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 27 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
27 Apr 2024
Same period 2023 Same period 2022
Rank 260 366 367
Rank change year-on-year +106 +1 -12
Permanent jobs citing Apache Spark 762 489 639
As % of all permanent jobs advertised in the UK excluding London 1.09% 0.79% 0.91%
As % of the Application Platforms category 10.48% 7.64% 6.96%
Number of salaries quoted 100 116 238
10th Percentile £46,250 £45,000 £37,885
25th Percentile £50,172 £56,875 £49,950
Median annual salary (50th Percentile) £69,447 £69,135 £62,500
Median % change year-on-year +0.45% +10.62% +2.28%
75th Percentile £85,625 £82,500 £77,500
90th Percentile £94,029 £90,000 £92,500
UK median annual salary £80,000 £87,500 £77,500
% change year-on-year -8.57% +12.90% +6.16%

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 7,268 6,399 9,182
As % of all permanent jobs advertised in the UK excluding London 10.38% 10.35% 13.01%
Number of salaries quoted 4,667 4,051 5,875
10th Percentile £26,250 £28,000 £26,250
25th Percentile £31,250 £35,000 £32,500
Median annual salary (50th Percentile) £42,500 £47,500 £45,000
Median % change year-on-year -10.53% +5.56% -
75th Percentile £57,500 £62,500 £60,000
90th Percentile £72,500 £77,500 £75,000
UK median annual salary £50,000 £55,000 £54,000
% change year-on-year -9.09% +1.85% +2.86%

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 27 April 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 27 April 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 +150 621 £47,500 -20.83% 12
South West -12 51 £80,000 +6.67% 9
North of England -106 51 £55,000 -20.80% 13
North West +3 38 £62,500 -16.67% 7
South East -40 13 £49,000 -26.04% 6
Midlands -13 12 £73,000 +4.29% 6
Yorkshire -45 12 £51,528 -20.73% 3
Wales +16 7 £51,528 -1.85%
East Midlands -22 7 £60,000 - 2
East of England -28 6 £101,250 +102.50% 9
West Midlands +13 5 £73,000 +4.29% 4
Northern Ireland +30 1 £70,000 -30.00% 2
North East -20 1 £75,000 - 3
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
1 201 (26.38%) Apache
2 121 (15.88%) Apache Airflow
3 17 (2.23%) Jupyter
3 17 (2.23%) nginx
4 16 (2.10%) SAS
5 5 (0.66%) Confluence
Cloud Services
1 534 (70.08%) AWS
2 93 (12.20%) Amazon EKS
3 91 (11.94%) GCP
4 90 (11.81%) Serverless
5 88 (11.55%) AWS Lambda
6 78 (10.24%) Amazon SQS
7 63 (8.27%) Azure
8 59 (7.74%) Amazon EMR
9 55 (7.22%) Amazon ECS
10 54 (7.09%) Amazon S3
11 51 (6.69%) Amazon EC2
12 41 (5.38%) OpenShift
13 30 (3.94%) SaaS
14 29 (3.81%) AWS CloudFormation
15 23 (3.02%) Google Docs
15 23 (3.02%) Lucidchart
15 23 (3.02%) Miro
15 23 (3.02%) Slack
16 22 (2.89%) Power Platform
17 19 (2.49%) GitHub
Communications & Networking
1 24 (3.15%) AMQP
2 18 (2.36%) DSL
3 8 (1.05%) Firewall
