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

6 months to
13 May 2024
Same period 2023 Same period 2022
Rank 476 237 248
Rank change year-on-year -239 +11 +7
Permanent jobs citing Apache Spark 390 1,412 2,203
As % of all permanent jobs advertised in England 0.45% 1.57% 1.64%
As % of the Application Platforms category 4.40% 13.48% 12.01%
Number of salaries quoted 268 591 819
10th Percentile £50,172 £57,500 £50,000
25th Percentile £63,438 £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 8,866 10,472 18,337
As % of all permanent jobs advertised in England 10.34% 11.63% 13.67%
Number of salaries quoted 6,553 7,121 10,428
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 £54,255
% 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 13 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 13 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 -149 246 £90,000 -5.26% 90
South West -36 52 £80,000 +10.34% 15
North of England -103 50 £55,000 -21.43% 13
North West -7 37 £62,500 -16.67% 6
Midlands -17 16 £72,750 +3.93% 8
South East -49 14 £52,000 -25.71% 9
Yorkshire -52 12 £51,528 -20.73% 5
East Midlands -11 10 £60,000 - 3
West Midlands +6 6 £73,000 +4.29% 5
East of England -25 5 £101,250 +102.50% 8
North East -22 1 £75,000 - 2
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
1 165 (42.31%) Apache
2 60 (15.38%) Apache Airflow
3 26 (6.67%) Jupyter
4 18 (4.62%) nginx
5 9 (2.31%) SAS
6 6 (1.54%) Confluence
7 3 (0.77%) Apache Pulsar
8 2 (0.51%) Apache Solr
8 2 (0.51%) Luigi
9 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
2 195 (50.00%) Azure
3 149 (38.21%) GCP
4 52 (13.33%) Serverless
5 46 (11.79%) Amazon S3
5 46 (11.79%) OpenShift
6 44 (11.28%) AWS Lambda
7 43 (11.03%) Snowflake
8 37 (9.49%) AWS CloudFormation
9 34 (8.72%) Azure Synapse Analytics
10 33 (8.46%) Azure Data Factory
11 32 (8.21%) Amazon EKS
12 31 (7.95%) Power Platform
13 29 (7.44%) GitHub
14 24 (6.15%) Amazon Kinesis
15 20 (5.13%) Amazon EMR
16 18 (4.62%) Azure DevOps
16 18 (4.62%) MinIO
17 13 (3.33%) dbt
18 9 (2.31%) PowerApps
Communications & Networking
1 26 (6.67%) AMQP
2 18 (4.62%) Wireless
3 7 (1.79%) Firewall
4 3 (0.77%) Network Security
5 2 (0.51%) HTTP
Database & Business Intelligence
1 197 (50.51%) Big Data
2 163 (41.79%) Hadoop
3 84 (21.54%) Data Lake
4 82 (21.03%) Data Warehouse
5 67 (17.18%) NoSQL
6 46 (11.79%) Data Mining
7 42 (10.77%) Amazon Redshift
8 35 (8.97%) Elasticsearch
9 32 (8.21%) Apache Hive
9 32 (8.21%) BigQuery
10 31 (7.95%) Flink
10 31 (7.95%) SQL Server
11 29 (7.44%) Power BI
12 27 (6.92%) Presto
13 26 (6.67%) Cloudera CDH
14 24 (6.15%) Relational Database
15 23 (5.90%) Apache Ignite
16 16 (4.10%) DynamoDB
16 16 (4.10%) PostgreSQL
17 15 (3.85%) Tableau
Development Applications
1 50 (12.82%) Jenkins
2 42 (10.77%) Git
3 18 (4.62%) Atlassian Bamboo
4 12 (3.08%) 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 88 (22.56%) Social Skills
2 86 (22.05%) Analytical Skills
3 79 (20.26%) Finance
4 38 (9.74%) Banking
5 26 (6.67%) Aerospace
5 26 (6.67%) Retail
6 24 (6.15%) Inclusion and Diversity
7 19 (4.87%) Presentation Skills
8 17 (4.36%) Games
9 15 (3.85%) Marketing
10 12 (3.08%) Public Sector
11 10 (2.56%) Electronics
12 9 (2.31%) Law
12 9 (2.31%) Legal
13 8 (2.05%) Retail Banking
14 7 (1.79%) Retail Finance
15 4 (1.03%) Influencing Skills
15 4 (1.03%) Music Industry
16 3 (0.77%) German Language
16 3 (0.77%) Manufacturing
Job Titles
1 140 (35.90%) Data Engineer
2 135 (34.62%) Senior
3 66 (16.92%) Software Engineer
4 51 (13.08%) Senior Data Engineer
5 50 (12.82%) Architect
6 46 (11.79%) Lead
7 28 (7.18%) Cloud Architect
7 28 (7.18%) DV Cleared Software Engineer
8 23 (5.90%) IT Architect
9 22 (5.64%) Data Architect
9 22 (5.64%) Data Manager
