Hybrid/Remote Great Expectations Job Trends

Great Expectations
UK > Work from Home

The table below provides summary statistics and salary benchmarking for remote or hybrid work requiring Great Expectations skills. It covers permanent job vacancies from the 6 months leading up to 29 December 2025, with comparisons to the same periods in the previous two years.

6 months to
29 Dec 2025
Same period 2024 Same period 2023
Rank 369 448 -
Rank change year-on-year +79 - -
Permanent jobs citing Great Expectations 1 1 0
As % of all permanent jobs with remote/hybrid work options 0.007% 0.006% -
As % of the Libraries, Frameworks & Software Standards category 0.037% 0.019% -
Number of salaries quoted 1 0 0
10th Percentile - - -
25th Percentile £87,500 - -
Median annual salary (50th Percentile) £90,000 - -
75th Percentile £92,500 - -
90th Percentile - - -
UK median annual salary £87,500 - £95,000
% change year-on-year - - +5.56%

All Software Libraries and Frameworks
Work from Home

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 with remote or hybrid options requiring technical specification, industry standards, software libraries and framework skills.

Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 2,719 5,226 6,274
As % of all permanent jobs with a WFH option 17.88% 30.55% 30.57%
Number of salaries quoted 2,135 3,374 5,328
10th Percentile £40,000 £41,250 £41,250
25th Percentile £50,375 £50,000 £50,686
Median annual salary (50th Percentile) £67,500 £65,000 £65,000
Median % change year-on-year +3.85% - -
75th Percentile £85,000 £85,000 £83,750
90th Percentile £113,750 £110,000 £102,500
UK median annual salary £65,000 £65,000 £65,000
% change year-on-year - - -3.70%

Great Expectations
Job Vacancy Trend for Remote/Hybrid Jobs

Historical trend showing the proportion of permanent IT job postings citing Great Expectations and offering remote or hybrid work options relative to all permanent IT jobs advertised.

Great Expectations job vacancy trend for remote/hybrid jobs

Great Expectations
Salary Trend for Remote/Hybrid Jobs

Salary distribution trend for jobs with remote/hybrid work options citing Great Expectations.

Salary distribution trend for jobs with remote/hybrid work options citing Great Expectations

Great Expectations
Co-Occurring Skills & Capabilities in Remote/Hybrid Jobs 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 Spark
Cloud Services
1 1 (100.00%) Amazon EMR
1 1 (100.00%) Amazon S3
1 1 (100.00%) AWS
1 1 (100.00%) AWS Lambda
1 1 (100.00%) GitHub
1 1 (100.00%) GitHub Actions
1 1 (100.00%) Serverless
Database & Business Intelligence
1 1 (100.00%) Apache Hudi
1 1 (100.00%) Apache Iceberg
1 1 (100.00%) Delta Lake
Development Applications
1 1 (100.00%) Deequ
1 1 (100.00%) GitLab
1 1 (100.00%) Jenkins
General
1 1 (100.00%) Finance
1 1 (100.00%) Inclusion and Diversity
1 1 (100.00%) Social Skills
Job Titles
1 1 (100.00%) AWS Data Engineer
1 1 (100.00%) AWS Engineer
1 1 (100.00%) Data Engineer
Libraries, Frameworks & Software Standards
1 1 (100.00%) pytest
Processes & Methodologies
1 1 (100.00%) Agile
1 1 (100.00%) Analytics
1 1 (100.00%) Batch Processing
1 1 (100.00%) CI/CD
1 1 (100.00%) Clean Code
1 1 (100.00%) Data Engineering
1 1 (100.00%) Data Pipeline
1 1 (100.00%) ETL
1 1 (100.00%) Mentoring
1 1 (100.00%) Observability
1 1 (100.00%) Pair Programming
1 1 (100.00%) Software Engineering
1 1 (100.00%) Test Automation
Programming Languages
1 1 (100.00%) Python
Quality Assurance & Compliance
1 1 (100.00%) Data Quality