ETL Jobs in the North of England

Extract, Transform and Load (ETL)
England > North of England

The table below provides summary statistics for permanent job vacancies advertised in the North of England 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 June 2025, comparing them to the same period in the previous two years.

6 months to
13 Jun 2025
Same period 2024 Same period 2023
Rank 209 124 230
Rank change year-on-year -85 +106 -72
Permanent jobs citing ETL 135 399 208
As % of all permanent jobs advertised in the North of England 1.15% 1.99% 1.32%
As % of the Processes & Methodologies category 1.24% 2.48% 1.37%
Number of salaries quoted 118 311 175
10th Percentile £40,147 £37,199 £37,200
25th Percentile £50,000 £42,500 £43,500
Median annual salary (50th Percentile) £62,500 £55,000 £55,000
Median % change year-on-year +13.64% - +4.76%
75th Percentile £80,000 £81,875 £69,649
90th Percentile £90,000 £90,000 £83,250
England median annual salary £65,000 £63,500 £65,500
% change year-on-year +2.36% -3.05% +4.80%

All Process and Methodology Skills
North of England

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 North of England.

Permanent vacancies with a requirement for process or methodology skills 10,844 16,081 15,211
As % of all permanent jobs advertised in the North of England 92.33% 80.10% 96.76%
Number of salaries quoted 5,405 11,841 7,782
10th Percentile £25,087 £27,500 £31,250
25th Percentile £33,750 £37,500 £40,000
Median annual salary (50th Percentile) £50,055 £50,000 £55,000
Median % change year-on-year +0.11% -9.09% +10.00%
75th Percentile £62,342 £65,000 £70,000
90th Percentile £77,500 £79,225 £81,500
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 North of England

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

Job vacancy trend for ETL in the North of England

ETL
Salary Trend in the North of England

3-month moving average salary quoted in jobs citing ETL in the North of England.

Salary trend for ETL in the North of England

ETL
Salary Histogram in the North of England

Salary distribution for jobs citing ETL in the North of England over the 6 months to 13 June 2025.

Salary histogram for ETL in the North of England

ETL
Job Locations in the North of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the North of England region over the 6 months to 13 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
North West -113 64 £57,500 +1.77% 88
Yorkshire +38 59 £65,000 +30.00% 49
North East -4 12 £51,875 -18.95% 34
ETL
England

