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 1 June 2024 with a comparison to the same period in the previous 2 years.

6 months to
1 Jun 2024
Same period 2023 Same period 2022
Rank 515 271 242
Rank change year-on-year -244 -29 +9
Permanent jobs citing Apache Spark 381 1,114 2,365
As % of all permanent jobs advertised in England 0.42% 1.32% 1.67%
As % of the Application Platforms category 4.27% 11.61% 12.21%
Number of salaries quoted 257 556 816
10th Percentile £50,819 £60,000 £50,000
25th Percentile £63,750 £67,500 £60,625
Median annual salary (50th Percentile) £80,000 £89,750 £80,000
Median % change year-on-year -10.86% +12.19% +6.67%
75th Percentile £105,000 £110,000 £95,000
90th Percentile £118,750 £150,000 £111,875
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 8,926 9,595 19,371
As % of all permanent jobs advertised in England 9.81% 11.40% 13.72%
Number of salaries quoted 6,573 6,766 10,345
10th Percentile £27,500 £31,250 £28,500
25th Percentile £35,000 £40,000 £38,021
Median annual salary (50th Percentile) £50,000 £55,043 £55,000
Median % change year-on-year -9.16% +0.08% +4.76%
75th Percentile £71,250 £77,500 £75,000
90th Percentile £99,695 £97,500 £93,750
UK median annual salary £50,000 £55,000 £55,000
% change year-on-year -9.09% - +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 1 June 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 1 June 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 -136 245 £90,000 -5.26% 90
South West -25 51 £80,000 +6.67% 14
North of England -63 43 £55,000 -24.91% 16
North West -5 36 £60,000 -20.00% 12
Midlands -6 16 £72,750 +3.93% 6
South East -30 14 £52,000 -25.71% 7
East Midlands -9 10 £60,000 - 3
West Midlands -16 6 £73,000 +4.29% 3
Yorkshire -33 6 £51,528 -25.13% 3
East of England -6 5 £101,250 +102.50% 4
North East - 1 £75,000 - 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
1 166 (43.57%) Apache
2 62 (16.27%) Apache Airflow
3 24 (6.30%) Jupyter
4 16 (4.20%) nginx
5 8 (2.10%) Confluence
6 5 (1.31%) Apache Pulsar
7 4 (1.05%) SAS
8 2 (0.52%) Luigi
9 1 (0.26%) Apache Pig
9 1 (0.26%) Apache Solr
Applications
1 7 (1.84%) Microsoft Excel
2 1 (0.26%) Microsoft Office
Business Applications
1 4 (1.05%) Primavera
Cloud Services
1 224 (58.79%) AWS
2 196 (51.44%) Azure
3 151 (39.63%) GCP
4 55 (14.44%) Serverless
5 47 (12.34%) AWS Lambda
5 47 (12.34%) OpenShift
6 44 (11.55%) Amazon S3
6 44 (11.55%) Snowflake
7 42 (11.02%) AWS CloudFormation
8 36 (9.45%) Azure Data Factory
9 35 (9.19%) Amazon EKS
9 35 (9.19%) Azure Synapse Analytics
10 32 (8.40%) Power Platform
11 26 (6.82%) Amazon Kinesis
11 26 (6.82%) GitHub
12 22 (5.77%) Amazon EMR
13 21 (5.51%) Azure DevOps
14 16 (4.20%) MinIO
15 13 (3.41%) dbt
16 9 (2.36%) PowerApps
Communications & Networking
1 29 (7.61%) AMQP
2 14 (3.67%) Wireless
3 4 (1.05%) Firewall
4 3 (0.79%) Network Security
5 2 (0.52%) HTTP
Database & Business Intelligence
1 197 (51.71%) Big Data
