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

6 months to
20 May 2024
Same period 2023 Same period 2022
Rank 262 367 373
Rank change year-on-year +105 +6 -17
Permanent jobs citing Apache Spark 762 472 642
As % of all permanent jobs advertised in the UK excluding London 1.06% 0.80% 0.88%
As % of the Application Platforms category 10.58% 7.87% 6.67%
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 7,199 5,998 9,618
As % of all permanent jobs advertised in the UK excluding London 10.05% 10.14% 13.25%
Number of salaries quoted 4,619 3,952 5,784
10th Percentile £26,250 £28,000 £26,250
25th Percentile £31,250 £35,000 £32,500
Median annual salary (50th Percentile) £42,500 £47,900 £45,000
Median % change year-on-year -11.27% +6.44% -
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 20 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 20 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 +142 619 £47,500 -20.83% 13
South West -42 52 £80,000 +6.67% 18
North of England -105 49 £55,000 -21.43% 22
North West -17 37 £62,500 -16.11% 8
Midlands -21 16 £72,750 +3.93% 13
South East -48 14 £52,000 -25.71% 30
Yorkshire -37 11 £51,528 -20.73% 9
East Midlands -23 10 £60,000 - 4
Wales +11 6 £62,014 +18.12% 1
West Midlands +4 6 £73,000 +4.29% 9
East of England -37 5 £101,250 +102.50% 4
Northern Ireland +29 1 £70,000 -30.00% 6
North East -19 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
1 198 (25.98%) Apache
2 121 (15.88%) Apache Airflow
3 18 (2.36%) Jupyter
3 18 (2.36%) nginx
4 13 (1.71%) SAS
5 5 (0.66%) Confluence
Cloud Services
1 535 (70.21%) AWS
2 96 (12.60%) Amazon EKS
3 93 (12.20%) Serverless
4 90 (11.81%) AWS Lambda
5 87 (11.42%) GCP
6 77 (10.10%) Amazon SQS
7 69 (9.06%) Azure
8 58 (7.61%) Amazon EMR
9 55 (7.22%) Amazon ECS
10 53 (6.96%) Amazon S3
11 51 (6.69%) Amazon EC2
12 45 (5.91%) OpenShift
13 32 (4.20%) AWS CloudFormation
14 28 (3.67%) SaaS
15 22 (2.89%) Google Docs
15 22 (2.89%) Lucidchart
15 22 (2.89%) Miro
15 22 (2.89%) Slack
16 20 (2.62%) Power Platform
17 18 (2.36%) 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 (78.87%) Big Data
2 357 (46.85%) NoSQL
3 335 (43.96%) Hadoop
4 137 (17.98%) Apache Hive
5 103 (13.52%) HBase
6 53 (6.96%) Electronic Patient Records
7 46 (6.04%) Data Lake
8 33 (4.33%) Data Warehouse
9 29 (3.81%) Tableau
10 27 (3.54%) Cloudera CDH
11 25 (3.28%) Elasticsearch
12 22 (2.89%) Redis
12 22 (2.89%) Scylla
13 21 (2.76%) 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
16 18 (2.36%) Presto
Development Applications
1 116 (15.22%) Jenkins
2 92 (12.07%) Git
3 86 (11.29%) Bitbucket Server
4 18 (2.36%) 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
1 631 (82.81%) Finance
2 614 (80.58%) Inclusion and Diversity
3 589 (77.30%) Law
4 306 (40.16%) Marketing
5 271 (35.56%) Legal
6 164 (21.52%) Influencing Skills
7 72 (9.45%) Financial Institution
8 60 (7.87%) Banking
9 58 (7.61%) Social Skills
10 46 (6.04%) Analytical Skills
11 27 (3.54%) Aerospace
12 19 (2.49%) Investment Banking
13 17 (2.23%) Retail
14 13 (1.71%) 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
2 397 (52.10%) Big Data Engineer
3 378 (49.61%) Big Data Software Engineer
