Apache Spark Jobs in the UK excluding London

Apache Spark
UK > UK excluding London

The following table provides summary statistics for permanent job vacancies advertised in the UK excluding London 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 275 482 359
Rank change year-on-year +207 -123 -9
Permanent jobs citing Apache Spark 718 268 658
As % of all permanent jobs advertised in the UK excluding London 0.95% 0.47% 0.89%
As % of the Application Platforms category 10.02% 4.78% 6.80%
Number of salaries quoted 88 122 235
10th Percentile £46,250 £47,500 £37,654
25th Percentile £50,000 £60,000 £50,000
Median annual salary (50th Percentile) £69,447 £70,000 £62,500
Median % change year-on-year -0.79% +12.00% -
75th Percentile £87,500 £82,500 £76,250
90th Percentile £93,750 £95,000 £92,500
UK median annual salary £80,000 £87,500 £77,500
% change year-on-year -8.57% +12.90% +3.33%

All Application Platform Skills
UK excluding London

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 the UK excluding London with a requirement for application platform skills.

Permanent vacancies with a requirement for application platform skills 7,164 5,601 9,677
As % of all permanent jobs advertised in the UK excluding London 9.43% 9.91% 13.08%
Number of salaries quoted 4,591 3,853 5,705
10th Percentile £26,250 £28,000 £26,250
25th Percentile £31,250 £35,000 £32,500
Median annual salary (50th Percentile) £42,500 £47,800 £45,000
Median % change year-on-year -11.09% +6.22% -
75th Percentile £57,500 £62,500 £60,050
90th Percentile £70,000 £77,500 £75,000
UK median annual salary £50,000 £55,000 £55,000
% change year-on-year -9.09% - +4.76%

Apache Spark
Job Vacancy Trend in the UK excluding London

Job postings citing Apache Spark as a proportion of all IT jobs advertised in the UK excluding London.

Job vacancy trend for Apache Spark in the UK excluding London

Apache Spark
Salary Trend in the UK excluding London

3-month moving average salary quoted in jobs citing Apache Spark in the UK excluding London.

Salary trend for Apache Spark in the UK excluding London

Apache Spark
Salary Histogram in the UK excluding London

Salary distribution for jobs citing Apache Spark in the UK excluding London over the 6 months to 1 June 2024.

Salary histogram for Apache Spark in the UK excluding London

Apache Spark
Job Locations in the UK excluding London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Spark within the UK excluding London 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
Scotland +149 585 £47,500 -20.83% 10
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
Wales +11 3 £72,500 +38.10%
Northern Ireland +20 1 £70,000 -30.00% 1
North East - 1 £75,000 - 1
Apache Spark
UK

