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 4 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
4 May 2024
Same period 2023 Same period 2022
Rank 118 197 140
Rank change year-on-year +79 -57 -39
Permanent jobs citing ETL 397 284 457
As % of all permanent jobs advertised in the North of England 2.30% 1.62% 2.53%
As % of the Processes & Methodologies category 2.74% 1.68% 2.70%
Number of salaries quoted 316 172 298
10th Percentile £36,820 £36,250 £40,000
25th Percentile £42,500 £41,250 £44,671
Median annual salary (50th Percentile) £54,750 £50,000 £52,500
Median % change year-on-year +9.50% -4.76% +10.53%
75th Percentile £77,500 £67,813 £67,375
90th Percentile £90,000 £77,715 £77,500
England median annual salary £62,500 £65,500 £60,000
% change year-on-year -4.58% +9.17% +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 14,477 16,944 16,938
As % of all permanent jobs advertised in the North of England 83.70% 96.89% 93.82%
Number of salaries quoted 11,113 8,092 10,799
10th Percentile £27,500 £31,250 £29,000
25th Percentile £37,000 £40,000 £38,250
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 £80,000 £82,500 £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 4 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 4 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 +78 230 £55,000 +10.00% 39
Yorkshire +79 96 £47,500 -1.04% 15
North East +17 71 £64,000 +16.36% 4
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 (4.03%) Apache Airflow
2 7 (1.76%) Apache Spark
3 5 (1.26%) Apache
4 4 (1.01%) IIS
5 2 (0.50%) Drupal
5 2 (0.50%) SAS
5 2 (0.50%) WordPress
6 1 (0.25%) SharePoint
Applications
1 14 (3.53%) Microsoft Excel
2 1 (0.25%) Microsoft Office
2 1 (0.25%) Microsoft PowerPoint
Business Applications
1 2 (0.50%) Dynamics CRM
2 1 (0.25%) SAP HR
2 1 (0.25%) SAP Payroll
2 1 (0.25%) SAP S/4HANA
Cloud Services
1 239 (60.20%) Azure
2 124 (31.23%) Power Platform
3 110 (27.71%) AWS
4 68 (17.13%) GCP
5 56 (14.11%) Azure Data Factory
6 48 (12.09%) Azure DevOps
7 29 (7.30%) SaaS
8 28 (7.05%) Snowflake
9 27 (6.80%) Azure Cosmos DB
10 26 (6.55%) Amazon S3
11 23 (5.79%) Azure Synapse Analytics
12 22 (5.54%) Matillion
13 17 (4.28%) Amazon Kinesis
13 17 (4.28%) dbt
14 10 (2.52%) Serverless
15 9 (2.27%) Dynamics 365
16 7 (1.76%) AWS Lambda
16 7 (1.76%) PowerApps
17 6 (1.51%) BlazeMeter
17 6 (1.51%) BrowserStack
Communications & Networking
1 4 (1.01%) DNS
1 4 (1.01%) Firewall
1 4 (1.01%) HTTP
2 3 (0.76%) Network Security
3 1 (0.25%) Skype
3 1 (0.25%) WebEx
Database & Business Intelligence
1 212 (53.40%) Data Warehouse
2 131 (33.00%) SQL Server
3 120 (30.23%) Power BI
4 86 (21.66%) SQL Server Integration Services
5 64 (16.12%) Data Lake
6 56 (14.11%) BigQuery
7 46 (11.59%) Data Vault
8 37 (9.32%) Looker
9 29 (7.30%) SQL Server Reporting Services
10 28 (7.05%) Delta Lake
11 25 (6.30%) Amazon Redshift
11 25 (6.30%) Star Schema
12 23 (5.79%) PostgreSQL
13 21 (5.29%) Tableau
14 18 (4.53%) Elasticsearch
14 18 (4.53%) Relational Database
15 14 (3.53%) Azure SQL Data Warehouse
16 9 (2.27%) Big Data
16 9 (2.27%) Metadata
16 9 (2.27%) SQL Server Analysis Services
Development Applications
1 39 (9.82%) JIRA
2 26 (6.55%) Git
3 19 (4.79%) GitLab
4 7 (1.76%) Visual Studio
5 6 (1.51%) Appium
5 6 (1.51%) JMeter
5 6 (1.51%) Selenium
6 5 (1.26%) Jenkins
7 3 (0.76%) Cypress.io
7 3 (0.76%) SQL Server Management Studio (SSMS)
8 2 (0.50%) Team Foundation Server
General
1 89 (22.42%) Analytical Skills
2 86 (21.66%) Social Skills
3 67 (16.88%) Finance
4 46 (11.59%) Public Sector
5 33 (8.31%) Retail
6 16 (4.03%) Law
7 14 (3.53%) Games
8 10 (2.52%) Banking
9 8 (2.02%) Documentation Skills
9 8 (2.02%) Legal
9 8 (2.02%) Marketing
10 4 (1.01%) Manufacturing
11 3 (0.76%) Electronics
11 3 (0.76%) Telecoms
12 2 (0.50%) French Language
12 2 (0.50%) German Language
12 2 (0.50%) Influencing Skills
