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 26 February 2024 with a comparison to the same period in the previous 2 years.

6 months to
26 Feb 2024
Same period 2023 Same period 2022
Rank 429 240 291
Rank change year-on-year -189 +51 -24
Permanent jobs citing Apache Spark 386 1,545 1,601
As % of all permanent jobs advertised in England 0.56% 1.57% 1.33%
As % of the Application Platforms category 5.38% 12.87% 10.25%
Number of salaries quoted 247 617 755
10th Percentile £50,172 £55,000 £51,500
25th Percentile £63,750 £65,000 £60,625
Median annual salary (50th Percentile) £80,000 £85,000 £80,000
Median % change year-on-year -5.88% +6.25% +10.34%
75th Percentile £110,000 £105,000 £96,500
90th Percentile £118,750 £130,000 £115,000
UK median annual salary £80,000 £82,500 £80,000
% change year-on-year -3.03% +3.13% +11.11%

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 7,172 12,002 15,621
As % of all permanent jobs advertised in England 10.47% 12.22% 12.99%
Number of salaries quoted 5,592 7,679 10,124
10th Percentile £27,500 £31,000 £27,750
25th Percentile £34,000 £40,000 £37,500
Median annual salary (50th Percentile) £50,000 £56,000 £52,500
Median % change year-on-year -10.71% +6.67% -
75th Percentile £70,000 £77,715 £72,500
90th Percentile £87,500 £95,000 £91,250
UK median annual salary £50,000 £55,000 £52,500
% 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 26 February 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 26 February 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 -103 274 £90,000 - 71
South West +17 48 £75,000 +8.98% 7
North of England -68 39 £69,447 +6.84% 9
North West +33 23 £69,447 +6.84% 7
Yorkshire -25 16 £51,528 -20.73% 1
South East -11 11 £45,000 -28.00% 12
East of England +4 5 £92,500 +85.00% 6
Midlands +17 3 £60,000 -25.00% 3
East Midlands -2 2 £60,000 -27.27% 1
West Midlands +41 1 £52,500 -34.38% 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
1 147 (38.08%) Apache
2 40 (10.36%) Apache Airflow
3 21 (5.44%) Jupyter
4 12 (3.11%) nginx
5 9 (2.33%) SAS
6 5 (1.30%) Confluence
7 4 (1.04%) Luigi
8 2 (0.52%) Apache Solr
9 1 (0.26%) Apache Pig
9 1 (0.26%) Apache Synapse
Applications
1 4 (1.04%) Microsoft Excel
1 4 (1.04%) MS Visio
Business Applications
1 4 (1.04%) Primavera
Cloud Services
1 190 (49.22%) Azure
2 185 (47.93%) AWS
3 145 (37.56%) GCP
4 63 (16.32%) Power Platform
5 62 (16.06%) GitHub
6 43 (11.14%) GitHub Actions
7 41 (10.62%) Amazon S3
8 34 (8.81%) Vertex AI
9 29 (7.51%) Azure Data Factory
10 27 (6.99%) Serverless
11 23 (5.96%) Snowflake
12 21 (5.44%) AWS Lambda
12 21 (5.44%) Azure Synapse Analytics
13 19 (4.92%) Amazon EMR
14 18 (4.66%) OpenShift
15 16 (4.15%) Amazon Kinesis
16 12 (3.11%) MinIO
17 10 (2.59%) Google Kubernetes Engine
18 7 (1.81%) AWS CloudFormation
18 7 (1.81%) Azure DevOps
Communications & Networking
1 38 (9.84%) Wireless
2 10 (2.59%) Firewall
3 5 (1.30%) Network Security
4 4 (1.04%) AMQP
