Apache Spark Jobs in the South West

Apache Spark
England > South West

The table below provides summary statistics for permanent job vacancies advertised in the South West requiring Apache Spark skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited Apache Spark over the 6 months leading up to 26 July 2024, comparing them to the same period in the previous two years.

6 months to
26 Jul 2024
Same period 2023 Same period 2022
Rank 213 208 312
Rank change year-on-year -5 +104 -61
Permanent jobs citing Apache Spark 50 50 16
As % of all permanent jobs advertised in the South West 0.57% 0.80% 0.17%
As % of the Application Platforms category 6.77% 7.76% 1.14%
Number of salaries quoted 30 41 12
10th Percentile £53,750 £45,000 £31,375
25th Percentile £70,625 £51,250 £54,719
Median annual salary (50th Percentile) £80,000 £75,000 £70,000
Median % change year-on-year +6.67% +7.14% +12.51%
75th Percentile £87,500 £82,500 £95,625
90th Percentile - £95,000 £104,250
England median annual salary £80,000 £85,000 £80,000
% change year-on-year -5.88% +6.25% +3.80%

All Application Platform Skills
South West

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 the South West.

Permanent vacancies with a requirement for application platform skills 739 644 1,401
As % of all permanent jobs advertised in the South West 8.40% 10.35% 15.31%
Number of salaries quoted 532 495 782
10th Percentile £28,125 £30,850 £26,750
25th Percentile £36,250 £35,733 £33,750
Median annual salary (50th Percentile) £50,000 £47,500 £49,200
Median % change year-on-year +5.26% -3.46% +15.76%
75th Percentile £62,200 £65,000 £67,500
90th Percentile £75,772 £81,250 £87,500
England median annual salary £52,500 £57,500 £55,000
% change year-on-year -8.70% +4.55% +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 26 July 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 26 July 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 +9 29 £80,000 +15.20% 1
Gloucestershire +8 17 £55,000 -26.67%
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 37 (74.00%) Apache
2 16 (32.00%) Jupyter
2 16 (32.00%) nginx
3 2 (4.00%) Apache Airflow
4 1 (2.00%) Luigi
Cloud Services
1 34 (68.00%) OpenShift
2 25 (50.00%) Azure
3 23 (46.00%) AWS
4 21 (42.00%) GCP
5 19 (38.00%) Serverless
6 18 (36.00%) Amazon EKS
6 18 (36.00%) AWS CloudFormation
6 18 (36.00%) AWS Lambda
7 16 (32.00%) Amazon S3
7 16 (32.00%) MinIO
8 4 (8.00%) Azure DevOps
9 3 (6.00%) Snowflake
10 1 (2.00%) Azure Data Factory
10 1 (2.00%) Azure Synapse Analytics
10 1 (2.00%) Google Analytics
10 1 (2.00%) PaaS
Communications & Networking
1 18 (36.00%) AMQP
Database & Business Intelligence
1 45 (90.00%) Big Data
2 37 (74.00%) Hadoop
3 18 (36.00%) Cloudera CDH
4 16 (32.00%) Presto
5 7 (14.00%) Data Warehouse
6 4 (8.00%) Star Schema
7 3 (6.00%) Data Lake
7 3 (6.00%) PostgreSQL
7 3 (6.00%) Snowflake Schema
7 3 (6.00%) SQL Server
8 2 (4.00%) BigQuery
8 2 (4.00%) Bigtable
8 2 (4.00%) Flink
8 2 (4.00%) Redis
8 2 (4.00%) Relational Database
9 1 (2.00%) Data Mining
9 1 (2.00%) Elasticsearch
9 1 (2.00%) Geospatial Data
9 1 (2.00%) Oracle ODI
9 1 (2.00%) RethinkDB
Development Applications
