Apache Spark Contracts in Glasgow

Apache Spark
Scotland > Glasgow

The following table provides summary statistics for contract job vacancies advertised in Glasgow with a requirement for Apache Spark skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Apache Spark over the 6 months to 29 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
29 May 2024
Same period 2023 Same period 2022
Rank 57 - 80
Rank change year-on-year - - +6
Contract jobs citing Apache Spark 14 0 7
As % of all contract jobs advertised in Glasgow 1.73% - 0.76%
As % of the Application Platforms category 9.93% - 6.54%
Number of daily rates quoted 14 0 3
10th Percentile £318 - £388
25th Percentile £386 - £430
Median daily rate (50th Percentile) £400 - £500
75th Percentile £411 - -
90th Percentile £501 - -
Scotland median daily rate £400 - £575
% change year-on-year - - +22.67%

All Application Platform Skills
Glasgow

Apache Spark is in the Application Platforms category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Glasgow with a requirement for application platform skills.

Contract vacancies with a requirement for application platform skills 141 120 107
As % of all contract IT jobs advertised in Glasgow 17.39% 13.50% 11.59%
Number of daily rates quoted 109 89 79
10th Percentile £313 £345 £213
25th Percentile £350 £379 £325
Median daily rate (50th Percentile) £440 £463 £450
Median % change year-on-year -4.86% +2.78% -
75th Percentile £513 £613 £581
90th Percentile £588 £676 £625
Scotland median daily rate £428 £450 £475
% change year-on-year -5.00% -5.26% +11.76%
Number of hourly rates quoted 1 1 0
10th Percentile - - -
25th Percentile £51.25 £18.25 -
Median hourly rate £52.50 £18.50 -
Median % change year-on-year +183.78% - -
75th Percentile £53.75 £18.75 -
90th Percentile - - -
Scotland median hourly rate £17.00 £18.50 £18.84
% change year-on-year -8.11% -1.82% -70.09%

Apache Spark
Job Vacancy Trend in Glasgow

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

Job vacancy trend for Apache Spark in Glasgow

Apache Spark
Contractor Daily Rate Trend in Glasgow

3-month moving average daily rate quoted in jobs citing Apache Spark in Glasgow.

Daily rate trend for Apache Spark in Glasgow

Apache Spark
Daily Rate Histogram in Glasgow

Daily rate distribution for jobs citing Apache Spark in Glasgow over the 6 months to 29 May 2024.

Daily rate histogram for Apache Spark in Glasgow

Apache Spark
Co-occurring Skills and Capabilities in Glasgow 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 1 (7.14%) Apache
Cloud Services
1 14 (100.00%) Azure
2 13 (92.86%) AWS
3 10 (71.43%) GCP
4 1 (7.14%) Azure Data Factory
4 1 (7.14%) Azure Synapse Analytics
4 1 (7.14%) Power Platform
Database & Business Intelligence
1 7 (50.00%) Relational Database
2 3 (21.43%) Apache Hive
2 3 (21.43%) Big Data
2 3 (21.43%) Impala
2 3 (21.43%) MySQL
2 3 (21.43%) Spark SQL
3 1 (7.14%) Data Lake
3 1 (7.14%) DTS
3 1 (7.14%) Oracle Database
3 1 (7.14%) Power BI
3 1 (7.14%) SQL Server Integration Services
3 1 (7.14%) SQL Server Reporting Services
Development Applications
1 3 (21.43%) JIRA
2 1 (7.14%) Mockito
General
1 6 (42.86%) Banking
2 5 (35.71%) Finance
3 4 (28.57%) Investment Banking
4 3 (21.43%) Social Skills
5 2 (14.29%) Public Sector
Job Titles
1 12 (85.71%) Developer
2 9 (64.29%) Java Developer
3 3 (21.43%) Backend Developer
4 2 (14.29%) Database Developer
5 1 (7.14%) Azure Engineer
5 1 (7.14%) Data Engineer
5 1 (7.14%) Java Engineer
5 1 (7.14%) MySQL Developer
5 1 (7.14%) Oracle Database Developer
5 1 (7.14%) Oracle Developer
5 1 (7.14%) SQL Developer
Libraries, Frameworks & Software Standards
1 10 (71.43%) Kafka
2 9 (64.29%) RESTful
3 8 (57.14%) Elastic Stack
3 8 (57.14%) OpenTracing
3 8 (57.14%) Spring
3 8 (57.14%) Spring Boot
4 2 (14.29%) REST
5 1 (7.14%) CSS
5 1 (7.14%) React
Miscellaneous
1 9 (64.29%) Data Structures
2 8 (57.14%) Distributed Systems
3 3 (21.43%) Virtual Team
4 1 (7.14%) Algorithms
Operating Systems
1 3 (21.43%) Unix
Processes & Methodologies
1 9 (64.29%) Microservices
2 8 (57.14%) SDLC
2 8 (57.14%) Test Automation
3 7 (50.00%) Continuous Delivery
3 7 (50.00%) End-to-End Testing
4 6 (42.86%) Agile
4 6 (42.86%) CI/CD
4 6 (42.86%) Continuous Integration
4 6 (42.86%) Dependency Injection
5 5 (35.71%) Software Engineering
6 3 (21.43%) Performance Tuning
7 2 (14.29%) Backlog Refinement
7 2 (14.29%) Release Management
7 2 (14.29%) Scrum
7 2 (14.29%) User Acceptance Testing
8 1 (7.14%) Business Intelligence
8 1 (7.14%) Containerisation
8 1 (7.14%) ETL
8 1 (7.14%) Pair Programming
8 1 (7.14%) Unit Testing
Programming Languages
1 10 (71.43%) Java
2 9 (64.29%) Kotlin
2 9 (64.29%) Scala
3 4 (28.57%) SQL
4 3 (21.43%) Shell Script
5 1 (7.14%) JavaScript
Qualifications
1 2 (14.29%) Security Cleared
System Software
1 10 (71.43%) Docker
Systems Management
1 10 (71.43%) Kubernetes
2 8 (57.14%) Prometheus
2 8 (57.14%) Zipkin
3 1 (7.14%) Grafana
Vendors
1 4 (28.57%) Microsoft
2 3 (21.43%) Google
2 3 (21.43%) Oracle
3 1 (7.14%) Databricks