Apache Spark Jobs in England

Apache Spark
UK > England

The table below provides summary statistics for permanent job vacancies advertised in England 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 20 January 2025, comparing them to the same period in the previous two years.

6 months to
20 Jan 2025
Same period 2024 Same period 2023
Rank 456 385 244
Rank change year-on-year -71 -141 +33
Permanent jobs citing Apache Spark 270 370 1,514
As % of all permanent jobs advertised in England 0.48% 0.67% 1.57%
As % of the Application Platforms category 5.69% 6.30% 12.61%
Number of salaries quoted 192 235 606
10th Percentile £53,750 £50,172 £53,125
25th Percentile £56,250 £67,500 £64,250
Median annual salary (50th Percentile) £80,000 £82,500 £82,500
Median % change year-on-year -3.03% - +3.13%
75th Percentile £115,000 £110,000 £100,000
90th Percentile £138,750 £121,500 £125,000
UK median annual salary £80,000 £80,000 £82,500
% change year-on-year - -3.03% +6.45%

All Application Platform Skills
England

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 England.

Permanent vacancies with a requirement for application platform skills 4,743 5,871 12,003
As % of all permanent jobs advertised in England 8.35% 10.58% 12.45%
Number of salaries quoted 2,746 4,491 7,849
10th Percentile £31,250 £29,000 £30,986
25th Percentile £40,000 £36,250 £39,500
Median annual salary (50th Percentile) £55,000 £52,500 £55,000
Median % change year-on-year +4.76% -4.55% +4.76%
75th Percentile £77,500 £72,500 £77,715
90th Percentile £105,000 £90,000 £95,000
UK median annual salary £55,000 £52,085 £55,000
% change year-on-year +5.60% -5.30% +4.76%

Apache Spark
Job Vacancy Trend in England

Job postings citing Apache Spark as a proportion of all IT jobs advertised in England.

Job vacancy trend for Apache Spark in England

Apache Spark
Salary Trend in England

3-month moving average salary quoted in jobs citing Apache Spark in England.

Salary trend for Apache Spark in England

Apache Spark
Salary Histogram in England

Salary distribution for jobs citing Apache Spark in England over the 6 months to 20 January 2025.

Salary histogram for Apache Spark in England

Apache Spark
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Spark within the England region over the 6 months to 20 January 2025. 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
London -55 182 £100,000 +11.11% 95
South East +5 27 £57,500 +17.35% 5
South West -8 18 £77,500 +3.33% 6
North of England -36 17 £52,500 -24.40% 15
North West -33 16 £50,000 -28.00% 11
Midlands -12 13 £62,500 +19.05% 11
East Midlands - 7 £57,500 - 6
West Midlands -21 6 £65,000 +23.81% 5
East of England -28 4 £72,500 - 15
North East - 1 £72,500 - 3
Apache Spark
UK