4 3 (0.39%) Network Security
Database & Business Intelligence
1 598 (78.48%) Big Data
2 362 (47.51%) NoSQL
3 334 (43.83%) Hadoop
4 139 (18.24%) Apache Hive
5 104 (13.65%) HBase
6 53 (6.96%) Electronic Patient Records
7 48 (6.30%) Data Lake
8 33 (4.33%) Tableau
9 30 (3.94%) Data Warehouse
10 26 (3.41%) Elasticsearch
11 24 (3.15%) Cloudera CDH
12 23 (3.02%) Redis
12 23 (3.02%) Scylla
13 21 (2.76%) MongoDB
14 20 (2.62%) BigQuery
14 20 (2.62%) Flink
14 20 (2.62%) Impala
14 20 (2.62%) Power BI
15 19 (2.49%) Amazon Redshift
16 18 (2.36%) Relational Database
Development Applications
1 119 (15.62%) Jenkins
2 92 (12.07%) Git
3 86 (11.29%) Bitbucket Server
4 17 (2.23%) Atlassian Bamboo
5 8 (1.05%) Spinnaker
6 7 (0.92%) Oracle Forms
7 5 (0.66%) JIRA
8 3 (0.39%) Octopus Deploy
9 2 (0.26%) MLflow
10 1 (0.13%) ERwin
10 1 (0.13%) JUnit
General
1 640 (83.99%) Finance
2 615 (80.71%) Inclusion and Diversity
3 589 (77.30%) Law
4 306 (40.16%) Marketing
5 271 (35.56%) Legal
6 166 (21.78%) Influencing Skills
7 72 (9.45%) Financial Institution
8 69 (9.06%) Banking
9 62 (8.14%) Social Skills
10 51 (6.69%) Analytical Skills
11 24 (3.15%) Aerospace
11 24 (3.15%) Retail
12 19 (2.49%) Investment Banking
13 16 (2.10%) Presentation Skills
14 13 (1.71%) Private Banking
15 9 (1.18%) Retail Finance
16 3 (0.39%) Games
17 2 (0.26%) Back Office
17 2 (0.26%) French Language
17 2 (0.26%) Spanish Language
Job Titles
1 566 (74.28%) Software Engineer
2 396 (51.97%) Big Data Engineer
3 378 (49.61%) Big Data Software Engineer
4 250 (32.81%) Data Engineer
5 209 (27.43%) Scala Engineer
5 209 (27.43%) Scala Software Engineer
6 198 (25.98%) Lead
7 193 (25.33%) Java Engineer
8 192 (25.20%) Java Software Engineer
9 184 (24.15%) AWS Engineer
10 182 (23.88%) Lead Software Engineer
11 181 (23.75%) AWS Software Engineer
12 148 (19.42%) Lead Big Data Engineer
13 128 (16.80%) Senior
14 121 (15.88%) Python Engineer
15 119 (15.62%) Java Scala Software Engineer
16 116 (15.22%) Python Software Engineer
17 97 (12.73%) Lead Java Engineer
18 88 (11.55%) Senior Software Engineer
19 73 (9.58%) Developer
Libraries, Frameworks & Software Standards
1 133 (17.45%) PySpark
2 129 (16.93%) Kafka
3 106 (13.91%) Spring
4 77 (10.10%) Spring Boot
5 50 (6.56%) React
6 47 (6.17%) AngularJS
7 41 (5.38%) RabbitMQ
8 40 (5.25%) REST
9 26 (3.41%) Node.js
10 24 (3.15%) gRPC
10 24 (3.15%) Material-UI
10 24 (3.15%) OpenAPI
10 24 (3.15%) Swagger
11 23 (3.02%) GraphQL
12 19 (2.49%) ActiveMQ
12 19 (2.49%) Apache NiFi
13 17 (2.23%) Elastic Stack
13 17 (2.23%) YAML
14 16 (2.10%) JPA
15 15 (1.97%) Apache Beam
Miscellaneous
1 225 (29.53%) Algorithms
2 216 (28.35%) Cloud Native
3 46 (6.04%) Data Structures
4 43 (5.64%) Legacy Code
5 35 (4.59%) Public Cloud
6 27 (3.54%) Management Information System
