Period
to

The following table provides summary statistics for contract job vacancies advertised in the East Midlands with a requirement for ETL skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited ETL over the 6 months to 9 August 2022 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Extract, Transform and Load (ETL)
England > East Midlands
6 months to
9 Aug 2022
Same period 2021 Same period 2020
Rank 71 51 50
Rank change year-on-year -20 -1 +5
Contract jobs citing ETL 19 35 17
As % of all contract jobs advertised in the East Midlands 1.39% 2.93% 2.39%
As % of the Processes & Methodologies category 1.69% 3.50% 2.97%
Number of daily rates quoted 16 26 9
10th Percentile £314 £229 £321
25th Percentile £360 £368 £365
Median daily rate (50th Percentile) £475 £425 £400
Median % change year-on-year +11.76% +6.25% -5.88%
75th Percentile £589 £475 £500
90th Percentile £598 £563 £605
England median daily rate £525 £500 £475
% change year-on-year +5.00% +5.26% -

ETL is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in the East Midlands with a requirement for process or methodology skills.

All Process and Methodology Skills
East Midlands
Contract vacancies with a requirement for process or methodology skills 1,122 1,001 572
As % of all contract IT jobs advertised in the East Midlands 81.84% 83.77% 80.45%
Number of daily rates quoted 846 681 326
10th Percentile £214 £203 £213
25th Percentile £360 £313 £308
Median daily rate (50th Percentile) £465 £403 £393
Median % change year-on-year +15.53% +2.55% -1.88%
75th Percentile £544 £500 £475
90th Percentile £638 £598 £576
England median daily rate £550 £500 £488
% change year-on-year +10.00% +2.56% +2.63%
Number of hourly rates quoted 62 55 30
10th Percentile £10.50 £9.36 £9.52
25th Percentile £16.25 £10.72 £11.15
Median hourly rate £21.50 £15.00 £14.29
Median % change year-on-year +43.33% +4.95% +0.16%
75th Percentile £35.00 £24.42 £21.39
90th Percentile £37.25 £50.05 £45.32
England median hourly rate £30.73 £23.00 £25.00
% change year-on-year +33.61% -8.00% +8.70%

ETL
Job Vacancy Trend in the East Midlands

Job postings citing ETL as a proportion of all IT jobs advertised in the East Midlands.

Job vacancy trend for ETL in the East Midlands

ETL
Contractor Daily Rate Trend in the East Midlands

3-month moving average daily rate quoted in jobs citing ETL in the East Midlands.

Daily rate trend for ETL in the East Midlands

ETL
Daily Rate Histogram in the East Midlands

Daily rate distribution for jobs citing ETL in the East Midlands over the 6 months to 9 August 2022.

Daily rate histogram for ETL in the East Midlands

ETL
Contractor Hourly Rate Trend in the East Midlands

3-month moving average hourly rates quoted in jobs citing ETL in the East Midlands.

Hourly rate trend for ETL in the East Midlands

ETL
Contract Job Locations in the East Midlands

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ETL within the East Midlands region over the 6 months to 9 August 2022. 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
Leicestershire -1 8 £550 +69.23%
Northamptonshire -8 5 £362 -27.60%
Nottinghamshire -6 3 £375 -11.76% 6
Derbyshire -7 1 £375 -3.85% 2
ETL
England

For the 6 months to 9 August 2022, IT contractor jobs citing ETL also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the East Midlands region with a requirement for ETL.

1 12 (63.16%) SQL
2 10 (52.63%) Business Intelligence
3 8 (42.11%) Azure
4 7 (36.84%) SOAP
4 7 (36.84%) Agile
5 6 (31.58%) JSON
5 6 (31.58%) XML
5 6 (31.58%) Power Platform
6 5 (26.32%) Azure Logic Apps
6 5 (26.32%) Event-Driven
6 5 (26.32%) Domain Models
6 5 (26.32%) Boomi
6 5 (26.32%) Jitterbit
6 5 (26.32%) RESTful
6 5 (26.32%) JMS
6 5 (26.32%) Data Modelling
6 5 (26.32%) Dell
6 5 (26.32%) SQL Server Integration Services
6 5 (26.32%) Data Mapping
7 4 (21.05%) Data Warehouse
7 4 (21.05%) .NET
7 4 (21.05%) DevOps
8 3 (15.79%) Power BI
8 3 (15.79%) Dynamics 365
8 3 (15.79%) Azure Data Factory
8 3 (15.79%) Problem-Solving
8 3 (15.79%) Power Automate
8 3 (15.79%) TypeScript
8 3 (15.79%) REST
8 3 (15.79%) C#

