Apache Spark Contracts in Edinburgh

Apache Spark
Scotland > Edinburgh

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

6 months to
29 Apr 2024
Same period 2023 Same period 2022
Rank 67 - 104
Rank change year-on-year - - -6
Contract jobs citing Apache Spark 4 0 25
As % of all contract jobs advertised in Edinburgh 0.49% - 1.28%
As % of the Application Platforms category 5.33% - 9.96%
Number of daily rates quoted 3 0 20
10th Percentile £486 - £359
25th Percentile £541 - £500
Median daily rate (50th Percentile) £638 - £583
Median % change year-on-year - - +3.56%
75th Percentile £688 - £800
90th Percentile £715 - -
Scotland median daily rate £400 - £525

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 contract job vacancies advertised in Edinburgh with a requirement for application platform skills.

Contract vacancies with a requirement for application platform skills 75 152 251
As % of all contract IT jobs advertised in Edinburgh 9.20% 11.67% 12.87%
Number of daily rates quoted 44 104 179
10th Percentile £178 £157 £230
25th Percentile £229 £275 £400
Median daily rate (50th Percentile) £420 £433 £460
Median % change year-on-year -3.00% -5.87% +9.52%
75th Percentile £602 £500 £573
90th Percentile £750 £538 £675
Scotland median daily rate £453 £436 £450
% change year-on-year +3.90% -3.11% +5.88%
Number of hourly rates quoted 6 2 7
10th Percentile £15.80 £21.07 £14.84
25th Percentile £16.50 £26.10 £16.27
Median hourly rate £17.00 £35.11 £17.50
Median % change year-on-year -51.58% +100.63% -72.07%
75th Percentile £17.50 £44.74 £28.55
90th Percentile £17.61 £50.15 £37.90
Scotland median hourly rate £17.00 £18.50 £17.50
% change year-on-year -8.11% +5.71% -72.22%

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
Contractor Daily Rate Trend in Edinburgh

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

Daily rate trend for Apache Spark in Edinburgh

Apache Spark
Daily Rate Histogram in Edinburgh

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

Daily rate histogram 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 (50.00%) Apache
1 2 (50.00%) Apache Airflow
Cloud Services
1 4 (100.00%) GCP
2 2 (50.00%) AWS
2 2 (50.00%) Azure
3 1 (25.00%) Azure Data Factory
3 1 (25.00%) Azure Synapse Analytics
3 1 (25.00%) Cloud Computing
3 1 (25.00%) Snowflake
Database & Business Intelligence
1 3 (75.00%) Big Data
2 2 (50.00%) BigQuery
2 2 (50.00%) Hadoop
3 1 (25.00%) Data Lake
3 1 (25.00%) Data Warehouse
3 1 (25.00%) Flink
3 1 (25.00%) SQL Server
3 1 (25.00%) Tableau
Development Applications
1 2 (50.00%) Git
2 1 (25.00%) Gradle
2 1 (25.00%) Jenkins
General
1 2 (50.00%) Social Skills
2 1 (25.00%) Analytical Skills
2 1 (25.00%) Finance
Job Titles
1 2 (50.00%) Data Engineer
2 1 (25.00%) Architect
2 1 (25.00%) Cloud Architect
2 1 (25.00%) Data Architect
2 1 (25.00%) Developer
2 1 (25.00%) GCP Architect
2 1 (25.00%) GCP Data Architect
2 1 (25.00%) Python Developer
Libraries, Frameworks & Software Standards
1 2 (50.00%) Kafka
2 1 (25.00%) TensorFlow
Miscellaneous
1 1 (25.00%) Algorithms
Processes & Methodologies
1 3 (75.00%) DevOps
2 2 (50.00%) Agile
2 2 (50.00%) Artificial Intelligence
2 2 (50.00%) Data Modelling
2 2 (50.00%) Data Pipeline
2 2 (50.00%) ETL
2 2 (50.00%) Machine Learning
3 1 (25.00%) Business Intelligence
3 1 (25.00%) CI/CD
3 1 (25.00%) Conceptual Models
3 1 (25.00%) Containerisation
3 1 (25.00%) Data Analysis
3 1 (25.00%) Data Ingestion
3 1 (25.00%) Data Integration
3 1 (25.00%) Data Protection
3 1 (25.00%) Logical Data Model
3 1 (25.00%) Physical Data Model
3 1 (25.00%) Problem-Solving
3 1 (25.00%) Secure Coding
3 1 (25.00%) Software Engineering
Programming Languages
1 3 (75.00%) Python
2 1 (25.00%) Java
2 1 (25.00%) Scala
2 1 (25.00%) SQL
System Software
1 1 (25.00%) Docker
Systems Management
1 2 (50.00%) Terraform
2 1 (25.00%) Kubernetes
Vendors
1 2 (50.00%) Google
2 1 (25.00%) Databricks