5 3 (0.78%) WAN
6 2 (0.52%) HTTP
7 1 (0.26%) Internet
Database & Business Intelligence
1 230 (59.59%) Big Data
2 168 (43.52%) Hadoop
3 150 (38.86%) Data Lake
4 105 (27.20%) Data Warehouse
5 87 (22.54%) NoSQL
6 64 (16.58%) Relational Database
7 61 (15.80%) Power BI
8 57 (14.77%) BigQuery
9 49 (12.69%) Elasticsearch
9 49 (12.69%) PostgreSQL
9 49 (12.69%) Tableau
10 48 (12.44%) Apache Hive
11 46 (11.92%) MySQL
12 41 (10.62%) Data Mining
13 38 (9.84%) Looker
14 34 (8.81%) Apache Ignite
14 34 (8.81%) Bigtable
14 34 (8.81%) SQL Server
15 33 (8.55%) Amazon Redshift
16 28 (7.25%) Flink
Development Applications
1 71 (18.39%) Jenkins
2 24 (6.22%) Git
3 12 (3.11%) Atlassian Bamboo
4 11 (2.85%) Oracle Forms
4 11 (2.85%) Spinnaker
5 8 (2.07%) CircleCI
5 8 (2.07%) Visual Studio
6 7 (1.81%) JIRA
7 1 (0.26%) Ant
7 1 (0.26%) ERwin
7 1 (0.26%) Gradle
7 1 (0.26%) JUnit
7 1 (0.26%) Maven
7 1 (0.26%) MLflow
7 1 (0.26%) Postman
General
1 102 (26.42%) Finance
2 98 (25.39%) Analytical Skills
3 86 (22.28%) Banking
4 80 (20.73%) Social Skills
5 50 (12.95%) Retail
6 18 (4.66%) Marketing
7 17 (4.40%) Inclusion and Diversity
7 17 (4.40%) Presentation Skills
8 16 (4.15%) Games
9 14 (3.63%) Influencing Skills
10 8 (2.07%) Public Sector
10 8 (2.07%) Retail Banking
11 7 (1.81%) Retail Finance
12 5 (1.30%) Legal
13 4 (1.04%) Aerospace
13 4 (1.04%) Electronics
13 4 (1.04%) Telecoms
14 3 (0.78%) Advertising
14 3 (0.78%) German Language
15 2 (0.52%) Publishing
Job Titles
1 141 (36.53%) Data Engineer
2 111 (28.76%) Senior
3 72 (18.65%) Architect
4 51 (13.21%) Lead
5 42 (10.88%) Cloud Architect
6 38 (9.84%) Senior Data Engineer
7 36 (9.33%) Data Architect
8 34 (8.81%) IT Architect
9 32 (8.29%) Data Manager
10 27 (6.99%) Lead Data Engineer
11 26 (6.74%) Cloud Engineer
12 23 (5.96%) Senior Architect
12 23 (5.96%) Senior Cloud Architect
13 22 (5.70%) Python Engineer
14 21 (5.44%) Software Engineer
15 20 (5.18%) Big Data Architect
15 20 (5.18%) Big Data Manager
16 18 (4.66%) Python Data Engineer
17 17 (4.40%) Developer
18 16 (4.15%) Head of Engineering
Libraries, Frameworks & Software Standards
1 151 (39.12%) Kafka
2 38 (9.84%) PySpark
3 28 (7.25%) Apache Beam
4 18 (4.66%) Apache NiFi
5 17 (4.40%) JSON
5 17 (4.40%) Pandas
6 16 (4.15%) ActiveMQ
6 16 (4.15%) RabbitMQ
7 15 (3.89%) Elastic Stack
8 14 (3.63%) Node.js
9 12 (3.11%) .NET
9 12 (3.11%) YAML
10 11 (2.85%) Apache Avro
10 11 (2.85%) XML
11 9 (2.33%) Flask
11 9 (2.33%) Spark Streaming
11 9 (2.33%) Spring
12 8 (2.07%) React
12 8 (2.07%) Spring Boot
12 8 (2.07%) TensorFlow
Miscellaneous
1 34 (8.81%) Algorithms
2 29 (7.51%) Distributed Systems
3 23 (5.96%) Cloud Native
3 23 (5.96%) Data Structures
4 18 (4.66%) Greenfield Project
5 14 (3.63%) Public Cloud
6 13 (3.37%) Hybrid Cloud
7 10 (2.59%) Onboarding
8 9 (2.33%) Credit Risk
8 9 (2.33%) Distributed Applications
8 9 (2.33%) Management Information System
9 8 (2.07%) BBC
9 8 (2.07%) Product Ownership
