ETL Jobs in the West Midlands

Extract, Transform and Load (ETL)
England > West Midlands

The table below provides summary statistics for permanent job vacancies advertised in the West 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 1 May 2025, comparing them to the same period in the previous two years.

6 months to
1 May 2025
Same period 2024 Same period 2023
Rank 126 114 128
Rank change year-on-year -12 +14 -41
Permanent jobs citing ETL 74 149 159
As % of all permanent jobs advertised in the West Midlands 1.66% 2.06% 2.39%
As % of the Processes & Methodologies category 1.82% 2.48% 2.47%
Number of salaries quoted 55 122 118
10th Percentile £41,350 £35,000 £37,875
25th Percentile £44,000 £43,750 £42,500
Median annual salary (50th Percentile) £55,000 £55,000 £49,368
Median % change year-on-year - +11.41% -1.26%
75th Percentile £65,000 £67,500 £58,750
90th Percentile £80,000 £77,500 £67,500
England median annual salary £62,500 £62,500 £65,500
% change year-on-year - -4.58% +9.17%

All Process and Methodology Skills
West 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 West Midlands.

Permanent vacancies with a requirement for process or methodology skills 4,072 6,020 6,438
As % of all permanent jobs advertised in the West Midlands 91.16% 83.15% 96.84%
Number of salaries quoted 1,682 4,530 3,268
10th Percentile £29,250 £26,250 £30,500
25th Percentile £38,750 £35,700 £40,000
Median annual salary (50th Percentile) £52,500 £50,000 £53,000
Median % change year-on-year +5.00% -5.66% +6.00%
75th Percentile £67,500 £63,750 £67,500
90th Percentile £80,000 £77,500 £80,000
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 West Midlands

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

Job vacancy trend for ETL in the West Midlands

ETL
Salary Trend in the West Midlands

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

Salary trend for ETL in the West Midlands

ETL
Salary Histogram in the West Midlands

Salary distribution for jobs citing ETL in the West Midlands over the 6 months to 1 May 2025.

Salary histogram for ETL in the West Midlands

ETL
Job Locations in the West Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the West Midlands region over the 6 months to 1 May 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
Birmingham -15 24 £55,000 -8.33% 21
Dudley - 11 £57,500 - 3
Shropshire +23 10 £55,000 -9.09%
Staffordshire +5 7 £53,688 +13.03% 12
Solihull +10 6 £55,000 -21.43%
Warwickshire -24 5 £66,500 -19.39% 4
Coventry -3 3 £62,500 +56.25% 4
Worcestershire +21 1 £55,000 +15.79% 1
Walsall -6 1 £42,000 -6.67% 2
Brierley Hill - 1 £82,500 -
ETL
England

