Great Expectations Contract Job Trends in Edinburgh

Great Expectations
Scotland > Edinburgh

The table below provides summary statistics and contractor rates for jobs advertised in Edinburgh requiring Great Expectations skills. It covers vacancies from the 6 months leading up to 19 September 2025, with comparisons to the same periods in the previous two years.

6 months to
19 Sep 2025
Same period 2024 Same period 2023
Rank 66 - -
Rank change year-on-year - - -
Contract jobs citing Great Expectations 1 0 0
As % of all contract jobs advertised in Edinburgh 0.16% - -
As % of the Libraries, Frameworks & Software Standards category 0.66% - -
Number of daily rates quoted 1 0 0
10th Percentile - - -
25th Percentile £456 - -
Median daily rate (50th Percentile) £463 - -
75th Percentile £469 - -
90th Percentile - - -
Scotland median daily rate £463 - -

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 contract job vacancies requiring technical specification, industry standards, software libraries and framework skills in Edinburgh.

Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 152 205 321
As % of all contract IT jobs advertised in Edinburgh 23.94% 24.79% 30.54%
Number of daily rates quoted 98 125 230
10th Percentile £419 £380 £393
25th Percentile £456 £415 £425
Median daily rate (50th Percentile) £500 £480 £479
Median % change year-on-year +4.17% +0.21% -2.04%
75th Percentile £546 £563 £538
90th Percentile £600 £685 £600
Scotland median daily rate £496 £475 £479
% change year-on-year +4.42% -0.84% -1.74%
Number of hourly rates quoted 0 1 0
Median hourly rate - £55.00 -
Scotland median hourly rate £55.00 £55.00 £59.03
% change year-on-year - -6.83% -1.09%

Great Expectations
Co-occurring Skills and Capabilities in Edinburgh 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
1 1 (100.00%) Apache Spark
Cloud Services
1 1 (100.00%) AWS
1 1 (100.00%) Azure
1 1 (100.00%) GCP
1 1 (100.00%) Snowflake
Database & Business Intelligence
1 1 (100.00%) Big Data
1 1 (100.00%) Delta Lake
1 1 (100.00%) Hadoop
1 1 (100.00%) Relational Database
Development Applications
1 1 (100.00%) Git
Job Titles
1 1 (100.00%) Data Engineer
1 1 (100.00%) Open Source Engineer
1 1 (100.00%) Python Data Engineer
1 1 (100.00%) Python Engineer
1 1 (100.00%) Senior
1 1 (100.00%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 1 (100.00%) Pandas
1 1 (100.00%) PySpark
Processes & Methodologies
1 1 (100.00%) Analytics
1 1 (100.00%) Business Analytics
1 1 (100.00%) Business Intelligence
1 1 (100.00%) CI/CD
1 1 (100.00%) Containerisation
1 1 (100.00%) Data Engineering
1 1 (100.00%) Data Extraction
1 1 (100.00%) Data Pipeline
1 1 (100.00%) Data Validation
1 1 (100.00%) ETL
1 1 (100.00%) High Availability
1 1 (100.00%) Open Source
1 1 (100.00%) Problem-Solving
1 1 (100.00%) Validation
Programming Languages
1 1 (100.00%) Python
1 1 (100.00%) SQL
Quality Assurance & Compliance
1 1 (100.00%) Data Quality
1 1 (100.00%) QA
System Software
1 1 (100.00%) Docker