Period
to 3 December 2020

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 3 December 2020 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
3 Dec 2020
Same period 2019 Same period 2018
Rank 29 72 65
Rank change year-on-year +43 -7 +9
Contract jobs citing ETL 42 42 85
As % of all contract jobs advertised in the East Midlands 5.65% 2.31% 3.23%
As % of the Processes & Methodologies category 6.85% 2.81% 3.90%
Number of daily rates quoted 21 25 61
Median daily rate £400 £425 £451
Median daily rate % change year-on-year -5.88% -5.66% +20.13%
10th Percentile £325 £296 £300
90th Percentile £513 £490 £550
England median daily rate £475 £475 £455
% change year-on-year - +4.40% +1.11%
Number of hourly rates quoted 1 0 0
Median hourly rate £60.00 - -
England median hourly rate £28.75 £35.00 £21.12
% change year-on-year -17.86% +65.70% -51.00%

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 613 1,497 2,177
As % of all contract IT jobs advertised in the East Midlands 82.50% 82.21% 82.68%
Number of daily rates quoted 340 820 1,416
Median daily rate £388 £408 £400
Median daily rate % change year-on-year -4.71% +1.88% +2.56%
10th Percentile £213 £231 £275
90th Percentile £538 £580 £550
England median daily rate £475 £475 £475
Number of hourly rates quoted 32 99 105
Median hourly rate £16.22 £15.86 £14.64
Median hourly rate % change year-on-year +2.27% +8.37% -4.97%
10th Percentile £11.01 £10.96 £9.52
90th Percentile £47.50 £46.40 £32.50
Median hourly rate £35.00 £23.94 £22.00
% change year-on-year +46.20% +8.82% -4.93%

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 3 December 2020.

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 3 December 2020. 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 +36 16 £400 -5.88% 2
Northamptonshire +29 16 £388 -22.44%
Leicestershire +16 3 £413 +28.91% 1
Derbyshire +5 3 £450 +5.88% 1
ETL
England

For the 6 months to 3 December 2020, 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 28 (66.67%) SQL
2 21 (50.00%) Business Intelligence
3 18 (42.86%) SQL Server
4 15 (35.71%) Azure
5 14 (33.33%) Big Data
5 14 (33.33%) Microsoft
5 14 (33.33%) Ab Initio
5 14 (33.33%) Power BI
5 14 (33.33%) Power Platform
6 13 (30.95%) Agile Software Development
6 13 (30.95%) Data Warehouse
7 12 (28.57%) Unix
7 12 (28.57%) Linux
7 12 (28.57%) Analytics
7 12 (28.57%) Virtual Team
8 11 (26.19%) Virtual Team Management
8 11 (26.19%) Performance Tuning
8 11 (26.19%) Firewall
9 10 (23.81%) XML
9 10 (23.81%) .NET
10 9 (21.43%) SC Cleared
10 9 (21.43%) Security Cleared
11 8 (19.05%) AWS
11 8 (19.05%) SQL Server Integration Services
11 8 (19.05%) SQL Server Analysis Services
11 8 (19.05%) Continuous Improvement
11 8 (19.05%) MySQL
11 8 (19.05%) Data Modelling
11 8 (19.05%) DevOps
12 7 (16.67%) Finance

