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

6 months to
3 May 2024
Same period 2023 Same period 2022
Rank 477 242 249
Rank change year-on-year -235 +7 +12
Permanent jobs citing Apache Spark 393 1,437 2,149
As % of all permanent jobs advertised in England 0.46% 1.56% 1.62%
As % of the Application Platforms category 4.42% 13.32% 11.96%
Number of salaries quoted 263 593 815
10th Percentile £50,172 £57,500 £50,000
25th Percentile £63,125 £66,250 £60,000
Median annual salary (50th Percentile) £80,000 £87,500 £80,000
Median % change year-on-year -8.57% +9.38% +6.67%
75th Percentile £110,000 £110,000 £95,000
90th Percentile £118,750 £150,000 £115,000
UK median annual salary £80,000 £87,500 £80,000
% change year-on-year -8.57% +9.38% +10.34%

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 8,891 10,790 17,965
As % of all permanent jobs advertised in England 10.42% 11.68% 13.56%
Number of salaries quoted 6,546 7,218 10,509
10th Percentile £27,500 £31,250 £28,500
25th Percentile £34,500 £40,000 £37,500
Median annual salary (50th Percentile) £50,000 £56,000 £55,000
Median % change year-on-year -10.71% +1.82% +4.76%
75th Percentile £68,938 £77,500 £75,000
90th Percentile £93,750 £97,500 £92,500
UK median annual salary £50,000 £55,000 £54,255
% change year-on-year -9.09% +1.37% +3.34%

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 3 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 3 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 -130 252 £90,000 -5.26% 80
South West -37 52 £80,000 +6.67% 9
North of England -105 50 £55,000 -20.80% 10
North West -3 37 £62,500 -16.67% 5
Midlands -6 13 £73,000 +4.29% 5
South East -57 13 £49,000 -30.00% 7
Yorkshire -56 12 £51,528 -20.73% 2
East Midlands -12 8 £60,000 - 3
East of England -25 6 £101,250 +102.50% 10
West Midlands +4 5 £73,000 +4.29% 2
North East -22 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 (43.51%) Apache
2 60 (15.27%) Apache Airflow
3 25 (6.36%) Jupyter
4 17 (4.33%) nginx
5 9 (2.29%) SAS
6 6 (1.53%) Confluence
7 2 (0.51%) Apache Pulsar
7 2 (0.51%) Apache Solr
7 2 (0.51%) Luigi
8 1 (0.25%) Apache Pig
Applications
1 7 (1.78%) Microsoft Excel
Business Applications
1 4 (1.02%) Primavera
Cloud Services
1 224 (57.00%) AWS
2 199 (50.64%) Azure
3 154 (39.19%) GCP
4 53 (13.49%) Serverless
5 47 (11.96%) Amazon S3
6 45 (11.45%) AWS Lambda
7 44 (11.20%) OpenShift
8 43 (10.94%) Snowflake
9 37 (9.41%) Power Platform
10 36 (9.16%) AWS CloudFormation
11 35 (8.91%) Azure Synapse Analytics
12 34 (8.65%) Azure Data Factory
13 33 (8.40%) GitHub
14 31 (7.89%) Amazon EKS
15 26 (6.62%) Amazon Kinesis
16 22 (5.60%) Amazon EMR
17 18 (4.58%) Azure DevOps
18 17 (4.33%) MinIO
19 13 (3.31%) dbt
20 12 (3.05%) GitHub Actions
Communications & Networking
1 25 (6.36%) AMQP
2 20 (5.09%) Wireless
3 7 (1.78%) Firewall
4 3 (0.76%) Network Security
5 2 (0.51%) HTTP
Database & Business Intelligence
1 201 (51.15%) Big Data
