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

6 months to
19 May 2024
Same period 2023 Same period 2022
Rank 261 377 372
Rank change year-on-year +116 -5 -15
Permanent jobs citing Apache Spark 763 472 638
As % of all permanent jobs advertised in the UK excluding London 1.07% 0.80% 0.89%
As % of the Application Platforms category 10.58% 7.86% 6.69%
Number of salaries quoted 101 123 236
10th Percentile £46,250 £47,500 £37,692
25th Percentile £50,172 £57,500 £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 £94,250 £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 7,210 6,002 9,536
As % of all permanent jobs advertised in the UK excluding London 10.07% 10.15% 13.24%
Number of salaries quoted 4,631 3,953 5,731
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 £60,000
90th Percentile £72,500 £77,500 £75,000
UK median annual salary £50,000 £55,667 £55,000
% change year-on-year -10.18% +1.21% +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 19 May 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 19 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
Scotland +145 620 £47,500 -20.83% 15
South West -29 52 £80,000 +6.67% 20
North of England -104 49 £55,000 -21.43% 23
North West -14 37 £62,500 -16.11% 8
Midlands -13 16 £72,750 +3.93% 12
South East -64 14 £52,000 -25.71% 28
Yorkshire -38 11 £51,528 -20.73% 10
East Midlands -16 10 £60,000 - 4
Wales +7 6 £62,014 +18.12% 1
West Midlands +5 6 £73,000 +4.29% 8
East of England -42 5 £101,250 +102.50% 5
Northern Ireland +22 1 £70,000 -30.00% 6
North East -20 1 £75,000 - 5
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
1 197 (25.82%) Apache
2 121 (15.86%) Apache Airflow
3 17 (2.23%) Jupyter
3 17 (2.23%) nginx
4 13 (1.70%) SAS
5 5 (0.66%) Confluence
Cloud Services
1 537 (70.38%) AWS
2 96 (12.58%) Amazon EKS
3 93 (12.19%) Serverless
4 90 (11.80%) AWS Lambda
5 89 (11.66%) GCP
6 78 (10.22%) Amazon SQS
7 70 (9.17%) Azure
8 58 (7.60%) Amazon EMR
9 55 (7.21%) Amazon ECS
10 53 (6.95%) Amazon S3
11 51 (6.68%) Amazon EC2
12 44 (5.77%) OpenShift
13 32 (4.19%) AWS CloudFormation
14 29 (3.80%) SaaS
15 23 (3.01%) Google Docs
15 23 (3.01%) Lucidchart
15 23 (3.01%) Miro
15 23 (3.01%) Slack
16 20 (2.62%) Power Platform
17 17 (2.23%) MinIO
Communications & Networking
1 27 (3.54%) AMQP
2 18 (2.36%) DSL
3 7 (0.92%) Firewall
4 3 (0.39%) Network Security
Database & Business Intelligence
1 601 (78.77%) Big Data
2 357 (46.79%) NoSQL
3 336 (44.04%) Hadoop
4 138 (18.09%) Apache Hive
5 103 (13.50%) HBase
6 53 (6.95%) Electronic Patient Records
7 46 (6.03%) Data Lake
8 33 (4.33%) Data Warehouse
9 29 (3.80%) Tableau
10 27 (3.54%) Cloudera CDH
11 26 (3.41%) Elasticsearch
12 23 (3.01%) Redis
12 23 (3.01%) Scylla
13 21 (2.75%) MongoDB
14 20 (2.62%) Impala
15 19 (2.49%) Flink
16 18 (2.36%) Amazon Redshift
16 18 (2.36%) DB2
16 18 (2.36%) Power BI
17 17 (2.23%) SQL Server
Development Applications
1 115 (15.07%) Jenkins
2 92 (12.06%) Git
3 86 (11.27%) Bitbucket Server
4 17 (2.23%) Atlassian Bamboo
5 7 (0.92%) Oracle Forms
5 7 (0.92%) Spinnaker
6 5 (0.66%) JIRA
7 3 (0.39%) Octopus Deploy
8 2 (0.26%) MLflow
9 1 (0.13%) ERwin
General
1 632 (82.83%) Finance
2 615 (80.60%) Inclusion and Diversity
3 589 (77.20%) Law
4 306 (40.10%) Marketing
5 271 (35.52%) Legal
6 164 (21.49%) Influencing Skills
7 72 (9.44%) Financial Institution
8 61 (7.99%) Banking
9 59 (7.73%) Social Skills
10 47 (6.16%) Analytical Skills
11 27 (3.54%) Aerospace
12 19 (2.49%) Investment Banking
13 17 (2.23%) Retail
14 13 (1.70%) Presentation Skills
14 13 (1.70%) 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
1 567 (74.31%) Software Engineer
2 396 (51.90%) Big Data Engineer
