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

6 months to
7 May 2024
Same period 2023 Same period 2022
Rank 483 235 254
Rank change year-on-year -248 +19 +4
Permanent jobs citing Apache Spark 387 1,410 2,189
As % of all permanent jobs advertised in England 0.45% 1.56% 1.64%
As % of the Application Platforms category 4.37% 13.40% 12.07%
Number of salaries quoted 264 585 809
10th Percentile £50,172 £57,500 £50,000
25th Percentile £63,438 £67,500 £60,000
Median annual salary (50th Percentile) £80,000 £88,000 £80,000
Median % change year-on-year -9.09% +10.00% +6.67%
75th Percentile £110,000 £110,000 £95,000
90th Percentile £118,750 £150,000 £113,000
UK median annual salary £80,000 £87,500 £77,500
% change year-on-year -8.57% +12.90% +6.90%

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 8,847 10,522 18,132
As % of all permanent jobs advertised in England 10.39% 11.63% 13.62%
Number of salaries quoted 6,536 7,089 10,408
10th Percentile £27,500 £31,250 £28,500
25th Percentile £35,000 £40,000 £37,500
Median annual salary (50th Percentile) £50,000 £56,500 £55,000
Median % change year-on-year -11.50% +2.73% +4.76%
75th Percentile £70,000 £77,500 £75,000
90th Percentile £95,000 £97,500 £92,500
UK median annual salary £50,000 £55,000 £54,500
% change year-on-year -9.09% +0.92% +3.81%

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 7 May 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 7 May 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 -134 246 £90,000 -5.26% 87
South West -49 51 £80,000 +6.67% 11
North of England -110 50 £55,000 -21.12% 13
North West +4 37 £62,500 -16.67% 6
Midlands -15 14 £73,000 +4.29% 7
South East -42 13 £49,000 -30.00% 8
Yorkshire -50 12 £51,528 -20.73% 4
East Midlands -21 9 £60,000 - 2
East of England -25 6 £101,250 +102.50% 10
West Midlands +6 5 £73,000 +4.29% 5
North East -21 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
1 166 (42.89%) Apache
2 60 (15.50%) Apache Airflow
3 25 (6.46%) Jupyter
4 17 (4.39%) nginx
5 9 (2.33%) SAS
6 6 (1.55%) Confluence
7 2 (0.52%) Apache Pulsar
7 2 (0.52%) Apache Solr
7 2 (0.52%) Luigi
8 1 (0.26%) Apache Pig
Applications
1 7 (1.81%) Microsoft Excel
Business Applications
1 4 (1.03%) Primavera
Cloud Services
1 222 (57.36%) AWS
2 196 (50.65%) Azure
3 147 (37.98%) GCP
4 54 (13.95%) Serverless
5 47 (12.14%) Amazon S3
6 46 (11.89%) AWS Lambda
7 45 (11.63%) OpenShift
8 43 (11.11%) Snowflake
9 37 (9.56%) AWS CloudFormation
10 35 (9.04%) Azure Synapse Analytics
11 34 (8.79%) Azure Data Factory
12 32 (8.27%) Amazon EKS
13 31 (8.01%) Power Platform
14 29 (7.49%) GitHub
15 26 (6.72%) Amazon Kinesis
16 22 (5.68%) Amazon EMR
17 18 (4.65%) Azure DevOps
18 17 (4.39%) MinIO
19 13 (3.36%) dbt
20 9 (2.33%) PowerApps
Communications & Networking
1 26 (6.72%) AMQP
2 20 (5.17%) Wireless
3 7 (1.81%) Firewall
4 3 (0.78%) Network Security
5 2 (0.52%) HTTP
