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

6 months to
6 May 2024
Same period 2023 Same period 2022
Rank 478 241 249
Rank change year-on-year -237 +8 +9
Permanent jobs citing Apache Spark 388 1,434 2,181
As % of all permanent jobs advertised in England 0.45% 1.56% 1.64%
As % of the Application Platforms category 4.36% 13.38% 12.06%
Number of salaries quoted 266 597 824
10th Percentile £50,172 £57,500 £50,000
25th Percentile £63,750 £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 £112,500
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 8,889 10,721 18,091
As % of all permanent jobs advertised in England 10.40% 11.64% 13.59%
Number of salaries quoted 6,566 7,220 10,499
10th Percentile £27,500 £31,250 £28,500
25th Percentile £35,000 £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 £70,000 £77,500 £75,000
90th Percentile £95,000 £97,500 £92,500
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 6 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 6 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 -139 247 £90,000 -5.26% 84
South West -51 51 £80,000 +6.67% 11
North of England -102 50 £55,000 -21.12% 13
North West +8 37 £62,500 -16.67% 7
Midlands -4 14 £73,000 +4.29% 7
South East -48 13 £49,000 -30.00% 8
Yorkshire -40 12 £51,528 -20.73% 3
East Midlands -19 9 £60,000 - 3
East of England -24 6 £101,250 +102.50% 10
West Midlands +13 5 £73,000 +4.29% 4
North East -25 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
1 167 (43.04%) Apache
2 60 (15.46%) Apache Airflow
3 26 (6.70%) Jupyter
4 18 (4.64%) nginx
5 9 (2.32%) SAS
6 6 (1.55%) Confluence
7 2 (0.52%) Apache Pulsar
7 2 (0.52%) Apache Solr
7 2 (0.52%) Luigi
8 1 (0.26%) Apache Pig
Applications
1 7 (1.80%) Microsoft Excel
Business Applications
1 4 (1.03%) Primavera
Cloud Services
1 222 (57.22%) AWS
2 195 (50.26%) Azure
3 147 (37.89%) GCP
4 53 (13.66%) Serverless
5 48 (12.37%) Amazon S3
6 45 (11.60%) AWS Lambda
6 45 (11.60%) OpenShift
7 43 (11.08%) Snowflake
8 36 (9.28%) AWS CloudFormation
9 35 (9.02%) Azure Synapse Analytics
10 34 (8.76%) Azure Data Factory
11 31 (7.99%) Amazon EKS
11 31 (7.99%) Power Platform
12 29 (7.47%) GitHub
13 26 (6.70%) Amazon Kinesis
14 22 (5.67%) Amazon EMR
15 18 (4.64%) Azure DevOps
15 18 (4.64%) MinIO
16 13 (3.35%) dbt
17 9 (2.32%) PowerApps
Communications & Networking
1 25 (6.44%) AMQP
2 20 (5.15%) Wireless
3 7 (1.80%) Firewall
4 3 (0.77%) Network Security
5 2 (0.52%) HTTP
Database & Business Intelligence
1 199 (51.29%) Big Data
2 164 (42.27%) Hadoop
3 86 (22.16%) Data Lake
4 85 (21.91%) Data Warehouse
5 67 (17.27%) NoSQL
6 46 (11.86%) Data Mining
7 44 (11.34%) Amazon Redshift
8 35 (9.02%) Elasticsearch
9 34 (8.76%) Apache Hive
