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

6 months to
19 May 2024
Same period 2023 Same period 2022
Rank 483 236 246
Rank change year-on-year -247 +10 +11
Permanent jobs citing Apache Spark 393 1,374 2,255
As % of all permanent jobs advertised in England 0.45% 1.55% 1.66%
As % of the Application Platforms category 4.42% 13.33% 12.07%
Number of salaries quoted 271 579 818
10th Percentile £50,172 £59,550 £50,000
25th Percentile £63,750 £67,500 £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 £112,500
UK median annual salary £80,000 £87,500 £77,500
% change year-on-year -8.57% +12.90% +3.33%

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 8,884 10,311 18,677
As % of all permanent jobs advertised in England 10.27% 11.65% 13.76%
Number of salaries quoted 6,561 7,043 10,366
10th Percentile £27,500 £31,250 £28,500
25th Percentile £35,000 £40,000 £37,510
Median annual salary (50th Percentile) £50,000 £57,500 £55,000
Median % change year-on-year -13.04% +4.55% +4.76%
75th Percentile £70,000 £77,500 £75,000
90th Percentile £95,000 £97,500 £92,500
UK median annual salary £50,000 £55,667 £55,000
% change year-on-year -10.18% +1.21% +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 19 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 19 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 -147 250 £90,000 -5.26% 131
South West -29 52 £80,000 +6.67% 20
North of England -104 49 £55,000 -21.43% 23
North West -14 37 £62,500 -16.11% 8
Midlands -13 16 £72,750 +3.93% 12
South East -64 14 £52,000 -25.71% 28
Yorkshire -38 11 £51,528 -20.73% 10
East Midlands -16 10 £60,000 - 4
West Midlands +5 6 £73,000 +4.29% 8
East of England -42 5 £101,250 +102.50% 5
North East -20 1 £75,000 - 5
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
1 167 (42.49%) Apache
2 63 (16.03%) Apache Airflow
3 25 (6.36%) Jupyter
4 17 (4.33%) nginx
5 8 (2.04%) SAS
6 6 (1.53%) Confluence
7 3 (0.76%) Apache Pulsar
8 2 (0.51%) Apache Solr
8 2 (0.51%) Luigi
9 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
2 198 (50.38%) Azure
3 152 (38.68%) GCP
4 53 (13.49%) Serverless
5 45 (11.45%) Amazon S3
5 45 (11.45%) AWS Lambda
5 45 (11.45%) OpenShift
6 42 (10.69%) Snowflake
7 38 (9.67%) AWS CloudFormation
8 35 (8.91%) Azure Synapse Analytics
9 34 (8.65%) Azure Data Factory
10 33 (8.40%) Amazon EKS
11 31 (7.89%) Power Platform
12 29 (7.38%) GitHub
13 24 (6.11%) Amazon Kinesis
14 20 (5.09%) Amazon EMR
15 18 (4.58%) Azure DevOps
16 17 (4.33%) MinIO
17 13 (3.31%) dbt
18 9 (2.29%) PowerApps
Communications & Networking
1 27 (6.87%) AMQP
2 18 (4.58%) Wireless
3 7 (1.78%) Firewall
4 3 (0.76%) Network Security
5 2 (0.51%) HTTP
Database & Business Intelligence