10 7 (1.81%) Distributed Computing
11 4 (1.04%) Hedge funds
11 4 (1.04%) IoT
12 3 (0.78%) Cyber Defence
12 3 (0.78%) Mainframe
12 3 (0.78%) Self-Motivation
13 2 (0.52%) Tandem
Operating Systems
1 34 (8.81%) Linux
2 7 (1.81%) Red Hat Enterprise Linux
3 4 (1.04%) CentOS
3 4 (1.04%) Debian
3 4 (1.04%) Ubuntu
4 3 (0.78%) Unix
Processes & Methodologies
1 159 (41.19%) Agile
2 147 (38.08%) Analytics
3 141 (36.53%) ETL
4 140 (36.27%) Data Engineering
5 139 (36.01%) Data Pipeline
6 122 (31.61%) Visualisation
7 118 (30.57%) CI/CD
8 106 (27.46%) Data Integration
8 106 (27.46%) Machine Learning
9 101 (26.17%) Data Visualisation
10 94 (24.35%) Data Science
11 90 (23.32%) Data Modelling
12 77 (19.95%) Computer Science
13 74 (19.17%) Business Intelligence
14 70 (18.13%) Mathematics
15 68 (17.62%) Artificial Intelligence
16 67 (17.36%) Software Engineering
17 60 (15.54%) Data Analytics
18 59 (15.28%) Data Governance
18 59 (15.28%) Infrastructure as Code
Programming Languages
1 232 (60.10%) Python
2 165 (42.75%) SQL
3 94 (24.35%) Java
4 76 (19.69%) Scala
5 36 (9.33%) R
6 23 (5.96%) C#
7 19 (4.92%) Go
8 15 (3.89%) Bash
9 14 (3.63%) C
9 14 (3.63%) Shell Script
10 10 (2.59%) Data Analysis Expressions
11 9 (2.33%) C++
11 9 (2.33%) VB
12 8 (2.07%) MATLAB
13 7 (1.81%) Kotlin
14 6 (1.55%) JavaScript
15 4 (1.04%) PowerShell
16 2 (0.52%) F#
16 2 (0.52%) TypeScript
16 2 (0.52%) XPath
Qualifications
1 110 (28.50%) Degree
2 29 (7.51%) Computer Science Degree
3 28 (7.25%) Security Cleared
4 19 (4.92%) DV Cleared
5 18 (4.66%) Master's Degree
6 15 (3.89%) SC Cleared
7 7 (1.81%) Microsoft Certification
8 4 (1.04%) CIMA
9 3 (0.78%) Azure Certification
9 3 (0.78%) ISTQB
10 2 (0.52%) BPSS Clearance
11 1 (0.26%) AWS Certification
11 1 (0.26%) AWS Certified Solutions Architect
11 1 (0.26%) Numerate Degree
11 1 (0.26%) PhD
Quality Assurance & Compliance
1 24 (6.22%) Data Quality
2 10 (2.59%) QA
3 9 (2.33%) CRD IV
3 9 (2.33%) IFRS
3 9 (2.33%) IFRS 9
4 5 (1.30%) Accessibility
5 4 (1.04%) Solvency II
6 3 (0.78%) SLA
7 2 (0.52%) GDPR
8 1 (0.26%) HIPAA
System Software
1 60 (15.54%) Docker
2 17 (4.40%) HDFS
3 3 (0.78%) Apache Flume
4 1 (0.26%) Slurm Workload Manager
4 1 (0.26%) Virtual Machines
Systems Management
1 72 (18.65%) Terraform
2 67 (17.36%) Kubernetes
3 22 (5.70%) Ansible
4 13 (3.37%) Prometheus
5 12 (3.11%) Grafana
5 12 (3.11%) HAProxy
6 7 (1.81%) Puppet
7 4 (1.04%) Oozie
8 2 (0.52%) Kibana
9 1 (0.26%) Control-M
9 1 (0.26%) logstash
9 1 (0.26%) Podman
9 1 (0.26%) Progress Chef
Vendors
1 103 (26.68%) Databricks
2 96 (24.87%) Google
3 65 (16.84%) Microsoft
4 16 (4.15%) Cloudera
4 16 (4.15%) Teradata
5 15 (3.89%) Oracle
6 10 (2.59%) Confluent
7 9 (2.33%) Atlassian
8 8 (2.07%) YouTube
9 7 (1.81%) Red Hat
10 5 (1.30%) Apple
10 5 (1.30%) Informatica
11 4 (1.04%) Facebook
11 4 (1.04%) SaltStack
11 4 (1.04%) SAP
12 3 (0.78%) IBM
12 3 (0.78%) Splunk
12 3 (0.78%) Talend
13 2 (0.52%) MicroStrategy
13 2 (0.52%) Peregrine