Data Ingestion Job Trends in Glasgow

Data Ingestion
Scotland > Glasgow

The table below provides summary statistics and salary benchmarking for jobs advertised in Glasgow requiring Data Ingestion skills. It covers permanent job vacancies from the 6 months leading up to 17 December 2025, with comparisons to the same periods in the previous two years.

6 months to
17 Dec 2025
Same period 2024 Same period 2023
Rank 58 - 107
Rank change year-on-year - - -4
Permanent jobs citing Data Ingestion 1 0 3
As % of all permanent jobs in Glasgow 0.14% - 0.31%
As % of the Processes & Methodologies category 0.18% - 0.32%
Number of salaries quoted 1 0 2
10th Percentile - - £48,500
25th Percentile - - £53,750
Median annual salary (50th Percentile) £60,000 - £65,000
Median % change year-on-year - - -21.52%
75th Percentile - - £73,750
90th Percentile - - £77,500
Scotland median annual salary £60,000 £100,000 £65,000
% change year-on-year -40.00% +53.85% -21.52%

All Process and Methodology Skills
Glasgow

Data Ingestion 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 550 707 932
As % of all permanent jobs advertised in Glasgow 78.24% 91.58% 97.39%
Number of salaries quoted 339 339 454
10th Percentile £29,000 £35,000 £28,590
25th Percentile £31,750 £41,250 £37,500
Median annual salary (50th Percentile) £50,000 £55,000 £52,500
Median % change year-on-year -9.09% +4.76% -
75th Percentile £68,750 £73,625 £65,000
90th Percentile £83,000 £91,500 £75,000
Scotland median annual salary £40,000 £55,000 £52,500
% change year-on-year -27.27% +4.76% -4.55%

Data Ingestion
Job Vacancy Trend in Glasgow

Historical trend showing the proportion of permanent IT job postings citing Data Ingestion relative to all permanent IT jobs advertised in Glasgow.

Data Ingestion job vacancy trend in Glasgow

Data Ingestion
Salary Trend in Glasgow

Salary distribution trend for jobs in Glasgow citing Data Ingestion.

Salary distribution trend for jobs in Glasgow citing Data Ingestion

Data Ingestion
Co-Occurring Skills & Capabilities in Glasgow by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 1 (100.00%) SharePoint
Cloud Services
1 1 (100.00%) Power Automate
1 1 (100.00%) Power Platform
1 1 (100.00%) PowerApps
Database & Business Intelligence
1 1 (100.00%) Metadata
1 1 (100.00%) Power BI
1 1 (100.00%) SQL Server
General
1 1 (100.00%) Analytical Skills
1 1 (100.00%) Social Skills
Job Titles
1 1 (100.00%) Automation Specialist
1 1 (100.00%) Compliance Specialist
Processes & Methodologies
1 1 (100.00%) Backlog Prioritisation
1 1 (100.00%) Business Intelligence
1 1 (100.00%) Change Control
1 1 (100.00%) Data Analysis
1 1 (100.00%) Data Engineering
1 1 (100.00%) Data Governance
1 1 (100.00%) Data Integration
1 1 (100.00%) Data Management
1 1 (100.00%) ETL
1 1 (100.00%) Incident Response
1 1 (100.00%) Migration
1 1 (100.00%) Problem-Solving
1 1 (100.00%) Project Management
1 1 (100.00%) Stakeholder Management
1 1 (100.00%) User Experience
1 1 (100.00%) Visualisation
Programming Languages
1 1 (100.00%) Python
1 1 (100.00%) SQL
Quality Assurance & Compliance
1 1 (100.00%) Data Quality
Vendors
1 1 (100.00%) Dataiku
1 1 (100.00%) Microsoft