Period
to 29 November 2021

The following table provides summary statistics for contract job vacancies advertised in the East Midlands with a requirement for ETL Development skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited ETL Development over the 6 months to 29 November 2021 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) Development
England > East Midlands
6 months to
29 Nov 2021
Same period 2020 Same period 2019
Rank 96 68 111
Rank change year-on-year -28 +43 +33
Contract jobs citing ETL Development 9 2 3
As % of all contract jobs advertised in the East Midlands 0.58% 0.28% 0.17%
As % of the Processes & Methodologies category 0.69% 0.33% 0.20%
Number of daily rates quoted 5 1 0
Median daily rate (50th Percentile) £425 £378 -
Median % change year-on-year +12.43% - -
England median daily rate £540 £525 £475
% change year-on-year +2.86% +10.53% +9.20%

ETL Development 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 1,300 605 1,498
As % of all contract IT jobs advertised in the East Midlands 83.33% 84.73% 82.67%
Number of daily rates quoted 948 371 840
10th Percentile £210 £215 £219
25th Percentile £325 £313 £313
Median daily rate (50th Percentile) £425 £393 £400
Median % change year-on-year +8.28% -1.88% -
75th Percentile £520 £475 £500
90th Percentile £600 £550 £575
England median daily rate £525 £475 £475
% change year-on-year +10.53% - -
Number of hourly rates quoted 71 26 97
10th Percentile £9.00 £10.26 £11.00
25th Percentile £10.50 £11.28 £11.61
Median hourly rate £17.00 £13.82 £16.00
Median % change year-on-year +22.99% -13.61% +9.33%
75th Percentile £24.08 £25.09 £22.00
90th Percentile £50.75 £43.75 £46.44
England median hourly rate £24.80 £26.96 £22.00
% change year-on-year -8.01% +22.55% +10.00%

ETL Development
Job Vacancy Trend in the East Midlands

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

Job vacancy trend for ETL Development in the East Midlands

ETL Development
Contractor Daily Rate Trend in the East Midlands

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

Daily rate trend for ETL Development in the East Midlands

ETL Development
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 Development within the East Midlands region over the 6 months to 29 November 2021. 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
Job
Vacancies
Nottinghamshire - 4 £425 -
Northamptonshire -10 3 £500 +32.28%
ETL Development
England

For the 6 months to 29 November 2021, IT contractor jobs citing ETL Development 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 Development.

1 9 (100.00%) SQL
1 9 (100.00%) ETL
2 6 (66.67%) Finance
2 6 (66.67%) Data Modelling
3 5 (55.56%) Oracle
3 5 (55.56%) Data Quality
3 5 (55.56%) Analytical Skills
4 4 (44.44%) SQL Server
4 4 (44.44%) T-SQL
4 4 (44.44%) Banking
5 3 (33.33%) Data Management
5 3 (33.33%) Sarbanes-Oxley
5 3 (33.33%) Agile Software Development
5 3 (33.33%) Ab Initio
5 3 (33.33%) Teradata
5 3 (33.33%) Java
5 3 (33.33%) Python
5 3 (33.33%) GAP Analysis
5 3 (33.33%) Business Intelligence
5 3 (33.33%) RDBMS
5 3 (33.33%) Apache Spark
5 3 (33.33%) Hadoop YARN
5 3 (33.33%) Logical Data Model
5 3 (33.33%) Relational Database
5 3 (33.33%) HDFS
5 3 (33.33%) DevOps
5 3 (33.33%) Impala
5 3 (33.33%) HBase
5 3 (33.33%) Apache ZooKeeper
5 3 (33.33%) Big Data

ETL Development
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 3 (33.33%) Apache Spark
Business Applications
1 2 (22.22%) Oracle EBS
1 2 (22.22%) Oracle Payroll
Cloud Services
1 1 (11.11%) Azure
1 1 (11.11%) Azure Synapse Analytics
1 1 (11.11%) Power Platform
Database & Business Intelligence
1 4 (44.44%) SQL Server
2 3 (33.33%) Apache Hive
2 3 (33.33%) Big Data
2 3 (33.33%) Data Lake
2 3 (33.33%) Hadoop
2 3 (33.33%) HBase
2 3 (33.33%) Impala
2 3 (33.33%) Metadata
2 3 (33.33%) Metadata Repository
2 3 (33.33%) Oracle Database
2 3 (33.33%) RDBMS
2 3 (33.33%) Relational Database
2 3 (33.33%) Spark SQL
3 2 (22.22%) Oracle BI Publisher
4 1 (11.11%) Azure SQL Database
4 1 (11.11%) Power BI
4 1 (11.11%) SQL Server Analysis Services
4 1 (11.11%) SQL Server Integration Services
4 1 (11.11%) SQL Server Reporting Services
General
1 6 (66.67%) Finance
2 5 (55.56%) Analytical Skills
3 4 (44.44%) Banking
4 3 (33.33%) Corporate Banking
5 2 (22.22%) Electronics
5 2 (22.22%) Manufacturing
5 2 (22.22%) Marketing
5 2 (22.22%) Public Sector
5 2 (22.22%) Telecoms
Job Titles
1 9 (100.00%) Developer
2 3 (33.33%) Ab Initio Developer
2 3 (33.33%) SQL Developer
3 2 (22.22%) Data Migration Developer
3 2 (22.22%) Oracle Developer
4 1 (11.11%) Business Intelligence Developer
Libraries, Frameworks & Software Standards
1 2 (22.22%) Oracle Fusion
Miscellaneous
1 3 (33.33%) Data Protection Act
2 2 (22.22%) Legacy Systems
Processes & Methodologies
1 9 (100.00%) ETL
2 6 (66.67%) Data Modelling
3 3 (33.33%) Agile Software Development
3 3 (33.33%) BDD
3 3 (33.33%) Business Intelligence
3 3 (33.33%) Continuous Integration
3 3 (33.33%) Data Governance
3 3 (33.33%) Data Management
3 3 (33.33%) Data Protection
3 3 (33.33%) Data Reconciliation
3 3 (33.33%) Deployment Automation
3 3 (33.33%) DevOps
3 3 (33.33%) GAP Analysis
3 3 (33.33%) Logical Data Model
3 3 (33.33%) Task Automation
3 3 (33.33%) Test Automation
3 3 (33.33%) Use Case
4 2 (22.22%) Data Migration
4 2 (22.22%) DataOps
4 2 (22.22%) Physical Data Model
Programming Languages
1 9 (100.00%) SQL
2 4 (44.44%) T-SQL
3 3 (33.33%) Java
3 3 (33.33%) Python
3 3 (33.33%) Scala
4 2 (22.22%) PL/SQL
5 1 (11.11%) Data Analysis Expressions (DAX)
Quality Assurance & Compliance
1 5 (55.56%) Data Quality
2 3 (33.33%) QA
2 3 (33.33%) Sarbanes-Oxley
System Software
1 3 (33.33%) Apache ZooKeeper
1 3 (33.33%) HDFS
Systems Management
1 3 (33.33%) Hadoop YARN
Vendors
1 5 (55.56%) Oracle
2 3 (33.33%) Ab Initio
2 3 (33.33%) Cloudera
2 3 (33.33%) Teradata
3 2 (22.22%) SAP
4 1 (11.11%) Microsoft