1 20 (40.00%) Jenkins
2 16 (32.00%) Atlassian Bamboo
3 3 (6.00%) Git
4 2 (4.00%) Oracle Forms
General
1 18 (36.00%) Aerospace
2 3 (6.00%) Analytical Skills
2 3 (6.00%) Retail
3 2 (4.00%) Finance
3 2 (4.00%) Social Skills
4 1 (2.00%) Law
Job Titles
1 22 (44.00%) Data Engineer
2 18 (36.00%) DV Cleared Software Engineer
2 18 (36.00%) Software Engineer
3 16 (32.00%) Big Data Engineer
3 16 (32.00%) DevOps Engineer
4 3 (6.00%) Architect
4 3 (6.00%) Azure Architect
4 3 (6.00%) Machine Learning Engineer
5 2 (4.00%) Big Data Architect
5 2 (4.00%) Data Scientist
5 2 (4.00%) Lead
5 2 (4.00%) Lead Data Engineer
5 2 (4.00%) Senior
6 1 (2.00%) Azure Data Architect
6 1 (2.00%) Data Architect
6 1 (2.00%) Developer
6 1 (2.00%) Junior
6 1 (2.00%) Platform Engineer
6 1 (2.00%) Python Developer
6 1 (2.00%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 34 (68.00%) RabbitMQ
2 19 (38.00%) React
3 18 (36.00%) AngularJS
3 18 (36.00%) gRPC
3 18 (36.00%) Material-UI
3 18 (36.00%) Node.js
3 18 (36.00%) OpenAPI
3 18 (36.00%) REST
3 18 (36.00%) Spring
3 18 (36.00%) Spring Boot
3 18 (36.00%) Swagger
4 17 (34.00%) Apache NiFi
5 16 (32.00%) ActiveMQ
5 16 (32.00%) Elastic Stack
5 16 (32.00%) YAML
6 6 (12.00%) PySpark
7 4 (8.00%) Kafka
7 4 (8.00%) Pandas
8 2 (4.00%) NumPy
8 2 (4.00%) SQLAlchemy
Miscellaneous
1 18 (36.00%) Cloud Native
2 16 (32.00%) Hybrid Cloud
3 4 (8.00%) Algorithms
4 2 (4.00%) Data Structures
4 2 (4.00%) Reinsurance
5 1 (2.00%) CUDA
5 1 (2.00%) Virtual Reality
Operating Systems
1 34 (68.00%) Linux
2 18 (36.00%) CentOS
2 18 (36.00%) Debian
2 18 (36.00%) Red Hat Enterprise Linux
2 18 (36.00%) Ubuntu
Processes & Methodologies
1 35 (70.00%) Containerisation
1 35 (70.00%) Infrastructure as Code
2 26 (52.00%) CI/CD
3 22 (44.00%) Agile
4 21 (42.00%) Software Engineering
5 20 (40.00%) DevOps
5 20 (40.00%) Scrum
6 19 (38.00%) Collaborative Working
7 18 (36.00%) API Development
7 18 (36.00%) Configuration Management
7 18 (36.00%) Data Engineering
7 18 (36.00%) Kanban
7 18 (36.00%) Microservices
7 18 (36.00%) Open Source
7 18 (36.00%) Scaled Agile Framework
8 17 (34.00%) Observability
9 16 (32.00%) Requirements Engineering
9 16 (32.00%) Service Delivery
9 16 (32.00%) Site Reliability Engineering
9 16 (32.00%) Thought Leadership
Programming Languages
1 49 (98.00%) Python
2 21 (42.00%) Java
3 19 (38.00%) JavaScript
4 16 (32.00%) Bash
4 16 (32.00%) Shell Script
5 8 (16.00%) SQL
6 3 (6.00%) Scala
7 2 (4.00%) Go
8 1 (2.00%) C
8 1 (2.00%) PL/SQL
Qualifications
1 36 (72.00%) Security Cleared
2 35 (70.00%) DV Cleared
3 18 (36.00%) SC Cleared
4 6 (12.00%) Degree
5 1 (2.00%) Computer Science Degree
5 1 (2.00%) Master's Degree
Quality Assurance & Compliance
1 3 (6.00%) Data Quality
2 1 (2.00%) QA
System Software
1 20 (40.00%) Docker
Systems Management
1 38 (76.00%) Terraform
2 37 (74.00%) Kubernetes
3 34 (68.00%) Ansible
4 18 (36.00%) Puppet
5 16 (32.00%) Grafana
5 16 (32.00%) HAProxy
5 16 (32.00%) Prometheus
Vendors
1 20 (40.00%) Google
2 18 (36.00%) Red Hat
2 18 (36.00%) SaltStack
3 8 (16.00%) Databricks
4 3 (6.00%) Oracle
5 2 (4.00%) Teradata
6 1 (2.00%) Informatica
6 1 (2.00%) Microsoft