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

6 months to
8 May 2024
Same period 2023 Same period 2022
Rank 113 201 141
Rank change year-on-year +88 -60 -35
Permanent jobs citing ETL 395 279 453
As % of all permanent jobs advertised in the North of England 2.26% 1.62% 2.51%
As % of the Processes & Methodologies category 2.71% 1.67% 2.68%
Number of salaries quoted 314 169 295
10th Percentile £36,669 £36,250 £40,000
25th Percentile £42,500 £41,250 £44,304
Median annual salary (50th Percentile) £54,500 £52,000 £52,500
Median % change year-on-year +4.81% -0.95% +10.53%
75th Percentile £77,500 £67,500 £66,500
90th Percentile £88,750 £77,715 £76,520
England median annual salary £62,500 £66,393 £60,000
% change year-on-year -5.86% +10.65% +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 14,594 16,713 16,929
As % of all permanent jobs advertised in the North of England 83.47% 96.90% 93.88%
Number of salaries quoted 11,200 7,953 10,696
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 £50,086
Median % change year-on-year -9.09% +9.81% +5.44%
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 8 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 8 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 +74 229 £55,000 +5.26% 38
Yorkshire +76 95 £47,500 -3.15% 17
North East +16 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 (4.05%) Apache Airflow
2 7 (1.77%) Apache Spark
3 5 (1.27%) Apache
4 4 (1.01%) IIS
5 2 (0.51%) Drupal
5 2 (0.51%) SAS
5 2 (0.51%) WordPress
6 1 (0.25%) SharePoint
Applications
1 15 (3.80%) Microsoft Excel
2 1 (0.25%) Microsoft Office
2 1 (0.25%) Microsoft PowerPoint
Business Applications
1 2 (0.51%) Dynamics CRM
2 1 (0.25%) SAP HR
2 1 (0.25%) SAP Payroll
2 1 (0.25%) SAP S/4HANA
Cloud Services
1 238 (60.25%) Azure
2 124 (31.39%) Power Platform
3 110 (27.85%) AWS
4 67 (16.96%) GCP
5 55 (13.92%) Azure Data Factory
6 49 (12.41%) Azure DevOps
7 29 (7.34%) SaaS
8 28 (7.09%) Snowflake
9 27 (6.84%) Azure Cosmos DB
10 25 (6.33%) Amazon S3
11 23 (5.82%) Azure Synapse Analytics
12 22 (5.57%) Matillion
13 17 (4.30%) Amazon Kinesis
13 17 (4.30%) dbt
14 10 (2.53%) Dynamics 365
14 10 (2.53%) Serverless
15 7 (1.77%) AWS Lambda
15 7 (1.77%) PowerApps
16 6 (1.52%) BlazeMeter
16 6 (1.52%) 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
1 211 (53.42%) Data Warehouse
2 130 (32.91%) SQL Server
3 120 (30.38%) Power BI
4 85 (21.52%) SQL Server Integration Services
5 64 (16.20%) Data Lake
6 56 (14.18%) BigQuery
7 47 (11.90%) Data Vault
8 37 (9.37%) Looker
9 30 (7.59%) SQL Server Reporting Services
10 28 (7.09%) Delta Lake
11 25 (6.33%) Star Schema
12 24 (6.08%) Amazon Redshift
13 23 (5.82%) PostgreSQL
14 21 (5.32%) Tableau
15 18 (4.56%) Elasticsearch
15 18 (4.56%) Relational Database
16 14 (3.54%) Azure SQL Data Warehouse
17 9 (2.28%) Big Data
17 9 (2.28%) Metadata
17 9 (2.28%) Snowflake Schema
Development Applications
1 40 (10.13%) JIRA
2 26 (6.58%) Git
3 19 (4.81%) GitLab
4 7 (1.77%) Visual Studio
5 6 (1.52%) Appium
5 6 (1.52%) JMeter
5 6 (1.52%) Selenium
6 5 (1.27%) Jenkins
7 3 (0.76%) Cypress.io
7 3 (0.76%) SQL Server Management Studio (SSMS)
8 2 (0.51%) Team Foundation Server
General
1 88 (22.28%) Analytical Skills
2 86 (21.77%) Social Skills