ETL
Co-occurring IT Skills in the East Midlands by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 1 (5.26%) Jupyter
Applications
1 1 (5.26%) Spreadsheet
Business Applications
1 1 (5.26%) iTrent
Cloud Services
1 8 (42.11%) Azure
2 6 (31.58%) Power Platform
3 5 (26.32%) Azure Logic Apps
3 5 (26.32%) Boomi
4 3 (15.79%) Azure Data Factory
4 3 (15.79%) Dynamics 365
4 3 (15.79%) Power Automate
5 2 (10.53%) Azure DevOps
5 2 (10.53%) Snowflake
6 1 (5.26%) AWS
6 1 (5.26%) GCP
6 1 (5.26%) GitHub
Communications & Networking
1 1 (5.26%) HTTPS
Database & Business Intelligence
1 5 (26.32%) SQL Server Integration Services
2 4 (21.05%) Data Warehouse
3 3 (15.79%) Power BI
3 3 (15.79%) SQL Server
3 3 (15.79%) SQL Server Reporting Services
4 2 (10.53%) Data Mining
4 2 (10.53%) Snowflake Schema
4 2 (10.53%) SQL Server Analysis Services
5 1 (5.26%) Azure SQL Database
5 1 (5.26%) BigQuery
5 1 (5.26%) Data Lake
5 1 (5.26%) Looker
5 1 (5.26%) MySQL
5 1 (5.26%) Parquet
5 1 (5.26%) Pentaho
5 1 (5.26%) PostgreSQL
5 1 (5.26%) QlikView
5 1 (5.26%) Relational Database
5 1 (5.26%) Tableau
Development Applications
1 1 (5.26%) Cucumber
1 1 (5.26%) Git (software)
1 1 (5.26%) Jenkins
1 1 (5.26%) Selenium
General
1 3 (15.79%) Law
2 2 (10.53%) Analytical Skills
2 2 (10.53%) Banking
2 2 (10.53%) Manufacturing
3 1 (5.26%) Finance
3 1 (5.26%) Police
Job Titles
1 9 (47.37%) Developer
2 4 (21.05%) Integration Developer
3 3 (15.79%) SQL Developer
3 3 (15.79%) Test Engineer
4 2 (10.53%) Business Intelligence Developer
4 2 (10.53%) Consultant
5 1 (5.26%) Analyst
5 1 (5.26%) Azure Developer
5 1 (5.26%) Contracts Manager
5 1 (5.26%) CRM Consultant
5 1 (5.26%) Data Manager
5 1 (5.26%) Data Migration Developer
5 1 (5.26%) Database Developer
5 1 (5.26%) Designer
5 1 (5.26%) Integration Consultant
5 1 (5.26%) Lead Designer
5 1 (5.26%) Lead Developer
5 1 (5.26%) Report Analyst
5 1 (5.26%) Solutions Designer
5 1 (5.26%) SQL BI Developer
Libraries, Frameworks & Software Standards
1 7 (36.84%) SOAP
2 6 (31.58%) JSON
2 6 (31.58%) XML
3 5 (26.32%) JMS
3 5 (26.32%) RESTful
4 4 (21.05%) .NET
5 3 (15.79%) REST
6 1 (5.26%) DOM
6 1 (5.26%) Gensim
6 1 (5.26%) GraphQL
6 1 (5.26%) HTML
6 1 (5.26%) jQuery
6 1 (5.26%) Kafka
6 1 (5.26%) Matplotlib
6 1 (5.26%) Middleware
6 1 (5.26%) NLTK
6 1 (5.26%) NumPy
6 1 (5.26%) Pandas
Miscellaneous
1 2 (10.53%) AS400
2 1 (5.26%) Greenfield Project
2 1 (5.26%) Legacy Systems
Processes & Methodologies
1 10 (52.63%) Business Intelligence
2 7 (36.84%) Agile
3 5 (26.32%) Data Mapping
3 5 (26.32%) Data Modelling
3 5 (26.32%) Domain Models
3 5 (26.32%) Event-Driven
4 4 (21.05%) DevOps
5 3 (15.79%) Migration
5 3 (15.79%) Problem-Solving
5 3 (15.79%) Scrum
6 2 (10.53%) Agile Testing
6 2 (10.53%) Continuous Improvement
6 2 (10.53%) Data Analysis
6 2 (10.53%) Data Integration
6 2 (10.53%) Dimensional Modelling
6 2 (10.53%) Manual Testing
6 2 (10.53%) Mentoring
7 1 (5.26%) Analytics
7 1 (5.26%) Performance Tuning
7 1 (5.26%) Visualisation
Programming Languages
1 12 (63.16%) SQL
2 3 (15.79%) C#
2 3 (15.79%) Python
2 3 (15.79%) TypeScript
3 2 (10.53%) Java
3 2 (10.53%) JavaScript
3 2 (10.53%) R
3 2 (10.53%) T-SQL
4 1 (5.26%) Data Analysis Expressions (DAX)
4 1 (5.26%) PL/SQL
4 1 (5.26%) PowerShell
Quality Assurance & Compliance
1 1 (5.26%) Data Quality
Vendors
1 5 (26.32%) Dell
1 5 (26.32%) Jitterbit
2 2 (10.53%) CA Agile Central
3 1 (5.26%) Databricks
3 1 (5.26%) Google
3 1 (5.26%) Infor
3 1 (5.26%) Microsoft
3 1 (5.26%) MuleSoft
3 1 (5.26%) Oracle
3 1 (5.26%) SAP
3 1 (5.26%) Talend
3 1 (5.26%) Vertica