Apache Spark
Co-occurring Skills and Capabilities in England 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
1 119 (44.07%) Apache
2 96 (35.56%) Apache Airflow
3 8 (2.96%) Jupyter
3 8 (2.96%) nginx
4 1 (0.37%) Apache Pulsar
4 1 (0.37%) Luigi
Applications
1 1 (0.37%) Maya
1 1 (0.37%) Microsoft Excel
1 1 (0.37%) Microsoft Office
1 1 (0.37%) Simulink
Cloud Services
1 122 (45.19%) AWS
2 71 (26.30%) Azure
3 67 (24.81%) dbt
4 63 (23.33%) OpenShift
5 51 (18.89%) AWS Lambda
5 51 (18.89%) Serverless
6 44 (16.30%) Amazon ECS
7 40 (14.81%) GCP
8 38 (14.07%) Snowflake
9 24 (8.89%) Power Platform
10 16 (5.93%) Azure Synapse Analytics
11 15 (5.56%) Amazon S3
12 14 (5.19%) Azure Data Factory
13 13 (4.81%) Amazon EMR
14 11 (4.07%) Amazon Kinesis
15 8 (2.96%) Amazon SageMaker
15 8 (2.96%) MinIO
16 7 (2.59%) Amazon EC2
16 7 (2.59%) Azure DevOps
16 7 (2.59%) Stackdriver
Communications & Networking
1 27 (10.00%) HTTP
2 10 (3.70%) Wireless
3 8 (2.96%) Broadband
Database & Business Intelligence
1 94 (34.81%) Big Data
2 67 (24.81%) Data Warehouse
3 64 (23.70%) Hadoop
4 60 (22.22%) NoSQL
5 58 (21.48%) Data Lake
6 54 (20.00%) Apache Iceberg
7 51 (18.89%) Amazon Athena
8 48 (17.78%) Apache Ignite
9 46 (17.04%) Dremio
10 44 (16.30%) Apache Arrow
11 28 (10.37%) MongoDB
12 27 (10.00%) SQL Server
13 25 (9.26%) Apache Hive
14 24 (8.89%) Power BI
15 22 (8.15%) PostgreSQL
16 18 (6.67%) Tableau
17 17 (6.30%) Amazon Redshift
18 15 (5.56%) Delta Lake
19 13 (4.81%) Relational Database
20 12 (4.44%) BigQuery
Development Applications
1 44 (16.30%) Artifactory
2 30 (11.11%) Jenkins
3 25 (9.26%) Git
4 9 (3.33%) Atlassian Bamboo
4 9 (3.33%) Bitbucket
5 6 (2.22%) GitLab
6 5 (1.85%) MLflow
7 4 (1.48%) Spinnaker
8 3 (1.11%) Flyway
8 3 (1.11%) Liquibase
9 2 (0.74%) CircleCI
9 2 (0.74%) JIRA
9 2 (0.74%) Octopus Deploy
9 2 (0.74%) Oracle Forms
9 2 (0.74%) TensorBoard
10 1 (0.37%) ERwin
10 1 (0.37%) TeamCity
General
1 121 (44.81%) Finance
2 90 (33.33%) Social Skills
3 50 (18.52%) Front Office
4 33 (12.22%) Retail
5 30 (11.11%) Advertising
6 29 (10.74%) Inclusion and Diversity
7 27 (10.00%) Analytical Skills
7 27 (10.00%) Games
8 18 (6.67%) Law
9 7 (2.59%) Banking
10 6 (2.22%) Influencing Skills
11 5 (1.85%) Presentation Skills
12 4 (1.48%) Manufacturing
12 4 (1.48%) Public Sector
13 3 (1.11%) Automotive
13 3 (1.11%) Marketing
14 2 (0.74%) Legal
15 1 (0.37%) Billing
15 1 (0.37%) Pharmaceutical
15 1 (0.37%) Police
Job Titles
1 121 (44.81%) Data Engineer
2 97 (35.93%) Senior
3 69 (25.56%) Python Engineer
4 52 (19.26%) DevOps Engineer
5 51 (18.89%) AWS Engineer
6 44 (16.30%) AWS DevOps
6 44 (16.30%) AWS DevOps Engineer
7 34 (12.59%) Architect
8 31 (11.48%) Software Engineer
9 30 (11.11%) Senior Software Engineer
10 28 (10.37%) Developer
11 24 (8.89%) Data Architect
12 21 (7.78%) Senior Data Engineer
13 18 (6.67%) Lead
14 14 (5.19%) Python Data Engineer
15 10 (3.70%) Lead Data Engineer
15 10 (3.70%) Senior Architect
15 10 (3.70%) Senior Manager
16 9 (3.33%) Data Scientist
16 9 (3.33%) Senior Data Architect
Libraries, Frameworks & Software Standards
1 143 (52.96%) Kafka
2 63 (23.33%) PySpark
3 44 (16.30%) J2EE
4 24 (8.89%) React
4 24 (8.89%) REST
5 16 (5.93%) GraphQL
5 16 (5.93%) Redux
