ETL Jobs in the North of England

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

The following table provides summary statistics for permanent job vacancies advertised in the North of England with a requirement for ETL skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited ETL over the 6 months to 31 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
31 May 2024
Same period 2023 Same period 2022
Rank 124 237 156
Rank change year-on-year +113 -81 -47
Permanent jobs citing ETL 382 216 432
As % of all permanent jobs advertised in the North of England 2.05% 1.33% 2.35%
As % of the Processes & Methodologies category 2.51% 1.37% 2.49%
Number of salaries quoted 301 175 277
10th Percentile £37,199 £36,550 £40,000
25th Percentile £42,500 £42,500 £44,562
Median annual salary (50th Percentile) £55,000 £55,000 £52,500
Median % change year-on-year - +4.76% +10.53%
75th Percentile £80,000 £69,649 £66,000
90th Percentile £90,000 £81,950 £77,500
England median annual salary £62,500 £66,786 £60,001
% change year-on-year -6.42% +11.31% +4.35%

All Process and Methodology Skills
North of England

ETL is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the North of England with a requirement for process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 15,198 15,726 17,333
As % of all permanent jobs advertised in the North of England 81.41% 96.69% 94.13%
Number of salaries quoted 11,514 7,797 10,675
10th Percentile £27,500 £31,250 £29,000
25th Percentile £37,000 £40,000 £38,386
Median annual salary (50th Percentile) £50,000 £55,000 £50,000
Median % change year-on-year -9.09% +10.00% +5.26%
75th Percentile £65,000 £70,000 £66,250
90th Percentile £79,600 £81,250 £80,000
England median annual salary £55,000 £62,500 £60,000
% change year-on-year -12.00% +4.17% +9.09%

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 31 May 2024.

