Apache Spark Jobs in Edinburgh

Apache Spark
Scotland > Edinburgh

The table below provides summary statistics for permanent job vacancies advertised in Edinburgh 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 5 May 2025, comparing them to the same period in the previous two years.

6 months to
5 May 2025
Same period 2024 Same period 2023
Rank 89 86 137
Rank change year-on-year -3 +51 -13
Permanent jobs citing Apache Spark 5 26 11
As % of all permanent jobs advertised in Edinburgh 0.55% 1.71% 0.52%
As % of the Application Platforms category 6.10% 15.85% 5.07%
Number of salaries quoted 0 2 6
10th Percentile - - £52,500
25th Percentile - £50,172 £53,125
Median annual salary (50th Percentile) - £51,528 £60,000
Median % change year-on-year - -14.12% +6.67%
75th Percentile - £52,884 £66,875
90th Percentile - - £67,500
Scotland median annual salary £100,000 £47,500 £60,000
% change year-on-year +110.53% -20.83% -

All Application Platform Skills
Edinburgh

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 Edinburgh.

Permanent vacancies with a requirement for application platform skills 82 164 217
As % of all permanent jobs advertised in Edinburgh 8.94% 10.79% 10.30%
Number of salaries quoted 41 79 130
10th Percentile £46,306 £31,200 £29,625
25th Percentile £53,750 £42,470 £37,500
Median annual salary (50th Percentile) £77,606 £50,000 £53,750
Median % change year-on-year +55.21% -6.98% +13.16%
75th Percentile £98,474 £72,750 £77,715
90th Percentile - £91,934 -
Scotland median annual salary £51,914 £45,000 £50,119
% change year-on-year +15.36% -10.21% +0.24%

Apache Spark
Job Vacancy Trend in Edinburgh

Job postings citing Apache Spark as a proportion of all IT jobs advertised in Edinburgh.

Job vacancy trend for Apache Spark in Edinburgh

Apache Spark
Salary Trend in Edinburgh

3-month moving average salary quoted in jobs citing Apache Spark in Edinburgh.

Salary trend for Apache Spark in Edinburgh

Apache Spark
Co-occurring Skills and Capabilities in Edinburgh 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:

Cloud Services
1 3 (60.00%) Amazon EMR
1 3 (60.00%) AWS
1 3 (60.00%) Snowflake
2 2 (40.00%) Amazon SageMaker
2 2 (40.00%) Azure
2 2 (40.00%) SaaS
3 1 (20.00%) Power Platform
Database & Business Intelligence
1 3 (60.00%) Data Warehouse
1 3 (60.00%) Tableau
2 2 (40.00%) Hadoop
2 2 (40.00%) NoSQL
3 1 (20.00%) Data Lake
3 1 (20.00%) Data Mart
3 1 (20.00%) Elasticsearch
3 1 (20.00%) Metadata
3 1 (20.00%) MongoDB
3 1 (20.00%) Neo4j
3 1 (20.00%) PostgreSQL
3 1 (20.00%) Power BI
General
1 3 (60.00%) Influencing Skills
1 3 (60.00%) Social Skills
2 2 (40.00%) Inclusion and Diversity
2 2 (40.00%) Marketing
Job Titles
1 3 (60.00%) Lead
2 2 (40.00%) Architect
2 2 (40.00%) Data Engineer
2 2 (40.00%) Data Science Leader
2 2 (40.00%) Enterprise Architect
2 2 (40.00%) Lead Architect
2 2 (40.00%) Lead Enterprise Architect
2 2 (40.00%) Senior
2 2 (40.00%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 3 (60.00%) Kafka
Miscellaneous
1 2 (40.00%) Distributed Systems
1 2 (40.00%) Onboarding
2 1 (20.00%) Data Fabric
Processes & Methodologies
1 5 (100.00%) Agile
1 5 (100.00%) Data Architecture
2 4 (80.00%) Machine Learning
3 3 (60.00%) Adaptive Web Design
3 3 (60.00%) Architectural Design
3 3 (60.00%) Architecture Roadmap
3 3 (60.00%) Business Strategy
3 3 (60.00%) Collaborative Culture
3 3 (60.00%) Customer Engagement
3 3 (60.00%) Data Analysis
3 3 (60.00%) Data Management
3 3 (60.00%) Personalization
3 3 (60.00%) Product Backlog
3 3 (60.00%) Roadmaps
3 3 (60.00%) Thought Leadership
3 3 (60.00%) Visualisation
4 2 (40.00%) CI/CD
4 2 (40.00%) Data Science
4 2 (40.00%) LLM
4 2 (40.00%) MLOps
Programming Languages
1 4 (80.00%) Python
2 2 (40.00%) C#
2 2 (40.00%) SQL
2 2 (40.00%) TypeScript
Quality Assurance & Compliance
1 2 (40.00%) California Consumer Privacy Act
1 2 (40.00%) GDPR
1 2 (40.00%) PCI DSS
Vendors
1 1 (20.00%) StreamSets