Apache Spark Jobs in England

Apache Spark
UK > England

The following table provides summary statistics for permanent job vacancies advertised in England 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 27 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
27 Apr 2024
Same period 2023 Same period 2022
Rank 483 243 252
Rank change year-on-year -240 +9 +16
Permanent jobs citing Apache Spark 390 1,453 2,104
As % of all permanent jobs advertised in England 0.46% 1.56% 1.61%
As % of the Application Platforms category 4.41% 13.25% 11.99%
Number of salaries quoted 259 597 815
10th Percentile £50,172 £57,500 £50,000
25th Percentile £62,500 £67,500 £60,000
Median annual salary (50th Percentile) £80,000 £90,000 £80,000
Median % change year-on-year -11.11% +12.50% +6.67%
75th Percentile £110,000 £111,250 £95,000
90th Percentile £118,750 £150,000 £115,000
UK median annual salary £80,000 £87,500 £77,500
% change year-on-year -8.57% +12.90% +6.16%

All Application Platform Skills
England

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 England with a requirement for application platform skills.

Permanent vacancies with a requirement for application platform skills 8,845 10,964 17,548
As % of all permanent jobs advertised in England 10.43% 11.76% 13.42%
Number of salaries quoted 6,501 7,286 10,522
10th Percentile £27,500 £31,250 £28,500
25th Percentile £34,250 £40,000 £37,500
Median annual salary (50th Percentile) £50,000 £56,000 £54,653
Median % change year-on-year -10.71% +2.47% +4.10%
75th Percentile £68,750 £77,500 £74,750
90th Percentile £92,500 £97,500 £92,500
UK median annual salary £50,000 £55,000 £54,000
% change year-on-year -9.09% +1.85% +2.86%