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 31 May 2024. 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 +80 227 £55,750 +1.36% 49
Yorkshire +77 87 £50,000 -4.76% 16
North East +26 68 £64,000 +16.36% 10
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 16 (4.19%) Apache Airflow
2 8 (2.09%) Apache Spark
3 5 (1.31%) Apache
4 4 (1.05%) IIS
5 2 (0.52%) Drupal
5 2 (0.52%) SAS
5 2 (0.52%) WordPress
6 1 (0.26%) Confluence
Applications
1 14 (3.66%) Microsoft Excel
2 1 (0.26%) Microsoft Office
2 1 (0.26%) Microsoft PowerPoint
Business Applications
1 2 (0.52%) Dynamics CRM
2 1 (0.26%) SAP HR
2 1 (0.26%) SAP Payroll
2 1 (0.26%) SAP S/4HANA
Cloud Services
1 235 (61.52%) Azure
2 118 (30.89%) Power Platform
3 102 (26.70%) AWS
4 66 (17.28%) GCP
5 53 (13.87%) Azure Data Factory
5 53 (13.87%) Azure DevOps
6 30 (7.85%) SaaS
7 27 (7.07%) Azure Cosmos DB
7 27 (7.07%) Snowflake
8 22 (5.76%) Matillion
9 20 (5.24%) Amazon S3
9 20 (5.24%) Azure Synapse Analytics
10 16 (4.19%) dbt
11 15 (3.93%) Amazon Kinesis
12 10 (2.62%) Dynamics 365
13 9 (2.36%) Serverless
14 7 (1.83%) Cloud Computing
15 6 (1.57%) BlazeMeter
15 6 (1.57%) BrowserStack
15 6 (1.57%) PowerApps
Communications & Networking
1 4 (1.05%) DNS
1 4 (1.05%) Firewall
1 4 (1.05%) HTTP
2 3 (0.79%) Network Security
3 1 (0.26%) Skype
3 1 (0.26%) WebEx
Database & Business Intelligence
1 203 (53.14%) Data Warehouse
2 128 (33.51%) SQL Server
3 114 (29.84%) Power BI
4 78 (20.42%) SQL Server Integration Services
5 59 (15.45%) Data Lake
6 56 (14.66%) BigQuery
7 50 (13.09%) Data Vault
8 37 (9.69%) Looker
9 28 (7.33%) Delta Lake
10 25 (6.54%) Star Schema
11 24 (6.28%) Amazon Redshift
12 23 (6.02%) PostgreSQL
13 22 (5.76%) SQL Server Reporting Services
14 21 (5.50%) Tableau
15 18 (4.71%) Elasticsearch
16 16 (4.19%) Relational Database
17 14 (3.66%) Azure SQL Data Warehouse
18 10 (2.62%) Data Mining
19 9 (2.36%) Big Data
19 9 (2.36%) Snowflake Schema
Development Applications
1 44 (11.52%) JIRA
2 26 (6.81%) Git
3 19 (4.97%) GitLab
4 6 (1.57%) Appium
4 6 (1.57%) JMeter
4 6 (1.57%) Selenium
5 5 (1.31%) Jenkins
6 3 (0.79%) Cypress.io
6 3 (0.79%) Visual Studio
7 2 (0.52%) SQL Server Management Studio (SSMS)
7 2 (0.52%) Team Foundation Server
General
1 87 (22.77%) Analytical Skills
2 84 (21.99%) Social Skills
3 65 (17.02%) Finance
4 42 (10.99%) Public Sector
5 34 (8.90%) Retail
6 13 (3.40%) Games
7 9 (2.36%) Law
8 8 (2.09%) Banking
8 8 (2.09%) Legal
9 7 (1.83%) Documentation Skills
10 6 (1.57%) Marketing
11 3 (0.79%) Manufacturing
12 2 (0.52%) Electronics
12 2 (0.52%) French Language
12 2 (0.52%) German Language
12 2 (0.52%) Influencing Skills
12 2 (0.52%) Organisational Skills
12 2 (0.52%) Presentation Skills
12 2 (0.52%) Spanish Language
12 2 (0.52%) Telecoms
Job Titles
1 183 (47.91%) Data Engineer
2 66 (17.28%) Senior
3 65 (17.02%) Developer
4 58 (15.18%) Lead
5 56 (14.66%) Architect
6 54 (14.14%) Data Architect
7 47 (12.30%) Senior Data Engineer
8 41 (10.73%) Lead Data Engineer
9 26 (6.81%) Analyst
9 26 (6.81%) Business Intelligence Developer
10 25 (6.54%) Informatica Engineer
11 19 (4.97%) Business Intelligence Consultant
11 19 (4.97%) Consultant
12 16 (4.19%) AWS Data Engineer
12 16 (4.19%) AWS Engineer
