Great Expectations Contracts with Hybrid/Remote/WFH Options

Great Expectations
UK > Work from Home

The table below provides summary statistics for remote or hybrid contract work requiring Great Expectations skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Great Expectations over the 6 months leading up to 1 May 2025, comparing them to the same period in the previous two years.

6 months to
1 May 2025
Same period 2024 Same period 2023
Rank 303 343 476
Rank change year-on-year +40 +133 +152
Contract jobs citing Great Expectations 1 2 1
As % of all contract jobs with a WFH option 0.010% 0.013% 0.004%
As % of the Libraries, Frameworks & Software Standards category 0.039% 0.055% 0.015%
Number of daily rates quoted 1 2 1
10th Percentile - £518 -
25th Percentile £463 £532 £413
Median daily rate (50th Percentile) £475 £559 £425
Median % change year-on-year -15.02% +31.51% -22.73%
75th Percentile £488 £582 £438
90th Percentile - £593 -
UK median daily rate £475 £500 £425
% change year-on-year -5.00% +17.65% -22.73%

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 2,564 3,665 6,520
As % of all contract jobs with a WFH option 25.89% 23.88% 25.22%
Number of daily rates quoted 1,870 2,555 4,857
10th Percentile £365 £331 £395
25th Percentile £425 £428 £450
Median daily rate (50th Percentile) £525 £525 £540
Median % change year-on-year - -2.78% -0.46%
75th Percentile £650 £650 £663
90th Percentile £825 £775 £753
UK median daily rate £525 £530 £550
% change year-on-year -0.94% -3.64% -
Number of hourly rates quoted 31 93 80
10th Percentile £52.50 £28.00 £22.50
25th Percentile £61.25 - £42.13
Median hourly rate £65.00 £43.00 £63.25
Median % change year-on-year +51.16% -32.02% +29.08%
75th Percentile £70.25 £62.00 £75.00
90th Percentile £93.75 £72.50 £80.25
UK median hourly rate £65.00 £46.18 £65.00
% change year-on-year +40.75% -28.95% +32.65%

Great Expectations
Trend for Jobs with a WFH Option

Job vacancies with remote working options citing Great Expectations as a proportion of all IT jobs advertised.

Great Expectations trend for jobs with Hybrid/Remote/WFH options

Great Expectations
Daily Rate Trend for Jobs with a WFH Option

3-month moving average daily rate quoted in job vacancies with remote working options citing Great Expectations.

Great Expectations daily rate for jobs with a WFH option

Great Expectations
Co-occurring Skills and Capabilities with WFH Options 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 (100.00%) Apache
1 1 (100.00%) Apache Airflow
Cloud Services
1 1 (100.00%) AWS
1 1 (100.00%) Azure
1 1 (100.00%) dbt
1 1 (100.00%) GCP
1 1 (100.00%) GitHub
1 1 (100.00%) GitHub Actions
1 1 (100.00%) Snowflake
Database & Business Intelligence
1 1 (100.00%) Airbyte
1 1 (100.00%) Amazon QuickSight
1 1 (100.00%) Amazon Redshift
1 1 (100.00%) BigQuery
1 1 (100.00%) DynamoDB
1 1 (100.00%) MongoDB
1 1 (100.00%) PostgreSQL
Job Titles
1 1 (100.00%) Data Engineer
Libraries, Frameworks & Software Standards
1 1 (100.00%) Django
1 1 (100.00%) FastAPI
1 1 (100.00%) Flask
1 1 (100.00%) Kafka
1 1 (100.00%) Node.js
1 1 (100.00%) pytest
1 1 (100.00%) Spring Boot
Miscellaneous
1 1 (100.00%) Blockchain
1 1 (100.00%) Legacy Systems
Processes & Methodologies
1 1 (100.00%) Analytics
1 1 (100.00%) CI/CD
1 1 (100.00%) Cryptocurrency
1 1 (100.00%) Data Management
1 1 (100.00%) Data Modelling
1 1 (100.00%) Data Pipeline
1 1 (100.00%) DataOps
1 1 (100.00%) DevOps
1 1 (100.00%) Fintech
1 1 (100.00%) Migration
1 1 (100.00%) Web Development
Programming Languages
1 1 (100.00%) Python
1 1 (100.00%) SQL
Quality Assurance & Compliance
1 1 (100.00%) QA
System Software
1 1 (100.00%) Docker
Systems Management
1 1 (100.00%) Terraform