10 31 (7.99%) BigQuery
10 31 (7.99%) SQL Server
11 30 (7.73%) Flink
12 29 (7.47%) Power BI
13 27 (6.96%) Presto
14 26 (6.70%) Relational Database
15 25 (6.44%) Cloudera CDH
16 23 (5.93%) Apache Ignite
17 16 (4.12%) DynamoDB
17 16 (4.12%) PostgreSQL
18 15 (3.87%) Tableau
Development Applications
1 50 (12.89%) Jenkins
2 42 (10.82%) Git
3 18 (4.64%) Atlassian Bamboo
4 12 (3.09%) Spinnaker
5 8 (2.06%) CircleCI
5 8 (2.06%) JIRA
5 8 (2.06%) Oracle Forms
5 8 (2.06%) Visual Studio
6 4 (1.03%) Bitbucket
6 4 (1.03%) MLflow
7 3 (0.77%) Octopus Deploy
8 2 (0.52%) 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 90 (23.20%) Social Skills
2 84 (21.65%) Analytical Skills
3 78 (20.10%) Finance
4 39 (10.05%) Banking
5 26 (6.70%) Retail
6 25 (6.44%) Aerospace
7 24 (6.19%) Inclusion and Diversity
8 19 (4.90%) Presentation Skills
9 17 (4.38%) Games
10 15 (3.87%) Marketing
11 12 (3.09%) Public Sector
12 10 (2.58%) Electronics
13 8 (2.06%) Law
13 8 (2.06%) Legal
13 8 (2.06%) Retail Banking
14 7 (1.80%) 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
1 142 (36.60%) Data Engineer
2 134 (34.54%) Senior
3 60 (15.46%) Software Engineer
4 51 (13.14%) Architect
4 51 (13.14%) Senior Data Engineer
5 45 (11.60%) Lead
6 28 (7.22%) Cloud Architect
7 27 (6.96%) DV Cleared Software Engineer
8 23 (5.93%) Data Architect
8 23 (5.93%) Data Manager
8 23 (5.93%) IT Architect
9 22 (5.67%) Python Engineer
10 21 (5.41%) Senior Architect
10 21 (5.41%) Senior Cloud Architect
11 19 (4.90%) Big Data Engineer
11 19 (4.90%) Data Scientist
11 19 (4.90%) Lead Data Engineer
12 18 (4.64%) Developer
12 18 (4.64%) DevOps Engineer
12 18 (4.64%) Python Data Engineer
Libraries, Frameworks & Software Standards
1 118 (30.41%) Kafka
2 47 (12.11%) PySpark
3 45 (11.60%) RabbitMQ
4 35 (9.02%) React
5 34 (8.76%) Apache Beam
6 31 (7.99%) Spring
6 31 (7.99%) Spring Boot
7 30 (7.73%) Node.js
8 29 (7.47%) REST
9 27 (6.96%) AngularJS
10 26 (6.70%) gRPC
11 25 (6.44%) Material-UI
11 25 (6.44%) OpenAPI
11 25 (6.44%) Pandas
11 25 (6.44%) Swagger
12 23 (5.93%) Apache NiFi
13 22 (5.67%) ActiveMQ
14 21 (5.41%) Elastic Stack
15 18 (4.64%) YAML
16 11 (2.84%) TensorFlow
Miscellaneous
1 40 (10.31%) Cloud Native
2 34 (8.76%) Algorithms
3 30 (7.73%) Data Structures
4 24 (6.19%) Distributed Systems
5 19 (4.90%) Hybrid Cloud
6 16 (4.12%) Greenfield Project
7 13 (3.35%) Management Information System
8 9 (2.32%) Credit Risk
8 9 (2.32%) Distributed Applications
9 8 (2.06%) BBC
9 8 (2.06%) Legacy Systems
10 7 (1.80%) Product Ownership
11 6 (1.55%) Distributed Computing
11 6 (1.55%) Mainframe
12 5 (1.29%) Onboarding
13 4 (1.03%) IoT
14 3 (0.77%) Analytical Mindset
14 3 (0.77%) Renewable Energy
15 2 (0.52%) Social Network