1 197 (50.13%) Big Data
2 161 (40.97%) Hadoop
3 83 (21.12%) Data Lake
3 83 (21.12%) Data Warehouse
4 68 (17.30%) NoSQL
5 43 (10.94%) Data Mining
6 41 (10.43%) Amazon Redshift
7 35 (8.91%) Apache Hive
8 33 (8.40%) SQL Server
9 32 (8.14%) BigQuery
10 31 (7.89%) Elasticsearch
11 30 (7.63%) Flink
12 29 (7.38%) Power BI
12 29 (7.38%) Presto
13 27 (6.87%) Cloudera CDH
14 26 (6.62%) Relational Database
15 20 (5.09%) Apache Ignite
16 18 (4.58%) PostgreSQL
17 16 (4.07%) DynamoDB
18 15 (3.82%) Tableau
Development Applications
1 49 (12.47%) 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 87 (22.14%) Social Skills
2 84 (21.37%) Analytical Skills
3 78 (19.85%) Finance
4 39 (9.92%) Banking
5 27 (6.87%) Aerospace
6 26 (6.62%) Retail
7 24 (6.11%) Inclusion and Diversity
8 19 (4.83%) Presentation Skills
9 17 (4.33%) Games
10 15 (3.82%) Marketing
11 13 (3.31%) Electronics
12 12 (3.05%) Public Sector
13 9 (2.29%) Law
13 9 (2.29%) Legal
14 8 (2.04%) Retail Banking
15 7 (1.78%) Retail Finance
16 4 (1.02%) Influencing Skills
16 4 (1.02%) Music Industry
17 3 (0.76%) German Language
17 3 (0.76%) Manufacturing
Job Titles
1 139 (35.37%) Data Engineer
2 133 (33.84%) Senior
3 71 (18.07%) Software Engineer
4 50 (12.72%) Senior Data Engineer
5 49 (12.47%) Architect
6 47 (11.96%) Lead
7 29 (7.38%) DV Cleared Software Engineer
8 25 (6.36%) Cloud Architect
9 23 (5.85%) Data Architect
10 22 (5.60%) Data Manager
10 22 (5.60%) Python Engineer
11 21 (5.34%) Data Scientist
12 20 (5.09%) IT Architect
13 19 (4.83%) Developer
13 19 (4.83%) Lead Data Engineer
13 19 (4.83%) Senior Architect
13 19 (4.83%) Senior Cloud Architect
14 18 (4.58%) Python Data Engineer
14 18 (4.58%) Senior Data Scientist
14 18 (4.58%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 119 (30.28%) Kafka
2 49 (12.47%) RabbitMQ
3 47 (11.96%) PySpark
4 37 (9.41%) React
5 34 (8.65%) Apache Beam
6 33 (8.40%) Spring
6 33 (8.40%) Spring Boot
7 31 (7.89%) REST
8 30 (7.63%) Node.js
9 28 (7.12%) AngularJS
9 28 (7.12%) gRPC
10 27 (6.87%) Material-UI
10 27 (6.87%) OpenAPI
10 27 (6.87%) Swagger
11 25 (6.36%) Pandas
12 23 (5.85%) ActiveMQ
13 22 (5.60%) Apache NiFi
14 20 (5.09%) Elastic Stack
15 17 (4.33%) YAML
16 12 (3.05%) TensorFlow
Miscellaneous
1 42 (10.69%) Cloud Native
2 36 (9.16%) Algorithms
3 32 (8.14%) Data Structures
4 24 (6.11%) Distributed Systems
5 19 (4.83%) Hybrid Cloud
6 16 (4.07%) Greenfield Project
6 16 (4.07%) Management Information System
7 9 (2.29%) Distributed Applications
8 8 (2.04%) BBC
8 8 (2.04%) Credit Risk
8 8 (2.04%) Legacy Systems
9 7 (1.78%) Product Ownership
10 6 (1.53%) Distributed Computing
10 6 (1.53%) Mainframe
11 4 (1.02%) IoT
11 4 (1.02%) Renewable Energy
12 3 (0.76%) Analytical Mindset