4 256 (33.60%) Data Engineer
5 209 (27.43%) Scala Engineer
5 209 (27.43%) Scala Software Engineer
6 196 (25.72%) 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
13 124 (16.27%) 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
1 134 (17.59%) PySpark
2 123 (16.14%) Kafka
3 109 (14.30%) Spring
4 80 (10.50%) Spring Boot
5 53 (6.96%) React
6 50 (6.56%) AngularJS
7 45 (5.91%) 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 22 (2.89%) GraphQL
12 20 (2.62%) ActiveMQ
13 19 (2.49%) Apache NiFi
14 18 (2.36%) Elastic Stack
14 18 (2.36%) YAML
15 16 (2.10%) JPA
16 14 (1.84%) Apache Beam
Miscellaneous
1 225 (29.53%) Algorithms
2 218 (28.61%) Cloud Native
3 48 (6.30%) 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%) Hybrid Cloud
7 18 (2.36%) Product Ownership
8 12 (1.57%) Credit Risk
9 10 (1.31%) Enterprise Software
10 7 (0.92%) Legacy Systems
11 6 (0.79%) Greenfield Project
12 5 (0.66%) Mainframe
13 4 (0.52%) Distributed Computing
13 4 (0.52%) Distributed Systems
13 4 (0.52%) Onboarding
13 4 (0.52%) Renewable Energy
14 3 (0.39%) Analytical Mindset
15 2 (0.26%) Tandem
15 2 (0.26%) Taxonomies
Operating Systems
1 102 (13.39%) Unix
2 53 (6.96%) 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
1 658 (86.35%) Software Engineering
2 653 (85.70%) Agile
3 558 (73.23%) CI/CD
4 540 (70.87%) SDLC
5 496 (65.09%) Operational Stability
6 309 (40.55%) Machine Learning
7 297 (38.98%) Risk Management
8 295 (38.71%) Artificial Intelligence
9 264 (34.65%) Community of Practice
10 231 (30.31%) Performance Tuning
11 214 (28.08%) Visualisation
12 205 (26.90%) Continuous Improvement
13 179 (23.49%) Problem-Solving
14 173 (22.70%) Microservices
15 165 (21.65%) Decision-Making
16 121 (15.88%) Open Source
17 107 (14.04%) Test Automation
18 102 (13.39%) Mentoring
19 98 (12.86%) Coaching
20 96 (12.60%) TDD
Programming Languages
1 535 (70.21%) Java
2 473 (62.07%) SQL
3 414 (54.33%) Python
4 344 (45.14%) Scala
5 105 (13.78%) PL/SQL
6 41 (5.38%) Bash
7 33 (4.33%) Go
8 27 (3.54%) JavaScript
9 18 (2.36%) Shell Script
10 13 (1.71%) 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 49 (6.43%) DV Cleared
1 49 (6.43%) Security Cleared
2 48 (6.30%) Degree
3 30 (3.94%) SC Cleared
4 8 (1.05%) Computer Science Degree
5 7 (0.92%) Master's Degree
6 6 (0.79%) DBS Check
7 3 (0.39%) Azure Certification
7 3 (0.39%) ISTQB
7 3 (0.39%) Microsoft Certification
7 3 (0.39%) PhD
8 1 (0.13%) AWS Certification
8 1 (0.13%) AWS Certified Solutions Architect
Quality Assurance & Compliance
1 46 (6.04%) 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 (13.91%) HDFS
2 31 (4.07%) Docker
3 1 (0.13%) Apache Flume
Systems Management
1 158 (20.73%) Kubernetes
2 141 (18.50%) Terraform
3 49 (6.43%) Ansible
4 31 (4.07%) Puppet
5 18 (2.36%) Grafana
5 18 (2.36%) HAProxy
5 18 (2.36%) Prometheus
6 3 (0.39%) Kibana
7 1 (0.13%) Progress Chef
Vendors
1 170 (22.31%) Databricks
2 91 (11.94%) Informatica
3 76 (9.97%) Cloudera
4 62 (8.14%) Google
5 28 (3.67%) Oracle
6 27 (3.54%) Red Hat
6 27 (3.54%) SaltStack
7 22 (2.89%) Dell
8 18 (2.36%) Alteryx
8 18 (2.36%) Cognos
8 18 (2.36%) Sybase
9 14 (1.84%) 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