Apache Spark Jobs in Edinburgh

Apache Spark
Scotland > Edinburgh

The following table provides summary statistics for permanent job vacancies advertised in Edinburgh 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 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
28 Apr 2024
Same period 2023 Same period 2022
Rank 84 137 122
Rank change year-on-year +53 -15 -35
Permanent jobs citing Apache Spark 26 11 35
As % of all permanent jobs advertised in Edinburgh 1.70% 0.52% 1.51%
As % of the Application Platforms category 15.20% 4.95% 12.54%
Number of salaries quoted 2 6 17
10th Percentile - £52,500 £37,500
25th Percentile £50,172 £53,125 £47,500
Median annual salary (50th Percentile) £51,528 £60,000 £55,000
Median % change year-on-year -14.12% +9.09% -24.14%
75th Percentile £52,884 £66,875 £68,275
90th Percentile - £67,500 £72,109
Scotland median annual salary £47,500 £60,000 £58,750
% change year-on-year -20.83% +2.13% -16.07%

All Application Platform Skills
Edinburgh

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 Edinburgh with a requirement for application platform skills.

Permanent vacancies with a requirement for application platform skills 171 222 279
As % of all permanent jobs advertised in Edinburgh 11.16% 10.46% 12.05%
Number of salaries quoted 83 128 175
10th Percentile £31,250 £30,800 £30,800
25th Percentile £42,470 £37,500 £37,500
Median annual salary (50th Percentile) £50,000 £55,000 £48,000
Median % change year-on-year -9.09% +14.58% -4.95%
75th Percentile £72,750 £77,715 £63,875
90th Percentile £91,934 - £71,250
Scotland median annual salary £45,500 £50,000 £50,000
% change year-on-year -9.00% - +5.26%

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:

Application Platforms
1 2 (7.69%) Apache
1 2 (7.69%) SAS
Cloud Services
1 24 (92.31%) AWS
1 24 (92.31%) GCP
1 24 (92.31%) SaaS
2 23 (88.46%) Amazon S3
2 23 (88.46%) Amazon SQS
2 23 (88.46%) Google Docs
2 23 (88.46%) Lucidchart
2 23 (88.46%) Miro
2 23 (88.46%) Slack
Database & Business Intelligence
1 24 (92.31%) Big Data
1 24 (92.31%) Hadoop
2 23 (88.46%) Elasticsearch
2 23 (88.46%) Redis
2 23 (88.46%) Scylla
3 1 (3.85%) Apache Accumulo
3 1 (3.85%) Apache Cassandra
3 1 (3.85%) Data Warehouse
3 1 (3.85%) Flink
3 1 (3.85%) HBase
3 1 (3.85%) NoSQL
Development Applications
1 1 (3.85%) JUnit
General
1 25 (96.15%) Social Skills
2 21 (80.77%) Inclusion and Diversity
3 2 (7.69%) Analytical Skills
3 2 (7.69%) Banking
3 2 (7.69%) Finance
3 2 (7.69%) Presentation Skills
3 2 (7.69%) Retail
Job Titles
1 24 (92.31%) Principal Engineer
1 24 (92.31%) Principal Software Engineer
1 24 (92.31%) Software Engineer
2 2 (7.69%) Analyst
2 2 (7.69%) Senior
2 2 (7.69%) Senior Analyst
Libraries, Frameworks & Software Standards
1 24 (92.31%) Kafka
2 23 (88.46%) GraphQL
3 1 (3.85%) Apache NiFi
3 1 (3.85%) Web Services
Miscellaneous
1 23 (88.46%) Algorithms
1 23 (88.46%) Data Structures
2 2 (7.69%) Credit Risk
3 1 (3.85%) Cloud Native
3 1 (3.85%) Distributed Systems
Operating Systems
1 1 (3.85%) Linux
Processes & Methodologies
1 24 (92.31%) Cyber Threat Intelligence
1 24 (92.31%) Cybersecurity
1 24 (92.31%) Data Science
1 24 (92.31%) Software Engineering
1 24 (92.31%) Threat Intelligence
2 23 (88.46%) Computer Security
2 23 (88.46%) High Availability
2 23 (88.46%) Problem-Solving
2 23 (88.46%) User Experience
2 23 (88.46%) UX Research
3 2 (7.69%) Agile
3 2 (7.69%) Economics
3 2 (7.69%) Mathematics
3 2 (7.69%) Operations Research
3 2 (7.69%) Physics
3 2 (7.69%) Risk Management
3 2 (7.69%) Statistical Analysis
3 2 (7.69%) Statistics
3 2 (7.69%) Stress Testing
3 2 (7.69%) Validation
Programming Languages
1 26 (100.00%) Python
2 24 (92.31%) Bash
2 24 (92.31%) Go
2 24 (92.31%) Java
2 24 (92.31%) Scala
3 2 (7.69%) R
Qualifications
1 2 (7.69%) Degree
Quality Assurance & Compliance
1 2 (7.69%) CRD IV
1 2 (7.69%) IFRS
1 2 (7.69%) IFRS 9
System Software
1 1 (3.85%) Docker
Systems Management
1 24 (92.31%) Kubernetes
2 1 (3.85%) Rancher
Vendors
1 24 (92.31%) Dell
1 24 (92.31%) Google
2 1 (3.85%) StreamSets