Apache Spark
Co-occurring Skills and Capabilities in the UK excluding London 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
1 185 (25.77%) Apache
2 118 (16.43%) Apache Airflow
3 16 (2.23%) Jupyter
3 16 (2.23%) nginx
4 7 (0.97%) Confluence
5 4 (0.56%) SAS
Cloud Services
1 505 (70.33%) AWS
2 94 (13.09%) Amazon EKS
3 93 (12.95%) Serverless
4 90 (12.53%) AWS Lambda
5 77 (10.72%) GCP
6 72 (10.03%) Azure
7 67 (9.33%) Amazon SQS
8 56 (7.80%) Amazon EMR
9 53 (7.38%) Amazon ECS
10 49 (6.82%) Amazon EC2
11 45 (6.27%) OpenShift
12 43 (5.99%) Amazon S3
13 34 (4.74%) AWS CloudFormation
14 22 (3.06%) Power Platform
15 20 (2.79%) SaaS
16 16 (2.23%) MinIO
17 14 (1.95%) Azure Data Factory
17 14 (1.95%) Google Docs
17 14 (1.95%) Miro
17 14 (1.95%) Slack
Communications & Networking
1 29 (4.04%) AMQP
2 16 (2.23%) DSL
3 4 (0.56%) Firewall
4 3 (0.42%) Network Security
Database & Business Intelligence
1 572 (79.67%) Big Data
2 347 (48.33%) NoSQL
3 314 (43.73%) Hadoop
4 128 (17.83%) Apache Hive
5 99 (13.79%) HBase
6 51 (7.10%) Electronic Patient Records
7 46 (6.41%) Data Lake
8 35 (4.87%) Data Warehouse
9 29 (4.04%) Cloudera CDH
10 27 (3.76%) Tableau
11 20 (2.79%) Power BI
12 19 (2.65%) Flink
12 19 (2.65%) MongoDB
13 18 (2.51%) Amazon Redshift
13 18 (2.51%) Impala
14 17 (2.37%) Elasticsearch
14 17 (2.37%) SQL Server
15 16 (2.23%) BigQuery
15 16 (2.23%) DB2
15 16 (2.23%) Presto
Development Applications
1 109 (15.18%) Jenkins
2 90 (12.53%) Git
3 84 (11.70%) Bitbucket Server
4 16 (2.23%) Atlassian Bamboo
5 7 (0.97%) JIRA
5 7 (0.97%) Oracle Forms
6 4 (0.56%) Spinnaker
7 3 (0.42%) Octopus Deploy
8 2 (0.28%) MLflow
9 1 (0.14%) ERwin
General
1 595 (82.87%) Finance
2 581 (80.92%) Inclusion and Diversity
3 564 (78.55%) Law
4 294 (40.95%) Marketing
5 260 (36.21%) Legal
6 158 (22.01%) Influencing Skills
7 68 (9.47%) Financial Institution
8 43 (5.99%) Banking
9 42 (5.85%) Social Skills
10 34 (4.74%) Analytical Skills
11 29 (4.04%) Aerospace
12 17 (2.37%) Investment Banking
13 11 (1.53%) Private Banking
14 7 (0.97%) Retail
15 4 (0.56%) Presentation Skills
16 3 (0.42%) Games
16 3 (0.42%) Retail Finance
17 2 (0.28%) French Language
17 2 (0.28%) Spanish Language
17 2 (0.28%) Telecoms
Job Titles
1 536 (74.65%) Software Engineer
2 382 (53.20%) Big Data Engineer
3 365 (50.84%) Big Data Software Engineer
4 249 (34.68%) Data Engineer
5 201 (27.99%) Scala Engineer
5 201 (27.99%) Scala Software Engineer
6 190 (26.46%) Lead
7 187 (26.04%) Java Engineer
8 186 (25.91%) Java Software Engineer
9 176 (24.51%) AWS Engineer
9 176 (24.51%) Lead Software Engineer
10 173 (24.09%) AWS Software Engineer
11 144 (20.06%) Lead Big Data Engineer
12 119 (16.57%) Java Scala Software Engineer
13 116 (16.16%) Python Engineer
14 112 (15.60%) Senior
15 111 (15.46%) Python Software Engineer
16 97 (13.51%) Lead Java Engineer
17 84 (11.70%) Senior Software Engineer
18 69 (9.61%) Developer
Libraries, Frameworks & Software Standards
1 133 (18.52%) PySpark
2 109 (15.18%) Kafka
3 105 (14.62%) Spring
4 80 (11.14%) Spring Boot
5 53 (7.38%) React
6 50 (6.96%) AngularJS
7 45 (6.27%) RabbitMQ
8 43 (5.99%) REST
9 30 (4.18%) Node.js
10 29 (4.04%) gRPC