7 18 (2.36%) Product Ownership
8 17 (2.23%) Hybrid Cloud
9 15 (1.97%) Credit Risk
10 10 (1.31%) Enterprise Software
11 7 (0.92%) Legacy Systems
12 6 (0.79%) Distributed Systems
12 6 (0.79%) Greenfield Project
13 5 (0.66%) Mainframe
13 5 (0.66%) Onboarding
14 4 (0.52%) Distributed Computing
15 3 (0.39%) Analytical Mindset
16 2 (0.26%) Social Media
16 2 (0.26%) Tandem
16 2 (0.26%) Taxonomies
Operating Systems
1 102 (13.39%) Unix
2 47 (6.17%) Linux
3 24 (3.15%) CentOS
3 24 (3.15%) Debian
3 24 (3.15%) Red Hat Enterprise Linux
3 24 (3.15%) Ubuntu
Processes & Methodologies
1 659 (86.48%) Software Engineering
2 658 (86.35%) Agile
3 562 (73.75%) CI/CD
4 541 (71.00%) SDLC
5 496 (65.09%) Operational Stability
6 312 (40.94%) Machine Learning
7 300 (39.37%) Risk Management
8 298 (39.11%) Artificial Intelligence
9 264 (34.65%) Community of Practice
10 231 (30.31%) Performance Tuning
11 215 (28.22%) Visualisation
12 205 (26.90%) Continuous Improvement
13 180 (23.62%) Problem-Solving
14 170 (22.31%) Microservices
15 168 (22.05%) Decision-Making
16 118 (15.49%) Open Source
17 107 (14.04%) Test Automation
18 102 (13.39%) Mentoring
19 97 (12.73%) Coaching
20 96 (12.60%) TDD
Programming Languages
1 535 (70.21%) Java
2 467 (61.29%) SQL
3 409 (53.67%) Python
4 347 (45.54%) Scala
5 105 (13.78%) PL/SQL
6 42 (5.51%) Bash
7 35 (4.59%) Go
8 24 (3.15%) JavaScript
9 17 (2.23%) Shell Script
10 16 (2.10%) R
11 9 (1.18%) C#
12 4 (0.52%) C
13 2 (0.26%) PHP
13 2 (0.26%) TypeScript
14 1 (0.13%) C++
Qualifications
1 52 (6.82%) Degree
2 45 (5.91%) DV Cleared
2 45 (5.91%) Security Cleared
3 27 (3.54%) SC Cleared
4 9 (1.18%) Computer Science Degree
5 7 (0.92%) Master's Degree
6 3 (0.39%) Azure Certification
6 3 (0.39%) DBS Check
6 3 (0.39%) ISTQB
6 3 (0.39%) Microsoft Certification
6 3 (0.39%) PhD
7 1 (0.13%) AWS Certification
7 1 (0.13%) AWS Certified Solutions Architect
Quality Assurance & Compliance
1 42 (5.51%) Data Quality
2 34 (4.46%) SLA
3 15 (1.97%) CRD IV
3 15 (1.97%) IFRS
3 15 (1.97%) IFRS 9
4 2 (0.26%) GDPR
5 1 (0.13%) Accessibility
System Software
1 106 (13.91%) HDFS
2 31 (4.07%) Docker
3 2 (0.26%) Apache Flume
Systems Management
1 157 (20.60%) Kubernetes
2 140 (18.37%) Terraform
3 45 (5.91%) Ansible
4 28 (3.67%) Puppet
5 17 (2.23%) Grafana
5 17 (2.23%) HAProxy
5 17 (2.23%) Prometheus
6 3 (0.39%) Kibana
7 1 (0.13%) Progress Chef
7 1 (0.13%) Rancher
Vendors
1 164 (21.52%) Databricks
2 91 (11.94%) Informatica
3 76 (9.97%) Cloudera
4 65 (8.53%) Google
5 28 (3.67%) Oracle
6 24 (3.15%) Dell
6 24 (3.15%) Red Hat
6 24 (3.15%) SaltStack
7 18 (2.36%) Alteryx
7 18 (2.36%) Cognos
7 18 (2.36%) Sybase
8 14 (1.84%) Teradata
9 10 (1.31%) Microsoft
10 8 (1.05%) Confluent
11 4 (0.52%) Splunk
12 3 (0.39%) SnapLogic
13 2 (0.26%) Hootsuite
14 1 (0.13%) StreamSets