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 27 April 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 27 April 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 -138 251 £90,000 -5.26% 79
South West -12 51 £80,000 +6.67% 9
North of England -106 51 £55,000 -20.80% 14
North West +3 38 £62,500 -16.67% 8
South East -40 13 £49,000 -26.04% 6
Midlands -13 12 £73,000 +4.29% 5
Yorkshire -45 12 £51,528 -20.73% 3
East Midlands -22 7 £60,000 - 2
East of England -28 6 £101,250 +102.50% 9
West Midlands +13 5 £73,000 +4.29% 3
North East -20 1 £75,000 - 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
1 171 (43.85%) Apache
2 60 (15.38%) Apache Airflow
3 25 (6.41%) Jupyter
4 17 (4.36%) nginx
5 9 (2.31%) SAS
6 6 (1.54%) Confluence
7 2 (0.51%) Apache Solr
7 2 (0.51%) Luigi
8 1 (0.26%) Apache Pig
Applications
1 7 (1.79%) Microsoft Excel
Business Applications
1 4 (1.03%) Primavera
Cloud Services
1 223 (57.18%) AWS
2 197 (50.51%) Azure
3 156 (40.00%) GCP
4 51 (13.08%) Serverless
5 47 (12.05%) Amazon S3
6 44 (11.28%) AWS Lambda
7 43 (11.03%) OpenShift
7 43 (11.03%) Snowflake
8 42 (10.77%) Power Platform
9 38 (9.74%) GitHub
10 35 (8.97%) AWS CloudFormation
11 34 (8.72%) Azure Synapse Analytics
12 33 (8.46%) Azure Data Factory
13 29 (7.44%) Amazon EKS
14 26 (6.67%) Amazon Kinesis
15 22 (5.64%) Amazon EMR
16 17 (4.36%) Azure DevOps
16 17 (4.36%) MinIO
17 16 (4.10%) GitHub Actions
18 13 (3.33%) dbt
Communications & Networking
1 24 (6.15%) AMQP
2 22 (5.64%) Wireless
3 8 (2.05%) Firewall
4 3 (0.77%) Network Security
5 2 (0.51%) HTTP
Database & Business Intelligence
1 205 (52.56%) Big Data
2 165 (42.31%) Hadoop
3 97 (24.87%) Data Lake
4 84 (21.54%) Data Warehouse
5 76 (19.49%) NoSQL
6 48 (12.31%) Data Mining
7 44 (11.28%) Amazon Redshift
8 40 (10.26%) Power BI
9 38 (9.74%) Elasticsearch
10 37 (9.49%) BigQuery
11 34 (8.72%) Apache Hive
11 34 (8.72%) Relational Database
12 30 (7.69%) SQL Server
13 28 (7.18%) Flink
14 26 (6.67%) Apache Ignite
14 26 (6.67%) Presto
15 24 (6.15%) Cloudera CDH
15 24 (6.15%) PostgreSQL
15 24 (6.15%) Tableau
16 22 (5.64%) MySQL
Development Applications
1 57 (14.62%) Jenkins
2 42 (10.77%) Git
3 17 (4.36%) Atlassian Bamboo
4 13 (3.33%) Spinnaker
5 8 (2.05%) CircleCI
5 8 (2.05%) JIRA
5 8 (2.05%) Oracle Forms
5 8 (2.05%) Visual Studio
6 4 (1.03%) Bitbucket
6 4 (1.03%) MLflow
7 3 (0.77%) Octopus Deploy
8 2 (0.51%) Team Foundation Server
9 1 (0.26%) Ant
9 1 (0.26%) ERwin
9 1 (0.26%) Gradle
9 1 (0.26%) JUnit
9 1 (0.26%) Maven
General
1 91 (23.33%) Social Skills
2 90 (23.08%) Analytical Skills
3 86 (22.05%) Finance
4 50 (12.82%) Banking
5 34 (8.72%) Retail
6 24 (6.15%) Aerospace
7 23 (5.90%) Inclusion and Diversity
8 19 (4.87%) Presentation Skills
9 17 (4.36%) Games
10 15 (3.85%) Marketing
11 12 (3.08%) Public Sector
12 10 (2.56%) Electronics
13 8 (2.05%) Influencing Skills
13 8 (2.05%) Retail Banking
14 7 (1.79%) Retail Finance
15 5 (1.28%) Law
15 5 (1.28%) Legal
16 4 (1.03%) Music Industry
17 3 (0.77%) German Language
17 3 (0.77%) Manufacturing
Job Titles
1 139 (35.64%) Data Engineer
2 134 (34.36%) Senior
3 54 (13.85%) Architect
4 53 (13.59%) Software Engineer
5 52 (13.33%) Senior Data Engineer
6 46 (11.79%) Lead
7 31 (7.95%) Cloud Architect
8 26 (6.67%) IT Architect
9 25 (6.41%) DV Cleared Software Engineer
10 24 (6.15%) Data Architect
10 24 (6.15%) Data Manager
11 23 (5.90%) Senior Architect
11 23 (5.90%) Senior Cloud Architect
12 22 (5.64%) Python Engineer
13 19 (4.87%) Data Scientist
13 19 (4.87%) Lead Data Engineer
14 18 (4.62%) Big Data Engineer
14 18 (4.62%) Developer
14 18 (4.62%) Python Data Engineer
15 17 (4.36%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 124 (31.79%) Kafka
