Great Expectations Contracts

Great Expectations
UK

The following table provides summary statistics for contract job vacancies with a requirement for Great Expectations skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Great Expectations over the 6 months to 28 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
28 Apr 2024
Same period 2023 Same period 2022
Rank 587 715 851
Rank change year-on-year +128 +136 -
Contract jobs citing Great Expectations 7 1 4
As % of all contract jobs advertised in the UK 0.016% 0.002% 0.005%
As % of the Libraries, Frameworks & Software Standards category 0.079% 0.007% 0.017%
Number of daily rates quoted 5 1 1
10th Percentile - - -
25th Percentile £488 £413 £525
Median daily rate (50th Percentile) £500 £425 £550
Median % change year-on-year +17.65% -22.73% -
75th Percentile £527 £438 £575
90th Percentile £571 - -
UK excluding London median daily rate - - £550

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 contract job vacancies with a requirement for technical specification, industry standards, software libraries and framework skills.

Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 8,875 13,886 24,102
As % of all contract IT jobs advertised in the UK 20.49% 23.26% 27.15%
Number of daily rates quoted 6,163 10,138 17,667
10th Percentile £338 £400 £400
25th Percentile £425 £463 £463
Median daily rate (50th Percentile) £525 £550 £550
Median % change year-on-year -4.55% - +10.00%
75th Percentile £650 £675 £663
90th Percentile £767 £775 £750
UK excluding London median daily rate £500 £500 £500
% change year-on-year - - +14.94%
Number of hourly rates quoted 226 153 241
10th Percentile £21.01 £31.60 £22.00
25th Percentile £40.00 £48.50 £35.00
Median hourly rate £46.18 £65.00 £49.00
Median % change year-on-year -28.95% +32.65% +8.89%
75th Percentile £65.00 £75.00 £65.00
90th Percentile £75.00 £80.25 £75.00
UK excluding London median hourly rate £46.84 £64.00 £49.00
% change year-on-year -26.81% +30.61% +8.89%

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
Contractor Daily Rate Trend

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

Daily rate trend for Great Expectations in the UK

Great Expectations
Top 3 Contract Locations

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 UK over the 6 months to 28 April 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
England +122 6 £500 +17.65% 2
London +112 6 £500 +17.65% 1
Work from Home +127 2 £559 +31.51% 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 5 (71.43%) Apache
2 4 (57.14%) Apache Airflow
3 3 (42.86%) Apache Spark
Business Applications
1 2 (28.57%) Dynamics CRM
Cloud Services
1 5 (71.43%) AWS
2 4 (57.14%) Amazon Kinesis
2 4 (57.14%) Azure
2 4 (57.14%) Azure Data Factory
3 3 (42.86%) Amazon S3
3 3 (42.86%) Azure Monitor
3 3 (42.86%) Azure Synapse Analytics
3 3 (42.86%) Dagster
3 3 (42.86%) dbt
3 3 (42.86%) GitHub
3 3 (42.86%) GitHub Actions
4 1 (14.29%) Amazon EventBridge
4 1 (14.29%) Azure Cognitive Services
4 1 (14.29%) GCP
4 1 (14.29%) Microsoft Purview
Database & Business Intelligence
1 3 (42.86%) Amazon Athena
1 3 (42.86%) Amazon Redshift
1 3 (42.86%) Azure SQL Database
1 3 (42.86%) Big Data
1 3 (42.86%) Data Lake
1 3 (42.86%) DynamoDB
1 3 (42.86%) Flink
1 3 (42.86%) NoSQL
1 3 (42.86%) Parquet
1 3 (42.86%) PostgreSQL
1 3 (42.86%) Relational Database
2 2 (28.57%) Data Warehouse
2 2 (28.57%) Power Query
Development Applications
1 3 (42.86%) Deequ
1 3 (42.86%) Git
1 3 (42.86%) Poetry
General
1 1 (14.29%) Marketing
1 1 (14.29%) Social Skills
Job Titles
1 3 (42.86%) Data Engineer
1 3 (42.86%) Machine Learning Engineer
2 2 (28.57%) Lead
2 2 (28.57%) Lead Data Engineer
3 1 (14.29%) Architect
3 1 (14.29%) Azure Architect
3 1 (14.29%) Azure Data Engineer
3 1 (14.29%) Azure Engineer
Libraries, Frameworks & Software Standards
1 3 (42.86%) Apache Avro
1 3 (42.86%) ARM Templates
1 3 (42.86%) JSON
1 3 (42.86%) JSON Schema
1 3 (42.86%) Lambda Expressions
1 3 (42.86%) LAPP Stack
1 3 (42.86%) Pandas
1 3 (42.86%) Plotly
1 3 (42.86%) PySpark
1 3 (42.86%) scikit-learn
1 3 (42.86%) SciPy
1 3 (42.86%) Seaborn
2 1 (14.29%) Kafka
2 1 (14.29%) Middleware
Miscellaneous
1 3 (42.86%) Hybrid Cloud
1 3 (42.86%) Linux Command Line
Operating Systems
1 3 (42.86%) Linux
Processes & Methodologies
1 6 (85.71%) CI/CD
1 6 (85.71%) Data Pipeline
1 6 (85.71%) Integration Testing
2 4 (57.14%) Migration
2 4 (57.14%) Project Management
3 3 (42.86%) Agile
3 3 (42.86%) Analytics
3 3 (42.86%) Continuous Integration
3 3 (42.86%) Data Migration
3 3 (42.86%) Data Modelling
3 3 (42.86%) DevOps
3 3 (42.86%) ETL
3 3 (42.86%) Kimball Methodology
3 3 (42.86%) Machine Learning
3 3 (42.86%) Mathematics
3 3 (42.86%) Probability Theory
3 3 (42.86%) SDLC
3 3 (42.86%) Software Engineering
3 3 (42.86%) Statistics
3 3 (42.86%) Test Automation
Programming Languages
1 6 (85.71%) Python
1 6 (85.71%) SQL
2 3 (42.86%) Shell Script
3 2 (28.57%) Scala
3 2 (28.57%) T-SQL
Qualifications
1 1 (14.29%) Azure Certification
Quality Assurance & Compliance
1 6 (85.71%) Data Quality
System Software
1 3 (42.86%) Docker
Systems Management
1 4 (57.14%) Terraform
2 3 (42.86%) Kubernetes
Vendors
1 4 (57.14%) Databricks
2 1 (14.29%) Microsoft