ETL Jobs in the Midlands

Extract, Transform and Load (ETL)
England > Midlands

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

6 months to
20 Jun 2025
Same period 2024 Same period 2023
Rank 147 155 148
Rank change year-on-year +8 -7 -20
Permanent jobs citing ETL 105 212 174
As % of all permanent jobs advertised in the Midlands 1.56% 1.47% 2.04%
As % of the Processes & Methodologies category 1.72% 1.87% 2.12%
Number of salaries quoted 88 163 144
10th Percentile £42,200 £36,250 £37,875
25th Percentile £46,250 £43,750 £42,500
Median annual salary (50th Percentile) £55,000 £55,000 £50,000
Median % change year-on-year - +10.00% -2.44%
75th Percentile £67,500 £67,500 £60,250
90th Percentile £78,250 £78,250 £67,500
England median annual salary £65,000 £64,000 £65,000
% change year-on-year +1.56% -1.54% +4.00%

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 permanent job vacancies requiring process or methodology skills in the Midlands.

Permanent vacancies with a requirement for process or methodology skills 6,089 11,355 8,219
As % of all permanent jobs advertised in the Midlands 90.62% 78.85% 96.46%
Number of salaries quoted 2,623 7,752 4,366
10th Percentile £26,750 £26,250 £30,000
25th Percentile £32,500 £35,000 £38,750
Median annual salary (50th Percentile) £48,000 £47,500 £52,500
Median % change year-on-year +1.05% -9.52% +5.00%
75th Percentile £63,750 £62,500 £67,500
90th Percentile £76,250 £75,000 £77,500
England median annual salary £57,500 £55,000 £62,500
% change year-on-year +4.55% -12.00% +4.17%

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
Salary Trend in the Midlands

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

Salary trend for ETL in the Midlands

ETL
Salary Histogram in the Midlands

Salary distribution for jobs citing ETL in the Midlands over the 6 months to 20 June 2025.