2 166 (42.24%) Hadoop
3 92 (23.41%) Data Lake
4 85 (21.63%) Data Warehouse
5 71 (18.07%) NoSQL
6 49 (12.47%) Data Mining
7 44 (11.20%) Amazon Redshift
8 38 (9.67%) Elasticsearch
9 35 (8.91%) BigQuery
9 35 (8.91%) Power BI
10 34 (8.65%) Apache Hive
11 31 (7.89%) SQL Server
12 30 (7.63%) Flink
12 30 (7.63%) Relational Database
13 26 (6.62%) Apache Ignite
13 26 (6.62%) Presto
14 25 (6.36%) Cloudera CDH
15 20 (5.09%) PostgreSQL
15 20 (5.09%) Tableau
16 18 (4.58%) MySQL
Development Applications
1 53 (13.49%) Jenkins
2 42 (10.69%) Git
3 17 (4.33%) Atlassian Bamboo
4 12 (3.05%) Spinnaker
5 8 (2.04%) CircleCI
5 8 (2.04%) JIRA
5 8 (2.04%) Oracle Forms
5 8 (2.04%) Visual Studio
6 4 (1.02%) Bitbucket
6 4 (1.02%) MLflow
7 3 (0.76%) Octopus Deploy
8 2 (0.51%) Team Foundation Server
9 1 (0.25%) Ant
9 1 (0.25%) ERwin
9 1 (0.25%) Gradle
9 1 (0.25%) JUnit
9 1 (0.25%) Maven
General
1 91 (23.16%) Social Skills
2 89 (22.65%) Analytical Skills
3 83 (21.12%) Finance
4 44 (11.20%) Banking
5 30 (7.63%) Retail
6 25 (6.36%) Aerospace
6 25 (6.36%) Inclusion and Diversity
7 19 (4.83%) Presentation Skills
8 17 (4.33%) Games
9 15 (3.82%) Marketing
10 12 (3.05%) Public Sector
11 10 (2.54%) Electronics
12 8 (2.04%) Law
12 8 (2.04%) Legal
12 8 (2.04%) Retail Banking
13 7 (1.78%) Retail Finance
14 6 (1.53%) Influencing Skills
15 4 (1.02%) Music Industry
16 3 (0.76%) German Language
16 3 (0.76%) Manufacturing
Job Titles
1 141 (35.88%) Data Engineer
2 136 (34.61%) Senior
3 59 (15.01%) Software Engineer
4 54 (13.74%) Architect
5 51 (12.98%) Senior Data Engineer
6 47 (11.96%) Lead
7 31 (7.89%) Cloud Architect
8 27 (6.87%) DV Cleared Software Engineer
9 26 (6.62%) IT Architect
10 23 (5.85%) Data Architect
10 23 (5.85%) Data Manager
10 23 (5.85%) Senior Architect
10 23 (5.85%) Senior Cloud Architect
11 22 (5.60%) Python Engineer
12 19 (4.83%) Data Scientist
12 19 (4.83%) Lead Data Engineer
13 18 (4.58%) Big Data Engineer
13 18 (4.58%) Developer
13 18 (4.58%) Python Data Engineer
14 17 (4.33%) DevOps Engineer
Libraries, Frameworks & Software Standards
1 123 (31.30%) Kafka
2 47 (11.96%) PySpark
3 44 (11.20%) RabbitMQ
4 34 (8.65%) Apache Beam
5 33 (8.40%) React
6 31 (7.89%) Spring
6 31 (7.89%) Spring Boot
7 30 (7.63%) Node.js
8 29 (7.38%) REST
9 27 (6.87%) AngularJS
10 26 (6.62%) gRPC
11 25 (6.36%) Material-UI
11 25 (6.36%) OpenAPI
11 25 (6.36%) Pandas
11 25 (6.36%) Swagger
12 22 (5.60%) Apache NiFi
13 21 (5.34%) ActiveMQ
14 20 (5.09%) Elastic Stack
15 17 (4.33%) YAML
16 11 (2.80%) TensorFlow
Miscellaneous
1 40 (10.18%) Cloud Native
2 34 (8.65%) Algorithms
3 29 (7.38%) Data Structures
4 24 (6.11%) Distributed Systems
5 18 (4.58%) Hybrid Cloud
6 16 (4.07%) Greenfield Project
7 14 (3.56%) Management Information System
8 9 (2.29%) Credit Risk
8 9 (2.29%) Distributed Applications
9 8 (2.04%) BBC
9 8 (2.04%) Legacy Systems
10 7 (1.78%) Product Ownership
11 6 (1.53%) Distributed Computing
11 6 (1.53%) Mainframe
