ETL Contracts in the Midlands

Extract, Transform and Load (ETL)
England > Midlands

The table below provides summary statistics for contract job vacancies advertised in the Midlands requiring ETL skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited ETL over the 6 months leading up to 20 July 2025, comparing them to the same period in the previous two years.

6 months to
20 Jul 2025
Same period 2024 Same period 2023
Rank 59 60 74
Rank change year-on-year +1 +14 -27
Contract jobs citing ETL 85 80 83
As % of all contract jobs advertised in the Midlands 3.52% 2.80% 2.59%
As % of the Processes & Methodologies category 4.01% 3.48% 3.01%
Number of daily rates quoted 54 59 61
10th Percentile £363 £338 £363
25th Percentile £401 £358 £438
Median daily rate (50th Percentile) £450 £400 £540
Median % change year-on-year +12.56% -25.93% +3.85%
75th Percentile £502 £563 £600
90th Percentile £551 £663 £656
England median daily rate £508 £510 £540
% change year-on-year -0.49% -5.56% +2.86%
Number of hourly rates quoted 1 2 0
Median hourly rate £38.96 £26.05 -
Median % change year-on-year +49.56% - -
England median hourly rate £52.50 £38.75 £67.50
% change year-on-year +35.48% -42.59% +40.02%

All Process and Methodology Skills
Midlands

ETL falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring process or methodology skills in the Midlands.

Contract vacancies with a requirement for process or methodology skills 2,118 2,298 2,754
As % of all contract IT jobs advertised in the Midlands 87.63% 80.35% 86.01%
Number of daily rates quoted 1,348 1,549 1,931
10th Percentile £212 £253 £256
25th Percentile £356 £363 £363
Median daily rate (50th Percentile) £450 £495 £500
Median % change year-on-year -9.09% -1.00% +2.15%
75th Percentile £550 £600 £600
90th Percentile £650 £688 £700
England median daily rate £513 £525 £550
% change year-on-year -2.38% -4.55% -
Number of hourly rates quoted 171 143 91
10th Percentile £12.62 £11.50 £13.00
25th Percentile £15.12 £13.96 £19.75
Median hourly rate £20.50 £18.00 £27.50
Median % change year-on-year +13.89% -34.55% +41.03%
75th Percentile £26.51 £35.00 £51.50
90th Percentile £50.00 £55.00 £65.00
England median hourly rate £25.15 £39.50 £42.50
% change year-on-year -36.33% -7.06% +63.46%

ETL
Job Vacancy Trend in the Midlands

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

Job vacancy trend for ETL in the Midlands

ETL
Contractor Daily Rate Trend in the Midlands

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

Daily rate trend for ETL in the Midlands

ETL
Daily Rate Histogram in the Midlands

Daily rate distribution for jobs citing ETL in the Midlands over the 6 months to 20 July 2025.

Daily rate histogram for ETL in the Midlands

ETL
Contractor Hourly Rate Trend in the Midlands

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

Hourly rate trend for ETL in the Midlands

ETL
Contract Job Locations in the 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 Midlands region over the 6 months to 20 July 2025. 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
West Midlands -5 47 £495 +23.75% 43
East Midlands +14 35 £442 +3.91% 22
ETL
England