3 64 (16.20%) Finance
4 46 (11.65%) Public Sector
5 33 (8.35%) Retail
6 17 (4.30%) Law
7 14 (3.54%) Games
8 8 (2.03%) Banking
8 8 (2.03%) Documentation Skills
8 8 (2.03%) Legal
8 8 (2.03%) Marketing
9 4 (1.01%) Manufacturing
10 3 (0.76%) Electronics
10 3 (0.76%) Telecoms
11 2 (0.51%) French Language
11 2 (0.51%) German Language
11 2 (0.51%) Organisational Skills
11 2 (0.51%) Presentation Skills
11 2 (0.51%) Spanish Language
11 2 (0.51%) Tech for Good
Job Titles
1 189 (47.85%) Data Engineer
2 70 (17.72%) Developer
3 66 (16.71%) Senior
4 56 (14.18%) Architect
4 56 (14.18%) Lead
5 54 (13.67%) Data Architect
6 46 (11.65%) Senior Data Engineer
7 39 (9.87%) Lead Data Engineer
8 33 (8.35%) Business Intelligence Developer
9 26 (6.58%) Analyst
10 23 (5.82%) Informatica Engineer
11 19 (4.81%) Business Intelligence Consultant
11 19 (4.81%) Consultant
12 17 (4.30%) AWS Data Engineer
12 17 (4.30%) AWS Engineer
13 16 (4.05%) Data Analyst
13 16 (4.05%) SQL Developer
14 15 (3.80%) Senior Developer
15 14 (3.54%) Python Data Engineer
15 14 (3.54%) Python Engineer
Libraries, Frameworks & Software Standards
1 27 (6.84%) PySpark
2 10 (2.53%) RESTful
3 8 (2.03%) .NET
4 5 (1.27%) Kafka
4 5 (1.27%) XML
5 4 (1.01%) ASP.NET
5 4 (1.01%) JSON
5 4 (1.01%) JWT
5 4 (1.01%) REST
6 3 (0.76%) Playwright
6 3 (0.76%) SOAP
7 2 (0.51%) CSS
7 2 (0.51%) CSS3
7 2 (0.51%) Handlebars
7 2 (0.51%) HTML
7 2 (0.51%) HTML5
7 2 (0.51%) jQuery
7 2 (0.51%) Middleware
7 2 (0.51%) Node.js
8 1 (0.25%) GraphQL
Miscellaneous
1 58 (14.68%) Data Structures
2 56 (14.18%) Self-Motivation
3 39 (9.87%) Reinsurance
4 36 (9.11%) Public Cloud
5 13 (3.29%) Client/Server
5 13 (3.29%) Online Games
6 12 (3.04%) Management Information System
7 11 (2.78%) Blog
8 10 (2.53%) Product Ownership
9 6 (1.52%) Algorithms
9 6 (1.52%) Cloud Native
9 6 (1.52%) Enterprise Cloud
10 4 (1.01%) Data Centre
10 4 (1.01%) IoT
11 3 (0.76%) Analytical Mindset
11 3 (0.76%) NHS
11 3 (0.76%) Onboarding
12 2 (0.51%) Legacy Systems
12 2 (0.51%) Mobile App
12 2 (0.51%) Tandem
Operating Systems
1 14 (3.54%) Windows
2 7 (1.77%) Linux
3 4 (1.01%) Windows Server
3 4 (1.01%) Windows Vista
Processes & Methodologies
1 191 (48.35%) Data Modelling
2 147 (37.22%) Data Engineering
3 138 (34.94%) Business Intelligence
4 122 (30.89%) Data Integration
5 117 (29.62%) Analytics
6 110 (27.85%) Agile
7 101 (25.57%) Problem-Solving
8 90 (22.78%) Data Pipeline
8 90 (22.78%) Data Science
9 82 (20.76%) Migration
10 75 (18.99%) Data Architecture
10 75 (18.99%) Visualisation
11 73 (18.48%) Data Governance
12 67 (16.96%) Mentoring
13 66 (16.71%) Data Analysis
14 59 (14.94%) Data Strategy
15 58 (14.68%) Data Management
15 58 (14.68%) Machine Learning
16 53 (13.42%) Data Security
17 51 (12.91%) Artificial Intelligence
Programming Languages
1 246 (62.28%) SQL
2 147 (37.22%) Python
3 61 (15.44%) T-SQL
4 17 (4.30%) C#
5 12 (3.04%) PowerShell
6 10 (2.53%) PL/SQL
7 9 (2.28%) JavaScript
8 8 (2.03%) Data Analysis Expressions
9 4 (1.01%) TypeScript
9 4 (1.01%) VB.NET
10 3 (0.76%) Go
11 2 (0.51%) Java
11 2 (0.51%) PHP
11 2 (0.51%) R
11 2 (0.51%) Scala
11 2 (0.51%) Shell Script
12 1 (0.25%) Kusto Query Language
Qualifications
1 29 (7.34%) Degree
2 16 (4.05%) Computer Science Degree
3 10 (2.53%) