Apache Spark Jobs in the UK excluding London

Apache Spark
UK > UK excluding London

The table below provides summary statistics for permanent job vacancies advertised in the UK excluding London requiring Apache Spark skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited Apache Spark over the 6 months leading up to 12 June 2024, comparing them to the same period in the previous two years.

6 months to
12 Jun 2024
Same period 2023 Same period 2022
Rank 298 486 375
Rank change year-on-year +188 -111 -46
Permanent jobs citing Apache Spark 642 252 658
As % of all permanent jobs advertised in the UK excluding London 0.80% 0.46% 0.86%
As % of the Application Platforms category 9.04% 4.63% 6.66%
Number of salaries quoted 86 129 239
10th Percentile £46,250 £47,500 £37,808
25th Percentile £49,250 £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 £85,000 £75,000
90th Percentile £93,750 £95,000 £92,500
UK median annual salary £80,000 £87,500 £75,000
% change year-on-year -8.57% +16.67% -

All Application Platform Skills
UK excluding London

Apache Spark falls under the Application Platforms category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring application platform skills in the UK excluding London.

Permanent vacancies with a requirement for application platform skills 7,100 5,440 9,874
As % of all permanent jobs advertised in the UK excluding London 8.86% 9.85% 12.93%
Number of salaries quoted 4,559 3,800 5,696
10th Percentile £26,250 £28,225 £26,250
25th Percentile £31,250 £35,000 £32,500
Median annual salary (50th Percentile) £42,500 £48,759 £45,500
Median % change year-on-year -12.84% +7.16% +1.11%
75th Percentile £57,500 £62,500 £61,000
90th Percentile £70,000 £77,500 £75,000
UK median annual salary £50,000 £55,043 £55,000
% change year-on-year -9.16% +0.08% +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 12 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 12 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 +154 507 £47,500 -20.83% 4
South West -40 51 £80,000 +6.67% 10
North of England -63 44 £55,000 -26.67% 15
North West -23 39 £55,000 -26.67% 11
Midlands -31 16 £72,750 +3.93% 6
South East -54 15 £55,000 -21.43% 7
East Midlands -20 10 £60,000 - 3
West Midlands -13 6 £73,000 +4.29% 3
East of England -12 5 £101,250 +102.50% 6
Yorkshire -12 4 £55,000 -23.52% 4
Wales - 3 £72,500 - 1
Northern Ireland +19 1 £70,000 -30.00% 1
North East -17 1 £75,000 +36.36%
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
1 166 (25.86%) Apache
2 111 (17.29%) Apache Airflow
3 16 (2.49%) Jupyter
3 16 (2.49%) nginx
4 9 (1.40%) Confluence
5 1 (0.16%) SAS
Cloud Services
1 449 (69.94%) AWS
2 85 (13.24%) Serverless
3 82 (12.77%) AWS Lambda
4 80 (12.46%) Amazon EKS
5 76 (11.84%) Azure
6 73 (11.37%) GCP
7 58 (9.03%) Amazon SQS
8 48 (7.48%) Amazon EMR
9 46 (7.17%) Amazon ECS
10 45 (7.01%) OpenShift
11 42 (6.54%) Amazon EC2
