ETL Jobs in Glasgow

Extract, Transform and Load (ETL)
Scotland > Glasgow

The table below provides summary statistics for permanent job vacancies advertised in Glasgow requiring ETL skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited ETL over the 6 months leading up to 10 June 2024, comparing them to the same period in the previous two years.

6 months to
10 Jun 2024
Same period 2023 Same period 2022
Rank 123 110 66
Rank change year-on-year -13 -44 +3
Permanent jobs citing ETL 118 14 64
As % of all permanent jobs advertised in Glasgow 3.04% 0.93% 3.93%
As % of the Processes & Methodologies category 3.19% 0.97% 4.15%
Number of salaries quoted 22 11 44
10th Percentile £41,750 £51,250 £31,000
25th Percentile £46,250 £53,125 £43,750
Median annual salary (50th Percentile) £60,000 £67,003 £55,000
Median % change year-on-year -10.45% +21.82% +22.22%
75th Percentile £75,938 £69,649 £61,563
90th Percentile £77,500 £75,000 £65,000
Scotland median annual salary £65,000 £57,500 £55,000
% change year-on-year +13.04% +4.55% +10.00%

All Process and Methodology Skills
Glasgow

ETL falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring process or methodology skills in Glasgow.

Permanent vacancies with a requirement for process or methodology skills 3,697 1,450 1,543
As % of all permanent jobs advertised in Glasgow 95.26% 96.67% 94.84%
Number of salaries quoted 905 621 809
10th Percentile £30,000 £32,500 £30,442
25th Percentile £41,250 £42,500 £38,000
Median annual salary (50th Percentile) £53,000 £55,000 £50,000
Median % change year-on-year -3.64% +10.00% +5.26%
75th Percentile £65,000 £69,649 £65,000
90th Percentile £80,000 £77,500 £77,100
Scotland median annual salary £52,500 £57,500 £55,000
% change year-on-year -8.70% +4.55% +10.00%