12 2 (0.50%) Organisational Skills
12 2 (0.50%) Presentation Skills
12 2 (0.50%) Spanish Language
Job Titles
1 189 (47.61%) Data Engineer
2 69 (17.38%) Developer
3 65 (16.37%) Senior
4 58 (14.61%) Architect
5 57 (14.36%) Lead
6 55 (13.85%) Data Architect
7 46 (11.59%) Senior Data Engineer
8 38 (9.57%) Lead Data Engineer
9 33 (8.31%) Business Intelligence Developer
10 25 (6.30%) Analyst
11 22 (5.54%) Informatica Engineer
12 19 (4.79%) Business Intelligence Consultant
12 19 (4.79%) Consultant
13 17 (4.28%) AWS Data Engineer
13 17 (4.28%) AWS Engineer
14 16 (4.03%) SQL Developer
15 15 (3.78%) Data Analyst
15 15 (3.78%) Python Data Engineer
15 15 (3.78%) Python Engineer
16 14 (3.53%) Azure Engineer
Libraries, Frameworks & Software Standards
1 27 (6.80%) PySpark
2 9 (2.27%) RESTful
3 8 (2.02%) .NET
4 7 (1.76%) Kafka
5 5 (1.26%) REST
5 5 (1.26%) XML
6 4 (1.01%) ASP.NET
6 4 (1.01%) JSON
6 4 (1.01%) JWT
6 4 (1.01%) SOAP
7 3 (0.76%) Playwright
8 2 (0.50%) CSS
8 2 (0.50%) CSS3
8 2 (0.50%) Handlebars
8 2 (0.50%) HTML
8 2 (0.50%) HTML5
8 2 (0.50%) jQuery
8 2 (0.50%) Middleware
8 2 (0.50%) Spring
9 1 (0.25%) JDBC
Miscellaneous
1 57 (14.36%) Data Structures
2 56 (14.11%) Self-Motivation
3 40 (10.08%) Reinsurance
4 39 (9.82%) Public Cloud
5 13 (3.27%) Client/Server
5 13 (3.27%) Online Games
6 12 (3.02%) Management Information System
6 12 (3.02%) Product Ownership
7 11 (2.77%) Blog
8 6 (1.51%) Algorithms
8 6 (1.51%) Cloud Native
8 6 (1.51%) Enterprise Cloud
9 4 (1.01%) Data Centre
9 4 (1.01%) IoT
10 3 (0.76%) Analytical Mindset
10 3 (0.76%) NHS
10 3 (0.76%) Onboarding
11 2 (0.50%) Distributed Systems
11 2 (0.50%) Legacy Systems
11 2 (0.50%) Tandem
Operating Systems
1 14 (3.53%) Windows
2 7 (1.76%) Linux
3 4 (1.01%) Windows Server
3 4 (1.01%) Windows Vista
Processes & Methodologies
1 192 (48.36%) Data Modelling
2 149 (37.53%) Data Engineering
3 138 (34.76%) Business Intelligence
4 123 (30.98%) Data Integration
5 116 (29.22%) Analytics
6 114 (28.72%) Agile
7 102 (25.69%) Problem-Solving
8 93 (23.43%) Data Pipeline
9 90 (22.67%) Data Science
10 82 (20.65%) Migration
11 77 (19.40%) Data Architecture
12 75 (18.89%) Visualisation
13 74 (18.64%) Data Governance
14 69 (17.38%) Mentoring
15 64 (16.12%) Data Analysis
16 60 (15.11%) Machine Learning
17 58 (14.61%) Data Strategy
18 56 (14.11%) Data Management
19 53 (13.35%) Data Security
20 51 (12.85%) Artificial Intelligence
Programming Languages
1 247 (62.22%) SQL
2 149 (37.53%) Python
3 62 (15.62%) T-SQL
4 17 (4.28%) C#
5 12 (3.02%) PowerShell
6 11 (2.77%) PL/SQL
7 9 (2.27%) JavaScript
8 7 (1.76%) Data Analysis Expressions
9 4 (1.01%) VB.NET
10 3 (0.76%) Go
10 3 (0.76%) TypeScript
11 2 (0.50%) Java
11 2 (0.50%) PHP
11 2 (0.50%) R
11 2 (0.50%) Scala
11 2 (0.50%) Shell Script
12 1 (0.25%) Kusto Query Language
Qualifications
1 29 (7.30%) Degree
2 16 (4.03%) Computer Science Degree
3 10 (2.52%) Azure Certification
4 8 (2.02%) Master's Degree
5 5 (1.26%) DBS Check
6 3 (0.76%) Microsoft Certification
7 2 (0.50%) SAS Certification
8 1 (0.25%) DV Cleared
8 1 (0.25%) HND
8 1 (0.25%) SAP Certification
8 1 (0.25%) Security Cleared
8 1 (0.25%) TOGAF Certification
Quality Assurance & Compliance
1 149 (37.53%) Data Quality
2 45 (11.34%) GDPR
3 14 (3.53%) QA
4 4 (1.01%) Accessibility
5 2 (0.50%) ISO/IEC 27001
System Software
1 6 (1.51%) Virtual Machines
2 2 (0.50%) vSphere
Systems Management
1 13 (3.27%) Terraform
2 9 (2.27%) Kubernetes
3 4 (1.01%) Ansible
4 3 (0.76%) Puppet
Vendors
1 96 (24.18%) Microsoft
2 69 (17.38%) Databricks
3 56 (14.11%) Informatica
4 46 (11.59%) Oracle
5 42 (10.58%) Google
6 7 (1.76%) Alteryx
7 6 (1.51%) IBM
8 5 (1.26%) SAP
9 4 (1.01%) BiZZdesign
9 4 (1.01%) Cognos
10 3 (0.76%) TIBCO
11 2 (0.50%) Confluent
11 2 (0.50%) Salesforce
12 1 (0.25%) Ariba
12 1 (0.25%) Concur
12 1 (0.25%) Nintex
12 1 (0.25%) Snow
12 1 (0.25%) Workday