12 40 (6.23%) Amazon S3
13 34 (5.30%) AWS CloudFormation
14 26 (4.05%) Power Platform
15 18 (2.80%) SaaS
16 17 (2.65%) Azure Data Factory
17 16 (2.49%) MinIO
18 14 (2.18%) Azure DevOps
18 14 (2.18%) GitHub
19 13 (2.02%) Snowflake
Communications & Networking
1 29 (4.52%) AMQP
2 10 (1.56%) DSL
3 3 (0.47%) Firewall
3 3 (0.47%) Network Security
Database & Business Intelligence
1 509 (79.28%) Big Data
2 311 (48.44%) NoSQL
3 278 (43.30%) Hadoop
4 109 (16.98%) Apache Hive
5 87 (13.55%) HBase
6 44 (6.85%) Electronic Patient Records
7 43 (6.70%) Data Lake
8 35 (5.45%) Data Warehouse
9 29 (4.52%) Cloudera CDH
10 24 (3.74%) Power BI
11 21 (3.27%) Tableau
12 18 (2.80%) Impala
13 17 (2.65%) Amazon Redshift
13 17 (2.65%) Elasticsearch
13 17 (2.65%) SQL Server
14 16 (2.49%) Presto
15 15 (2.34%) BigQuery
16 14 (2.18%) Flink
16 14 (2.18%) Redis
17 13 (2.02%) MongoDB
Development Applications
1 104 (16.20%) Jenkins
2 86 (13.40%) Git
3 79 (12.31%) Bitbucket Server
4 16 (2.49%) Atlassian Bamboo
5 9 (1.40%) JIRA
6 6 (0.93%) Oracle Forms
7 3 (0.47%) MLflow
7 3 (0.47%) Octopus Deploy
7 3 (0.47%) Spinnaker
8 2 (0.31%) Gatling
9 1 (0.16%) ERwin
9 1 (0.16%) Subversion
General
1 516 (80.37%) Finance
2 503 (78.35%) Inclusion and Diversity
3 488 (76.01%) Law
4 252 (39.25%) Marketing
5 232 (36.14%) Legal
6 139 (21.65%) Influencing Skills
7 57 (8.88%) Financial Institution
8 40 (6.23%) Social Skills
9 29 (4.52%) Aerospace
10 26 (4.05%) Analytical Skills
10 26 (4.05%) Banking
11 11 (1.71%) Investment Banking
12 5 (0.78%) Private Banking
13 4 (0.62%) Retail
14 3 (0.47%) Games
15 2 (0.31%) Billing
15 2 (0.31%) Electronics
15 2 (0.31%) French Language
15 2 (0.31%) Spanish Language
15 2 (0.31%) Telecoms
Job Titles
1 476 (74.14%) Software Engineer
2 347 (54.05%) Big Data Engineer
3 330 (51.40%) Big Data Software Engineer
4 239 (37.23%) Data Engineer
5 173 (26.95%) Scala Engineer
5 173 (26.95%) Scala Software Engineer
6 169 (26.32%) Lead
7 156 (24.30%) Lead Software Engineer
8 154 (23.99%) AWS Engineer
9 151 (23.52%) AWS Software Engineer
10 147 (22.90%) Java Engineer
11 146 (22.74%) Java Software Engineer
12 130 (20.25%) Lead Big Data Engineer
13 109 (16.98%) Python Engineer
14 104 (16.20%) Python Software Engineer
15 99 (15.42%) Java Scala Software Engineer
15 99 (15.42%) Senior
16 91 (14.17%) Lead Java Engineer
17 71 (11.06%) Senior Software Engineer
18 59 (9.19%) Developer
Libraries, Frameworks & Software Standards
1 130 (20.25%) PySpark
2 99 (15.42%) Kafka
3 79 (12.31%) Spring
4 67 (10.44%) Spring Boot
5 45 (7.01%) RabbitMQ
6 41 (6.39%) React
7 38 (5.92%) AngularJS
7 38 (5.92%) REST
8 29 (4.52%) gRPC
8 29 (4.52%) Material-UI
8 29 (4.52%) Node.js
8 29 (4.52%) OpenAPI
8 29 (4.52%) Swagger
9 18 (2.80%) ActiveMQ
10 17 (2.65%) Apache NiFi
11 16 (2.49%) Elastic Stack
11 16 (2.49%) YAML
12 14 (2.18%) GraphQL
13 12 (1.87%) Apache Beam
13 12 (1.87%) Pandas
Miscellaneous