2 156 (40.94%) Hadoop
3 84 (22.05%) Data Warehouse
4 79 (20.73%) Data Lake
5 67 (17.59%) NoSQL
6 43 (11.29%) Amazon Redshift
7 42 (11.02%) Data Mining
8 35 (9.19%) BigQuery
9 33 (8.66%) SQL Server
10 32 (8.40%) Flink
11 31 (8.14%) Apache Hive
12 30 (7.87%) Power BI
13 29 (7.61%) Cloudera CDH
14 28 (7.35%) Presto
15 27 (7.09%) Elasticsearch
16 26 (6.82%) Relational Database
17 18 (4.72%) DynamoDB
17 18 (4.72%) PostgreSQL
18 17 (4.46%) Apache Ignite
19 16 (4.20%) Amazon Athena
Development Applications
1 47 (12.34%) Jenkins
2 42 (11.02%) Git
3 16 (4.20%) Atlassian Bamboo
4 11 (2.89%) Spinnaker
5 9 (2.36%) JIRA
6 8 (2.10%) Oracle Forms
6 8 (2.10%) Visual Studio
7 7 (1.84%) CircleCI
8 5 (1.31%) MLflow
9 4 (1.05%) Bitbucket
10 3 (0.79%) Octopus Deploy
11 2 (0.52%) Team Foundation Server
12 1 (0.26%) Ant
12 1 (0.26%) ERwin
12 1 (0.26%) GitLab
12 1 (0.26%) Gradle
12 1 (0.26%) JUnit
12 1 (0.26%) Maven
General
1 87 (22.83%) Social Skills
2 72 (18.90%) Analytical Skills
3 68 (17.85%) Finance
4 29 (7.61%) Aerospace
4 29 (7.61%) Banking
5 25 (6.56%) Inclusion and Diversity
6 21 (5.51%) Retail
7 16 (4.20%) Marketing
8 15 (3.94%) Games
8 15 (3.94%) Presentation Skills
9 14 (3.67%) Electronics
10 12 (3.15%) Public Sector
11 11 (2.89%) Law
12 10 (2.62%) Legal
13 7 (1.84%) Retail Banking
14 4 (1.05%) Influencing Skills
14 4 (1.05%) Music Industry
15 3 (0.79%) Investment Banking
15 3 (0.79%) Manufacturing
15 3 (0.79%) Retail Finance
Job Titles
1 136 (35.70%) Data Engineer
2 127 (33.33%) Senior
3 74 (19.42%) Software Engineer
4 49 (12.86%) Senior Data Engineer
5 48 (12.60%) Lead
6 47 (12.34%) Architect
7 31 (8.14%) DV Cleared Software Engineer
8 24 (6.30%) Data Architect
9 22 (5.77%) Cloud Architect
10 21 (5.51%) Python Engineer
11 20 (5.25%) Data Scientist
11 20 (5.25%) Senior Software Engineer
12 19 (4.99%) Developer
13 18 (4.72%) Lead Data Engineer
13 18 (4.72%) Senior Data Scientist
14 17 (4.46%) Big Data Engineer
14 17 (4.46%) Data Manager
14 17 (4.46%) IT Architect
14 17 (4.46%) Python Data Engineer
14 17 (4.46%) Senior Cloud Architect
Libraries, Frameworks & Software Standards
1 116 (30.45%) Kafka
2 52 (13.65%) RabbitMQ
3 48 (12.60%) PySpark
4 41 (10.76%) React
5 36 (9.45%) Spring
5 36 (9.45%) Spring Boot
6 33 (8.66%) Node.js
6 33 (8.66%) REST
7 31 (8.14%) Apache Beam
8 30 (7.87%) AngularJS
8 30 (7.87%) gRPC
8 30 (7.87%) OpenAPI
8 30 (7.87%) Swagger
9 29 (7.61%) Material-UI
10 23 (6.04%) Pandas
11 21 (5.51%) ActiveMQ
11 21 (5.51%) Apache NiFi
12 19 (4.99%) Elastic Stack
13 16 (4.20%) YAML
14 14 (3.67%) TensorFlow
Miscellaneous
1 45 (11.81%) Cloud Native
2 34 (8.92%) Algorithms
2 34 (8.92%) Data Structures
3 23 (6.04%) Distributed Systems
4 18 (4.72%) Hybrid Cloud
5 17 (4.46%) Management Information System
6 15 (3.94%) Greenfield Project
7 8 (2.10%) BBC
7 8 (2.10%) Distributed Applications
7 8 (2.10%) Legacy Systems
8 6 (1.57%) Distributed Computing
8 6 (1.57%) Mainframe
8 6 (1.57%) Product Ownership