ETL
Co-occurring Skills and Capabilities in the Midlands 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 15 (17.65%) Apache Spark
2 6 (7.06%) Apache
3 4 (4.71%) Apache Airflow
4 1 (1.18%) Confluence
4 1 (1.18%) Luigi
Applications
1 5 (5.88%) Microsoft Excel
2 2 (2.35%) Microsoft Office
2 2 (2.35%) Microsoft PowerPoint
Business Applications
1 8 (9.41%) Payment Gateway
1 8 (9.41%) SAP PM
2 3 (3.53%) SAP HR
3 2 (2.35%) NetSuite
Cloud Services
1 38 (44.71%) Azure
2 27 (31.76%) AWS
3 16 (18.82%) Power Platform
4 15 (17.65%) Azure Data Factory
5 11 (12.94%) Serverless
6 9 (10.59%) Amazon S3
6 9 (10.59%) Azure Synapse Analytics
7 8 (9.41%) AWS Lambda
7 8 (9.41%) GCP
8 7 (8.24%) Microsoft Purview
9 6 (7.06%) Azure Cosmos DB
9 6 (7.06%) Azure DevOps
10 5 (5.88%) Collibra
10 5 (5.88%) Snowflake
11 4 (4.71%) Amazon EMR
11 4 (4.71%) Amazon Kinesis
11 4 (4.71%) GitHub
11 4 (4.71%) GitHub Actions
12 3 (3.53%) Azure Monitor
12 3 (3.53%) Cloud Computing
Communications & Networking
1 2 (2.35%) DMZ
1 2 (2.35%) Firewall
1 2 (2.35%) Internet
1 2 (2.35%) SSH
1 2 (2.35%) TCP/IP
2 1 (1.18%) DNS
2 1 (1.18%) SSL
Database & Business Intelligence
1 26 (30.59%) Data Warehouse
2 16 (18.82%) Big Data
2 16 (18.82%) Power BI
3 12 (14.12%) Hadoop
4 11 (12.94%) Azure SQL Database
4 11 (12.94%) Relational Database
4 11 (12.94%) SQL Server
5 10 (11.76%) Delta Lake
5 10 (11.76%) NoSQL
6 9 (10.59%) SQL Server Integration Services
7 8 (9.41%) Data Lake
8 6 (7.06%) Amazon Redshift
8 6 (7.06%) Impala
8 6 (7.06%) Oracle Database
9 5 (5.88%) Apache Hive
9 5 (5.88%) DataStage
9 5 (5.88%) GIS
9 5 (5.88%) HBase
10 4 (4.71%) Parquet
10 4 (4.71%) PostgreSQL
Development Applications
1 7 (8.24%) Jenkins
2 5 (5.88%) JIRA
3 4 (4.71%) Git
4 2 (2.35%) Gradle
4 2 (2.35%) Maven
4 2 (2.35%) MLflow
4 2 (2.35%) SonarQube
4 2 (2.35%) Sonatype Nexus
5 1 (1.18%) ERwin
5 1 (1.18%) JMeter
5 1 (1.18%) Poetry
5 1 (1.18%) Postman
5 1 (1.18%) PyCharm
5 1 (1.18%) Selenium
5 1 (1.18%) Visual Studio
5 1 (1.18%) Visual Studio Code
General
1 21 (24.71%) Social Skills
2 20 (23.53%) Finance
3 18 (21.18%) Analytical Skills
4 9 (10.59%) Banking
5 4 (4.71%) Presentation Skills
5 4 (4.71%) Public Sector
6 3 (3.53%) Retail
7 2 (2.35%) Inclusion and Diversity
7 2 (2.35%) Legal
7 2 (2.35%) Organisational Skills
7 2 (2.35%) Police
8 1 (1.18%) Automotive
8 1 (1.18%) Law
8 1 (1.18%) Manufacturing
8 1 (1.18%) Military
8 1 (1.18%) Telecoms
Job Titles
1 26 (30.59%) Data Engineer
2 20 (23.53%) Architect
3 16 (18.82%) Developer
4 7 (8.24%) Data Architect
4 7 (8.24%) Senior
5 6 (7.06%) Solutions Architect
6 5 (5.88%) Analyst
6 5 (5.88%) Enterprise Architect
6 5 (5.88%) Lead
6 5 (5.88%) Senior Data Engineer
7 4 (4.71%) Azure Data Engineer
7 4 (4.71%) Azure Engineer
7 4 (4.71%) Business Intelligence Developer
7 4 (4.71%) Platform Engineer
8 3 (3.53%) Data Manager
8 3 (3.53%) Data Migration Manager
8 3 (3.53%) Data Migration Project Manager
8 3 (3.53%) ETL Developer
8 3 (3.53%) Salesforce Architect
8 3 (3.53%) Scala Developer
Libraries, Frameworks & Software Standards
