ETL Contracts in Edinburgh

Extract, Transform and Load (ETL)
Scotland > Edinburgh

The following table provides summary statistics for contract job vacancies advertised in Edinburgh with a requirement for ETL skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited ETL 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 54 47 77
Rank change year-on-year -7 +30 -15
Contract jobs citing ETL 17 73 54
As % of all contract jobs advertised in Edinburgh 2.09% 5.60% 2.77%
As % of the Processes & Methodologies category 2.36% 5.89% 2.95%
Number of daily rates quoted 11 60 38
10th Percentile £480 £406 £416
25th Percentile £485 £447 £463
Median daily rate (50th Percentile) £500 £490 £501
Median % change year-on-year +2.15% -2.34% +10.16%
75th Percentile £507 £508 £542
90th Percentile £538 £550 £620
Scotland median daily rate £486 £490 £500
% change year-on-year -0.87% -2.00% +11.11%

All Process and Methodology Skills
Edinburgh

ETL is in the Processes and Methodologies 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 process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 720 1,240 1,828
As % of all contract IT jobs advertised in Edinburgh 88.34% 95.17% 93.70%
Number of daily rates quoted 421 884 1,254
10th Percentile £228 £254 £257
25th Percentile £413 £406 £401
Median daily rate (50th Percentile) £483 £475 £475
Median % change year-on-year +1.68% - +11.76%
75th Percentile £575 £545 £568
90th Percentile £675 £625 £638
Scotland median daily rate £475 £475 £465
% change year-on-year - +2.15% +9.41%
Number of hourly rates quoted 31 11 17
10th Percentile £15.10 £13.16 £14.84
25th Percentile £16.25 £17.72 £17.50
Median hourly rate £22.87 £21.26 £40.00
Median % change year-on-year +7.57% -46.85% -26.57%
75th Percentile £60.75 £53.75 £53.75
90th Percentile - £54.50 £53.97
Scotland median hourly rate £19.34 £17.72 £40.00
% change year-on-year +9.11% -55.69% -0.01%