9 4 (1.05%) IoT
9 4 (1.05%) Renewable Energy
10 3 (0.79%) Analytical Mindset
10 3 (0.79%) Credit Risk
10 3 (0.79%) Onboarding
11 2 (0.52%) Data Fabric
11 2 (0.52%) Social Network
Operating Systems
1 67 (17.59%) Linux
2 29 (7.61%) CentOS
2 29 (7.61%) Debian
2 29 (7.61%) Red Hat Enterprise Linux
2 29 (7.61%) Ubuntu
3 3 (0.79%) Unix
Processes & Methodologies
1 137 (35.96%) Agile
2 135 (35.43%) Data Engineering
3 125 (32.81%) CI/CD
4 120 (31.50%) Data Pipeline
5 115 (30.18%) Software Engineering
6 105 (27.56%) Analytics
7 101 (26.51%) Machine Learning
8 97 (25.46%) ETL
9 89 (23.36%) Data Modelling
9 89 (23.36%) Data Science
10 84 (22.05%) Infrastructure as Code
11 83 (21.78%) Computer Science
12 73 (19.16%) DevOps
13 69 (18.11%) Visualisation
14 62 (16.27%) Containerisation
15 57 (14.96%) Microservices
16 53 (13.91%) Data Governance
17 52 (13.65%) Open Source
18 50 (13.12%) Data Integration
19 49 (12.86%) Data Visualisation
Programming Languages
1 274 (71.92%) Python
2 176 (46.19%) SQL
3 133 (34.91%) Java
4 82 (21.52%) Scala
5 33 (8.66%) JavaScript
6 31 (8.14%) Kotlin
7 25 (6.56%) C
8 22 (5.77%) Go
8 22 (5.77%) R
9 20 (5.25%) C#
9 20 (5.25%) Shell Script
10 16 (4.20%) Bash
11 15 (3.94%) C++
12 12 (3.15%) TypeScript
13 8 (2.10%) Clojure
13 8 (2.10%) Data Analysis Expressions
13 8 (2.10%) MATLAB
14 6 (1.57%) Rust
15 4 (1.05%) VB
16 2 (0.52%) PHP
Qualifications
1 105 (27.56%) Degree
2 56 (14.70%) Security Cleared
3 51 (13.39%) DV Cleared
4 37 (9.71%) SC Cleared
5 34 (8.92%) Computer Science Degree
6 21 (5.51%) Master's Degree
7 9 (2.36%) Microsoft Certification
8 8 (2.10%) PhD
9 6 (1.57%) Azure Certification
9 6 (1.57%) BPSS Clearance
9 6 (1.57%) DBS Check
10 4 (1.05%) CIMA
11 3 (0.79%) ISTQB
12 1 (0.26%) AWS Certification
12 1 (0.26%) AWS Certified Solutions Architect
Quality Assurance & Compliance
1 29 (7.61%) Data Quality
2 20 (5.25%) QA
3 4 (1.05%) Accessibility
3 4 (1.05%) Solvency II
4 3 (0.79%) CRD IV
4 3 (0.79%) IFRS
4 3 (0.79%) IFRS 9
5 2 (0.52%) GDPR
5 2 (0.52%) SLA
System Software
1 63 (16.54%) Docker
2 17 (4.46%) Virtual Machines
3 14 (3.67%) HDFS
4 6 (1.57%) Ceph
5 3 (0.79%) Virtual Servers
6 2 (0.52%) IAG
7 1 (0.26%) Apache Flume
7 1 (0.26%) Slurm Workload Manager
Systems Management
1 111 (29.13%) Kubernetes
2 100 (26.25%) Terraform
3 64 (16.80%) Ansible
4 32 (8.40%) Puppet
5 17 (4.46%) Prometheus
6 16 (4.20%) Grafana
6 16 (4.20%) HAProxy
7 6 (1.57%) Knative
8 2 (0.52%) Kibana
8 2 (0.52%) Kubeflow
9 1 (0.26%) logstash
9 1 (0.26%) Podman
Vendors
1 104 (27.30%) Databricks
2 90 (23.62%) Google
3 60 (15.75%) Microsoft
4 29 (7.61%) Red Hat
4 29 (7.61%) SaltStack
5 17 (4.46%) Cloudera
6 15 (3.94%) Oracle
6 15 (3.94%) Teradata
7 8 (2.10%) Informatica
8 6 (1.57%) YouTube
9 4 (1.05%) Apple
9 4 (1.05%) Atlassian
9 4 (1.05%) Confluent
9 4 (1.05%) Hortonworks
9 4 (1.05%) SAP
9 4 (1.05%) Splunk
10 3 (0.79%) Facebook
10 3 (0.79%) SnapLogic
11 2 (0.52%) Cognos
11 2 (0.52%) Hootsuite