3 378 (49.54%) Big Data Software Engineer
4 255 (33.42%) Data Engineer
5 209 (27.39%) Scala Engineer
5 209 (27.39%) Scala Software Engineer
6 196 (25.69%) Lead
7 193 (25.29%) Java Engineer
8 192 (25.16%) Java Software Engineer
9 184 (24.12%) AWS Engineer
10 182 (23.85%) Lead Software Engineer
11 181 (23.72%) AWS Software Engineer
12 148 (19.40%) Lead Big Data Engineer
13 125 (16.38%) Senior
14 121 (15.86%) Python Engineer
15 119 (15.60%) Java Scala Software Engineer
16 116 (15.20%) Python Software Engineer
17 97 (12.71%) Lead Java Engineer
18 88 (11.53%) Senior Software Engineer
19 73 (9.57%) Developer
Libraries, Frameworks & Software Standards
1 134 (17.56%) PySpark
2 124 (16.25%) Kafka
3 109 (14.29%) Spring
4 80 (10.48%) Spring Boot
5 53 (6.95%) React
6 50 (6.55%) AngularJS
7 44 (5.77%) RabbitMQ
8 43 (5.64%) REST
9 28 (3.67%) Node.js
10 27 (3.54%) gRPC
10 27 (3.54%) Material-UI
10 27 (3.54%) OpenAPI
10 27 (3.54%) Swagger
11 23 (3.01%) GraphQL
12 19 (2.49%) ActiveMQ
13 18 (2.36%) Apache NiFi
14 17 (2.23%) Elastic Stack
14 17 (2.23%) YAML
15 16 (2.10%) JPA
16 15 (1.97%) Apache Beam
Miscellaneous
1 226 (29.62%) Algorithms
2 218 (28.57%) Cloud Native
3 49 (6.42%) 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 12 (1.57%) Credit Risk
10 10 (1.31%) Enterprise Software
11 7 (0.92%) Legacy Systems
12 6 (0.79%) Greenfield Project
13 5 (0.66%) Mainframe
14 4 (0.52%) Distributed Computing
14 4 (0.52%) Distributed Systems
14 4 (0.52%) Onboarding
14 4 (0.52%) Renewable Energy
15 3 (0.39%) Analytical Mindset
16 2 (0.26%) Tandem
16 2 (0.26%) Taxonomies
Operating Systems
1 102 (13.37%) Unix
2 52 (6.82%) Linux
3 27 (3.54%) CentOS
3 27 (3.54%) Debian
3 27 (3.54%) Red Hat Enterprise Linux
3 27 (3.54%) Ubuntu
Processes & Methodologies
1 659 (86.37%) Software Engineering
2 654 (85.71%) Agile
3 557 (73.00%) CI/CD
4 540 (70.77%) SDLC
5 496 (65.01%) Operational Stability
6 309 (40.50%) Machine Learning
7 297 (38.93%) Risk Management
8 295 (38.66%) Artificial Intelligence
9 264 (34.60%) Community of Practice
10 231 (30.28%) Performance Tuning
11 214 (28.05%) Visualisation
12 205 (26.87%) Continuous Improvement
13 181 (23.72%) Problem-Solving
14 173 (22.67%) Microservices
15 165 (21.63%) Decision-Making
16 121 (15.86%) Open Source
17 107 (14.02%) Test Automation
18 102 (13.37%) Mentoring
19 98 (12.84%) Coaching
20 96 (12.58%) TDD
Programming Languages
1 536 (70.25%) Java
2 473 (61.99%) SQL
3 414 (54.26%) Python
4 346 (45.35%) Scala
5 105 (13.76%) PL/SQL
6 41 (5.37%) Bash
7 34 (4.46%) Go
8 27 (3.54%) JavaScript
9 17 (2.23%) Shell Script
10 13 (1.70%) 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 48 (6.29%) Degree
1 48 (6.29%) DV Cleared
1 48 (6.29%) Security Cleared
2 30 (3.93%) SC Cleared
3 8 (1.05%) Computer Science Degree
4 7 (0.92%) Master's Degree
5 6 (0.79%) DBS Check
6 3 (0.39%) Azure Certification
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 46 (6.03%) Data Quality
2 34 (4.46%) SLA
3 12 (1.57%) CRD IV
3 12 (1.57%) IFRS
3 12 (1.57%) IFRS 9
4 2 (0.26%) GDPR
5 1 (0.13%) Accessibility
System Software
1 106 (13.89%) HDFS
2 30 (3.93%) Docker
3 2 (0.26%) Apache Flume
Systems Management
1 158 (20.71%) Kubernetes
2 140 (18.35%) Terraform
3 48 (6.29%) Ansible
4 31 (4.06%) 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
Vendors
1 170 (22.28%) Databricks
2 91 (11.93%) Informatica
3 76 (9.96%) Cloudera
4 64 (8.39%) Google
5 28 (3.67%) Oracle
6 27 (3.54%) Red Hat
6 27 (3.54%) SaltStack
7 23 (3.01%) Dell
8 18 (2.36%) Alteryx
8 18 (2.36%) Cognos
8 18 (2.36%) Sybase
9 14 (1.83%) Teradata
10 11 (1.44%) Microsoft
11 7 (0.92%) Confluent
12 4 (0.52%) Splunk
13 3 (0.39%) SnapLogic
14 2 (0.26%) Hootsuite