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 13 May 2025, comparing them to the same period in the previous two years.

6 months to
13 May 2025
Same period 2024 Same period 2023
Rank 151 132 143
Rank change year-on-year -19 +11 -36
Permanent jobs citing ETL 104 214 206
As % of all permanent jobs advertised in the Midlands 1.48% 1.80% 2.22%
As % of the Processes & Methodologies category 1.62% 2.20% 2.30%
Number of salaries quoted 87 169 150
10th Percentile £38,450 £35,000 £37,713
25th Percentile £44,000 £43,750 £42,500
Median annual salary (50th Percentile) £55,000 £53,635 £50,000
Median % change year-on-year +2.54% +7.27% -
75th Percentile £65,000 £66,650 £60,000
90th Percentile £80,000 £75,500 £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
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 6,435 9,747 8,963
As % of all permanent jobs advertised in the Midlands 91.65% 81.99% 96.51%
Number of salaries quoted 2,650 7,159 4,536
10th Percentile £27,500 £26,250 £30,000
25th Percentile £35,000 £34,834 £38,750
Median annual salary (50th Percentile) £50,000 £47,500 £52,500
Median % change year-on-year +5.26% -9.52% +5.00%
75th Percentile £63,750 £62,290 £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 13 May 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 13 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
West Midlands -24 72 £55,000 -2.65% 65
East Midlands +5 32 £48,500 +2.11% 25
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 (9.62%) SharePoint
2 6 (5.77%) Apache Airflow
3 5 (4.81%) Apache
4 4 (3.85%) Luigi
5 3 (2.88%) Apache Spark
6 1 (0.96%) Oracle SOA Suite
Applications
1 11 (10.58%) Microsoft Excel
2 1 (0.96%) Microsoft PowerPoint
Business Applications
1 2 (1.92%) Dynamics GP
2 1 (0.96%) Oracle EBS
Cloud Services
1 56 (53.85%) Azure
2 43 (41.35%) Power Platform
3 31 (29.81%) Azure Data Factory
4 20 (19.23%) AWS
5 13 (12.50%) Power Automate
6 12 (11.54%) Azure Synapse Analytics
6 12 (11.54%) Snowflake
7 11 (10.58%) GCP
8 10 (9.62%) IaaS
8 10 (9.62%) PaaS
8 10 (9.62%) PowerApps
9 7 (6.73%) SaaS
10 6 (5.77%) Serverless
11 5 (4.81%) dbt
11 5 (4.81%) Dynamics 365
12 4 (3.85%) Amazon S3
12 4 (3.85%) Pulumi
13 3 (2.88%) Amazon CloudWatch
13 3 (2.88%) Amazon EMR
13 3 (2.88%) Amazon Kinesis
Database & Business Intelligence
1 60 (57.69%) Data Warehouse
2 42 (40.38%) Power BI
3 29 (27.88%) SQL Server Integration Services
4 28 (26.92%) SQL Server
5 23 (22.12%) Data Lake
6 22 (21.15%) SQL Server Reporting Services
7 12 (11.54%) Amazon Redshift
7 12 (11.54%) Azure SQL Database
8 11 (10.58%) Star Schema
9 9 (8.65%) BigQuery
10 7 (6.73%) Metadata
10 7 (6.73%) NoSQL
11 6 (5.77%) Metadata Repository
12 5 (4.81%) Azure SQL Data Warehouse
12 5 (4.81%) Data Hub
13 4 (3.85%) Big Data
13 4 (3.85%) Data Mining
13 4 (3.85%) Relational Database
14 3 (2.88%) DynamoDB
14 3 (2.88%) SQL Server Analysis Services
Development Applications
1 11 (10.58%) SQL Server Management Studio (SSMS)
2 5 (4.81%) JIRA
2 5 (4.81%) Visual Studio
3 2 (1.92%) Eclipse
3 2 (1.92%) Eclipse RCP
3 2 (1.92%) ERwin
4 1 (0.96%) Toad
General
1 36 (34.62%) Finance
2 33 (31.73%) Social Skills
3 28 (26.92%) Analytical Skills
4 17 (16.35%) Law
5 11 (10.58%) Inclusion and Diversity
6 7 (6.73%) Manufacturing