1 186 (28.97%) Cloud Native
2 183 (28.50%) Algorithms
3 34 (5.30%) Legacy Code
4 33 (5.14%) Data Structures
5 25 (3.89%) Public Cloud
6 16 (2.49%) Hybrid Cloud
7 12 (1.87%) Management Information System
8 11 (1.71%) Product Ownership
9 6 (0.93%) Greenfield Project
10 5 (0.78%) Mainframe
11 4 (0.62%) Distributed Computing
11 4 (0.62%) Distributed Systems
11 4 (0.62%) Enterprise Software
11 4 (0.62%) Renewable Energy
12 3 (0.47%) Analytical Mindset
12 3 (0.47%) Onboarding
13 2 (0.31%) Blog
13 2 (0.31%) Social Media
13 2 (0.31%) Tandem
13 2 (0.31%) Taxonomies
Operating Systems
1 86 (13.40%) Unix
2 53 (8.26%) Linux
3 29 (4.52%) CentOS
3 29 (4.52%) Debian
3 29 (4.52%) Red Hat Enterprise Linux
3 29 (4.52%) Ubuntu
Processes & Methodologies
1 551 (85.83%) Agile
2 546 (85.05%) Software Engineering
3 481 (74.92%) CI/CD
4 454 (70.72%) SDLC
5 411 (64.02%) Operational Stability
6 250 (38.94%) Machine Learning
7 239 (37.23%) Risk Management
8 235 (36.60%) Artificial Intelligence
9 225 (35.05%) Community of Practice
10 189 (29.44%) Performance Tuning
11 181 (28.19%) Visualisation
12 166 (25.86%) Continuous Improvement
13 152 (23.68%) Microservices
14 136 (21.18%) Problem-Solving
15 122 (19.00%) Decision-Making
16 119 (18.54%) Open Source
17 94 (14.64%) Mentoring
18 92 (14.33%) Test Automation
19 90 (14.02%) Coaching
20 88 (13.71%) TDD
Programming Languages
1 425 (66.20%) Java
2 402 (62.62%) SQL
3 359 (55.92%) Python
4 280 (43.61%) Scala
5 90 (14.02%) PL/SQL
6 31 (4.83%) JavaScript
7 29 (4.52%) Bash
8 22 (3.43%) Go
9 16 (2.49%) Shell Script
10 9 (1.40%) C#
11 4 (0.62%) C
12 2 (0.31%) Kotlin
12 2 (0.31%) PHP
12 2 (0.31%) TypeScript
13 1 (0.16%) C++
13 1 (0.16%) R
Qualifications
1 50 (7.79%) Security Cleared
2 49 (7.63%) DV Cleared
3 32 (4.98%) SC Cleared
4 30 (4.67%) Degree
5 9 (1.40%) Computer Science Degree
6 8 (1.25%) Master's Degree
7 6 (0.93%) DBS Check
8 3 (0.47%) Azure Certification
8 3 (0.47%) ISTQB
8 3 (0.47%) Microsoft Certification
8 3 (0.47%) PhD
9 1 (0.16%) AWS Certification
9 1 (0.16%) AWS Certified Solutions Architect
Quality Assurance & Compliance
1 42 (6.54%) Data Quality
2 24 (3.74%) SLA
3 2 (0.31%) GDPR
4 1 (0.16%) Accessibility
4 1 (0.16%) QA
System Software
1 90 (14.02%) HDFS
2 29 (4.52%) Docker
Systems Management
1 136 (21.18%) Terraform
2 135 (21.03%) Kubernetes
3 49 (7.63%) Ansible
4 33 (5.14%) Puppet
5 16 (2.49%) Grafana
5 16 (2.49%) HAProxy
5 16 (2.49%) Prometheus
6 3 (0.47%) Kibana
7 1 (0.16%) Progress Chef
Vendors
1 148 (23.05%) Databricks
2 88 (13.71%) Informatica
3 60 (9.35%) Cloudera
4 53 (8.26%) Google
5 29 (4.52%) Red Hat
5 29 (4.52%) SaltStack
6 19 (2.96%) Oracle
7 13 (2.02%) Teradata
8 12 (1.87%) Dell
8 12 (1.87%) Microsoft
9 11 (1.71%) Alteryx
10 10 (1.56%) Cognos
10 10 (1.56%) Sybase
11 4 (0.62%) Splunk
12 3 (0.47%) Confluent
12 3 (0.47%) SnapLogic
13 2 (0.31%) Hootsuite
14 1 (0.16%) Sage
14 1 (0.16%) SAP