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

6 months to
28 May 2024
Same period 2023 Same period 2022
Rank 272 382 369
Rank change year-on-year +110 -13 -17
Permanent jobs citing Apache Spark 733 465 660
As % of all permanent jobs advertised in the UK excluding London 0.99% 0.80% 0.90%
As % of the Application Platforms category 10.26% 7.86% 6.81%
Number of salaries quoted 88 118 240
10th Percentile £46,250 £47,500 £37,500
25th Percentile £50,172 £60,000 £50,000
Median annual salary (50th Percentile) £69,724 £70,000 £62,500
Median % change year-on-year -0.40% +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 7,146 5,915 9,688
As % of all permanent jobs advertised in the UK excluding London 9.66% 10.18% 13.15%
Number of salaries quoted 4,591 3,885 5,762
10th Percentile £26,250 £27,850 £26,250
25th Percentile £31,250 £35,000 £32,500
Median annual salary (50th Percentile) £42,500 £47,672 £45,000
Median % change year-on-year -10.85% +5.94% -
75th Percentile £57,500 £62,500 £60,050
90th Percentile £70,000 £77,500 £75,000
UK median annual salary £50,000 £55,022 £55,000
% change year-on-year -9.13% +0.04% +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 28 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 28 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 +156 601 £47,500 -20.83% 8
South West -49 51 £80,000 +6.67% 15
North of England -102 42 £60,000 -14.29% 17
North West -14 35 £62,500 -14.68% 11
Midlands -16 16 £72,750 +3.93% 5
South East -54 14 £52,000 -25.71% 8
East Midlands -20 10 £60,000 - 2
West Midlands +4 6 £73,000 +4.29% 3
Yorkshire -43 6 £51,528 -25.13% 4
East of England -47 5 £101,250 +102.50% 4
Wales +2 3 £72,500 +38.10% 1
Northern Ireland +18 1 £70,000 -30.00% 3
North East -24 1 £75,000 - 2
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
1 187 (25.51%) Apache
2 119 (16.23%) Apache Airflow
3 17 (2.32%) Jupyter
3 17 (2.32%) nginx
4 5 (0.68%) Confluence
5 4 (0.55%) SAS
Cloud Services
1 519 (70.80%) AWS
2 95 (12.96%) Amazon EKS
3 93 (12.69%) Serverless
4 90 (12.28%) AWS Lambda
5 80 (10.91%) GCP
6 71 (9.69%) Amazon SQS
7 69 (9.41%) Azure
8 57 (7.78%) Amazon EMR
9 54 (7.37%) Amazon ECS
10 50 (6.82%) Amazon EC2
11 47 (6.41%) Amazon S3
12 45 (6.14%) OpenShift
13 33 (4.50%) AWS CloudFormation
14 23 (3.14%) SaaS
15 20 (2.73%) Power Platform
16 17 (2.32%) Google Docs
16 17 (2.32%) Lucidchart
16 17 (2.32%) MinIO
16 17 (2.32%) Miro
16 17 (2.32%) Slack
Communications & Networking
1 28 (3.82%) AMQP
2 17 (2.32%) DSL
3 5 (0.68%) Firewall
4 3 (0.41%) Network Security
Database & Business Intelligence
1 586 (79.95%) Big Data
2 351 (47.89%) NoSQL
3 324 (44.20%) Hadoop
4 133 (18.14%) Apache Hive
5 101 (13.78%) HBase
6 52 (7.09%) Electronic Patient Records
7 45 (6.14%) Data Lake
8 33 (4.50%) Data Warehouse
9 28 (3.82%) Cloudera CDH
9 28 (3.82%) Tableau
10 20 (2.73%) Elasticsearch
10 20 (2.73%) Impala
10 20 (2.73%) MongoDB
11 19 (2.59%) Flink
12 18 (2.46%) Amazon Redshift
12 18 (2.46%) Power BI
13 17 (2.32%) DB2
13 17 (2.32%) Presto
13 17 (2.32%) Redis
13 17 (2.32%) SQL Server
Development Applications
1 112 (15.28%) Jenkins
2 91 (12.41%) Git
3 85 (11.60%) Bitbucket Server
4 17 (2.32%) Atlassian Bamboo
5 7 (0.95%) Oracle Forms
6 5 (0.68%) JIRA
6 5 (0.68%) Spinnaker
7 3 (0.41%) Octopus Deploy
8 2 (0.27%) MLflow
9 1 (0.14%) ERwin
General
1 607 (82.81%) Finance
2 597 (81.45%) Inclusion and Diversity
3 577 (78.72%) Law
4 300 (40.93%) Marketing
5 266 (36.29%) Legal
6 161 (21.96%) Influencing Skills
7 70 (9.55%) Financial Institution
8 46 (6.28%) Banking
9 44 (6.00%) Social Skills
10 35 (4.77%) Analytical Skills
11 28 (3.82%) Aerospace
12 18 (2.46%) Investment Banking
13 12 (1.64%) Private Banking
14 7 (0.95%) Retail
15 4 (0.55%) Presentation Skills
16 3 (0.41%) Games
16 3 (0.41%) Retail Finance
17 2 (0.27%) French Language
17 2 (0.27%) Spanish Language
17 2 (0.27%) Telecoms
Job Titles
1 550 (75.03%) Software Engineer
2 390 (53.21%) Big Data Engineer
3 372 (50.75%) Big Data Software Engineer
