Great Expectations Contracts in England

Great Expectations
UK > England

The table below provides summary statistics for contract job vacancies advertised in England 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 29 August 2025, comparing them to the same period in the previous two years.

6 months to
29 Aug 2025
Same period 2024 Same period 2023
Rank 497 525 603
Rank change year-on-year +28 +78 +181
Contract jobs citing Great Expectations 9 8 3
As % of all contract jobs advertised in England 0.033% 0.024% 0.007%
As % of the Libraries, Frameworks & Software Standards category 0.15% 0.11% 0.032%
Number of daily rates quoted 9 5 3
10th Percentile £446 £510 £460
25th Percentile £456 £513 £531
Median daily rate (50th Percentile) £475 £675 £650
Median % change year-on-year -29.63% +3.85% +13.04%
75th Percentile £575 £700 £725
90th Percentile £675 £745 £770
UK median daily rate £469 £638 £725
% change year-on-year -26.47% -12.07% +38.10%

All Software Libraries and Frameworks
England

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 requiring technical specification, industry standards, software libraries and framework skills in England.

Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 6,107 7,280 9,508
As % of all contract IT jobs advertised in England 22.14% 22.05% 22.00%
Number of daily rates quoted 4,165 4,933 7,026
10th Percentile £350 £358 £381
25th Percentile £409 £450 £463
Median daily rate (50th Percentile) £513 £550 £550
Median % change year-on-year -6.82% - -4.35%
75th Percentile £638 £675 £680
90th Percentile £750 £825 £788
UK median daily rate £500 £550 £550
% change year-on-year -9.09% - -3.51%
Number of hourly rates quoted 163 182 148
10th Percentile £31.25 £31.63 £36.18
25th Percentile £42.75 £43.00 £46.18
Median hourly rate £54.70 £62.50 £61.25
Median % change year-on-year -12.48% +2.04% +2.08%
75th Percentile £65.13 £70.00 £73.75
90th Percentile £75.00 £74.49 £78.00
UK median hourly rate £53.25 £61.60 £60.00
% change year-on-year -13.56% +2.67% -

Great Expectations
Job Vacancy Trend in England

Job postings citing Great Expectations as a proportion of all IT jobs advertised in England.

Job vacancy trend for Great Expectations in England

Great Expectations
Daily Rate Trend in England

Contractor daily rate distribution trend for jobs in England citing Great Expectations.

Contractor daily rate distribution trend for jobs in England citing Great Expectations

Great Expectations
Daily Rate Histogram in England

Daily rate distribution for jobs citing Great Expectations in England over the 6 months to 29 August 2025.

Daily rate histogram for Great Expectations in England

Great Expectations
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Great Expectations within the England region over the 6 months to 29 August 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
London +22 8 £469 -30.56% 1
North of England - 1 £650 -
East of England - 1 £650 - 1
Yorkshire - 1 £650 -
Great Expectations
UK

Great Expectations
Co-occurring Skills and Capabilities in England 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 6 (66.67%) Apache Airflow
2 5 (55.56%) Apache
3 4 (44.44%) Apache Spark
Cloud Services
1 7 (77.78%) dbt
1 7 (77.78%) GCP
2 6 (66.67%) AWS
2 6 (66.67%) Azure
3 5 (55.56%) Snowflake
4 2 (22.22%) GitHub
4 2 (22.22%) GitHub Actions
5 1 (11.11%) Alation
5 1 (11.11%) Cloud Composer
5 1 (11.11%) Fivetran
Database & Business Intelligence
1 7 (77.78%) BigQuery
2 5 (55.56%) Amazon Redshift
2 5 (55.56%) Data Warehouse
3 4 (44.44%) NoSQL
4 2 (22.22%) Airbyte
4 2 (22.22%) Metadata
4 2 (22.22%) Tableau
5 1 (11.11%) Amazon QuickSight
5 1 (11.11%) Ataccama
5 1 (11.11%) Delta Lake
5 1 (11.11%) DynamoDB
5 1 (11.11%) GIS
5 1 (11.11%) Looker
5 1 (11.11%) MongoDB
5 1 (11.11%) PostgreSQL
5 1 (11.11%) Star Schema
Development Applications
1 2 (22.22%) Git
2 1 (11.11%) Jenkins
2 1 (11.11%) JIRA
General
1 7 (77.78%) Social Skills
2 2 (22.22%) Documentation Skills
3 1 (11.11%) Banking
3 1 (11.11%) Finance
3 1 (11.11%) Public Sector
3 1 (11.11%) Telecoms
Job Titles
1 6 (66.67%) Senior
2 5 (55.56%) QA Engineer
2 5 (55.56%) Senior QA Engineer
3 3 (33.33%) GCP Engineer
4 2 (22.22%) Data Engineer
4 2 (22.22%) Data Migration Engineer
4 2 (22.22%) Migration Engineer
5 1 (11.11%) Data Steward
5 1 (11.11%) Python Engineer
5 1 (11.11%) QA Tester
5 1 (11.11%) Senior Data Engineer
5 1 (11.11%) Tester
Libraries, Frameworks & Software Standards
1 3 (33.33%) pytest
2 1 (11.11%) Django
2 1 (11.11%) FastAPI
2 1 (11.11%) Flask
2 1 (11.11%) Kafka
2 1 (11.11%) Node.js
2 1 (11.11%) Spring Boot
Miscellaneous
1 4 (44.44%) Virtual Team
2 1 (11.11%) Blockchain
2 1 (11.11%) Legacy Systems
Processes & Methodologies
1 8 (88.89%) Analytics
1 8 (88.89%) CI/CD
1 8 (88.89%) Data Pipeline
2 7 (77.78%) Data Governance
3 6 (66.67%) Test Automation
3 6 (66.67%) Validation
4 5 (55.56%) Data Science
4 5 (55.56%) Data Transformation
4 5 (55.56%) ETL
4 5 (55.56%) Fintech
4 5 (55.56%) Monte Carlo Method
4 5 (55.56%) Root Cause Analysis
5 4 (44.44%) Problem-Solving
6 3 (33.33%) Data Analysis
6 3 (33.33%) Migration
7 2 (22.22%) Agile
7 2 (22.22%) Artificial Intelligence
7 2 (22.22%) Business Intelligence
7 2 (22.22%) Data Migration
7 2 (22.22%) Data Modelling
Programming Languages
1 8 (88.89%) Python
1 8 (88.89%) SQL
Qualifications
1 1 (11.11%) Degree
Quality Assurance & Compliance
1 7 (77.78%) QA
2 4 (44.44%) Data Quality
3 1 (11.11%) California Consumer Privacy Act
3 1 (11.11%) GDPR
3 1 (11.11%) Sarbanes-Oxley
System Software
1 1 (11.11%) Docker
Systems Management
1 2 (22.22%) Terraform
Vendors
1 1 (11.11%) Databricks
1 1 (11.11%) Google