Great Expectations Job Trends in Edinburgh

Great Expectations
Scotland > Edinburgh

The table below provides summary statistics and salary benchmarking for jobs advertised in Edinburgh requiring Great Expectations skills. It covers permanent job vacancies from the 6 months leading up to 14 March 2026, with comparisons to the same periods in the previous two years.

6 months to
14 Mar 2026
Same period 2025 Same period 2024
Rank 95 - -
Rank change year-on-year - - -
Permanent jobs citing Great Expectations 1 0 0
As % of all permanent jobs in Edinburgh 0.084% - -
As % of the Libraries, Frameworks & Software Standards category 0.45% - -
Number of salaries quoted 1 0 0
10th Percentile - - -
25th Percentile £45,000 - -
Median annual salary (50th Percentile) £50,000 - -
75th Percentile £55,000 - -
90th Percentile - - -
Scotland median annual salary £50,000 - -

All Software Libraries and Frameworks
Edinburgh

Great Expectations falls under the Software Libraries and Frameworks category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring technical specification, industry standards, software libraries and framework skills in Edinburgh.

Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 223 280 370
As % of all permanent jobs advertised in Edinburgh 18.74% 28.51% 28.91%
Number of salaries quoted 94 192 289
10th Percentile £28,250 £40,125 £47,500
25th Percentile £33,563 £51,250 £55,000
Median annual salary (50th Percentile) £57,500 £65,000 £65,000
Median % change year-on-year -11.54% - -2.41%
75th Percentile £73,375 £86,439 £75,000
90th Percentile £80,000 £99,847 £91,934
Scotland median annual salary £60,000 £57,500 £60,000
% change year-on-year +4.35% -4.17% -

Great Expectations
Co-Occurring Skills & Capabilities in Edinburgh 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%) Apache
1 1 (100.00%) Apache Airflow
Cloud Services
1 1 (100.00%) Cloud Composer
1 1 (100.00%) Dataform
1 1 (100.00%) GCP
Database & Business Intelligence
1 1 (100.00%) Big Data
1 1 (100.00%) BigQuery
1 1 (100.00%) Metadata
General
1 1 (100.00%) Inclusion and Diversity
Job Titles
1 1 (100.00%) Big Data Engineer
1 1 (100.00%) Data Engineer
1 1 (100.00%) Senior
1 1 (100.00%) Senior Big Data Engineer
1 1 (100.00%) Senior Data Engineer
Processes & Methodologies
1 1 (100.00%) Agile
1 1 (100.00%) Data Modelling
1 1 (100.00%) Data Pipeline
1 1 (100.00%) DevOps
1 1 (100.00%) Metadata Management
1 1 (100.00%) Technical Leadership
1 1 (100.00%) User-Centered Design (UCD)
Programming Languages
1 1 (100.00%) Python
1 1 (100.00%) SQL
Quality Assurance & Compliance
1 1 (100.00%) Data Quality
Systems Management
1 1 (100.00%) Terraform
Vendors
1 1 (100.00%) Google