ETL
Co-occurring Skills and Capabilities in the West 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 9 (12.16%) SharePoint
2 4 (5.41%) Apache Spark
3 3 (4.05%) Apache
4 2 (2.70%) Apache Airflow
5 1 (1.35%) Confluence
5 1 (1.35%) Oracle SOA Suite
Applications
1 10 (13.51%) Microsoft Excel
Business Applications
1 2 (2.70%) Dynamics GP
2 1 (1.35%) Oracle EBS
Cloud Services
1 42 (56.76%) Azure
2 36 (48.65%) Power Platform
3 26 (35.14%) Azure Data Factory
4 18 (24.32%) AWS
5 14 (18.92%) Azure Synapse Analytics
6 13 (17.57%) Power Automate
7 10 (13.51%) IaaS
7 10 (13.51%) PaaS
8 9 (12.16%) PowerApps
9 7 (9.46%) Serverless
10 6 (8.11%) GCP
10 6 (8.11%) Snowflake
11 5 (6.76%) Dynamics 365
11 5 (6.76%) SaaS
12 4 (5.41%) AWS Lambda
13 3 (4.05%) Amazon CloudWatch
13 3 (4.05%) Amazon EMR
13 3 (4.05%) Amazon Kinesis
13 3 (4.05%) Amazon Kinesis Data Analytics
13 3 (4.05%) Azure Functions
Database & Business Intelligence
1 46 (62.16%) Data Warehouse
2 36 (48.65%) Power BI
3 15 (20.27%) SQL Server Integration Services
4 14 (18.92%) Data Lake
5 13 (17.57%) SQL Server
6 11 (14.86%) Star Schema
7 10 (13.51%) SQL Server Reporting Services
8 8 (10.81%) Amazon Redshift
9 7 (9.46%) Metadata
9 7 (9.46%) NoSQL
10 6 (8.11%) Azure SQL Database
10 6 (8.11%) Metadata Repository
11 5 (6.76%) Azure SQL Data Warehouse
11 5 (6.76%) BigQuery
11 5 (6.76%) Data Hub
12 4 (5.41%) Data Mining
12 4 (5.41%) Relational Database
13 3 (4.05%) Big Data
13 3 (4.05%) DynamoDB
13 3 (4.05%) Tableau
Development Applications
1 10 (13.51%) SQL Server Management Studio (SSMS)
2 6 (8.11%) JIRA
3 2 (2.70%) ERwin
4 1 (1.35%) kappa
4 1 (1.35%) Visual Studio
General
1 26 (35.14%) Social Skills
2 21 (28.38%) Finance
3 16 (21.62%) Analytical Skills
4 10 (13.51%) Inclusion and Diversity
5 7 (9.46%) Manufacturing
5 7 (9.46%) Public Sector
6 5 (6.76%) Organisational Skills
6 5 (6.76%) Retail
7 2 (2.70%) Automotive
7 2 (2.70%) Local Government
7 2 (2.70%) Police
8 1 (1.35%) Billing
8 1 (1.35%) Marketing
8 1 (1.35%) Social Housing
Job Titles
1 20 (27.03%) Developer
2 19 (25.68%) Data Engineer
3 14 (18.92%) Business Intelligence Developer
4 11 (14.86%) Architect
4 11 (14.86%) Power BI Developer
4 11 (14.86%) SQL Developer
5 10 (13.51%) Business Developer
6 9 (12.16%) Data Architect
6 9 (12.16%) ETL Developer
6 9 (12.16%) Lead
6 9 (12.16%) SQL BI Developer
7 7 (9.46%) Analyst
8 6 (8.11%) Business Intelligence Analyst
8 6 (8.11%) Data Manager
9 5 (6.76%) Analytics Manager
9 5 (6.76%) Lead Architect
9 5 (6.76%) Lead Data Architect
9 5 (6.76%) Senior
9 5 (6.76%) SSIS Developer
10 4 (5.41%) AWS Engineer
Libraries, Frameworks & Software Standards
1 6 (8.11%) PySpark
2 4 (5.41%) .NET
3 2 (2.70%) JSON
3 2 (2.70%) NumPy
3 2 (2.70%) Pandas
3 2 (2.70%) SciPy
3 2 (2.70%) XML
Miscellaneous
1 13 (17.57%) Management Information System
2 7 (9.46%) Data Structures
2 7 (9.46%) Legacy Systems
3 2 (2.70%) Cloud Native
3 2 (2.70%) IoT
4 1 (1.35%) Enterprise Software
4 1 (1.35%) Virtual Team
Processes & Methodologies
1 55 (74.32%) Business Intelligence
2 51 (68.92%) Analytics
3 34 (45.95%) Data Modelling
4 26 (35.14%) Decision-Making
5 21 (28.38%) Data Governance
6 20 (27.03%) Data Pipeline
6 20 (27.03%) Problem-Solving
7 18 (24.32%) Data Migration
7 18 (24.32%) Migration
8 17 (22.97%) Data Architecture
8 17 (22.97%) Visualisation
9 16 (21.62%) Data Analysis
9 16 (21.62%) Kimball Methodology
10 15 (20.27%) Data Integration
10 15 (20.27%) ERP
11 14 (18.92%) CRM
11 14 (18.92%) Data Mapping
12 13 (17.57%) Data Engineering
12 13 (17.57%) Data Science
12 13 (17.57%) ETL Development
Programming Languages
1 60 (81.08%) SQL
2 27 (36.49%) Python
3 6 (8.11%) T-SQL
4 5 (6.76%) Data Analysis Expressions
4 5 (6.76%) Java
5 4 (5.41%) R
6 2 (2.70%) C#
6 2 (2.70%) C++
6 2 (2.70%) PowerShell
7 1 (1.35%) JavaScript
7 1 (1.35%) Scala
Qualifications
1 14 (18.92%) Degree
2 5 (6.76%) ACCA
2 5 (6.76%) CIMA
3 4 (5.41%) HND
4 3 (4.05%) Azure Certification
5 1 (1.35%) BPSS Clearance
5 1 (1.35%) DBS Check
5 1 (1.35%) Master's Degree
5 1 (1.35%) SC Cleared
5 1 (1.35%) Security Cleared
Quality Assurance & Compliance
1 24 (32.43%) Data Quality
2 4 (5.41%) GDPR
2 4 (5.41%) QA
3 2 (2.70%) Accessibility
4 1 (1.35%) Cyber Essentials
4 1 (1.35%) ISO/IEC 27001
4 1 (1.35%) PCI DSS
Systems Management
1 1 (1.35%) Kubernetes
Vendors
1 23 (31.08%) Microsoft
2 14 (18.92%) Databricks
3 11 (14.86%) Oracle
4 8 (10.81%) Informatica
5 6 (8.11%) Google
6 5 (6.76%) Alteryx
7 4 (5.41%) SAP
7 4 (5.41%) Zoho
8 3 (4.05%) JD Edwards
8 3 (4.05%) QAD
9 2 (2.70%) Salesforce
10 1 (1.35%) Atlassian
10 1 (1.35%) Cognos
10 1 (1.35%) IBM
10 1 (1.35%) PeopleSoft