Database & Business Intelligence
1 198 (51.16%) Big Data
2 163 (42.12%) Hadoop
3 86 (22.22%) Data Lake
4 85 (21.96%) Data Warehouse
5 67 (17.31%) NoSQL
6 46 (11.89%) Data Mining
7 44 (11.37%) Amazon Redshift
8 35 (9.04%) Elasticsearch
9 34 (8.79%) Apache Hive
10 31 (8.01%) BigQuery
10 31 (8.01%) SQL Server
11 30 (7.75%) Flink
12 29 (7.49%) Power BI
13 26 (6.72%) Cloudera CDH
13 26 (6.72%) Presto
13 26 (6.72%) Relational Database
14 23 (5.94%) Apache Ignite
15 16 (4.13%) DynamoDB
15 16 (4.13%) PostgreSQL
16 15 (3.88%) Tableau
Development Applications
1 49 (12.66%) Jenkins
2 42 (10.85%) Git
3 17 (4.39%) Atlassian Bamboo
4 12 (3.10%) Spinnaker
5 8 (2.07%) CircleCI
5 8 (2.07%) JIRA
5 8 (2.07%) Oracle Forms
5 8 (2.07%) Visual Studio
6 4 (1.03%) Bitbucket
6 4 (1.03%) MLflow
7 3 (0.78%) Octopus Deploy
8 2 (0.52%) 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 90 (23.26%) Social Skills
2 84 (21.71%) Analytical Skills
3 78 (20.16%) Finance
4 39 (10.08%) Banking
5 26 (6.72%) Aerospace
5 26 (6.72%) Retail
6 24 (6.20%) Inclusion and Diversity
7 19 (4.91%) Presentation Skills
8 17 (4.39%) Games
9 15 (3.88%) Marketing
10 12 (3.10%) Public Sector
11 10 (2.58%) Electronics
12 8 (2.07%) Law
12 8 (2.07%) Legal
12 8 (2.07%) Retail Banking
13 7 (1.81%) Retail Finance
14 4 (1.03%) Influencing Skills
14 4 (1.03%) Music Industry
15 3 (0.78%) German Language
15 3 (0.78%) Manufacturing
Job Titles
1 140 (36.18%) Data Engineer
2 134 (34.63%) Senior
3 61 (15.76%) Software Engineer
4 51 (13.18%) Architect
4 51 (13.18%) Senior Data Engineer
5 44 (11.37%) Lead
6 28 (7.24%) Cloud Architect
6 28 (7.24%) DV Cleared Software Engineer
7 23 (5.94%) Data Architect
7 23 (5.94%) Data Manager
7 23 (5.94%) IT Architect
8 22 (5.68%) Python Engineer
9 21 (5.43%) Senior Architect
9 21 (5.43%) Senior Cloud Architect
10 19 (4.91%) Data Scientist
11 18 (4.65%) Big Data Engineer
11 18 (4.65%) Developer
11 18 (4.65%) Lead Data Engineer
11 18 (4.65%) Python Data Engineer
12 17 (4.39%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 118 (30.49%) Kafka
2 47 (12.14%) PySpark
3 45 (11.63%) RabbitMQ
4 36 (9.30%) React
5 34 (8.79%) Apache Beam
6 32 (8.27%) Spring
6 32 (8.27%) Spring Boot
7 31 (8.01%) Node.js
8 30 (7.75%) REST
9 28 (7.24%) AngularJS
10 27 (6.98%) gRPC
11 26 (6.72%) Material-UI
11 26 (6.72%) OpenAPI
11 26 (6.72%) Swagger
12 25 (6.46%) Pandas
13 22 (5.68%) Apache NiFi
14 21 (5.43%) ActiveMQ
15 20 (5.17%) Elastic Stack
16 17 (4.39%) YAML
17 11 (2.84%) TensorFlow
Miscellaneous
1 41 (10.59%) Cloud Native
2 34 (8.79%) Algorithms
3 30 (7.75%) Data Structures
4 24 (6.20%) Distributed Systems
5 18 (4.65%) Hybrid Cloud
6 16 (4.13%) Greenfield Project
7 13 (3.36%) Management Information System
8 9 (2.33%) Credit Risk
8 9 (2.33%) Distributed Applications
9 8 (2.07%) BBC
9 8 (2.07%) Legacy Systems
10 7 (1.81%) Product Ownership
11 6 (1.55%) Distributed Computing
11 6 (1.55%) Mainframe
