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 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 517 350 261
Rank change year-on-year -167 -89 -18
Permanent jobs citing Apache Spark 302 643 2,343
As % of all permanent jobs advertised in England 0.39% 0.90% 1.59%
As % of the Application Platforms category 4.11% 8.10% 11.64%
Number of salaries quoted 193 502 841
10th Percentile £47,500 £60,000 £50,350
25th Percentile £58,750 £67,500 £62,500
Median annual salary (50th Percentile) £80,000 £85,000 £80,000
Median % change year-on-year -5.88% +6.25% +3.80%
75th Percentile £102,500 £105,000 £95,000
90th Percentile £121,750 £150,000 £110,000
UK median annual salary £80,000 £85,000 £77,500
% change year-on-year -5.88% +9.68% +3.33%

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 7,350 7,935 20,123
As % of all permanent jobs advertised in England 9.38% 11.16% 13.69%
Number of salaries quoted 5,299 6,228 10,569
10th Percentile £29,000 £31,250 £30,000
25th Percentile £37,500 £40,000 £39,750
Median annual salary (50th Percentile) £52,500 £57,500 £55,000
Median % change year-on-year -8.70% +4.55% +4.76%
75th Percentile £80,000 £77,500 £75,000
90th Percentile £122,500 £95,000 £94,400
UK median annual salary £52,500 £55,834 £55,000
% change year-on-year -5.97% +1.52% +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 26 July 2024.

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 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
London -112 154 £92,500 - 8
North of England +6 51 £55,000 -26.67% 7
South West -5 50 £80,000 +6.67% 2
North West -8 39 £55,000 -26.67% 4
South East -23 17 £55,000 -24.14% 4
Midlands -19 16 £72,750 +3.93% 2
East Midlands -21 10 £55,000 -12.00% 1
Yorkshire +53 9 £49,637 -34.40% 2
East of England +1 8 £110,000 +4.76% 2
West Midlands -8 6 £73,000 +4.29% 1
North East -9 3 £49,274 -10.41% 1
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
1 140 (46.36%) Apache
2 55 (18.21%) Apache Airflow
3 16 (5.30%) Jupyter
3 16 (5.30%) nginx
4 11 (3.64%) Confluence
5 5 (1.66%) Apache Pulsar
6 2 (0.66%) Apache Pig
7 1 (0.33%) Luigi
7 1 (0.33%) SAS
Applications
1 5 (1.66%) Microsoft Excel
2 2 (0.66%) Microsoft Office
Business Applications
1 2 (0.66%) Primavera
Cloud Services
1 181 (59.93%) AWS
2 157 (51.99%) Azure
3 119 (39.40%) GCP
4 46 (15.23%) OpenShift
4 46 (15.23%) Serverless
5 43 (14.24%) AWS Lambda
6 42 (13.91%) Amazon S3
7 41 (13.58%) Snowflake
8 40 (13.25%) AWS CloudFormation
9 35 (11.59%) Amazon EKS
10 33 (10.93%) Azure Synapse Analytics
10 33 (10.93%) Power Platform
11 32 (10.60%) Azure Data Factory
12 30 (9.93%) Amazon Kinesis
13 28 (9.27%) GitHub
14 26 (8.61%) Azure DevOps
15 17 (5.63%) Amazon EMR
16 16 (5.30%) MinIO
17 13 (4.30%) Stackdriver
18 12 (3.97%) dbt
Communications & Networking
1 29 (9.60%) AMQP
2 6 (1.99%) HTTP
3 3 (0.99%) Wireless
4 2 (0.66%) Network Security
Database & Business Intelligence