ETL
Job Vacancy Trend in Edinburgh

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

Job vacancy trend for ETL in Edinburgh

ETL
Contractor Daily Rate Trend in Edinburgh

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

Daily rate trend for ETL in Edinburgh

ETL
Daily Rate Histogram in Edinburgh

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

Daily rate histogram for ETL in Edinburgh

ETL
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 (11.76%) Apache Spark
1 2 (11.76%) CMS
2 1 (5.88%) Apache Airflow
Cloud Services
1 5 (29.41%) AWS
1 5 (29.41%) Azure
2 4 (23.53%) Dynamics 365
3 3 (17.65%) Amazon S3
3 3 (17.65%) AWS CloudFormation
3 3 (17.65%) AWS Lambda
3 3 (17.65%) GCP
3 3 (17.65%) Power Platform
3 3 (17.65%) Serverless
4 2 (11.76%) OpenShift
5 1 (5.88%) Amazon CloudWatch
5 1 (5.88%) Amazon SageMaker
5 1 (5.88%) Azure Data Factory
5 1 (5.88%) Azure Synapse Analytics
5 1 (5.88%) Cloud Run
5 1 (5.88%) Google Data Studio
5 1 (5.88%) Rekognition
5 1 (5.88%) Snowflake
5 1 (5.88%) Textract
Database & Business Intelligence
1 4 (23.53%) Data Warehouse
1 4 (23.53%) Star Schema
2 3 (17.65%) Amazon Aurora
2 3 (17.65%) PostgreSQL
2 3 (17.65%) Power BI
3 2 (11.76%) BigQuery
3 2 (11.76%) Elasticsearch
3 2 (11.76%) MongoDB
4 1 (5.88%) Big Data
4 1 (5.88%) Data Lake
4 1 (5.88%) Hadoop
4 1 (5.88%) NoSQL
4 1 (5.88%) Oracle Database
4 1 (5.88%) Spark SQL
4 1 (5.88%) SQL Server
4 1 (5.88%) Tableau
Development Applications
1 3 (17.65%) ER Studio
2 2 (11.76%) Cypress.io
2 2 (11.76%) GitLab
3 1 (5.88%) Git
3 1 (5.88%) Jenkins
3 1 (5.88%) JIRA
General
1 5 (29.41%) Finance
2 4 (23.53%) Public Sector
3 2 (11.76%) Social Skills
4 1 (5.88%) Banking
4 1 (5.88%) Retail
4 1 (5.88%) Tech for Good
Job Titles
1 5 (29.41%) Developer
2 4 (23.53%) Analyst
2 4 (23.53%) Data Engineer
2 4 (23.53%) Dynamics 365 Analyst
2 4 (23.53%) Functional Analyst
3 3 (17.65%) Data Modeller
4 2 (11.76%) Architect
4 2 (11.76%) Finance Modeller
4 2 (11.76%) Lead
4 2 (11.76%) Pega Developer
5 1 (5.88%) AWS Data Engineer
5 1 (5.88%) AWS Engineer
5 1 (5.88%) Cloud Architect
5 1 (5.88%) Dynamics 365 Architect
5 1 (5.88%) Full Stack Java Developer
5 1 (5.88%) Functional Architect
5 1 (5.88%) GCP Architect
5 1 (5.88%) GCP Data Architect
5 1 (5.88%) GCP Data Engineer
5 1 (5.88%) GCP Engineer
Libraries, Frameworks & Software Standards
1 3 (17.65%) AWS CDK
2 2 (11.76%) JSON
2 2 (11.76%) JSP
2 2 (11.76%) React
3 1 (5.88%) CSS
3 1 (5.88%) HTML
3 1 (5.88%) Kafka
3 1 (5.88%) Node.js
3 1 (5.88%) OAuth
3 1 (5.88%) OAuth2
3 1 (5.88%) PySpark
3 1 (5.88%) RabbitMQ
3 1 (5.88%) Spring
3 1 (5.88%) Spring Boot
3 1 (5.88%) Spring Security
Miscellaneous
1 2 (11.76%) Data Protection Act
1 2 (11.76%) Legacy Systems
2 1 (5.88%) Renewable Energy
Operating Systems
1 1 (5.88%) Unix
Processes & Methodologies
1 10 (58.82%) Agile
2 9 (52.94%) Data Modelling
3 5 (29.41%) Business Intelligence
3 5 (29.41%) Roadmaps
4 4 (23.53%) Customer Service
4 4 (23.53%) Infrastructure as Code
4 4 (23.53%) Pair Programming
4 4 (23.53%) Requirements Analysis
4 4 (23.53%) Technology Strategy
4 4 (23.53%) Technology Transformation
5 3 (17.65%) Analytics
5 3 (17.65%) Backlog Management
5 3 (17.65%) Code Coverage
5 3 (17.65%) Code Quality
5 3 (17.65%) Data Protection
5 3 (17.65%) Dimensional Modelling
5 3 (17.65%) Human-Centred Design
5 3 (17.65%) Inclusive Design
5 3 (17.65%) Test Automation
5 3 (17.65%) User Experience
Programming Languages
1 8 (47.06%) Python
2 5 (29.41%) Java
3 4 (23.53%) JavaScript
4 3 (17.65%) TypeScript
5 2 (11.76%) SQL
6 1 (5.88%) Bash
6 1 (5.88%) Perl
6 1 (5.88%) Shell Script
Quality Assurance & Compliance
1 3 (17.65%) Accessibility
2 2 (11.76%) Disclosure Scotland
System Software
1 2 (11.76%) Docker
Systems Management
1 2 (11.76%) Grafana
2 1 (5.88%) Kibana
2 1 (5.88%) Kubernetes
Vendors
1 5 (29.41%) Databricks
2 4 (23.53%) Microsoft
3 3 (17.65%) IDERA
4 2 (11.76%) Google
4 2 (11.76%) Pega
5 1 (5.88%) Oracle