2 46 (11.79%) PySpark
3 41 (10.51%) RabbitMQ
4 34 (8.72%) Apache Beam
5 31 (7.95%) React
6 30 (7.69%) Spring
6 30 (7.69%) Spring Boot
7 29 (7.44%) Node.js
8 28 (7.18%) REST
9 26 (6.67%) AngularJS
9 26 (6.67%) Pandas
10 25 (6.41%) gRPC
11 24 (6.15%) Material-UI
11 24 (6.15%) OpenAPI
11 24 (6.15%) Swagger
12 21 (5.38%) ActiveMQ
12 21 (5.38%) Apache NiFi
13 20 (5.13%) Elastic Stack
14 17 (4.36%) YAML
15 11 (2.82%) JSON
Miscellaneous
1 39 (10.00%) Cloud Native
2 34 (8.72%) Algorithms
3 26 (6.67%) Data Structures
4 22 (5.64%) Distributed Systems
5 18 (4.62%) Hybrid Cloud
6 16 (4.10%) Greenfield Project
7 14 (3.59%) Management Information System
8 9 (2.31%) Credit Risk
8 9 (2.31%) Distributed Applications
9 8 (2.05%) BBC
9 8 (2.05%) Legacy Systems
10 7 (1.79%) Product Ownership
11 6 (1.54%) Distributed Computing
11 6 (1.54%) Mainframe
12 5 (1.28%) Onboarding
13 4 (1.03%) IoT
14 3 (0.77%) Analytical Mindset
15 2 (0.51%) Social Network
15 2 (0.51%) Tandem
15 2 (0.51%) Taxonomies
Operating Systems
1 57 (14.62%) Linux
2 24 (6.15%) CentOS
2 24 (6.15%) Debian
2 24 (6.15%) Red Hat Enterprise Linux
2 24 (6.15%) Ubuntu
3 2 (0.51%) Unix
Processes & Methodologies
1 156 (40.00%) Agile
2 134 (34.36%) Data Engineering
3 120 (30.77%) CI/CD
4 118 (30.26%) Data Pipeline
5 116 (29.74%) Analytics
6 103 (26.41%) ETL
7 97 (24.87%) Machine Learning
8 94 (24.10%) Software Engineering
9 89 (22.82%) Visualisation
10 88 (22.56%) Data Science
11 87 (22.31%) Data Modelling
12 79 (20.26%) Computer Science
13 76 (19.49%) Infrastructure as Code
14 72 (18.46%) DevOps
15 70 (17.95%) Data Visualisation
16 67 (17.18%) Data Integration
17 65 (16.67%) Mathematics
18 58 (14.87%) Containerisation
19 53 (13.59%) Data Governance
20 49 (12.56%) Artificial Intelligence
Programming Languages
1 270 (69.23%) Python
2 181 (46.41%) SQL
3 116 (29.74%) Java
4 78 (20.00%) Scala
5 33 (8.46%) R
6 27 (6.92%) JavaScript
7 22 (5.64%) C#
8 20 (5.13%) Shell Script
9 17 (4.36%) Bash
9 17 (4.36%) C
10 16 (4.10%) Go
10 16 (4.10%) Kotlin
11 11 (2.82%) Data Analysis Expressions
12 8 (2.05%) MATLAB
12 8 (2.05%) VB
13 7 (1.79%) C++
13 7 (1.79%) TypeScript
14 3 (0.77%) Clojure
15 2 (0.51%) F#
15 2 (0.51%) XPath
Qualifications
1 115 (29.49%) Degree
2 52 (13.33%) Security Cleared
3 46 (11.79%) DV Cleared
4 32 (8.21%) SC Cleared
5 31 (7.95%) Computer Science Degree
6 19 (4.87%) Master's Degree
7 9 (2.31%) Microsoft Certification
8 6 (1.54%) Azure Certification
8 6 (1.54%) BPSS Clearance
8 6 (1.54%) PhD
9 4 (1.03%) CIMA
10 3 (0.77%) DBS Check
10 3 (0.77%) ISTQB
11 1 (0.26%) AWS Certification
11 1 (0.26%) AWS Certified Solutions Architect
Quality Assurance & Compliance
1 21 (5.38%) Data Quality
2 17 (4.36%) QA
3 9 (2.31%) CRD IV
3 9 (2.31%) IFRS
3 9 (2.31%) IFRS 9
4 4 (1.03%) Solvency II
5 3 (0.77%) Accessibility
5 3 (0.77%) GDPR
5 3 (0.77%) SLA
6 1 (0.26%) HIPAA
System Software
1 58 (14.87%) Docker
2 14 (3.59%) HDFS
3 7 (1.79%) Virtual Machines
4 3 (0.77%) Apache Flume
5 2 (0.51%) IAG
6 1 (0.26%) Slurm Workload Manager
Systems Management
1 93 (23.85%) Kubernetes
2 92 (23.59%) Terraform
3 51 (13.08%) Ansible
4 27 (6.92%) Puppet
5 18 (4.62%) Prometheus
6 17 (4.36%) Grafana
6 17 (4.36%) HAProxy
7 2 (0.51%) Kibana
7 2 (0.51%) Kubeflow
8 1 (0.26%) logstash
8 1 (0.26%) Podman
Vendors
1 103 (26.41%) Databricks
2 98 (25.13%) Google
3 65 (16.67%) Microsoft
4 24 (6.15%) Red Hat
4 24 (6.15%) SaltStack
5 17 (4.36%) Cloudera
6 15 (3.85%) Teradata
7 13 (3.33%) Oracle
8 8 (2.05%) Atlassian
8 8 (2.05%) Confluent
8 8 (2.05%) YouTube
9 6 (1.54%) Informatica
10 5 (1.28%) Apple
11 4 (1.03%) Facebook
11 4 (1.03%) SAP
11 4 (1.03%) Splunk
12 3 (0.77%) IBM
12 3 (0.77%) SnapLogic
13 2 (0.51%) Intel
13 2 (0.51%) MicroStrategy