Data Ingestion Jobs in Scotland

Data Ingestion
UK > Scotland

The table below provides summary statistics for permanent job vacancies advertised in Scotland requiring Data Ingestion skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited Data Ingestion over the 6 months leading up to 6 May 2025, comparing them to the same period in the previous two years.

6 months to
6 May 2025
Same period 2024 Same period 2023
Rank 155 249 -
Rank change year-on-year +94 - -
Permanent jobs citing Data Ingestion 5 34 0
As % of all permanent jobs advertised in Scotland 0.17% 0.50% -
As % of the Processes & Methodologies category 0.19% 0.54% -
Number of salaries quoted 2 5 0
Median annual salary (50th Percentile) £100,000 £75,000 -
Median % change year-on-year +33.33% - -
UK median annual salary £66,250 £75,000 £75,100
% change year-on-year -11.67% -0.13% +0.13%

All Process and Methodology Skills
Scotland

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 Scotland.

Permanent vacancies with a requirement for process or methodology skills 2,693 6,250 4,441
As % of all permanent jobs advertised in Scotland 92.38% 92.80% 94.25%
Number of salaries quoted 1,350 2,418 2,230
10th Percentile £31,250 £28,750 £32,499
25th Percentile £44,000 £40,500 £42,000
Median annual salary (50th Percentile) £55,000 £52,500 £57,500
Median % change year-on-year +4.76% -8.70% +9.52%
75th Percentile £63,750 £65,000 £73,750
90th Percentile £83,738 £80,000 £85,000
UK median annual salary £57,500 £55,000 £61,500
% change year-on-year +4.55% -10.57% +2.50%

Data Ingestion
Job Vacancy Trend in Scotland

Job postings citing Data Ingestion as a proportion of all IT jobs advertised in Scotland.

Job vacancy trend for Data Ingestion in Scotland

Data Ingestion
Salary Trend in Scotland

3-month moving average salary quoted in jobs citing Data Ingestion in Scotland.

Salary trend for Data Ingestion in Scotland

Data Ingestion
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Ingestion within the Scotland region over the 6 months to 6 May 2025. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
Edinburgh - 4 £100,000 -
Glasgow +145 1 - - 1
Data Ingestion
UK

Data Ingestion
Co-occurring Skills and Capabilities in Scotland 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 (20.00%) Apache Airflow
Cloud Services
1 3 (60.00%) Azure
2 2 (40.00%) Azure Synapse Analytics
3 1 (20.00%) Amazon S3
3 1 (20.00%) AWS
3 1 (20.00%) Azure Data Factory
3 1 (20.00%) Azure Stack
3 1 (20.00%) Power Platform
3 1 (20.00%) Snowflake
Database & Business Intelligence
1 3 (60.00%) Data Warehouse
2 1 (20.00%) Azure SQL Database
2 1 (20.00%) Data Lake
2 1 (20.00%) NoSQL
2 1 (20.00%) Power BI
General
1 4 (80.00%) Social Skills
Job Titles
1 3 (60.00%) Architect
1 3 (60.00%) Azure Architect
2 2 (40.00%) Azure Data Architect
2 2 (40.00%) Data Architect
2 2 (40.00%) Data Engineer
3 1 (20.00%) Security Architect
3 1 (20.00%) Solutions Architect
Libraries, Frameworks & Software Standards
1 2 (40.00%) PySpark
Processes & Methodologies
1 4 (80.00%) Data Architecture
1 4 (80.00%) Data Engineering
1 4 (80.00%) Data Modelling
2 3 (60.00%) Analytics
2 3 (60.00%) ETL
3 2 (40.00%) Customer Experience
3 2 (40.00%) Data Cleansing
3 2 (40.00%) Data Governance
3 2 (40.00%) Data Pipeline
3 2 (40.00%) Data Security
3 2 (40.00%) Decision-Making
3 2 (40.00%) Performance Optimisation
3 2 (40.00%) Software Engineering
4 1 (20.00%) Architectural Design
4 1 (20.00%) Customer Requirements
4 1 (20.00%) Data Migration
4 1 (20.00%) Data Science
4 1 (20.00%) Design Patterns
4 1 (20.00%) Re-Platforming
4 1 (20.00%) Thought Leadership
Programming Languages
1 1 (20.00%) SQL
Quality Assurance & Compliance
1 2 (40.00%) Data Quality
2 1 (20.00%) QA
Vendors
1 2 (40.00%) Databricks
1 2 (40.00%) Microsoft
2 1 (20.00%) StreamSets