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 10 June 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 32 (27.12%) Apache Spark
2 18 (15.25%) Apache
3 5 (4.24%) Tomcat
3 5 (4.24%) WebSphere
Applications
1 4 (3.39%) Microsoft Excel
Cloud Services
1 89 (75.42%) AWS
2 40 (33.90%) Cloud Computing
3 15 (12.71%) Azure
4 12 (10.17%) Power Platform
5 8 (6.78%) GCP
6 5 (4.24%) Azure Data Factory
6 5 (4.24%) IaaS
7 4 (3.39%) PaaS
7 4 (3.39%) SaaS
8 2 (1.69%) Fivetran
9 1 (0.85%) Azure DevOps
9 1 (0.85%) Azure Synapse Analytics
9 1 (0.85%) Power Automate
Database & Business Intelligence
1 37 (31.36%) NoSQL
2 16 (13.56%) SQL Server
3 14 (11.86%) Data Warehouse
4 12 (10.17%) Power BI
5 9 (7.63%) Data Lake
6 7 (5.93%) Big Data
6 7 (5.93%) SQL Server Integration Services
7 6 (5.08%) Azure SQL Database
7 6 (5.08%) PostgreSQL
8 5 (4.24%) Pentaho
9 4 (3.39%) RDBMS
9 4 (3.39%) Relational Database
10 2 (1.69%) MySQL
11 1 (0.85%) SQL Server Reporting Services
11 1 (0.85%) Tableau
Development Applications
1 5 (4.24%) Bitbucket
1 5 (4.24%) JIRA
General
1 95 (80.51%) Inclusion and Diversity
2 92 (77.97%) Law
3 88 (74.58%) Finance
4 49 (41.53%) Legal
5 46 (38.98%) Marketing
6 14 (11.86%) Presentation Skills
7 10 (8.47%) Social Skills
8 5 (4.24%) Games
9 3 (2.54%) Organisational Skills
10 1 (0.85%) Analytical Skills
10 1 (0.85%) Retail
Job Titles
1 74 (62.71%) Software Engineer
2 33 (27.97%) AWS Engineer
2 33 (27.97%) AWS Software Engineer
2 33 (27.97%) Senior
3 32 (27.12%) Lead
3 32 (27.12%) Lead Software Engineer
3 32 (27.12%) Senior Software Engineer
4 25 (21.19%) Data Engineer
5 14 (11.86%) Software Engineering Director
5 14 (11.86%) Technology Director
6 7 (5.93%) Principal Data Engineer
6 7 (5.93%) Principal Engineer
7 5 (4.24%) Applications Engineer
7 5 (4.24%) Applications Support
7 5 (4.24%) Applications Support Engineer
7 5 (4.24%) Software Support Engineer
7 5 (4.24%) Support Engineer
8 4 (3.39%) Azure Data Engineer
8 4 (3.39%) Azure Engineer
9 3 (2.54%) Big Data Engineer
Libraries, Frameworks & Software Standards
1 28 (23.73%) PySpark
2 14 (11.86%) Apache NiFi
3 5 (4.24%) Kafka
4 2 (1.69%) GraphQL
4 2 (1.69%) REST
4 2 (1.69%) SOAP
5 1 (0.85%) Middleware
5 1 (0.85%) React
5 1 (0.85%) Spring
5 1 (0.85%) Spring Boot
Miscellaneous
1 43 (36.44%) Algorithms
2 36 (30.51%) Onboarding
3 17 (14.41%) Product Ownership
4 14 (11.86%) Cloud Native
4 14 (11.86%) Taxonomies
5 5 (4.24%) Reference Data
6 4 (3.39%) Data Structures
7 3 (2.54%) Management Information System
8 1 (0.85%) IoT
8 1 (0.85%) Renewable Energy
Operating Systems
1 5 (4.24%) Linux
1 5 (4.24%) Unix
2 1 (0.85%) Android
2 1 (0.85%) Apple iOS
Processes & Methodologies
1 89 (75.42%) Software Engineering
2 84 (71.19%) Agile
3 78 (66.10%) Machine Learning
4 69 (58.47%) Operational Stability
4 69 (58.47%) SDLC
5 68 (57.63%) Problem-Solving
6 64 (54.24%) Artificial Intelligence
7 63 (53.39%) Data Pipeline
8 56 (47.46%) CI/CD
8 56 (47.46%) Decision-Making
9 51 (43.22%) Data Analysis
10 42 (35.59%) Risk Management
10 42 (35.59%) Visualisation
11 37 (31.36%) Community of Practice
12 36 (30.51%) Analytics
12 36 (30.51%) Client Onboarding
12 36 (30.51%) Continuous Improvement
12 36 (30.51%) KYC
13 32 (27.12%) Data Engineering
13 32 (27.12%) Tech Ops
Programming Languages
1 90 (76.27%) Python
2 63 (53.39%) SQL
3 38 (32.20%) Java
4 5 (4.24%) Shell Script
5 3 (2.54%) JavaScript
6 2 (1.69%) R
6 2 (1.69%) T-SQL
7 1 (0.85%) Kotlin
7 1 (0.85%) PL/SQL
7 1 (0.85%) PowerShell
Qualifications
1 5 (4.24%) Degree
2 4 (3.39%) Computer Science Degree
3 1 (0.85%) Azure Certification
Quality Assurance & Compliance
1 32 (27.12%) Data Quality
2 1 (0.85%) SLA
Systems Management
1 5 (4.24%) Grafana
1 5 (4.24%) ITRS Geneos
Vendors
1 56 (47.46%) Databricks
2 10 (8.47%) Oracle
3 6 (5.08%) Microsoft
4 5 (4.24%) AppDynamics
4 5 (4.24%) CA
4 5 (4.24%) Splunk
4 5 (4.24%) Sybase
5 4 (3.39%) Google
6 1 (0.85%) Informatica