ETL Jobs in Glasgow

Extract, Transform and Load (ETL)
Scotland > Glasgow

The following table provides summary statistics for permanent job vacancies advertised in Glasgow with a requirement for ETL skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited ETL over the 6 months to 1 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
1 May 2024
Same period 2023 Same period 2022
Rank 117 109 59
Rank change year-on-year -8 -50 +23
Permanent jobs citing ETL 139 18 72
As % of all permanent jobs advertised in Glasgow 3.49% 1.14% 4.43%
As % of the Processes & Methodologies category 3.61% 1.18% 4.70%
Number of salaries quoted 24 11 52
10th Percentile £33,125 £45,000 £40,606
25th Percentile £45,938 £57,500 £43,500
Median annual salary (50th Percentile) £56,250 £67,003 £54,000
Median % change year-on-year -16.05% +24.08% +13.68%
75th Percentile £68,438 £72,324 £61,563
90th Percentile £77,500 £75,000 £65,000
Scotland median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - +10.00%

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 permanent job vacancies advertised in Glasgow with a requirement for process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 3,851 1,520 1,531
As % of all permanent jobs advertised in Glasgow 96.66% 96.08% 94.22%
Number of salaries quoted 820 669 862
10th Percentile £31,250 £32,500 £28,750
25th Percentile £41,250 £41,250 £36,250
Median annual salary (50th Percentile) £54,000 £55,000 £48,250
Median % change year-on-year -1.82% +13.99% +1.58%
75th Percentile £65,000 £69,987 £62,500
90th Percentile £77,550 £77,500 £75,000
Scotland median annual salary £52,500 £57,654 £52,500
% change year-on-year -8.94% +9.82% +5.00%

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
Salary Trend in Glasgow

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

Salary trend for ETL in Glasgow

ETL
Salary Histogram in Glasgow

Salary distribution for jobs citing ETL in Glasgow over the 6 months to 1 May 2024.

Salary histogram 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 38 (27.34%) Apache Spark
2 25 (17.99%) Apache
3 5 (3.60%) Tomcat
3 5 (3.60%) WebSphere
Applications
1 4 (2.88%) Microsoft Excel
Cloud Services
1 108 (77.70%) AWS
2 46 (33.09%) Cloud Computing
3 15 (10.79%) Azure
3 15 (10.79%) Power Platform
4 8 (5.76%) GCP
5 5 (3.60%) Azure Data Factory
5 5 (3.60%) IaaS
6 4 (2.88%) PaaS
6 4 (2.88%) SaaS
7 2 (1.44%) Fivetran
8 1 (0.72%) Azure DevOps
8 1 (0.72%) Azure Synapse Analytics
8 1 (0.72%) Power Automate
Database & Business Intelligence
1 43 (30.94%) NoSQL
2 19 (13.67%) SQL Server
3 17 (12.23%) Data Warehouse
4 15 (10.79%) Power BI
5 13 (9.35%) Big Data
6 10 (7.19%) SQL Server Integration Services
7 9 (6.47%) Data Lake
8 6 (4.32%) Azure SQL Database
8 6 (4.32%) PostgreSQL
9 5 (3.60%) Pentaho
10 4 (2.88%) RDBMS
10 4 (2.88%) Relational Database
11 2 (1.44%) MySQL
12 1 (0.72%) SQL Server Reporting Services
12 1 (0.72%) Tableau
Development Applications
1 5 (3.60%) Bitbucket
1 5 (3.60%) JIRA
General
1 114 (82.01%) Inclusion and Diversity
2 111 (79.86%) Law
3 107 (76.98%) Finance
4 59 (42.45%) Marketing
5 55 (39.57%) Legal
6 21 (15.11%) Presentation Skills
7 10 (7.19%) Social Skills
8 5 (3.60%) Games
9 4 (2.88%) Retail
10 3 (2.16%) Organisational Skills
11 1 (0.72%) Analytical Skills
Job Titles
1 86 (61.87%) Software Engineer
2 39 (28.06%) Senior
3 38 (27.34%) Lead
3 38 (27.34%) Lead Software Engineer
3 38 (27.34%) Senior Software Engineer
4 33 (23.74%) AWS Engineer
4 33 (23.74%) AWS Software Engineer
5 31 (22.30%) Data Engineer
6 21 (15.11%) Software Engineering Director
6 21 (15.11%) Technology Director
7 9 (6.47%) Big Data Engineer
7 9 (6.47%) Big Data Software Engineer
8 7 (5.04%) Principal Data Engineer
8 7 (5.04%) Principal Engineer
9 5 (3.60%) Applications Engineer
9 5 (3.60%) Applications Support
9 5 (3.60%) Applications Support Engineer
9 5 (3.60%) Software Support Engineer
9 5 (3.60%) Support Engineer
10 4 (2.88%) Azure Engineer
Libraries, Frameworks & Software Standards
1 34 (24.46%) PySpark
2 21 (15.11%) Apache NiFi
3 5 (3.60%) Kafka
4 2 (1.44%) GraphQL
4 2 (1.44%) REST
4 2 (1.44%) SOAP
5 1 (0.72%) Middleware
Miscellaneous
1 49 (35.25%) Algorithms
2 42 (30.22%) Onboarding
3 24 (17.27%) Product Ownership
4 21 (15.11%) Cloud Native
4 21 (15.11%) Taxonomies
5 5 (3.60%) Reference Data
6 4 (2.88%) Data Structures
7 3 (2.16%) Management Information System
8 1 (0.72%) IoT
Operating Systems
1 5 (3.60%) Linux
1 5 (3.60%) Unix
Processes & Methodologies
1 107 (76.98%) Software Engineering
2 97 (69.78%) Machine Learning
3 95 (68.35%) Agile
4 81 (58.27%) Operational Stability
4 81 (58.27%) SDLC
5 80 (57.55%) Problem-Solving
6 76 (54.68%) Artificial Intelligence
6 76 (54.68%) Data Pipeline
7 69 (49.64%) Decision-Making
8 68 (48.92%) CI/CD
9 64 (46.04%) Data Analysis
10 48 (34.53%) Risk Management
10 48 (34.53%) Visualisation
11 43 (30.94%) Analytics
11 43 (30.94%) Community of Practice
12 42 (30.22%) Client Onboarding
12 42 (30.22%) Continuous Improvement
12 42 (30.22%) KYC
13 38 (27.34%) Data Engineering
13 38 (27.34%) Data Modelling
Programming Languages
1 109 (78.42%) Python
2 72 (51.80%) SQL
3 43 (30.94%) Java
4 5 (3.60%) Shell Script
4 5 (3.60%) T-SQL
5 2 (1.44%) JavaScript
5 2 (1.44%) R
6 1 (0.72%) PL/SQL
6 1 (0.72%) PowerShell
Qualifications
1 5 (3.60%) Degree
2 4 (2.88%) Computer Science Degree
3 1 (0.72%) Azure Certification
Quality Assurance & Compliance
1 38 (27.34%) Data Quality
2 1 (0.72%) SLA
Systems Management
1 5 (3.60%) Grafana
1 5 (3.60%) ITRS Geneos
Vendors
1 69 (49.64%) Databricks
2 10 (7.19%) Oracle
3 6 (4.32%) Microsoft
4 5 (3.60%) AppDynamics
4 5 (3.60%) CA
4 5 (3.60%) Splunk
4 5 (3.60%) Sybase
5 4 (2.88%) Google
6 1 (0.72%) Informatica