12 5 (1.29%) Onboarding
13 4 (1.03%) IoT
14 3 (0.78%) Analytical Mindset
14 3 (0.78%) Renewable Energy
15 2 (0.52%) Social Network
15 2 (0.52%) Tandem
Operating Systems
1 62 (16.02%) Linux
2 26 (6.72%) CentOS
2 26 (6.72%) Debian
2 26 (6.72%) Red Hat Enterprise Linux
2 26 (6.72%) Ubuntu
3 2 (0.52%) Unix
Processes & Methodologies
1 145 (37.47%) Agile
2 129 (33.33%) Data Engineering
3 114 (29.46%) CI/CD
4 113 (29.20%) Data Pipeline
5 108 (27.91%) Analytics
6 103 (26.61%) Software Engineering
7 96 (24.81%) ETL
8 92 (23.77%) Machine Learning
9 90 (23.26%) Data Modelling
9 90 (23.26%) Data Science
10 79 (20.41%) Computer Science
11 75 (19.38%) Visualisation
12 72 (18.60%) DevOps
12 72 (18.60%) Infrastructure as Code
13 63 (16.28%) Mathematics
14 59 (15.25%) Containerisation
15 56 (14.47%) Data Visualisation
16 54 (13.95%) Data Integration
17 53 (13.70%) Data Governance
18 46 (11.89%) Migration
Programming Languages
1 276 (71.32%) Python
2 182 (47.03%) SQL
3 123 (31.78%) Java
4 80 (20.67%) Scala
5 30 (7.75%) JavaScript
5 30 (7.75%) R
6 21 (5.43%) C#
6 21 (5.43%) Kotlin
7 20 (5.17%) C
7 20 (5.17%) Shell Script
8 18 (4.65%) Go
9 17 (4.39%) Bash
10 10 (2.58%) TypeScript
11 9 (2.33%) C++
11 9 (2.33%) Data Analysis Expressions
12 8 (2.07%) MATLAB
13 7 (1.81%) VB
14 6 (1.55%) Clojure
15 2 (0.52%) F#
15 2 (0.52%) XPath
Qualifications
1 112 (28.94%) Degree
2 55 (14.21%) Security Cleared
3 49 (12.66%) DV Cleared
4 34 (8.79%) SC Cleared
5 30 (7.75%) Computer Science Degree
6 19 (4.91%) Master's Degree
7 9 (2.33%) Microsoft Certification
8 7 (1.81%) PhD
9 6 (1.55%) Azure Certification
9 6 (1.55%) BPSS Clearance
10 5 (1.29%) DBS Check
11 4 (1.03%) CIMA
12 3 (0.78%) ISTQB
13 1 (0.26%) AWS Certification
13 1 (0.26%) AWS Certified Solutions Architect
Quality Assurance & Compliance
1 23 (5.94%) Data Quality
2 17 (4.39%) QA
3 9 (2.33%) CRD IV
3 9 (2.33%) IFRS
3 9 (2.33%) IFRS 9
4 4 (1.03%) Solvency II
5 3 (0.78%) Accessibility
5 3 (0.78%) SLA
6 2 (0.52%) GDPR
System Software
1 60 (15.50%) Docker
2 14 (3.62%) HDFS
3 9 (2.33%) Virtual Machines
4 3 (0.78%) Apache Flume
5 2 (0.52%) Ceph
5 2 (0.52%) IAG
6 1 (0.26%) Slurm Workload Manager
6 1 (0.26%) Virtual Servers
Systems Management
1 102 (26.36%) Kubernetes
2 89 (23.00%) Terraform
3 55 (14.21%) Ansible
4 29 (7.49%) Puppet
5 18 (4.65%) Prometheus
6 17 (4.39%) Grafana
6 17 (4.39%) HAProxy
7 2 (0.52%) Kibana
7 2 (0.52%) Knative
7 2 (0.52%) Kubeflow
8 1 (0.26%) logstash
8 1 (0.26%) Podman
Vendors
1 105 (27.13%) Databricks
2 88 (22.74%) Google
3 60 (15.50%) Microsoft
4 26 (6.72%) Red Hat
4 26 (6.72%) SaltStack
5 17 (4.39%) Cloudera
6 15 (3.88%) Teradata
7 13 (3.36%) Oracle
8 8 (2.07%) YouTube
9 7 (1.81%) Atlassian
9 7 (1.81%) Confluent
10 5 (1.29%) Apple
10 5 (1.29%) Informatica
11 4 (1.03%) Facebook
11 4 (1.03%) SAP
11 4 (1.03%) Splunk
12 3 (0.78%) IBM
12 3 (0.78%) SnapLogic
13 2 (0.52%) Intel
13 2 (0.52%) MicroStrategy