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 3 (7.14%) Apache
2 2 (4.76%) Apache Spark
Business Applications
1 1 (2.38%) Maximo
Cloud Services
1 15 (35.71%) Azure
2 14 (33.33%) Power Platform
3 8 (19.05%) AWS
4 6 (14.29%) Azure Data Factory
4 6 (14.29%) Logic Apps
4 6 (14.29%) PowerApps
5 1 (2.38%) Azure Machine Learning
Communications & Networking
1 11 (26.19%) Firewall
Database & Business Intelligence
1 18 (42.86%) SQL Server
2 14 (33.33%) Big Data
2 14 (33.33%) Power BI
3 13 (30.95%) Data Warehouse
4 8 (19.05%) MySQL
4 8 (19.05%) SQL Server Analysis Services
4 8 (19.05%) SQL Server Integration Services
5 7 (16.67%) Azure SQL Database
5 7 (16.67%) Microsoft Analysis Services
5 7 (16.67%) SQL Server Reporting Services
6 6 (14.29%) Azure SQL Data Warehouse
7 4 (9.52%) Enterprise Data Warehouse
8 3 (7.14%) Cognos Framework Manager
8 3 (7.14%) PostgreSQL
9 2 (4.76%) Apache Hive
9 2 (4.76%) Hadoop
9 2 (4.76%) HBase
9 2 (4.76%) Oracle Database
9 2 (4.76%) RDBMS
9 2 (4.76%) Relational Database
Development Applications
1 3 (7.14%) Git (software)
2 1 (2.38%) Hudson
2 1 (2.38%) Visual Studio
General
1 7 (16.67%) Finance
1 7 (16.67%) Pharmaceutical
2 6 (14.29%) Banking
3 3 (7.14%) Games
4 2 (4.76%) Law
5 1 (2.38%) Electronics
5 1 (2.38%) Manufacturing
5 1 (2.38%) Marketing
5 1 (2.38%) Public Sector
5 1 (2.38%) Telecoms
Job Titles
1 30 (71.43%) Developer
2 13 (30.95%) Ab Initio Developer
3 6 (14.29%) ETL Developer
4 5 (11.90%) Cognos Developer
4 5 (11.90%) Data Engineer
5 4 (9.52%) Business Intelligence Developer
5 4 (9.52%) Full Stack Developer
5 4 (9.52%) SQL Developer
6 3 (7.14%) Big Data Developer
6 3 (7.14%) Linux Developer
6 3 (7.14%) Platform Manager
6 3 (7.14%) Unix Developer
7 2 (4.76%) Data Manager
7 2 (4.76%) Data Warehouse Developer
7 2 (4.76%) Database Developer
7 2 (4.76%) SQL Server Data Warehouse Developer
7 2 (4.76%) SQL Server Developer
8 1 (2.38%) .NET Developer
8 1 (2.38%) HTML Developer
8 1 (2.38%) SQL DBA
Libraries, Frameworks & Software Standards
1 10 (23.81%) .NET
1 10 (23.81%) XML
2 6 (14.29%) .NET Framework
2 6 (14.29%) JSON
3 4 (9.52%) ASP.NET
3 4 (9.52%) CSS
3 4 (9.52%) HTML
3 4 (9.52%) HTML5
3 4 (9.52%) jQuery
3 4 (9.52%) React
3 4 (9.52%) SOAP
3 4 (9.52%) Vue.js
4 3 (7.14%) Web Services
5 1 (2.38%) EDI
Miscellaneous
1 12 (28.57%) Virtual Team
2 4 (9.52%) Analytical Skills
2 4 (9.52%) Enterprise Software
2 4 (9.52%) User Experience
3 2 (4.76%) Credit Risk
4 1 (2.38%) NHS
Operating Systems
1 12 (28.57%) Linux
1 12 (28.57%) Unix
2 1 (2.38%) Windows
Processes & Methodologies
1 21 (50.00%) Business Intelligence
2 13 (30.95%) Agile Software Development
3 12 (28.57%) Analytics
4 11 (26.19%) Performance Tuning
4 11 (26.19%) Virtual Team Management
5 8 (19.05%) Continuous Improvement
5 8 (19.05%) Data Modelling
5 8 (19.05%) DevOps
6 6 (14.29%) Data Science
6 6 (14.29%) Data Transformation
6 6 (14.29%) IT Strategy
6 6 (14.29%) Project Delivery
6 6 (14.29%) Root Cause Analysis
6 6 (14.29%) Scrum
7 5 (11.90%) Data Integration
7 5 (11.90%) Test Automation
8 4 (9.52%) Business Continuity
8 4 (9.52%) Microservices
8 4 (9.52%) Stakeholder Management
9 3 (7.14%) Data Engineering
Programming Languages
1 28 (66.67%) SQL
2 6 (14.29%) PowerShell
2 6 (14.29%) Python
3 5 (11.90%) Java
4 4 (9.52%) C#
4 4 (9.52%) JavaScript
5 3 (7.14%) PHP
5 3 (7.14%) Ruby
5 3 (7.14%) T-SQL
6 2 (4.76%) Scala
7 1 (2.38%) Data Analysis Expressions (DAX)
7 1 (2.38%) PL/SQL
Qualifications
1 9 (21.43%) SC Cleared
1 9 (21.43%) Security Cleared
Quality Assurance & Compliance
1 6 (14.29%) QA
2 5 (11.90%) Data Quality
3 2 (4.76%) Cyber Essentials
3 2 (4.76%) NCSC
3 2 (4.76%) NIST
3 2 (4.76%) Sarbanes-Oxley
System Software
1 2 (4.76%) Apache ZooKeeper
1 2 (4.76%) HDFS
Systems Management
1 2 (4.76%) Hadoop YARN
Vendors
1 14 (33.33%) Ab Initio
1 14 (33.33%) Microsoft
2 7 (16.67%) Oracle
3 5 (11.90%) Cognos
4 2 (4.76%) Cloudera
4 2 (4.76%) SAP
4 2 (4.76%) Teradata
5 1 (2.38%) Ariba
5 1 (2.38%) Databricks
5 1 (2.38%) IBM
5 1 (2.38%) MicroStrategy
5 1 (2.38%) Twitter