00%) Jenkins
2 13 (26.00%) Atlassian Bamboo
3 10 (20.00%) Oracle Forms
General
1 27 (54.00%) Finance
2 26 (52.00%) Banking
3 13 (26.00%) Social Skills
4 12 (24.00%) Retail
5 11 (22.00%) Analytical Skills
6 8 (16.00%) Influencing Skills
7 3 (6.00%) Aerospace
Job Titles
1 28 (56.00%) Data Engineer
2 13 (26.00%) Big Data Engineer
2 13 (26.00%) DevOps Engineer
3 12 (24.00%) Lead
4 9 (18.00%) Head of Engineering
5 7 (14.00%) Lead Data Engineer
6 5 (10.00%) Senior
7 3 (6.00%) Architect
7 3 (6.00%) DV Cleared Software Engineer
7 3 (6.00%) Senior Data Engineer
7 3 (6.00%) Software Engineer
8 2 (4.00%) Data Manager
8 2 (4.00%) Engineering Manager
8 2 (4.00%) Senior Manager
8 2 (4.00%) Solutions Architect
9 1 (2.00%) Chief Architect
9 1 (2.00%) Cloud Architect
9 1 (2.00%) Cloud Engineer
9 1 (2.00%) Data Architect
9 1 (2.00%) Junior
Libraries, Frameworks & Software Standards
1 26 (52.00%) Kafka
2 17 (34.00%) Apache NiFi
3 16 (32.00%) RabbitMQ
4 13 (26.00%) ActiveMQ
4 13 (26.00%) Apache Beam
4 13 (26.00%) Elastic Stack
4 13 (26.00%) YAML
5 3 (6.00%) AngularJS
5 3 (6.00%) gRPC
5 3 (6.00%) JDBC
5 3 (6.00%) Material-UI
5 3 (6.00%) Node.js
5 3 (6.00%) ODBC
5 3 (6.00%) OLE DB
5 3 (6.00%) OpenAPI
5 3 (6.00%) Regular Expression
5 3 (6.00%) REST
5 3 (6.00%) Spring
5 3 (6.00%) Spring Boot
5 3 (6.00%) Swagger
Miscellaneous
1 13 (26.00%) Hybrid Cloud
2 11 (22.00%) Data Structures
3 9 (18.00%) Algorithms
3 9 (18.00%) Cloud Native
4 3 (6.00%) Cyber Defence
5 2 (4.00%) Distributed Systems
5 2 (4.00%) Public Cloud
6 1 (2.00%) Virtual Reality
Operating Systems
1 19 (38.00%) Linux
2 6 (12.00%) Red Hat Enterprise Linux
3 3 (6.00%) CentOS
3 3 (6.00%) Debian
3 3 (6.00%) Ubuntu
Processes & Methodologies
1 42 (84.00%) Data Engineering
2 36 (72.00%) CI/CD
3 33 (66.00%) Agile
4 28 (56.00%) Infrastructure as Code
5 26 (52.00%) Data Pipeline
6 22 (44.00%) Thought Leadership
7 21 (42.00%) Machine Learning
8 20 (40.00%) Analytics
9 17 (34.00%) DevOps
10 16 (32.00%) Artificial Intelligence
10 16 (32.00%) Containerisation
11 15 (30.00%) ETL
11 15 (30.00%) Visualisation
12 13 (26.00%) Observability
12 13 (26.00%) Requirements Engineering
12 13 (26.00%) Service Delivery
12 13 (26.00%) Site Reliability Engineering
13 12 (24.00%) Cloud Security
13 12 (24.00%) Computer Science
13 12 (24.00%) Database Optimisation
Programming Languages
1 36 (72.00%) Python
2 19 (38.00%) Java
3 18 (36.00%) Scala
4 17 (34.00%) SQL
5 16 (32.00%) Bash
6 13 (26.00%) Shell Script
7 10 (20.00%) Go
8 3 (6.00%) C
8 3 (6.00%) JavaScript
Qualifications
1 22 (44.00%) Security Cleared
2 19 (38.00%) DV Cleared
3 9 (18.00%) SC Cleared
4 8 (16.00%) Degree
5 1 (2.00%) Master's Degree
System Software
1 25 (50.00%) Docker
2 3 (6.00%) HDFS
3 2 (4.00%) Apache Flume
Systems Management
1 28 (56.00%) Terraform
2 27 (54.00%) Kubernetes
3 16 (32.00%) Ansible
4 13 (26.00%) Grafana
4 13 (26.00%) HAProxy
4 13 (26.00%) Prometheus
5 3 (6.00%) Oozie
5 3 (6.00%) Puppet
Vendors
1 17 (34.00%) Google
2 11 (22.00%) Oracle
2 11 (22.00%) Teradata
3 6 (12.00%) Red Hat
4 3 (6.00%) SaltStack
4 3 (6.00%) Splunk