6 7 (6.73%) Public Sector
7 6 (5.77%) Organisational Skills
8 5 (4.81%) Retail
9 2 (1.92%) Automotive
9 2 (1.92%) Billing
9 2 (1.92%) Local Government
9 2 (1.92%) Police
10 1 (0.96%) Back Office
10 1 (0.96%) Banking
10 1 (0.96%) Legal
10 1 (0.96%) Marketing
10 1 (0.96%) Presentation Skills
10 1 (0.96%) Social Housing
10 1 (0.96%) Tech for Good
Job Titles
1 30 (28.85%) Data Engineer
2 20 (19.23%) Developer
3 13 (12.50%) Business Intelligence Developer
4 12 (11.54%) Architect
5 11 (10.58%) Analyst
5 11 (10.58%) Power BI Developer
5 11 (10.58%) SQL Developer
6 10 (9.62%) Business Developer
6 10 (9.62%) Data Architect
6 10 (9.62%) Lead
6 10 (9.62%) Senior
7 9 (8.65%) ETL Developer
7 9 (8.65%) SQL BI Developer
8 8 (7.69%) Business Intelligence Analyst
8 8 (7.69%) DBA
8 8 (7.69%) Senior Data Engineer
9 7 (6.73%) Administrator
9 7 (6.73%) SQL DBA
10 6 (5.77%) Data Manager
11 5 (4.81%) Lead Architect
Libraries, Frameworks & Software Standards
1 7 (6.73%) PySpark
2 5 (4.81%) .NET
3 3 (2.88%) JSON
4 2 (1.92%) CSS
4 2 (1.92%) HTML
4 2 (1.92%) JSP
4 2 (1.92%) Middleware
4 2 (1.92%) NumPy
4 2 (1.92%) Pandas
4 2 (1.92%) XML
5 1 (0.96%) Kafka
5 1 (0.96%) React
5 1 (0.96%) SciPy
Miscellaneous
1 15 (14.42%) Data Structures
2 11 (10.58%) Management Information System
3 10 (9.62%) Legacy Systems
4 6 (5.77%) Cloud Native
5 4 (3.85%) Replication
6 2 (1.92%) IoT
7 1 (0.96%) Legacy Code
7 1 (0.96%) Renewable Energy
7 1 (0.96%) Self-Motivation
7 1 (0.96%) Virtual Team
Operating Systems
1 2 (1.92%) Linux
1 2 (1.92%) Windows
Processes & Methodologies
1 71 (68.27%) Business Intelligence
2 66 (63.46%) Analytics
3 41 (39.42%) Data Modelling
4 31 (29.81%) Decision-Making
5 29 (27.88%) Data Pipeline
5 29 (27.88%) Problem-Solving
6 28 (26.92%) Data Analysis
7 24 (23.08%) Data Governance
8 22 (21.15%) Data Integration
9 21 (20.19%) Data Architecture
10 20 (19.23%) Data Engineering
11 19 (18.27%) Data Migration
11 19 (18.27%) Migration
11 19 (18.27%) Visualisation
12 17 (16.35%) Kimball Methodology
13 16 (15.38%) ETL Development
14 14 (13.46%) Data Mapping
15 13 (12.50%) Data-Driven Decision Making
15 13 (12.50%) ERP
15 13 (12.50%) Software Engineering
Programming Languages
1 77 (74.04%) SQL
2 35 (33.65%) Python
3 17 (16.35%) T-SQL
4 7 (6.73%) Data Analysis Expressions
5 6 (5.77%) C#
5 6 (5.77%) Java
5 6 (5.77%) PowerShell
6 4 (3.85%) R
7 2 (1.92%) Ada
7 2 (1.92%) JavaScript
7 2 (1.92%) Rust
8 1 (0.96%) C++
8 1 (0.96%) PL/SQL
8 1 (0.96%) Scala
Qualifications
1 15 (14.42%) Degree
2 5 (4.81%) ACCA
2 5 (4.81%) CIMA
3 4 (3.85%) HND
4 3 (2.88%) Azure Certification
4 3 (2.88%) BPSS Clearance
5 1 (0.96%) DBS Check
5 1 (0.96%) SC Cleared
5 1 (0.96%) Security Cleared
Quality Assurance & Compliance
1 38 (36.54%) Data Quality
2 7 (6.73%) QA
3 3 (2.88%) GDPR
4 1 (0.96%) Accessibility
4 1 (0.96%) Cyber Essentials
4 1 (0.96%) ISO/IEC 27001
4 1 (0.96%) PCI DSS
Systems Management
1 4 (3.85%) Grafana
1 4 (3.85%) Prometheus
1 4 (3.85%) Terraform
Vendors
1 38 (36.54%) Microsoft
2 15 (14.42%) Databricks
3 11 (10.58%) Oracle
4 9 (8.65%) Informatica
5 6 (5.77%) Google
6 5 (4.81%) Alteryx
7 4 (3.85%) Zoho
8 3 (2.88%) JD Edwards
8 3 (2.88%) QAD
8 3 (2.88%) SAP
9 2 (1.92%) IBM
9 2 (1.92%) Salesforce
10 1 (0.96%) Cognos
10 1 (0.96%) PeopleSoft
10 1 (0.96%) SnapLogic