15 2 (0.52%) Tandem
Operating Systems
1 62 (15.98%) Linux
2 25 (6.44%) CentOS
2 25 (6.44%) Debian
2 25 (6.44%) Red Hat Enterprise Linux
2 25 (6.44%) Ubuntu
3 2 (0.52%) Unix
Processes & Methodologies
1 144 (37.11%) Agile
2 131 (33.76%) Data Engineering
3 115 (29.64%) CI/CD
4 114 (29.38%) Data Pipeline
5 108 (27.84%) Analytics
6 102 (26.29%) Software Engineering
7 96 (24.74%) ETL
8 92 (23.71%) Machine Learning
9 90 (23.20%) Data Modelling
9 90 (23.20%) Data Science
10 79 (20.36%) Computer Science
11 75 (19.33%) Visualisation
12 73 (18.81%) DevOps
13 72 (18.56%) Infrastructure as Code
14 63 (16.24%) Mathematics
15 59 (15.21%) Containerisation
16 56 (14.43%) Data Visualisation
17 54 (13.92%) Data Integration
18 53 (13.66%) Data Governance
19 47 (12.11%) Problem-Solving
Programming Languages
1 277 (71.39%) Python
2 182 (46.91%) SQL
3 123 (31.70%) Java
4 81 (20.88%) Scala
5 31 (7.99%) R
6 29 (7.47%) JavaScript
7 21 (5.41%) C#
7 21 (5.41%) Kotlin
7 21 (5.41%) Shell Script
8 20 (5.15%) C
9 18 (4.64%) Bash
9 18 (4.64%) Go
10 10 (2.58%) TypeScript
11 9 (2.32%) C++
11 9 (2.32%) Data Analysis Expressions
12 8 (2.06%) MATLAB
13 7 (1.80%) VB
14 6 (1.55%) Clojure
15 2 (0.52%) F#
15 2 (0.52%) XPath
Qualifications
1 112 (28.87%) Degree
2 55 (14.18%) Security Cleared
3 49 (12.63%) DV Cleared
4 33 (8.51%) SC Cleared
5 30 (7.73%) Computer Science Degree
6 19 (4.90%) Master's Degree
7 9 (2.32%) Microsoft Certification
8 7 (1.80%) PhD
9 6 (1.55%) Azure Certification
9 6 (1.55%) BPSS Clearance
10 5 (1.29%) DBS Check
11 4 (1.03%) CIMA
12 3 (0.77%) ISTQB
13 1 (0.26%) AWS Certification
13 1 (0.26%) AWS Certified Solutions Architect
Quality Assurance & Compliance
1 23 (5.93%) Data Quality
2 17 (4.38%) QA
3 9 (2.32%) CRD IV
3 9 (2.32%) IFRS
3 9 (2.32%) IFRS 9
4 4 (1.03%) Solvency II
5 3 (0.77%) Accessibility
5 3 (0.77%) SLA
6 2 (0.52%) GDPR
System Software
1 61 (15.72%) Docker
2 14 (3.61%) HDFS
3 9 (2.32%) Virtual Machines
4 3 (0.77%) Apache Flume
5 2 (0.52%) Ceph
5 2 (0.52%) IAG
6 1 (0.26%) Slurm Workload Manager
6 1 (0.26%) Virtual Servers
Systems Management
1 102 (26.29%) Kubernetes
2 89 (22.94%) Terraform
3 55 (14.18%) Ansible
4 28 (7.22%) Puppet
5 19 (4.90%) Prometheus
6 18 (4.64%) Grafana
6 18 (4.64%) HAProxy
7 2 (0.52%) Kibana
7 2 (0.52%) Knative
7 2 (0.52%) Kubeflow
8 1 (0.26%) logstash
8 1 (0.26%) Podman
Vendors
1 105 (27.06%) Databricks
2 87 (22.42%) Google
3 60 (15.46%) Microsoft
4 25 (6.44%) Red Hat
4 25 (6.44%) SaltStack
5 17 (4.38%) Cloudera
6 15 (3.87%) Teradata
7 13 (3.35%) Oracle
8 8 (2.06%) YouTube
9 7 (1.80%) Atlassian
9 7 (1.80%) Confluent
10 5 (1.29%) Apple
10 5 (1.29%) 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 (0.52%) Intel
13 2 (0.52%) MicroStrategy