Great Expectations
UK

The following table provides summary statistics for permanent job vacancies with a requirement for Great Expectations skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Great Expectations over the 6 months to 2 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
2 May 2024
Same period 2023 Same period 2022
Rank 869 976 1221
Rank change year-on-year +107 +245 -
Permanent jobs citing Great Expectations 8 2 4
As % of all permanent jobs advertised in the UK 0.008% 0.002% 0.003%
As % of the Libraries, Frameworks & Software Standards category 0.038% 0.006% 0.006%
Number of salaries quoted 5 0 2
10th Percentile - - £71,500
25th Percentile £39,500 - £73,750
Median annual salary (50th Percentile) £65,000 - £82,500
75th Percentile - - £91,250
90th Percentile - - £93,500
UK excluding London median annual salary - - £90,000

All Software Libraries and Frameworks
UK

Great Expectations is in the Software Libraries and Frameworks category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for technical specification, industry standards, software libraries and framework skills.

Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 21,058 31,283 63,194
As % of all permanent jobs advertised in the UK 21.37% 30.13% 40.47%
Number of salaries quoted 15,741 19,277 30,292
10th Percentile £36,250 £41,117 £37,500
25th Percentile £45,000 £50,000 £47,500
Median annual salary (50th Percentile) £60,000 £67,500 £62,500
Median % change year-on-year -11.11% +8.00% +13.64%
75th Percentile £79,600 £87,500 £82,500
90th Percentile £100,000 £106,250 £100,000
UK excluding London median annual salary £55,000 £57,500 £55,000
% change year-on-year -4.35% +4.55% +10.00%

Great Expectations
Job Vacancy Trend

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

Job vacancy trend for Great Expectations in the UK

Great Expectations
Salary Trend

3-month moving average salary quoted in jobs citing Great Expectations.

Salary trend for Great Expectations in the UK

Great Expectations
Salary Histogram

Salary distribution for jobs citing Great Expectations over the 6 months to 2 May 2024.

Salary histogram for Great Expectations in the UK

Great Expectations
Top 5 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Great Expectations within the UK over the 6 months to 2 May 2024. 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
Work from Home +99 8 £65,000 - 2
England +90 5 £41,000 - 3
UK excluding London - 3 - - 2
South East - 3 - -
London +123 2 £41,000 - 1

Great Expectations
Co-occurring Skills and Capabilities 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 (75.00%) Apache Airflow
2 3 (37.50%) Apache
2 3 (37.50%) Apache Spark
Cloud Services
1 6 (75.00%) dbt
2 3 (37.50%) AWS
2 3 (37.50%) Snowflake
3 2 (25.00%) Collibra
Database & Business Intelligence
1 3 (37.50%) Big Data
1 3 (37.50%) Data Warehouse
2 2 (25.00%) Metadata
Development Applications
1 3 (37.50%) Deequ
1 3 (37.50%) Git
1 3 (37.50%) Jenkins
General
1 5 (62.50%) Finance
1 5 (62.50%) Social Skills
2 3 (37.50%) Games
3 2 (25.00%) Retail
Job Titles
1 6 (75.00%) Data Engineer
2 3 (37.50%) Quality Engineer
3 2 (25.00%) Analyst
3 2 (25.00%) Solutions Analyst
Miscellaneous
1 3 (37.50%) Product Ownership
Processes & Methodologies
1 6 (75.00%) Agile
1 6 (75.00%) Data Engineering
2 5 (62.50%) Analytics
3 3 (37.50%) CI/CD
3 3 (37.50%) Data Integration
3 3 (37.50%) Data Modelling
3 3 (37.50%) Data Pipeline
3 3 (37.50%) Defect Tracking
3 3 (37.50%) Mentoring
3 3 (37.50%) Root Cause Analysis
3 3 (37.50%) Test Automation
3 3 (37.50%) Test Strategy
4 2 (25.00%) Data Governance
4 2 (25.00%) Data Lineage
4 2 (25.00%) Data-Driven Decision Making
4 2 (25.00%) Decision-Making
4 2 (25.00%) Metadata Management
4 2 (25.00%) Problem-Solving
4 2 (25.00%) Quality Management
Programming Languages
1 8 (100.00%) Python
1 8 (100.00%) SQL
Quality Assurance & Compliance
1 8 (100.00%) Data Quality
Vendors
1 6 (75.00%) Databricks