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 31 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
31 May 2024
Same period 2023 Same period 2022
Rank 55 46 71
Rank change year-on-year -9 +25 -18
Contract jobs citing ETL 21 60 64
As % of all contract jobs advertised in Edinburgh 2.43% 5.10% 3.37%
As % of the Processes & Methodologies category 2.85% 5.42% 3.59%
Number of daily rates quoted 14 52 47
10th Percentile £488 £425 £419
25th Percentile £496 £458 £459
Median daily rate (50th Percentile) £500 £495 £500
Median % change year-on-year +1.01% -1.00% +9.89%
75th Percentile - £508 £541
90th Percentile £528 £550 £614
Scotland median daily rate £500 £497 £500
% change year-on-year +0.67% -0.66% +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 738 1,106 1,785
As % of all contract IT jobs advertised in Edinburgh 85.32% 93.97% 94.00%
Number of daily rates quoted 434 776 1,224
10th Percentile £214 £225 £272
25th Percentile £363 £400 £413
Median daily rate (50th Percentile) £475 £475 £480
Median % change year-on-year - -1.04% +12.94%
75th Percentile £556 £538 £570
90th Percentile £656 £604 £638
Scotland median daily rate £463 £475 £475
% change year-on-year -2.63% - +11.76%
Number of hourly rates quoted 33 6 13
10th Percentile £13.30 £11.83 £15.53
25th Percentile £16.25 £14.30 £17.50
Median hourly rate £19.17 £19.49 £26.00
Median % change year-on-year -1.64% -25.04% -52.27%
75th Percentile £60.75 £21.57 £48.75
90th Percentile - £37.71 £53.20
Scotland median hourly rate £19.50 £14.50 £37.43
% change year-on-year +34.48% -61.26% -6.43%

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 31 May 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 (9.52%) Apache Spark
2 1 (4.76%) Apache Airflow
Cloud Services
1 8 (38.10%) Azure
2 7 (33.33%) Dynamics 365
3 6 (28.57%) AWS
4 4 (19.05%) Amazon S3
4 4 (19.05%) AWS CloudFormation
4 4 (19.05%) AWS Lambda
4 4 (19.05%) Serverless
5 3 (14.29%) GCP
5 3 (14.29%) OpenShift
5 3 (14.29%) Power Platform
6 2 (9.52%) Textract
7 1 (4.76%) Amazon CloudWatch
7 1 (4.76%) Azure Data Factory
7 1 (4.76%) Azure Synapse Analytics
7 1 (4.76%) Cloud Run
7 1 (4.76%) Google Data Studio
7 1 (4.76%) Snowflake
Database & Business Intelligence
1 4 (19.05%) Amazon Aurora
1 4 (19.05%) Data Warehouse
1 4 (19.05%) PostgreSQL
1 4 (19.05%) Star Schema
2 3 (14.29%) Power BI
3 2 (9.52%) BigQuery
3 2 (9.52%) Elasticsearch
3 2 (9.52%) MongoDB
4 1 (4.76%) Big Data
4 1 (4.76%) Data Lake
4 1 (4.76%) Hadoop
4 1 (4.76%) NoSQL
4 1 (4.76%) Oracle Database
4 1 (4.76%) Spark SQL
4 1 (4.76%) SQL Server
4 1 (4.76%) Tableau
Development Applications
1 3 (14.29%) ER Studio
2 1 (4.76%) Git
2 1 (4.76%) Jenkins
General
1 7 (33.33%) Finance
2 4 (19.05%) Public Sector
3 3 (14.29%) Social Skills
4 1 (4.76%) Banking
4 1 (4.76%) Retail
4 1 (4.76%) Tech for Good
Job Titles
1 5 (23.81%) Project Manager
2 4 (19.05%) Analyst
2 4 (19.05%) Data Engineer
2 4 (19.05%) Data Integration Manager
2 4 (19.05%) Developer
2 4 (19.05%) Dynamics 365 Analyst
2 4 (19.05%) Functional Analyst
2 4 (19.05%) Integration Manager
2 4 (19.05%) Integration Project Manager
3 3 (14.29%) Data Modeller
4 2 (9.52%) Architect
4 2 (9.52%) Automation Developer
4 2 (9.52%) Finance Modeller
4 2 (9.52%) Lead
5 1 (4.76%) AWS Data Engineer
5 1 (4.76%) Dynamics 365 Architect
5 1 (4.76%) Dynamics 365 Project Manager
5 1 (4.76%) GCP Architect
5 1 (4.76%) GCP Data Architect
5 1 (4.76%) GCP Data Engineer
Libraries, Frameworks & Software Standards
1 4 (19.05%) AWS CDK
2 2 (9.52%) PyTorch
2 2 (9.52%) React
2 2 (9.52%) SpaCy
3 1 (4.76%) CSS
3 1 (4.76%) HTML
3 1 (4.76%) Kafka
3 1 (4.76%) Node.js
3 1 (4.76%) OAuth
3 1 (4.76%) OAuth2
3 1 (4.76%) PySpark
3 1 (4.76%) RabbitMQ
3 1 (4.76%) Spring
3 1 (4.76%) Spring Boot
3 1 (4.76%) Spring Security
Miscellaneous
1 3 (14.29%) Data Protection Act
2 2 (9.52%) Legacy Systems
3 1 (4.76%) Renewable Energy
Operating Systems
1 1 (4.76%) Unix
Processes & Methodologies
1 12 (57.14%) Agile
2 9 (42.86%) Data Modelling
3 5 (23.81%) Data Migration
3 5 (23.81%) Migration
3 5 (23.81%) Requirements Analysis
3 5 (23.81%) Roadmaps
3 5 (23.81%) Stakeholder Management
4 4 (19.05%) Business Intelligence
4 4 (19.05%) Code Coverage
4 4 (19.05%) Code Quality
4 4 (19.05%) CRM
4 4 (19.05%) Customer Service
4 4 (19.05%) Data Protection
4 4 (19.05%) Data Transformation
4 4 (19.05%) Infrastructure as Code
4 4 (19.05%) Technology Strategy
4 4 (19.05%) Technology Transformation
4 4 (19.05%) User Experience
5 3 (14.29%) Coaching
5 3 (14.29%) Mentoring
Programming Languages
1 9 (42.86%) Python
2 4 (19.05%) TypeScript
3 2 (9.52%) Java
3 2 (9.52%) JavaScript
3 2 (9.52%) SQL
4 1 (4.76%) Bash
4 1 (4.76%) Perl
4 1 (4.76%) Shell Script
Quality Assurance & Compliance
1 4 (19.05%) Accessibility
2 1 (4.76%) Disclosure Scotland
System Software
1 3 (14.29%) Docker
Systems Management
1 3 (14.29%) Grafana
2 2 (9.52%) Kubernetes
3 1 (4.76%) Kibana
Vendors
1 5 (23.81%) Databricks
2 4 (19.05%) Alteryx
2 4 (19.05%) Microsoft
3 3 (14.29%) Cognizant
3 3 (14.29%) IDERA
4 2 (9.52%) Google
5 1 (4.76%) Oracle