12 3 (0.76%) Onboarding
13 2 (0.51%) Social Network
13 2 (0.51%) Tandem
Operating Systems
1 66 (16.79%) Linux
2 27 (6.87%) CentOS
2 27 (6.87%) Debian
2 27 (6.87%) Red Hat Enterprise Linux
2 27 (6.87%) Ubuntu
3 2 (0.51%) Unix
Processes & Methodologies
1 144 (36.64%) Agile
2 132 (33.59%) Data Engineering
3 122 (31.04%) CI/CD
4 116 (29.52%) Data Pipeline
5 112 (28.50%) Software Engineering
6 109 (27.74%) Analytics
7 97 (24.68%) Machine Learning
8 94 (23.92%) ETL
9 91 (23.16%) Data Science
10 90 (22.90%) Data Modelling
11 81 (20.61%) Computer Science
12 79 (20.10%) Infrastructure as Code
13 74 (18.83%) DevOps
14 71 (18.07%) Visualisation
15 61 (15.52%) Containerisation
16 58 (14.76%) Mathematics
17 53 (13.49%) Data Governance
18 51 (12.98%) Data Visualisation
19 50 (12.72%) Data Integration
19 50 (12.72%) Microservices
Programming Languages
1 279 (70.99%) Python
2 180 (45.80%) SQL
3 129 (32.82%) Java
4 81 (20.61%) Scala
5 30 (7.63%) JavaScript
6 28 (7.12%) Kotlin
6 28 (7.12%) R
7 24 (6.11%) C
8 22 (5.60%) C#
9 21 (5.34%) Go
10 20 (5.09%) Shell Script
11 17 (4.33%) Bash
12 15 (3.82%) C++
13 11 (2.80%) TypeScript
14 8 (2.04%) Data Analysis Expressions
14 8 (2.04%) MATLAB
15 7 (1.78%) Clojure
16 6 (1.53%) VB
17 5 (1.27%) Rust
18 2 (0.51%) PHP
Qualifications
1 110 (27.99%) Degree
2 56 (14.25%) Security Cleared
3 50 (12.72%) DV Cleared
4 35 (8.91%) 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
9 6 (1.53%) DBS Check
10 4 (1.02%) CIMA
11 3 (0.76%) ISTQB
12 1 (0.25%) AWS Certification
12 1 (0.25%) AWS Certified Solutions Architect
Quality Assurance & Compliance
1 25 (6.36%) Data Quality
2 20 (5.09%) QA
3 8 (2.04%) CRD IV
3 8 (2.04%) IFRS
3 8 (2.04%) IFRS 9
4 4 (1.02%) Solvency II
5 3 (0.76%) Accessibility
5 3 (0.76%) SLA
6 2 (0.51%) GDPR
System Software
1 61 (15.52%) Docker
2 15 (3.82%) Virtual Machines
3 14 (3.56%) HDFS
4 5 (1.27%) Ceph
5 3 (0.76%) Apache Flume
6 2 (0.51%) IAG
6 2 (0.51%) Virtual Servers
7 1 (0.25%) Slurm Workload Manager
Systems Management
1 109 (27.74%) Kubernetes
2 96 (24.43%) Terraform
3 59 (15.01%) Ansible
4 30 (7.63%) Puppet
5 18 (4.58%) Prometheus
6 17 (4.33%) Grafana
6 17 (4.33%) HAProxy
7 5 (1.27%) Knative
8 2 (0.51%) Kibana
8 2 (0.51%) Kubeflow
9 1 (0.25%) logstash
9 1 (0.25%) Podman
Vendors
1 108 (27.48%) Databricks
2 89 (22.65%) Google
3 59 (15.01%) Microsoft
4 27 (6.87%) Red Hat
4 27 (6.87%) SaltStack
5 17 (4.33%) Cloudera
6 15 (3.82%) Oracle
6 15 (3.82%) Teradata
7 8 (2.04%) YouTube
8 7 (1.78%) Confluent
9 6 (1.53%) Atlassian
10 5 (1.27%) Apple
10 5 (1.27%) Informatica
11 4 (1.02%) Facebook
11 4 (1.02%) SAP
11 4 (1.02%) Splunk
12 3 (0.76%) IBM
12 3 (0.76%) SnapLogic
13 2 (0.51%) Intel
13 2 (0.51%) MicroStrategy