6 15 (5.56%) Pandas
7 13 (4.81%) RabbitMQ
8 12 (4.44%) Apache NiFi
9 11 (4.07%) NumPy
10 10 (3.70%) Elastic Stack
10 10 (3.70%) PyTorch
10 10 (3.70%) TensorFlow
11 9 (3.33%) Apache Beam
11 9 (3.33%) Dask
11 9 (3.33%) PyArrow
12 8 (2.96%) ActiveMQ
12 8 (2.96%) FastAPI
12 8 (2.96%) YAML
Miscellaneous
1 28 (10.37%) Distributed Systems
2 13 (4.81%) Algorithms
3 8 (2.96%) Onboarding
3 8 (2.96%) Over-the-Top Content
4 7 (2.59%) Legacy Systems
5 6 (2.22%) Reinsurance
6 4 (1.48%) Cloud Native
6 4 (1.48%) CUDA
6 4 (1.48%) Distributed Computing
6 4 (1.48%) Enterprise Software
6 4 (1.48%) Hybrid Cloud
6 4 (1.48%) Management Information System
7 3 (1.11%) Data Fabric
7 3 (1.11%) Data Structures
8 2 (0.74%) Greenfield Project
8 2 (0.74%) Product Ownership
9 1 (0.37%) Analytical Mindset
9 1 (0.37%) Data Centre
9 1 (0.37%) Hedge funds
9 1 (0.37%) Self-Motivation
Operating Systems
1 15 (5.56%) Linux
2 9 (3.33%) Unix
Processes & Methodologies
1 116 (42.96%) Data Engineering
2 115 (42.59%) Agile
3 106 (39.26%) Software Engineering
4 98 (36.30%) CI/CD
4 98 (36.30%) Machine Learning
5 91 (33.70%) ETL
6 88 (32.59%) DevOps
7 87 (32.22%) Data Pipeline
8 68 (25.19%) Data Science
9 60 (22.22%) Site Reliability Engineering
10 59 (21.85%) Computer Science
11 54 (20.00%) Data Modelling
12 50 (18.52%) Analytics
12 50 (18.52%) Open Source
13 45 (16.67%) Asset Management
13 45 (16.67%) Problem-Solving
14 42 (15.56%) Visualisation
15 34 (12.59%) Data Governance
16 33 (12.22%) Business Intelligence
17 32 (11.85%) Artificial Intelligence
Programming Languages
1 216 (80.00%) Python
2 116 (42.96%) SQL
3 82 (30.37%) Java
4 55 (20.37%) Scala
5 47 (17.41%) Go
6 12 (4.44%) PL/SQL
7 9 (3.33%) Bash
7 9 (3.33%) C#
8 8 (2.96%) C++
8 8 (2.96%) Shell Script
9 7 (2.59%) JavaScript
9 7 (2.59%) R
10 6 (2.22%) T-SQL
11 3 (1.11%) PowerShell
12 2 (0.74%) Clojure
12 2 (0.74%) Kotlin
12 2 (0.74%) TypeScript
13 1 (0.37%) C
13 1 (0.37%) MATLAB
13 1 (0.37%) Rust
Qualifications
1 80 (29.63%) Degree
2 25 (9.26%) Security Cleared
3 19 (7.04%) Master's Degree
4 14 (5.19%) Computer Science Degree
5 12 (4.44%) DV Cleared
6 10 (3.70%) SC Cleared
7 5 (1.85%) DBS Check
8 3 (1.11%) AWS Certification
8 3 (1.11%) Azure Certification
9 2 (0.74%) AWS Certified DevOps Engineer
9 2 (0.74%) AWS Certified Solutions Architect
9 2 (0.74%) PhD
9 2 (0.74%) Tableau Certification
Quality Assurance & Compliance
1 26 (9.63%) Data Quality
2 19 (7.04%) Accessibility
3 13 (4.81%) GDPR
4 6 (2.22%) QA
5 4 (1.48%) California Consumer Privacy Act
5 4 (1.48%) PCI DSS
6 2 (0.74%) HIPAA
System Software
1 91 (33.70%) Docker
2 11 (4.07%) HDFS
3 2 (0.74%) Apache Flume
Systems Management
1 94 (34.81%) Kubernetes
2 78 (28.89%) Terraform
3 13 (4.81%) Ansible
4 8 (2.96%) Grafana
4 8 (2.96%) HAProxy
4 8 (2.96%) Prometheus
Vendors
1 66 (24.44%) Databricks
2 47 (17.41%) Google
2 47 (17.41%) Microsoft
3 27 (10.00%) Apple
4 16 (5.93%) Oracle
5 13 (4.81%) Informatica
6 10 (3.70%) Red Hat
7 7 (2.59%) Talend
8 5 (1.85%) Cloudera
9 4 (1.48%) Palantir
10 3 (1.11%) Foundry
10 3 (1.11%) RedGate
11 2 (0.74%) Splunk
11 2 (0.74%) StreamSets
11 2 (0.74%) Teradata
12 1 (0.37%) Hortonworks
12 1 (0.37%) HP
12 1 (0.37%) SAP
12 1 (0.37%) SnapLogic