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 31 October 2024, comparing them to the same period in the previous two years.

6 months to
31 Oct 2024
Same period 2023 Same period 2022
Rank 508 587 -
Rank change year-on-year +79 - -
Contract jobs citing Great Expectations 6 2 0
As % of all contract jobs advertised in England 0.019% 0.005% -
As % of the Libraries, Frameworks & Software Standards category 0.088% 0.022% -
Number of daily rates quoted 5 2 0
10th Percentile - £665 -
25th Percentile £513 £688 -
Median daily rate (50th Percentile) £675 £725 -
Median % change year-on-year -6.90% - -
75th Percentile £700 £763 -
90th Percentile £745 £785 -
UK median daily rate £675 £800 £525
% change year-on-year -15.63% +52.38% +31.25%

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 6,804 8,899 17,872
As % of all contract IT jobs advertised in England 21.84% 22.17% 26.37%
Number of daily rates quoted 4,335 6,545 13,070
10th Percentile £356 £375 £406
25th Percentile £431 £450 £481
Median daily rate (50th Percentile) £550 £550 £575
Median % change year-on-year - -4.35% +9.52%
75th Percentile £663 £675 £688
90th Percentile £800 £775 £788
UK median daily rate £545 £550 £575
% change year-on-year -0.91% -4.35% +9.52%
Number of hourly rates quoted 109 179 204
10th Percentile £26.90 £37.71 £22.75
25th Percentile £46.18 £46.18 £50.00
Median hourly rate £65.00 £55.50 £65.00
Median % change year-on-year +17.12% -14.62% +32.65%
75th Percentile £70.00 £70.00 £70.00
90th Percentile £74.00 £78.00 £76.37
UK median hourly rate £65.00 £55.56 £65.00
% change year-on-year +16.99% -14.52% +32.65%

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
Contractor Daily Rate Trend in England

3-month moving average daily rate quoted in jobs citing Great Expectations in England.

Daily rate trend for Great Expectations in England

Great Expectations
Daily Rate Histogram in England

Daily rate distribution for jobs citing Great Expectations in England over the 6 months to 31 October 2024.

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 31 October 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
London +54 6 £675 -6.90% 1
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 4 (66.67%) Apache Spark
2 3 (50.00%) Apache
3 2 (33.33%) Apache Airflow
Cloud Services
1 5 (83.33%) Azure
2 3 (50.00%) Azure Data Factory
2 3 (50.00%) Azure Monitor
2 3 (50.00%) Azure Synapse Analytics
3 2 (33.33%) Amazon S3
3 2 (33.33%) AWS
3 2 (33.33%) AWS Lambda
3 2 (33.33%) Dagster
3 2 (33.33%) MinIO
3 2 (33.33%) Power Platform
3 2 (33.33%) Serverless
4 1 (16.67%) GCP
Database & Business Intelligence
1 6 (100.00%) Data Lake
1 6 (100.00%) Data Warehouse
2 3 (50.00%) Azure SQL Database
2 3 (50.00%) NoSQL
2 3 (50.00%) Parquet
3 2 (33.33%) Data Hub
3 2 (33.33%) MongoDB
3 2 (33.33%) PostgreSQL
3 2 (33.33%) Power BI
3 2 (33.33%) Qlik Sense
3 2 (33.33%) Redis
3 2 (33.33%) SQL Server
3 2 (33.33%) Tableau
4 1 (16.67%) Amazon Athena
4 1 (16.67%) Amazon Redshift
4 1 (16.67%) Big Data
4 1 (16.67%) BigQuery
4 1 (16.67%) Hadoop
4 1 (16.67%) Relational Database
Development Applications
1 3 (50.00%) Deequ
1 3 (50.00%) Git
2 2 (33.33%) kappa
2 2 (33.33%) Poetry
Job Titles
1 5 (83.33%) Data Engineer
2 3 (50.00%) Senior
2 3 (50.00%) Senior Data Engineer
3 1 (16.67%) Python Engineer
Libraries, Frameworks & Software Standards
1 3 (50.00%) Apache Avro
1 3 (50.00%) JSON
1 3 (50.00%) PySpark
2 2 (33.33%) .NET
2 2 (33.33%) Apache Camel
2 2 (33.33%) Kafka
2 2 (33.33%) scikit-learn
3 1 (16.67%) ARM Templates
3 1 (16.67%) JSON Schema
3 1 (16.67%) Pandas
Miscellaneous
1 2 (33.33%) Reference Data
Processes & Methodologies
1 6 (100.00%) Data Pipeline
2 5 (83.33%) Data Modelling
3 4 (66.67%) ETL
3 4 (66.67%) Scrum
4 3 (50.00%) Agile
4 3 (50.00%) Analytics
4 3 (50.00%) Business Intelligence
4 3 (50.00%) Data Management
4 3 (50.00%) Integration Testing
4 3 (50.00%) Kimball Methodology
4 3 (50.00%) Log Analytics
4 3 (50.00%) Machine Learning
4 3 (50.00%) Software Engineering
5 2 (33.33%) Architectural Patterns
5 2 (33.33%) CI/CD
5 2 (33.33%) Data Engineering
5 2 (33.33%) Data Migration
5 2 (33.33%) Master Data Management
5 2 (33.33%) SOLID
5 2 (33.33%) Stakeholder Engagement
Programming Languages
1 6 (100.00%) Python
2 4 (66.67%) SQL
3 3 (50.00%) Scala
3 3 (50.00%) T-SQL
4 2 (33.33%) Java
4 2 (33.33%) PyPy
Quality Assurance & Compliance
1 4 (66.67%) Data Quality
Vendors
1 4 (66.67%) Databricks
2 2 (33.33%) Confluent
2 2 (33.33%) Solace
2 2 (33.33%) TIBCO