Hybrid/Remote Great Expectations Contract Job Trends

Great Expectations
UK > Work from Home

The table below provides summary statistics and contractor rates for remote or hybrid contract work requiring Great Expectations skills. It covers contract 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 306 310 -
Rank change year-on-year +4 - -
Contract jobs citing Great Expectations 6 1 0
As % of all contract jobs with remote/hybrid work options 0.059% 0.009% -
As % of the Libraries, Frameworks & Software Standards category 0.22% 0.036% -
Number of daily rates quoted 5 0 0
10th Percentile £420 - -
25th Percentile £450 - -
Median daily rate (50th Percentile) £600 - -
75th Percentile - - -
90th Percentile £614 - -
UK median daily rate £603 £525 £575
% change year-on-year +14.76% -8.70% +9.52%

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

Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 2,699 2,791 3,957
As % of all contract jobs with a WFH option 26.53% 24.54% 23.93%
Number of daily rates quoted 1,763 1,836 2,878
10th Percentile £356 £325 £349
25th Percentile £420 £413 £425
Median daily rate (50th Percentile) £525 £525 £525
Median % change year-on-year - - -4.55%
75th Percentile £638 £646 £645
90th Percentile £750 £775 £750
UK median daily rate £505 £540 £550
% change year-on-year -6.48% -1.82% -4.35%
Number of hourly rates quoted 75 24 44
10th Percentile £31.25 £21.48 £40.09
25th Percentile £41.25 £26.50 £53.75
Median hourly rate £65.00 £61.25 £65.00
Median % change year-on-year +6.12% -5.77% -
75th Percentile - £75.00 £77.81
90th Percentile £67.00 £91.88 £90.25
UK median hourly rate £60.50 £62.50 £53.50
% change year-on-year -3.20% +16.82% -17.69%

Great Expectations
Job Vacancy Trend for Remote/Hybrid Jobs

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

Great Expectations job vacancy trend for remote/hybrid jobs

Great Expectations
Daily Rate Trend for Remote/Hybrid Jobs

Contractor daily rate distribution trend for jobs with remote/hybrid work options citing Great Expectations.

Contractor daily rate distribution trend for jobs with remote/hybrid work options citing Great Expectations

Great Expectations
Daily Rate Histogram for Remote/Hybrid Jobs

Daily rate distribution for jobs with remote/hybrid work options citing Great Expectations over the 6 months to 29 December 2025.

Great Expectations daily rate histogram for jobs with remote/hybrid work options

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:

Cloud Services
1 5 (83.33%) Azure
1 5 (83.33%) GitHub
1 5 (83.33%) GitHub Actions
2 4 (66.67%) Azure Synapse Analytics
3 2 (33.33%) AWS
4 1 (16.67%) Amazon CloudWatch
4 1 (16.67%) Amazon EventBridge
4 1 (16.67%) Amazon S3
4 1 (16.67%) GCP
Database & Business Intelligence
1 4 (66.67%) Azure SQL Database
1 4 (66.67%) Delta Lake
1 4 (66.67%) Parquet
2 1 (16.67%) Amazon Athena
Development Applications
1 1 (16.67%) Jenkins
1 1 (16.67%) JMeter
1 1 (16.67%) Locust
General
1 4 (66.67%) Billing
2 2 (33.33%) Social Skills
3 1 (16.67%) Analytical Skills
3 1 (16.67%) Documentation Skills
3 1 (16.67%) Public Sector
Job Titles
1 2 (33.33%) Software Engineer
1 2 (33.33%) Tester
2 1 (16.67%) Automation Tester
2 1 (16.67%) Data Engineer
2 1 (16.67%) Developer
2 1 (16.67%) QA Tester
Libraries, Frameworks & Software Standards
1 4 (66.67%) JSON
1 4 (66.67%) PySpark
2 2 (33.33%) pytest
3 1 (16.67%) Gherkin
Miscellaneous
1 1 (16.67%) Analytical Mindset
Processes & Methodologies
1 6 (100.00%) CI/CD
1 6 (100.00%) Validation
2 4 (66.67%) Containerisation
2 4 (66.67%) Observability
2 4 (66.67%) RBAC
3 3 (50.00%) Change Data Capture
3 3 (50.00%) Cost Optimisation
3 3 (50.00%) Performance Optimisation
4 2 (33.33%) Data Pipeline
4 2 (33.33%) Data Validation
4 2 (33.33%) Software Engineering
4 2 (33.33%) Test Automation
5 1 (16.67%) Agile
5 1 (16.67%) AI
5 1 (16.67%) BDD
5 1 (16.67%) Continuous Integration
5 1 (16.67%) Load Testing
5 1 (16.67%) Machine Learning
5 1 (16.67%) Open Source
5 1 (16.67%) Performance Testing
Programming Languages
1 6 (100.00%) SQL
2 2 (33.33%) Python
Qualifications
1 3 (50.00%) CTC Cleared
1 3 (50.00%) Security Cleared
Quality Assurance & Compliance
1 3 (50.00%) Data Quality
2 1 (16.67%) QA
Vendors
1 4 (66.67%) Databricks