12 5 (1.27%) Onboarding
13 4 (1.02%) IoT
14 3 (0.76%) Analytical Mindset
15 2 (0.51%) Renewable Energy
15 2 (0.51%) Tandem
15 2 (0.51%) Taxonomies
Operating Systems
1 60 (15.27%) Linux
2 25 (6.36%) CentOS
2 25 (6.36%) Debian
2 25 (6.36%) Red Hat Enterprise Linux
2 25 (6.36%) Ubuntu
3 2 (0.51%) Unix
Processes & Methodologies
1 152 (38.68%) Agile
2 134 (34.10%) Data Engineering
3 118 (30.03%) CI/CD
4 116 (29.52%) Data Pipeline
5 114 (29.01%) Analytics
6 101 (25.70%) ETL
6 101 (25.70%) Software Engineering
7 96 (24.43%) Machine Learning
8 90 (22.90%) Data Science
9 89 (22.65%) Data Modelling
10 84 (21.37%) Visualisation
11 80 (20.36%) Computer Science
12 75 (19.08%) Infrastructure as Code
13 73 (18.58%) DevOps
14 66 (16.79%) Mathematics
15 65 (16.54%) Data Visualisation
16 62 (15.78%) Data Integration
17 58 (14.76%) Containerisation
18 55 (13.99%) Data Governance
19 49 (12.47%) Migration
Programming Languages
1 277 (70.48%) Python
2 183 (46.56%) SQL
3 121 (30.79%) Java
4 80 (20.36%) Scala
5 32 (8.14%) R
6 29 (7.38%) JavaScript
7 21 (5.34%) C#
8 20 (5.09%) C
8 20 (5.09%) Shell Script
9 19 (4.83%) Kotlin
10 18 (4.58%) Go
11 17 (4.33%) Bash
12 10 (2.54%) Data Analysis Expressions
13 9 (2.29%) C++
14 8 (2.04%) MATLAB
14 8 (2.04%) TypeScript
15 7 (1.78%) VB
16 4 (1.02%) Clojure
17 2 (0.51%) F#
17 2 (0.51%) XPath
Qualifications
1 116 (29.52%) Degree
2 54 (13.74%) Security Cleared
3 48 (12.21%) DV Cleared
4 33 (8.40%) SC Cleared
5 31 (7.89%) Computer Science Degree
6 19 (4.83%) Master's Degree
7 9 (2.29%) Microsoft Certification
8 7 (1.78%) PhD
9 6 (1.53%) Azure Certification
9 6 (1.53%) BPSS Clearance
10 4 (1.02%) CIMA
10 4 (1.02%) DBS Check
11 3 (0.76%) ISTQB
12 1 (0.25%) AWS Certification
12 1 (0.25%) AWS Certified Solutions Architect
Quality Assurance & Compliance
1 22 (5.60%) Data Quality
2 17 (4.33%) QA
3 9 (2.29%) CRD IV
3 9 (2.29%) IFRS
3 9 (2.29%) IFRS 9
4 4 (1.02%) Solvency II
5 3 (0.76%) Accessibility
5 3 (0.76%) GDPR
5 3 (0.76%) SLA
6 1 (0.25%) HIPAA
System Software
1 60 (15.27%) Docker
2 14 (3.56%) HDFS
3 9 (2.29%) Virtual Machines
4 3 (0.76%) Apache Flume
5 2 (0.51%) Ceph
5 2 (0.51%) IAG
6 1 (0.25%) Slurm Workload Manager
6 1 (0.25%) Virtual Servers
Systems Management
1 99 (25.19%) Kubernetes
2 92 (23.41%) Terraform
3 54 (13.74%) Ansible
4 28 (7.12%) Puppet
5 18 (4.58%) Prometheus
6 17 (4.33%) Grafana
6 17 (4.33%) HAProxy
7 2 (0.51%) Kibana
7 2 (0.51%) Knative
7 2 (0.51%) Kubeflow
8 1 (0.25%) logstash
8 1 (0.25%) Podman
Vendors
1 105 (26.72%) Databricks
2 95 (24.17%) Google
3 64 (16.28%) Microsoft
4 25 (6.36%) Red Hat
4 25 (6.36%) SaltStack
5 17 (4.33%) Cloudera
6 15 (3.82%) Teradata
7 13 (3.31%) Oracle
8 8 (2.04%) YouTube
9 7 (1.78%) Atlassian
9 7 (1.78%) Confluent
10 6 (1.53%) Informatica
11 5 (1.27%) Apple
12 4 (1.02%) Facebook
12 4 (1.02%) SAP
12 4 (1.02%) Splunk
13 3 (0.76%) IBM
13 3 (0.76%) SnapLogic
14 2 (0.51%) Hootsuite
14 2 (0.51%) Talend