ETL Contracts in Glasgow

Extract, Transform and Load (ETL)
Scotland > Glasgow

The following table provides summary statistics for contract job vacancies advertised in Glasgow 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 27 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
27 Apr 2024
Same period 2023 Same period 2022
Rank 76 70 60
Rank change year-on-year -6 -10 +1
Contract jobs citing ETL 8 16 28
As % of all contract jobs advertised in Glasgow 0.91% 1.75% 2.77%
As % of the Processes & Methodologies category 0.99% 1.85% 3.00%
Number of daily rates quoted 8 10 17
10th Percentile £428 £357 -
25th Percentile £466 £391 £363
Median daily rate (50th Percentile) £475 £481 £475
Median % change year-on-year -1.30% +1.32% +11.76%
75th Percentile £497 £590 £538
90th Percentile £506 £608 £638
Scotland median daily rate £486 £490 £500
% change year-on-year -0.87% -2.00% +11.11%
Number of hourly rates quoted 0 1 0
Median hourly rate - £35.00 -
Scotland median hourly rate - £35.00 -

All Process and Methodology Skills
Glasgow

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 Glasgow with a requirement for process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 806 864 934
As % of all contract IT jobs advertised in Glasgow 91.90% 94.43% 92.29%
Number of daily rates quoted 515 629 709
10th Percentile £280 £325 £256
25th Percentile £400 £410 £375
Median daily rate (50th Percentile) £475 £475 £450
Median % change year-on-year - +5.56% +9.76%
75th Percentile £588 £600 £538
90th Percentile £675 £701 £600
Scotland median daily rate £475 £475 £470
% change year-on-year - +1.06% +10.59%
Number of hourly rates quoted 40 27 12
10th Percentile £13.75 - £17.85
25th Percentile £16.00 £10.63 £21.00
Median hourly rate £21.13 £13.50 £32.90
Median % change year-on-year +56.50% -58.97% +31.61%
75th Percentile £44.14 £35.00 £44.63
90th Percentile £63.75 £59.47 £49.39
Scotland median hourly rate £19.34 £17.72 £33.00
% change year-on-year +9.11% -46.30% -21.43%

ETL
Job Vacancy Trend in Glasgow

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

Job vacancy trend for ETL in Glasgow

ETL
Contractor Daily Rate Trend in Glasgow

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

Daily rate trend for ETL in Glasgow

ETL
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 (12.50%) Apache
1 1 (12.50%) Apache Spark
Cloud Services
1 2 (25.00%) Amazon S3
1 2 (25.00%) AWS
1 2 (25.00%) AWS CloudFormation
1 2 (25.00%) AWS Lambda
1 2 (25.00%) Serverless
2 1 (12.50%) Amazon CloudWatch
2 1 (12.50%) Amazon SageMaker
2 1 (12.50%) Azure
2 1 (12.50%) Azure Data Factory
2 1 (12.50%) Azure Synapse Analytics
2 1 (12.50%) OpenShift
2 1 (12.50%) Power Platform
2 1 (12.50%) Rekognition
2 1 (12.50%) Snowflake
2 1 (12.50%) Textract
Database & Business Intelligence
1 5 (62.50%) Data Warehouse
2 4 (50.00%) Big Data
2 4 (50.00%) Parquet
3 2 (25.00%) Amazon Aurora
3 2 (25.00%) PostgreSQL
4 1 (12.50%) Data Lake
4 1 (12.50%) DTS
4 1 (12.50%) Elasticsearch
4 1 (12.50%) MongoDB
4 1 (12.50%) Oracle Database
4 1 (12.50%) Power BI
4 1 (12.50%) SQL Server Integration Services
4 1 (12.50%) SQL Server Reporting Services
General
1 4 (50.00%) Finance
1 4 (50.00%) Financial Institution
2 2 (25.00%) Public Sector
3 1 (12.50%) Pharmaceutical
3 1 (12.50%) Social Skills
Job Titles
1 6 (75.00%) Developer
2 3 (37.50%) Python Developer
3 1 (12.50%) Architect
3 1 (12.50%) Automation Developer
3 1 (12.50%) Azure Engineer
3 1 (12.50%) Data Engineer
3 1 (12.50%) Snowflake Architect
Libraries, Frameworks & Software Standards
1 4 (50.00%) Apache Avro
1 4 (50.00%) PySpark
2 2 (25.00%) AWS CDK
3 1 (12.50%) CSS
3 1 (12.50%) HTML
3 1 (12.50%) Node.js
3 1 (12.50%) React
Miscellaneous
1 4 (50.00%) Distributed Computing
2 1 (12.50%) Legacy Systems
Processes & Methodologies
1 4 (50.00%) Data Modelling
1 4 (50.00%) Software Engineering
2 2 (25.00%) Agile
2 2 (25.00%) Analytics
2 2 (25.00%) Coaching
2 2 (25.00%) Code Coverage
2 2 (25.00%) Code Quality
2 2 (25.00%) Community of Practice
2 2 (25.00%) Infrastructure as Code
2 2 (25.00%) Mentoring
2 2 (25.00%) Requirements Analysis
2 2 (25.00%) User Experience
3 1 (12.50%) Architecture Roadmap
3 1 (12.50%) CI/CD
3 1 (12.50%) Collaborative Working
3 1 (12.50%) Human-Centred Design
3 1 (12.50%) Inclusive Design
3 1 (12.50%) Problem-Solving
3 1 (12.50%) Product Roadmap
3 1 (12.50%) Roadmaps
Programming Languages
1 7 (87.50%) Python
2 2 (25.00%) Java
2 2 (25.00%) SQL
2 2 (25.00%) TypeScript
3 1 (12.50%) Bash
3 1 (12.50%) JavaScript
Qualifications
1 1 (12.50%) Computer Science Degree
1 1 (12.50%) Degree
1 1 (12.50%) Master's Degree
Quality Assurance & Compliance
1 4 (50.00%) Data Quality
2 3 (37.50%) Accessibility
System Software
1 1 (12.50%) Docker
Systems Management
1 1 (12.50%) Grafana
1 1 (12.50%) Kubernetes
Vendors
1 1 (12.50%) Databricks
1 1 (12.50%) Microsoft
1 1 (12.50%) Oracle