1 157 (51.99%) Big Data
2 107 (35.43%) Hadoop
3 59 (19.54%) Data Warehouse
4 56 (18.54%) Data Lake
5 53 (17.55%) NoSQL
6 33 (10.93%) Amazon Redshift
6 33 (10.93%) Data Mining
7 31 (10.26%) Power BI
8 30 (9.93%) BigQuery
9 29 (9.60%) Cloudera CDH
10 27 (8.94%) Presto
11 25 (8.28%) Flink
12 23 (7.62%) Apache Hive
13 18 (5.96%) DynamoDB
13 18 (5.96%) PostgreSQL
14 17 (5.63%) Spark SQL
15 14 (4.64%) Azure SQL Database
16 13 (4.30%) Elasticsearch
17 12 (3.97%) Metadata
17 12 (3.97%) Neo4j
Development Applications
1 46 (15.23%) Jenkins
2 32 (10.60%) Git
3 16 (5.30%) Atlassian Bamboo
4 11 (3.64%) JIRA
5 8 (2.65%) MLflow
5 8 (2.65%) RStudio
6 6 (1.99%) Gatling
6 6 (1.99%) Spinnaker
7 4 (1.32%) Bitbucket
8 3 (0.99%) Octopus Deploy
9 2 (0.66%) CircleCI
9 2 (0.66%) Flyway
9 2 (0.66%) GitLab
9 2 (0.66%) Liquibase
9 2 (0.66%) Oracle Forms
9 2 (0.66%) Team Foundation Server
10 1 (0.33%) ERwin
10 1 (0.33%) JMeter
10 1 (0.33%) Subversion
10 1 (0.33%) TestCafe
General
1 78 (25.83%) Social Skills
2 64 (21.19%) Finance
3 42 (13.91%) Analytical Skills
4 29 (9.60%) Aerospace
5 22 (7.28%) Inclusion and Diversity
6 18 (5.96%) Retail
7 14 (4.64%) Electronics
8 13 (4.30%) Law
9 12 (3.97%) Banking
10 10 (3.31%) Games
11 8 (2.65%) Legal
12 7 (2.32%) Presentation Skills
13 6 (1.99%) Advertising
13 6 (1.99%) Marketing
14 4 (1.32%) Music Industry
14 4 (1.32%) Public Sector
15 3 (0.99%) Billing
15 3 (0.99%) Manufacturing
16 2 (0.66%) Automotive
16 2 (0.66%) Retail Banking
Job Titles
1 112 (37.09%) Data Engineer
2 90 (29.80%) Senior
3 79 (26.16%) Software Engineer
4 42 (13.91%) Architect
5 34 (11.26%) Senior Data Engineer
6 33 (10.93%) Lead
7 31 (10.26%) DV Cleared Software Engineer
8 27 (8.94%) Data Architect
9 25 (8.28%) Senior Software Engineer
10 17 (5.63%) Big Data Engineer
10 17 (5.63%) DevOps Engineer
11 15 (4.97%) Developer
12 12 (3.97%) Cloud Architect
12 12 (3.97%) Data Scientist
12 12 (3.97%) Senior Architect
12 12 (3.97%) Senior Cloud Architect
13 10 (3.31%) Lead Data Engineer
13 10 (3.31%) Scala Engineer
13 10 (3.31%) Scala Software Engineer
13 10 (3.31%) Technical Leader
Libraries, Frameworks & Software Standards
1 95 (31.46%) Kafka
2 52 (17.22%) RabbitMQ
3 48 (15.89%) PySpark
4 44 (14.57%) React
5 38 (12.58%) REST
6 35 (11.59%) Spring
6 35 (11.59%) Spring Boot
7 32 (10.60%) Node.js
8 30 (9.93%) OpenAPI
8 30 (9.93%) Swagger
9 29 (9.60%) AngularJS
9 29 (9.60%) gRPC
9 29 (9.60%) Material-UI
10 22 (7.28%) Pandas
11 19 (6.29%) ActiveMQ
11 19 (6.29%) Apache Beam
11 19 (6.29%) Apache NiFi
12 16 (5.30%) Elastic Stack
12 16 (5.30%) Lambda Expressions
12 16 (5.30%) YAML
Miscellaneous
1 37 (12.25%) Cloud Native
2 27 (8.94%) Algorithms
2 27 (8.94%) Data Structures
3 20 (6.62%) Distributed Systems
4 18 (5.96%) Hybrid Cloud
5 13 (4.30%) Legacy Systems
6 12 (3.97%) Management Information System
7 7 (2.32%) Greenfield Project
8 6 (1.99%) Blog
8 6 (1.99%) Media Streaming
9 5 (1.66%) Distributed Computing