10 29 (4.04%) Material-UI
10 29 (4.04%) OpenAPI
10 29 (4.04%) Swagger
11 18 (2.51%) ActiveMQ
12 17 (2.37%) Apache NiFi
13 16 (2.23%) Elastic Stack
13 16 (2.23%) YAML
14 14 (1.95%) GraphQL
14 14 (1.95%) JPA
15 13 (1.81%) Apache Beam
Miscellaneous
1 212 (29.53%) Cloud Native
2 209 (29.11%) Algorithms
3 41 (5.71%) Legacy Code
4 40 (5.57%) Data Structures
5 31 (4.32%) Public Cloud
6 23 (3.20%) Management Information System
7 16 (2.23%) Hybrid Cloud
7 16 (2.23%) Product Ownership
8 10 (1.39%) Enterprise Software
9 6 (0.84%) Greenfield Project
10 5 (0.70%) Legacy Systems
10 5 (0.70%) Mainframe
11 4 (0.56%) Distributed Computing
11 4 (0.56%) Distributed Systems
11 4 (0.56%) Onboarding
11 4 (0.56%) Renewable Energy
12 3 (0.42%) Analytical Mindset
12 3 (0.42%) Credit Risk
13 2 (0.28%) Tandem
13 2 (0.28%) Taxonomies
Operating Systems
1 98 (13.65%) Unix
2 53 (7.38%) Linux
3 29 (4.04%) CentOS
3 29 (4.04%) Debian
3 29 (4.04%) Red Hat Enterprise Linux
3 29 (4.04%) Ubuntu
Processes & Methodologies
1 624 (86.91%) Software Engineering
2 619 (86.21%) Agile
3 534 (74.37%) CI/CD
4 517 (72.01%) SDLC
5 475 (66.16%) Operational Stability
6 297 (41.36%) Machine Learning
7 283 (39.42%) Artificial Intelligence
8 275 (38.30%) Risk Management
9 255 (35.52%) Community of Practice
10 221 (30.78%) Performance Tuning
11 206 (28.69%) Visualisation
12 197 (27.44%) Continuous Improvement
13 168 (23.40%) Microservices
14 164 (22.84%) Problem-Solving
15 155 (21.59%) Decision-Making
16 121 (16.85%) Open Source
17 103 (14.35%) Test Automation
18 100 (13.93%) Mentoring
19 96 (13.37%) Coaching
20 94 (13.09%) TDD
Programming Languages
1 504 (70.19%) Java
2 457 (63.65%) SQL
3 388 (54.04%) Python
4 321 (44.71%) Scala
5 101 (14.07%) PL/SQL
6 31 (4.32%) Bash
7 29 (4.04%) JavaScript
8 25 (3.48%) Go
9 16 (2.23%) Shell Script
10 9 (1.25%) C#
11 4 (0.56%) C
11 4 (0.56%) R
12 2 (0.28%) PHP
12 2 (0.28%) TypeScript
13 1 (0.14%) C++
Qualifications
1 49 (6.82%) DV Cleared
1 49 (6.82%) Security Cleared
2 37 (5.15%) Degree
3 32 (4.46%) SC Cleared
4 8 (1.11%) Computer Science Degree
5 7 (0.97%) Master's Degree
6 6 (0.84%) DBS Check
7 3 (0.42%) Azure Certification
7 3 (0.42%) ISTQB
7 3 (0.42%) Microsoft Certification
7 3 (0.42%) PhD
8 1 (0.14%) AWS Certification
8 1 (0.14%) AWS Certified Solutions Architect
Quality Assurance & Compliance
1 46 (6.41%) Data Quality
2 30 (4.18%) SLA
3 3 (0.42%) CRD IV
3 3 (0.42%) IFRS
3 3 (0.42%) IFRS 9
4 2 (0.28%) GDPR
5 1 (0.14%) Accessibility
System Software
1 102 (14.21%) HDFS
2 29 (4.04%) Docker
Systems Management
1 144 (20.06%) Kubernetes
2 139 (19.36%) Terraform
3 49 (6.82%) Ansible
4 33 (4.60%) Puppet
5 16 (2.23%) Grafana
5 16 (2.23%) HAProxy
5 16 (2.23%) Prometheus
6 3 (0.42%) Kibana
7 1 (0.14%) Progress Chef
Vendors
1 166 (23.12%) Databricks
2 91 (12.67%) Informatica
3 72 (10.03%) Cloudera
4 55 (7.66%) Google
5 29 (4.04%) Red Hat
5 29 (4.04%) SaltStack
6 26 (3.62%) Oracle
7 16 (2.23%) Alteryx
7 16 (2.23%) Cognos
7 16 (2.23%) Sybase
8 14 (1.95%) Dell
8 14 (1.95%) Teradata
9 11 (1.53%) Microsoft
10 4 (0.56%) Confluent
10 4 (0.56%) Splunk
11 3 (0.42%) SnapLogic
12 2 (0.28%) Hootsuite