Salary histogram for ETL in the Midlands

ETL
Job Locations in the Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the Midlands region over the 6 months to 20 June 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
West Midlands +2 71 £55,000 -4.35% 241
East Midlands +36 34 £53,750 +13.16% 194
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 10 (9.52%) SharePoint
2 6 (5.71%) Apache
3 5 (4.76%) Apache Airflow
4 3 (2.86%) Apache Spark
5 1 (0.95%) Luigi
5 1 (0.95%) SAS
Applications
1 6 (5.71%) Microsoft Excel
Business Applications
1 1 (0.95%) Dynamics NAV
Cloud Services
1 67 (63.81%) Azure
2 45 (42.86%) Power Platform
3 33 (31.43%) Azure Data Factory
4 27 (25.71%) AWS
5 14 (13.33%) Azure Synapse Analytics
6 13 (12.38%) GCP
6 13 (12.38%) Snowflake
7 11 (10.48%) Power Automate
7 11 (10.48%) PowerApps
8 10 (9.52%) IaaS
8 10 (9.52%) PaaS
8 10 (9.52%) SaaS
9 3 (2.86%) Azure Functions
9 3 (2.86%) Serverless
10 2 (1.90%) Azure DevOps
10 2 (1.90%) dbt
10 2 (1.90%) GitHub
11 1 (0.95%) Amazon S3
11 1 (0.95%) Azure App Service
11 1 (0.95%) Datadog
Communications & Networking
1 1 (0.95%) PuTTY
Database & Business Intelligence
1 57 (54.29%) Data Warehouse
2 44 (41.90%) Power BI
3 31 (29.52%) SQL Server Integration Services
4 29 (27.62%) SQL Server
5 21 (20.00%) SQL Server Reporting Services
6 20 (19.05%) Data Lake
7 12 (11.43%) Azure SQL Database
7 12 (11.43%) NoSQL
8 11 (10.48%) Star Schema
9 8 (7.62%) BigQuery
10 7 (6.67%) Amazon Redshift
10 7 (6.67%) Big Data
10 7 (6.67%) Metadata
10 7 (6.67%) Metadata Repository
11 5 (4.76%) Data Hub
11 5 (4.76%) MongoDB
11 5 (4.76%) Relational Database
12 4 (3.81%) Azure SQL Data Warehouse
12 4 (3.81%) BusinessObjects
12 4 (3.81%) Tableau
Development Applications
1 12 (11.43%) SQL Server Management Studio (SSMS)
2 6 (5.71%) Visual Studio
3 3 (2.86%) Git
4 2 (1.90%) Eclipse
4 2 (1.90%) Eclipse RCP
4 2 (1.90%) ERwin
5 1 (0.95%) Jenkins
5 1 (0.95%) JIRA
5 1 (0.95%) Toad
General
1 38 (36.19%) Finance
2 31 (29.52%) Analytical Skills
3 25 (23.81%) Social Skills
4 16 (15.24%) Law
5 12 (11.43%) Inclusion and Diversity
6 9 (8.57%) Manufacturing
7 7 (6.67%) Public Sector
8 6 (5.71%) Organisational Skills
9 5 (4.76%) Retail
10 2 (1.90%) Automotive
10 2 (1.90%) Billing
10 2 (1.90%) Legal
10 2 (1.90%) Local Government
10 2 (1.90%) Police
11 1 (0.95%) Advertising
11 1 (0.95%) Banking
11 1 (0.95%) Presentation Skills
11 1 (0.95%) Social Housing
11 1 (0.95%) Tech for Good
Job Titles
1 29 (27.62%) Data Engineer
2 20 (19.05%) Developer
3 14 (13.33%) Business Intelligence Developer
4 13 (12.38%) Power BI Developer
4 13 (12.38%) SQL Developer
5 11 (10.48%) Analyst
5 11 (10.48%) Architect
5 11 (10.48%) Business Developer
6 10 (9.52%) ETL Developer
6 10 (9.52%) Lead
6 10 (9.52%) Senior
6 10 (9.52%) SQL BI Developer
7 9 (8.57%) Data Architect
8 8 (7.62%) Business Intelligence Analyst
8 8 (7.62%) DBA
9 7 (6.67%) Administrator
9 7 (6.67%) SQL DBA
10 6 (5.71%) Business Analyst
10 6 (5.71%) Data Manager
10 6 (5.71%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 8 (7.62%) PySpark
2 4 (3.81%) .NET
2 4 (3.81%) Kafka
3 2 (1.90%) CSS
3 2 (1.90%) Django
3 2 (1.90%) Flask
3 2 (1.90%) HTML
3 2 (1.90%) JSON
3 2 (1.90%) JSP
3 2 (1.90%) Middleware
3 2 (1.90%) NumPy
3 2 (1.90%) Pandas
3 2 (1.90%) XML
4 1 (0.95%) Apache NiFi
4 1 (0.95%) Plotly
4 1 (0.95%) React
4 1 (0.95%) Regular Expression
4 1 (0.95%) Shiny
Miscellaneous
1 19 (18.10%) Data Structures
2 14 (13.33%) Management Information System
3 9 (8.57%) Legacy Systems
4 5 (4.76%) Replication
5 3 (2.86%) Cloud Native
5 3 (2.86%) Legacy Code
6 2 (1.90%) IoT
7 1 (0.95%) PropTech
7 1 (0.95%) Renewable Energy
7 1 (0.95%) Self-Motivation
Operating Systems
1 2 (1.90%) Linux
1 2 (1.90%) Windows
2 1 (0.95%) Unix
Processes & Methodologies
1 65 (61.90%) Business Intelligence
2 61 (58.10%) Analytics
3 46 (43.81%) Data Modelling
4 32 (30.48%) Data Pipeline
5 29 (27.62%) Data Analysis
5 29 (27.62%) Decision-Making
6 26 (24.76%) Data Integration
7 25 (23.81%) Problem-Solving
8 23 (21.90%) Data Engineering
8 23 (21.90%) Data Governance
9 20 (19.05%) Data Architecture
10 19 (18.10%) Migration
11 18 (17.14%) Agile
11 18 (17.14%) Data Migration
11 18 (17.14%) Visualisation
12 17 (16.19%) Kimball Methodology
13 16 (15.24%) ETL Development
13 16 (15.24%) Software Engineering
14 15 (14.29%) Data Mapping
15 14 (13.33%) Data Management
Programming Languages
1 83 (79.05%) SQL
2 36 (34.29%) Python
3 17 (16.19%) T-SQL
4 7 (6.67%) Data Analysis Expressions
4 7 (6.67%) Java
5 6 (5.71%) C#
6 3 (2.86%) R
7 2 (1.90%) Ada
7 2 (1.90%) JavaScript
7 2 (1.90%) PowerShell
7 2 (1.90%) Rust
8 1 (0.95%) Bash
8 1 (0.95%) PL/SQL
8 1 (0.95%) PROC SQL
8 1 (0.95%) Scala
Qualifications
1 10 (9.52%) Degree
2 5 (4.76%) ACCA
2 5 (4.76%) CIMA
3 4 (3.81%) Azure Certification
3 4 (3.81%) SC Cleared
3 4 (3.81%) Security Cleared
4 3 (2.86%) BPSS Clearance
5 2 (1.90%) AWS Certification
6 1 (0.95%) Chartered Engineer
6 1 (0.95%) DBS Check
Quality Assurance & Compliance
1 38 (36.19%) Data Quality
2 7 (6.67%) QA
3 1 (0.95%) Accessibility
3 1 (0.95%) COBIT
3 1 (0.95%) Cyber Essentials
3 1 (0.95%) GDPR
3 1 (0.95%) ISO/IEC 27001
3 1 (0.95%) PCI DSS
System Software
1 1 (0.95%) Apache Flume
1 1 (0.95%) HDFS
Systems Management
1 3 (2.86%) Terraform
2 2 (1.90%) Kubernetes
3 1 (0.95%) Kibana
3 1 (0.95%) logstash
3 1 (0.95%) Oozie
Vendors
1 34 (32.38%) Microsoft
2 18 (17.14%) Databricks
3 10 (9.52%) Informatica
4 9 (8.57%) Oracle
5 7 (6.67%) Google
6 5 (4.76%) Alteryx
6 5 (4.76%) SAP
7 3 (2.86%) JD Edwards
7 3 (2.86%) QAD
7 3 (2.86%) Salesforce
8 2 (1.90%) IBM
9 1 (0.95%) Cognos
9 1 (0.95%) MicroStrategy
9 1 (0.95%) PeopleSoft
9 1 (0.95%) SnapLogic