10 4 (1.32%) Renewable Energy
11 3 (0.99%) Analytical Mindset
11 3 (0.99%) IoT
11 3 (0.99%) Mainframe
11 3 (0.99%) Product Ownership
12 2 (0.66%) Social Media
12 2 (0.66%) Social Network
12 2 (0.66%) Tandem
12 2 (0.66%) Taxonomies
Operating Systems
1 63 (20.86%) Linux
2 29 (9.60%) CentOS
2 29 (9.60%) Debian
2 29 (9.60%) Red Hat Enterprise Linux
2 29 (9.60%) Ubuntu
3 3 (0.99%) Unix
Processes & Methodologies
1 119 (39.40%) CI/CD
2 109 (36.09%) Agile
3 99 (32.78%) Machine Learning
3 99 (32.78%) Software Engineering
4 97 (32.12%) Data Engineering
5 91 (30.13%) Analytics
6 89 (29.47%) Data Pipeline
7 84 (27.81%) ETL
8 82 (27.15%) DevOps
9 81 (26.82%) Infrastructure as Code
10 70 (23.18%) Data Modelling
11 66 (21.85%) Data Science
12 61 (20.20%) Microservices
13 59 (19.54%) Computer Science
14 58 (19.21%) Containerisation
15 56 (18.54%) Open Source
16 51 (16.89%) Scrum
17 50 (16.56%) Visualisation
18 45 (14.90%) Artificial Intelligence
19 44 (14.57%) Data Management
Programming Languages
1 224 (74.17%) Python
2 136 (45.03%) SQL
3 107 (35.43%) Java
4 68 (22.52%) Scala
5 37 (12.25%) JavaScript
6 34 (11.26%) Kotlin
7 24 (7.95%) Bash
8 20 (6.62%) R
8 20 (6.62%) Shell Script
9 15 (4.97%) C++
9 15 (4.97%) TypeScript
10 14 (4.64%) C
11 12 (3.97%) C#
12 10 (3.31%) Clojure
12 10 (3.31%) Go
13 6 (1.99%) Rust
14 5 (1.66%) Data Analysis Expressions
15 4 (1.32%) T-SQL
16 3 (0.99%) PL/SQL
17 2 (0.66%) PowerShell
Qualifications
1 73 (24.17%) Degree
2 62 (20.53%) Security Cleared
3 48 (15.89%) DV Cleared
4 42 (13.91%) SC Cleared
5 34 (11.26%) Computer Science Degree
6 21 (6.95%) Master's Degree
7 8 (2.65%) PhD
8 6 (1.99%) DBS Check
9 4 (1.32%) Azure Certification
9 4 (1.32%) BPSS Clearance
10 3 (0.99%) Microsoft Certification
11 2 (0.66%) CIMA
11 2 (0.66%) ISTQB
12 1 (0.33%) AWS Certification
12 1 (0.33%) AWS Certified Solutions Architect
Quality Assurance & Compliance
1 47 (15.56%) Data Quality
2 12 (3.97%) QA
3 4 (1.32%) Accessibility
4 2 (0.66%) GDPR
5 1 (0.33%) ISO 20022
System Software
1 41 (13.58%) Docker
2 16 (5.30%) Virtual Machines
3 8 (2.65%) HDFS
4 6 (1.99%) Ceph
5 3 (0.99%) Virtual Servers
6 2 (0.66%) IAG
7 1 (0.33%) Apache Flume
Systems Management
1 107 (35.43%) Terraform
2 94 (31.13%) Kubernetes
3 62 (20.53%) Ansible
4 31 (10.26%) Puppet
5 16 (5.30%) Grafana
5 16 (5.30%) HAProxy
5 16 (5.30%) Prometheus
6 6 (1.99%) Knative
7 2 (0.66%) Kubeflow
8 1 (0.33%) Apache Ranger
8 1 (0.33%) Hadoop YARN
8 1 (0.33%) Kibana
Vendors
1 100 (33.11%) Databricks
2 68 (22.52%) Google
3 46 (15.23%) Microsoft
4 29 (9.60%) Red Hat
4 29 (9.60%) SaltStack
5 13 (4.30%) Informatica
6 10 (3.31%) Cloudera
7 8 (2.65%) Oracle
8 6 (1.99%) Apple
8 6 (1.99%) Splunk
9 4 (1.32%) Teradata
10 3 (0.99%) Alteryx
10 3 (0.99%) Atlassian
10 3 (0.99%) Foundry
10 3 (0.99%) Hortonworks
10 3 (0.99%) Palantir
10 3 (0.99%) SAP
10 3 (0.99%) SnapLogic
10 3 (0.99%) StreamSets
11 2 (0.66%) Hootsuite