12 16 (4.19%) Data Analyst
13 15 (3.93%) SQL Developer
14 14 (3.66%) Senior Developer
15 12 (3.14%) Azure Engineer
16 11 (2.88%) Python Engineer
Libraries, Frameworks & Software Standards
1 28 (7.33%) PySpark
2 9 (2.36%) .NET
2 9 (2.36%) RESTful
3 7 (1.83%) Kafka
3 7 (1.83%) XML
4 6 (1.57%) JSON
5 4 (1.05%) ASP.NET
5 4 (1.05%) JWT
5 4 (1.05%) REST
6 3 (0.79%) Playwright
6 3 (0.79%) SOAP
7 2 (0.52%) CSS
7 2 (0.52%) CSS3
7 2 (0.52%) Handlebars
7 2 (0.52%) HTML
7 2 (0.52%) HTML5
7 2 (0.52%) jQuery
7 2 (0.52%) Middleware
7 2 (0.52%) Node.js
8 1 (0.26%) Spring Boot
Miscellaneous
1 61 (15.97%) Data Structures
2 56 (14.66%) Self-Motivation
3 42 (10.99%) Reinsurance
4 37 (9.69%) Public Cloud
5 13 (3.40%) Client/Server
5 13 (3.40%) Online Games
6 12 (3.14%) Management Information System
7 11 (2.88%) Blog
8 10 (2.62%) Product Ownership
9 6 (1.57%) Algorithms
9 6 (1.57%) Cloud Native
10 4 (1.05%) Data Centre
10 4 (1.05%) IoT
11 3 (0.79%) Analytical Mindset
11 3 (0.79%) Enterprise Cloud
11 3 (0.79%) NHS
11 3 (0.79%) Onboarding
12 2 (0.52%) Distributed Systems
12 2 (0.52%) Mobile App
12 2 (0.52%) Tandem
Operating Systems
1 14 (3.66%) Windows
2 7 (1.83%) Linux
3 4 (1.05%) Windows Server
3 4 (1.05%) Windows Vista
Processes & Methodologies
1 191 (50.00%) Data Modelling
2 137 (35.86%) Data Engineering
3 130 (34.03%) Business Intelligence
4 120 (31.41%) Data Integration
5 118 (30.89%) Analytics
6 112 (29.32%) Agile
7 95 (24.87%) Problem-Solving
8 89 (23.30%) Data Science
9 87 (22.77%) Data Pipeline
10 82 (21.47%) Migration
11 75 (19.63%) Data Architecture
12 74 (19.37%) Data Governance
13 71 (18.59%) Visualisation
14 67 (17.54%) Mentoring
15 65 (17.02%) Data Analysis
16 60 (15.71%) Data Strategy
17 58 (15.18%) Machine Learning
18 56 (14.66%) Data Management
19 52 (13.61%) Artificial Intelligence
20 51 (13.35%) Data Security
Programming Languages
1 237 (62.04%) SQL
2 143 (37.43%) Python
3 58 (15.18%) T-SQL
4 17 (4.45%) C#
5 9 (2.36%) JavaScript
6 8 (2.09%) Data Analysis Expressions
6 8 (2.09%) PL/SQL
6 8 (2.09%) PowerShell
7 4 (1.05%) VB.NET
8 3 (0.79%) Go
9 2 (0.52%) Java
9 2 (0.52%) PHP
9 2 (0.52%) R
9 2 (0.52%) Scala
9 2 (0.52%) Shell Script
9 2 (0.52%) TypeScript
10 1 (0.26%) Bicep
Qualifications
1 26 (6.81%) Degree
2 15 (3.93%) Computer Science Degree
3 8 (2.09%) Azure Certification
4 7 (1.83%) Master's Degree
5 5 (1.31%) DBS Check
6 2 (0.52%) Microsoft Certification
6 2 (0.52%) SAS Certification
7 1 (0.26%) DV Cleared
7 1 (0.26%) SAP Certification
7 1 (0.26%) Security Cleared
7 1 (0.26%) TOGAF Certification
Quality Assurance & Compliance
1 152 (39.79%) Data Quality
2 44 (11.52%) GDPR
3 14 (3.66%) QA
4 4 (1.05%) Accessibility
5 2 (0.52%) ISO/IEC 27001
System Software
1 6 (1.57%) Virtual Machines
2 2 (0.52%) vSphere
Systems Management
1 13 (3.40%) Terraform
2 9 (2.36%) Kubernetes
3 4 (1.05%) Ansible
4 3 (0.79%) Puppet
Vendors
1 89 (23.30%) Microsoft
2 68 (17.80%) Databricks
3 60 (15.71%) Informatica
4 45 (11.78%) Oracle
5 42 (10.99%) Google
6 6 (1.57%) Alteryx
7 4 (1.05%) BiZZdesign
7 4 (1.05%) Cognos
7 4 (1.05%) IBM
8 3 (0.79%) SAP
8 3 (0.79%) TIBCO
9 2 (0.52%) Salesforce
10 1 (0.26%) Ariba
10 1 (0.26%) BT
10 1 (0.26%) Concur
10 1 (0.26%) Snow
10 1 (0.26%) Workday