1 13 (15.29%) Kafka
2 5 (5.88%) RESTful
2 5 (5.88%) Web Services
3 4 (4.71%) .NET
3 4 (4.71%) Apache Avro
4 3 (3.53%) GraphQL
4 3 (3.53%) Lightning Web Components
4 3 (3.53%) NumPy
4 3 (3.53%) Pandas
4 3 (3.53%) PySpark
4 3 (3.53%) SAP PI
4 3 (3.53%) Visualforce
5 2 (2.35%) Elastic Stack
5 2 (2.35%) Flask
5 2 (2.35%) JSON
6 1 (1.18%) Django
6 1 (1.18%) FHIR
6 1 (1.18%) Middleware
6 1 (1.18%) Spark Streaming
6 1 (1.18%) XML
Miscellaneous
1 6 (7.06%) Cloud Native
1 6 (7.06%) Data Centre
1 6 (7.06%) IoT
1 6 (7.06%) Legacy Systems
2 5 (5.88%) Product Ownership
2 5 (5.88%) SCADA
3 3 (3.53%) Data Structures
3 3 (3.53%) Distributed Computing
3 3 (3.53%) Greenfield Project
3 3 (3.53%) Onboarding
4 2 (2.35%) CMDB
4 2 (2.35%) Distributed Systems
5 1 (1.18%) Analytical Mindset
5 1 (1.18%) Hybrid Cloud
5 1 (1.18%) Life Science
5 1 (1.18%) Team-Oriented Environment
Operating Systems
1 6 (7.06%) Linux
2 2 (2.35%) Windows
Processes & Methodologies
1 32 (37.65%) Data Modelling
2 26 (30.59%) Analytics
2 26 (30.59%) Data Governance
2 26 (30.59%) Problem-Solving
3 22 (25.88%) Business Intelligence
4 21 (24.71%) Data Engineering
4 21 (24.71%) Data Integration
4 21 (24.71%) Data Pipeline
5 20 (23.53%) CI/CD
6 19 (22.35%) Migration
7 18 (21.18%) Data Migration
8 16 (18.82%) Data Transformation
9 13 (15.29%) DevOps
9 13 (15.29%) Validation
10 12 (14.12%) Agile
10 12 (14.12%) Data Architecture
10 12 (14.12%) Visualisation
11 10 (11.76%) Data Security
11 10 (11.76%) High Availability
12 9 (10.59%) Artificial Intelligence
Programming Languages
1 45 (52.94%) SQL
2 27 (31.76%) Python
3 15 (17.65%) Java
4 10 (11.76%) Scala
5 7 (8.24%) Data Analysis Expressions
6 5 (5.88%) Kusto Query Language
7 4 (4.71%) C#
8 3 (3.53%) Apex Code
9 2 (2.35%) Bash
9 2 (2.35%) Bicep
9 2 (2.35%) Groovy
9 2 (2.35%) R
10 1 (1.18%) JavaScript
10 1 (1.18%) PHP
10 1 (1.18%) PL/SQL
10 1 (1.18%) T-SQL
Qualifications
1 12 (14.12%) Security Cleared
2 9 (10.59%) Degree
3 6 (7.06%) SC Cleared
4 3 (3.53%) AWS Certification
4 3 (3.53%) Computer Science Degree
5 2 (2.35%) AWS Certified Solutions Architect
5 2 (2.35%) Azure Certification
5 2 (2.35%) BPSS Clearance
5 2 (2.35%) DV Cleared
6 1 (1.18%) CITP
6 1 (1.18%) CTC Cleared
6 1 (1.18%) Microsoft Certification
Quality Assurance & Compliance
1 27 (31.76%) Data Quality
2 7 (8.24%) GDPR
3 3 (3.53%) QA
4 2 (2.35%) ISO/IEC 27001
5 1 (1.18%) Accessibility
5 1 (1.18%) Software Quality Assurance
System Software
1 10 (11.76%) Docker
2 3 (3.53%) Virtual Machines
3 1 (1.18%) HDFS
Systems Management
1 9 (10.59%) Kubernetes
2 8 (9.41%) Terraform
3 2 (2.35%) Argo
3 2 (2.35%) Istio
4 1 (1.18%) Ansible
4 1 (1.18%) Grafana
4 1 (1.18%) Single Sign-On
Vendors
1 18 (21.18%) Microsoft
2 16 (18.82%) Databricks
3 11 (12.94%) Oracle
4 10 (11.76%) SAP
5 7 (8.24%) IBM
6 5 (5.88%) Informatica
7 4 (4.71%) Google
8 3 (3.53%) Cognos
8 3 (3.53%) Salesforce
9 2 (2.35%) Cloudera
10 1 (1.18%) Atlassian
10 1 (1.18%) Hitachi
10 1 (1.18%) Red Hat
10 1 (1.18%) ServiceNow
10 1 (1.18%) Splunk