9 22 (5.64%) Python Engineer
10 21 (5.38%) Senior Architect
10 21 (5.38%) Senior Cloud Architect
11 20 (5.13%) Data Scientist
12 19 (4.87%) Big Data Engineer
13 18 (4.62%) Developer
13 18 (4.62%) DevOps Engineer
13 18 (4.62%) Lead Data Engineer
13 18 (4.62%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 122 (31.28%) Kafka
2 48 (12.31%) RabbitMQ
3 47 (12.05%) PySpark
4 37 (9.49%) React
5 34 (8.72%) Apache Beam
6 32 (8.21%) Spring
6 32 (8.21%) Spring Boot
7 30 (7.69%) REST
8 29 (7.44%) Node.js
9 28 (7.18%) AngularJS
10 27 (6.92%) gRPC
11 26 (6.67%) Material-UI
11 26 (6.67%) OpenAPI
11 26 (6.67%) Pandas
11 26 (6.67%) Swagger
12 23 (5.90%) ActiveMQ
12 23 (5.90%) Apache NiFi
13 21 (5.38%) Elastic Stack
14 18 (4.62%) YAML
15 12 (3.08%) TensorFlow
Miscellaneous
1 41 (10.51%) Cloud Native
2 35 (8.97%) Algorithms
3 32 (8.21%) Data Structures
4 24 (6.15%) Distributed Systems
5 19 (4.87%) Hybrid Cloud
6 16 (4.10%) Greenfield Project
7 13 (3.33%) 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 4 (1.03%) IoT
12 4 (1.03%) Renewable Energy
13 3 (0.77%) Analytical Mindset
13 3 (0.77%) Onboarding
14 2 (0.51%) Social Network
14 2 (0.51%) Tandem
Operating Systems
1 66 (16.92%) Linux
2 26 (6.67%) CentOS
2 26 (6.67%) Debian
2 26 (6.67%) Red Hat Enterprise Linux
2 26 (6.67%) Ubuntu
3 2 (0.51%) Unix
Processes & Methodologies
1 143 (36.67%) Agile
2 131 (33.59%) Data Engineering
3 117 (30.00%) CI/CD
4 116 (29.74%) Data Pipeline
5 106 (27.18%) Software Engineering
6 105 (26.92%) Analytics
7 94 (24.10%) ETL
8 93 (23.85%) Machine Learning
9 91 (23.33%) Data Science
10 89 (22.82%) Data Modelling
11 77 (19.74%) Computer Science
12 75 (19.23%) Infrastructure as Code
12 75 (19.23%) Visualisation
13 73 (18.72%) DevOps
14 61 (15.64%) Containerisation
14 61 (15.64%) Mathematics
15 55 (14.10%) Data Visualisation
16 54 (13.85%) Data Governance
17 53 (13.59%) Data Integration
18 47 (12.05%) Problem-Solving
Programming Languages
1 277 (71.03%) Python
2 181 (46.41%) SQL
3 124 (31.79%) Java
4 79 (20.26%) Scala
5 30 (7.69%) JavaScript
6 29 (7.44%) R
7 24 (6.15%) Kotlin
8 22 (5.64%) C
8 22 (5.64%) C#
9 21 (5.38%) Shell Script
10 20 (5.13%) Go
11 18 (4.62%) Bash
12 12 (3.08%) C++
13 11 (2.82%) TypeScript
14 8 (2.05%) Data Analysis Expressions
14 8 (2.05%) MATLAB
15 7 (1.79%) Clojure
15 7 (1.79%) VB
16 4 (1.03%) Rust
17 2 (0.51%) F#
Qualifications
1 110 (28.21%) Degree
2 56 (14.36%) Security Cleared
3 50 (12.82%) DV Cleared
4 34 (8.72%) SC Cleared
5 28 (7.18%) Computer Science Degree
6 19 (4.87%) Master's Degree
7 9 (2.31%) Microsoft Certification
8 7 (1.79%) PhD
9 6 (1.54%) Azure Certification
9 6 (1.54%) BPSS Clearance
9 6 (1.54%) DBS Check
10 4 (1.03%) CIMA
11 3 (0.77%) ISTQB
12 1 (0.26%) AWS Certification
12 1 (0.26%) AWS Certified Solutions Architect
Quality Assurance & Compliance
1 24 (6.15%) 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%) SLA
6 2 (0.51%) GDPR
System Software
1 63 (16.15%) Docker
2 14 (3.59%) HDFS
3 11 (2.82%) Virtual Machines
4 4 (1.03%) Ceph
5 3 (0.77%) Apache Flume
6 2 (0.51%) IAG
6 2 (0.51%) Virtual Servers
7 1 (0.26%) Slurm Workload Manager
Systems Management
1 108 (27.69%) Kubernetes
2 92 (23.59%) Terraform
3 58 (14.87%) Ansible
4 29 (7.44%) Puppet
5 19 (4.87%) Prometheus
6 18 (4.62%) Grafana
6 18 (4.62%) HAProxy
7 4 (1.03%) Knative
8 2 (0.51%) Kibana
8 2 (0.51%) Kubeflow
9 1 (0.26%) logstash
9 1 (0.26%) Podman
Vendors
1 104 (26.67%) Databricks
2 88 (22.56%) Google
3 59 (15.13%) Microsoft
4 26 (6.67%) Red Hat
4 26 (6.67%) SaltStack
5 17 (4.36%) Cloudera
6 15 (3.85%) Teradata
7 13 (3.33%) Oracle
8 8 (2.05%) YouTube
9 7 (1.79%) Atlassian
9 7 (1.79%) Confluent
10 5 (1.28%) Apple
10 5 (1.28%) Informatica
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