4 252 (34.38%) Data Engineer
5 205 (27.97%) Scala Engineer
5 205 (27.97%) Scala Software Engineer
6 193 (26.33%) Lead
7 190 (25.92%) Java Engineer
8 189 (25.78%) Java Software Engineer
9 180 (24.56%) AWS Engineer
10 179 (24.42%) Lead Software Engineer
11 177 (24.15%) AWS Software Engineer
12 146 (19.92%) Lead Big Data Engineer
13 119 (16.23%) Java Scala Software Engineer
13 119 (16.23%) Python Engineer
14 114 (15.55%) Python Software Engineer
15 112 (15.28%) Senior
16 97 (13.23%) Lead Java Engineer
17 86 (11.73%) Senior Software Engineer
18 71 (9.69%) Developer
Libraries, Frameworks & Software Standards
1 132 (18.01%) PySpark
2 114 (15.55%) Kafka
3 107 (14.60%) Spring
4 80 (10.91%) Spring Boot
5 53 (7.23%) React
6 50 (6.82%) AngularJS
7 45 (6.14%) RabbitMQ
8 43 (5.87%) REST
9 29 (3.96%) Node.js
10 28 (3.82%) gRPC
10 28 (3.82%) Material-UI
10 28 (3.82%) OpenAPI
10 28 (3.82%) Swagger
11 19 (2.59%) ActiveMQ
12 18 (2.46%) Apache NiFi
13 17 (2.32%) Elastic Stack
13 17 (2.32%) GraphQL
13 17 (2.32%) YAML
14 15 (2.05%) JPA
15 13 (1.77%) Apache Beam
Miscellaneous
1 216 (29.47%) Algorithms
1 216 (29.47%) Cloud Native
2 42 (5.73%) Data Structures
2 42 (5.73%) Legacy Code
3 34 (4.64%) Public Cloud
4 25 (3.41%) Management Information System
5 17 (2.32%) Hybrid Cloud
5 17 (2.32%) Product Ownership
6 10 (1.36%) Enterprise Software
7 6 (0.82%) Greenfield Project
7 6 (0.82%) Legacy Systems
8 5 (0.68%) Mainframe
9 4 (0.55%) Distributed Computing
9 4 (0.55%) Distributed Systems
9 4 (0.55%) Onboarding
9 4 (0.55%) Renewable Energy
10 3 (0.41%) Analytical Mindset
10 3 (0.41%) Credit Risk
11 2 (0.27%) Tandem
11 2 (0.27%) Taxonomies
Operating Systems
1 100 (13.64%) Unix
2 53 (7.23%) Linux
3 28 (3.82%) CentOS
3 28 (3.82%) Debian
3 28 (3.82%) Red Hat Enterprise Linux
3 28 (3.82%) Ubuntu
Processes & Methodologies
1 640 (87.31%) Software Engineering
2 630 (85.95%) Agile
3 545 (74.35%) CI/CD
4 529 (72.17%) SDLC
5 486 (66.30%) Operational Stability
6 302 (41.20%) Machine Learning
7 288 (39.29%) Artificial Intelligence
8 282 (38.47%) Risk Management
9 259 (35.33%) Community of Practice
10 226 (30.83%) Performance Tuning
11 210 (28.65%) Visualisation
12 201 (27.42%) Continuous Improvement
13 170 (23.19%) Microservices
13 170 (23.19%) Problem-Solving
14 161 (21.96%) Decision-Making
15 121 (16.51%) Open Source
16 105 (14.32%) Test Automation
17 101 (13.78%) Mentoring
18 97 (13.23%) Coaching
19 95 (12.96%) TDD
Programming Languages
1 518 (70.67%) Java
2 464 (63.30%) SQL
3 395 (53.89%) Python
4 332 (45.29%) Scala
5 103 (14.05%) PL/SQL
6 35 (4.77%) Bash
7 28 (3.82%) Go
7 28 (3.82%) JavaScript
8 17 (2.32%) Shell Script
9 9 (1.23%) C#
10 4 (0.55%) C
10 4 (0.55%) R
11 2 (0.27%) PHP
11 2 (0.27%) TypeScript
12 1 (0.14%) C++
Qualifications
1 49 (6.68%) DV Cleared
1 49 (6.68%) Security Cleared
2 38 (5.18%) Degree
3 31 (4.23%) SC Cleared
4 8 (1.09%) Computer Science Degree
5 7 (0.95%) Master's Degree
6 6 (0.82%) DBS Check
7 3 (0.41%) Azure Certification
7 3 (0.41%) ISTQB
7 3 (0.41%) Microsoft Certification
7 3 (0.41%) PhD
8 1 (0.14%) AWS Certification
8 1 (0.14%) AWS Certified Solutions Architect
Quality Assurance & Compliance
1 45 (6.14%) Data Quality
2 33 (4.50%) SLA
3 3 (0.41%) CRD IV
3 3 (0.41%) IFRS
3 3 (0.41%) IFRS 9
4 2 (0.27%) GDPR
5 1 (0.14%) Accessibility
System Software
1 104 (14.19%) HDFS
2 30 (4.09%) Docker
Systems Management
1 149 (20.33%) Kubernetes
2 140 (19.10%) Terraform
3 49 (6.68%) Ansible
4 32 (4.37%) Puppet
5 17 (2.32%) Grafana
5 17 (2.32%) HAProxy
5 17 (2.32%) Prometheus
6 3 (0.41%) Kibana
7 1 (0.14%) Progress Chef
Vendors
1 167 (22.78%) Databricks
2 90 (12.28%) Informatica
3 74 (10.10%) Cloudera
4 57 (7.78%) Google
5 28 (3.82%) Red Hat
5 28 (3.82%) SaltStack
6 27 (3.68%) Oracle
7 17 (2.32%) Alteryx
7 17 (2.32%) Cognos
7 17 (2.32%) Dell
7 17 (2.32%) Sybase
8 14 (1.91%) Teradata
9 11 (1.50%) Microsoft
10 5 (0.68%) Confluent
11 4 (0.55%) Splunk
12 3 (0.41%) SnapLogic
13 2 (0.27%) Hootsuite