Data Engineer Job Trends in Glasgow

Data Engineer
Scotland > Glasgow

The median Data Engineer salary in Glasgow is £50,000 per year, according to job vacancies posted during the 6 months leading to 18 September 2025.

The table below provides salary benchmarking and summary statistics, comparing them to the same period in the previous two years.

6 months to
18 Sep 2025
Same period 2024 Same period 2023
Rank 79 78 62
Rank change year-on-year -1 -16 +41
Permanent jobs requiring a Data Engineer 4 76 10
As % of all permanent jobs advertised in Glasgow 0.54% 4.06% 1.27%
As % of the Job Titles category 0.57% 4.12% 1.33%
Number of salaries quoted 2 9 8
10th Percentile £46,750 £45,250 £43,375
25th Percentile £47,500 £46,250 £43,750
Median annual salary (50th Percentile) £50,000 £65,000 £57,251
Median % change year-on-year -23.08% +13.53% +8.02%
75th Percentile £52,500 £67,500 £69,649
90th Percentile £53,250 £85,000 -
Scotland median annual salary £51,250 £65,000 £55,000
% change year-on-year -21.15% +18.18% -8.33%

All Permanent IT Job Vacancies
Glasgow

For comparison with the information above, the following table provides summary statistics for all permanent IT job vacancies in Glasgow. Most job vacancies include a discernible job title that can be normalized. As such, the figures in the second row provide an indication of the number of permanent jobs in our overall sample.

Permanent vacancies in Glasgow with a recognized job title 707 1,846 753
% of permanent jobs with a recognized job title 94.65% 98.51% 95.80%
Number of salaries quoted 289 653 589
10th Percentile £29,700 £31,496 £32,500
25th Percentile £35,000 £40,000 £42,000
Median annual salary (50th Percentile) £53,000 £52,500 £55,000
Median % change year-on-year +0.95% -4.55% +4.76%
75th Percentile £70,000 £69,000 £67,000
90th Percentile £85,000 £85,000 £75,000
Scotland median annual salary £50,000 £52,500 £52,500
% change year-on-year -4.76% - -4.55%

Data Engineer
Job Vacancy Trend in Glasgow

Job postings that featured Data Engineer in the job title as a proportion of all IT jobs advertised in Glasgow.

Job vacancy trend for Data Engineer in Glasgow

Data Engineer
Salary Trend in Glasgow

Salary distribution trend for Data Engineer job vacancies in Glasgow.

Salary distribution trend for Data Engineer job vacancies in Glasgow

Data Engineer Skill Set
Top 30 Co-occurring Skills and Capabilities in Glasgow

For the 6 months to 18 September 2025, Data Engineer job roles required the following skills and capabilities in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Glasgow region featuring Data Engineer in the job title.

1 3 (75.00%) Azure
1 3 (75.00%) AWS
2 2 (50.00%) Banking
2 2 (50.00%) Python
2 2 (50.00%) Finance
2 2 (50.00%) Law
2 2 (50.00%) Agile
2 2 (50.00%) Analytics
2 2 (50.00%) Inclusion and Diversity
2 2 (50.00%) Social Skills
2 2 (50.00%) Data Pipeline
3 1 (25.00%) Snowflake
3 1 (25.00%) Community of Practice
3 1 (25.00%) Power Platform
3 1 (25.00%) Operational Stability
3 1 (25.00%) Public Sector
3 1 (25.00%) PyTorch
3 1 (25.00%) Model Validation
3 1 (25.00%) Containerisation
3 1 (25.00%) Data Collection
3 1 (25.00%) Distributed Systems
3 1 (25.00%) Generative AI
3 1 (25.00%) LLM
3 1 (25.00%) Apache Iceberg
3 1 (25.00%) Apache Hudi
3 1 (25.00%) Deep Learning
3 1 (25.00%) Amazon Redshift
3 1 (25.00%) Docker
3 1 (25.00%) Pandas
3 1 (25.00%) Apache Spark

Data Engineer Skill Set
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 (25.00%) Apache
1 1 (25.00%) Apache Spark
Cloud Services
1 3 (75.00%) AWS
1 3 (75.00%) Azure
2 1 (25.00%) Amazon S3
2 1 (25.00%) GCP
2 1 (25.00%) Power Platform
2 1 (25.00%) Snowflake
Database & Business Intelligence
1 1 (25.00%) Amazon Athena
1 1 (25.00%) Amazon Redshift
1 1 (25.00%) Apache Hudi
1 1 (25.00%) Apache Iceberg
1 1 (25.00%) Big Data
1 1 (25.00%) BusinessObjects
1 1 (25.00%) Parquet
1 1 (25.00%) Power BI
1 1 (25.00%) SQL Server
Development Applications
1 1 (25.00%) Git
1 1 (25.00%) JUnit
General
1 2 (50.00%) Banking
1 2 (50.00%) Finance
1 2 (50.00%) Inclusion and Diversity
1 2 (50.00%) Law
1 2 (50.00%) Social Skills
2 1 (25.00%) Public Sector
Libraries, Frameworks & Software Standards
1 1 (25.00%) Kafka
1 1 (25.00%) NumPy
1 1 (25.00%) Pandas
1 1 (25.00%) PyTorch
1 1 (25.00%) REST
1 1 (25.00%) scikit-learn
Miscellaneous
1 1 (25.00%) Algorithms
1 1 (25.00%) Distributed Systems
Processes & Methodologies
1 2 (50.00%) Agile
1 2 (50.00%) Analytics
1 2 (50.00%) Data Pipeline
2 1 (25.00%) Artificial Intelligence
2 1 (25.00%) Community of Practice
2 1 (25.00%) Containerisation
2 1 (25.00%) Data Analysis
2 1 (25.00%) Data Collection
2 1 (25.00%) Data Engineering
2 1 (25.00%) Deep Learning
2 1 (25.00%) Generative AI
2 1 (25.00%) LLM
2 1 (25.00%) Model Validation
2 1 (25.00%) Operational Stability
2 1 (25.00%) Problem-Solving
2 1 (25.00%) SDLC
2 1 (25.00%) Software Engineering
2 1 (25.00%) Statistical Analysis
2 1 (25.00%) Statistics
2 1 (25.00%) TDD
Programming Languages
1 2 (50.00%) Python
2 1 (25.00%) Bash
2 1 (25.00%) Java
2 1 (25.00%) PowerShell
2 1 (25.00%) Shell Script
System Software
1 1 (25.00%) Docker
Systems Management
1 1 (25.00%) Terraform
Vendors
1 1 (25.00%) Databricks
1 1 (25.00%) Google
1 1 (25.00%) Microsoft