ETL
Co-occurring Skills and Capabilities in the North of England 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 14 (10.37%) Apache Spark
2 13 (9.63%) Apache
3 11 (8.15%) SAS
4 5 (3.70%) Apache Airflow
5 1 (0.74%) NetWeaver
Applications
1 8 (5.93%) Microsoft Office
2 7 (5.19%) Microsoft Excel
Business Applications
1 1 (0.74%) Dynamics NAV
1 1 (0.74%) SAP MDG
1 1 (0.74%) SAP S/4HANA
Cloud Services
1 52 (38.52%) AWS
1 52 (38.52%) Azure
2 43 (31.85%) Power Platform
3 22 (16.30%) Azure Data Factory
4 19 (14.07%) Snowflake
5 18 (13.33%) GCP
6 14 (10.37%) Azure Synapse Analytics
7 13 (9.63%) Amazon S3
8 11 (8.15%) dbt
9 9 (6.67%) Azure Logic Apps
9 9 (6.67%) GitHub
9 9 (6.67%) Serverless
10 8 (5.93%) AWS Lambda
11 5 (3.70%) Power Automate
12 4 (2.96%) Dynamics 365
13 3 (2.22%) Amazon CloudWatch
13 3 (2.22%) Amazon EKS
13 3 (2.22%) AWS CloudFormation
13 3 (2.22%) Azure DevOps
13 3 (2.22%) Datadog
Communications & Networking
1 2 (1.48%) PuTTY
Database & Business Intelligence
1 50 (37.04%) Data Warehouse
2 42 (31.11%) Power BI
3 32 (23.70%) Data Lake
4 24 (17.78%) SQL Server
5 19 (14.07%) Big Data
6 17 (12.59%) SQL Server Integration Services
7 14 (10.37%) NoSQL
8 13 (9.63%) PostgreSQL
9 11 (8.15%) Amazon Redshift
9 11 (8.15%) BigQuery
9 11 (8.15%) MySQL
9 11 (8.15%) SQL Server Reporting Services
10 9 (6.67%) Amazon Athena
10 9 (6.67%) Relational Database
10 9 (6.67%) Tableau
11 8 (5.93%) SQL Server Analysis Services
12 6 (4.44%) Oracle Database
13 5 (3.70%) Hadoop
13 5 (3.70%) Looker
14 4 (2.96%) Biml
Development Applications
1 10 (7.41%) Git
2 6 (4.44%) Visual Studio
3 4 (2.96%) Eclipse
3 4 (2.96%) Eclipse RCP
3 4 (2.96%) JIRA
3 4 (2.96%) SQL Server Management Studio (SSMS)
4 3 (2.22%) Bitbucket
General
1 39 (28.89%) Social Skills
2 32 (23.70%) Finance
3 25 (18.52%) Analytical Skills
4 18 (13.33%) Banking
5 7 (5.19%) Advertising
5 7 (5.19%) Manufacturing
5 7 (5.19%) Public Sector
5 7 (5.19%) Retail
6 6 (4.44%) Law
7 5 (3.70%) Legal
8 4 (2.96%) Inclusion and Diversity
9 3 (2.22%) Electronics
10 2 (1.48%) Automotive
10 2 (1.48%) Marketing
10 2 (1.48%) Organisational Skills
10 2 (1.48%) Tech for Good
11 1 (0.74%) Billing
11 1 (0.74%) Games
Job Titles
1 68 (50.37%) Data Engineer
2 35 (25.93%) Senior
3 26 (19.26%) Senior Data Engineer
4 14 (10.37%) Architect
4 14 (10.37%) Lead
4 14 (10.37%) Solutions Architect
5 12 (8.89%) Developer
6 9 (6.67%) Software Engineer
7 7 (5.19%) Analyst
8 6 (4.44%) Data Manager
8 6 (4.44%) DBA
9 5 (3.70%) Business Intelligence Developer
9 5 (3.70%) Data Analyst
9 5 (3.70%) Data Warehouse Manager
9 5 (3.70%) Junior
9 5 (3.70%) Senior Software Engineer
10 4 (2.96%) Data Scientist
10 4 (2.96%) Enterprise Solutions Architect
10 4 (2.96%) Lead Architect
10 4 (2.96%) Lead Solutions Architect
Libraries, Frameworks & Software Standards
1 12 (8.89%) Kafka
2 7 (5.19%) PySpark
3 6 (4.44%) REST
4 5 (3.70%) Middleware
5 4 (2.96%) .NET
5 4 (2.96%) .NET Framework
5 4 (2.96%) Apache NiFi
5 4 (2.96%) CSS
5 4 (2.96%) HTML
5 4 (2.96%) JSP
5 4 (2.96%) React
5 4 (2.96%) RESTful
6 3 (2.22%) Node.js
7 2 (1.48%) JSON
7 2 (1.48%) NestJS
7 2 (1.48%) Plotly
7 2 (1.48%) Regular Expression
7 2 (1.48%) Shiny
7 2 (1.48%) XML
8 1 (0.74%) PyTorch
Miscellaneous
1 13 (9.63%) Management Information System
1 13 (9.63%) Product Ownership
2 10 (7.41%) Legacy Systems
3 5 (3.70%) Credit Risk
3 5 (3.70%) Data Structures
3 5 (3.70%) Market Risk
4 4 (2.96%) Distributed Systems
5 3 (2.22%) Cloud Native
5 3 (2.22%) Clustering
5 3 (2.22%) Low-Code
6 2 (1.48%) Algorithms
6 2 (1.48%) IoT
6 2 (1.48%) Renewable Energy
7 1 (0.74%) Data Protection Act
7 1 (0.74%) Educational Technology
7 1 (0.74%) Mobile App
7 1 (0.74%) Public Cloud
7 1 (0.74%) Replication
Operating Systems
1 8 (5.93%) Linux
1 8 (5.93%) Windows
2 2 (1.48%) Unix
Processes & Methodologies
1 63 (46.67%) Business Intelligence
2 53 (39.26%) Analytics
3 49 (36.30%) Data Pipeline
4 40 (29.63%) Data Engineering
5 38 (28.15%) Agile
6 33 (24.44%) Problem-Solving
7 32 (23.70%) Mentoring
8 30 (22.22%) Data Modelling
9 24 (17.78%) OO
9 24 (17.78%) Software Engineering
10 21 (15.56%) CI/CD
10 21 (15.56%) Migration
11 19 (14.07%) Visualisation
12 17 (12.59%) Data Management
12 17 (12.59%) Data Science
12 17 (12.59%) Data Strategy
12 17 (12.59%) DevOps
13 16 (11.85%) Data Migration
14 15 (11.11%) Coaching
15 14 (10.37%) Continuous Improvement
Programming Languages
1 98 (72.59%) SQL
2 66 (48.89%) Python
3 29 (21.48%) Java
4 16 (11.85%) T-SQL
5 14 (10.37%) R
6 13 (9.63%) C#
7 10 (7.41%) Data Analysis Expressions
8 6 (4.44%) Scala
9 5 (3.70%) Bash
10 4 (2.96%) Ada
10 4 (2.96%) PowerShell
10 4 (2.96%) Rust
10 4 (2.96%) TypeScript
11 3 (2.22%) PHP
11 3 (2.22%) PL/SQL
12 2 (1.48%) PROC SQL
12 2 (1.48%) Shell Script
13 1 (0.74%) C++
13 1 (0.74%) VB
13 1 (0.74%) VBA
Qualifications
1 18 (13.33%) Degree
2 5 (3.70%) Computer Science Degree
3 4 (2.96%) Azure Certification
3 4 (2.96%) BPSS Clearance
3 4 (2.96%) DBS Check
4 3 (2.22%) AWS Certification
4 3 (2.22%) Microsoft Certification
5 2 (1.48%) Master's Degree
5 2 (1.48%) PhD
5 2 (1.48%) SnowPro
Quality Assurance & Compliance
1 28 (20.74%) Data Quality
2 7 (5.19%) GDPR
3 4 (2.96%) Basel II
3 4 (2.96%) Basel III
3 4 (2.96%) Dodd-Frank
3 4 (2.96%) IFRS
3 4 (2.96%) IFRS 9
3 4 (2.96%) PCI DSS
4 3 (2.22%) Accessibility
5 2 (1.48%) ISO/IEC 27001
5 2 (1.48%) QA
5 2 (1.48%) SOC 2
System Software
1 7 (5.19%) Docker
2 2 (1.48%) Apache Flume
2 2 (1.48%) HDFS
Systems Management
1 6 (4.44%) Kubernetes
1 6 (4.44%) Terraform
2 2 (1.48%) Kibana
2 2 (1.48%) logstash
2 2 (1.48%) Oozie
3 1 (0.74%) Ansible
3 1 (0.74%) Istio
Vendors
1 25 (18.52%) Microsoft
2 23 (17.04%) Databricks
3 14 (10.37%) Informatica
4 12 (8.89%) Oracle
5 7 (5.19%) Talend
6 6 (4.44%) Google
7 5 (3.70%) SAP
8 3 (2.22%) RedGate
9 2 (1.48%) MicroStrategy
10 1 (0.74%) Confluent
10 1 (0.74%) Epicor
10 1 (0.74%) HubSpot
10 1 (0.74%) Okta
10 1 (0.74%) OneTrust
10 1 (0.74%) ServiceNow
10 1 (0.74%) Workday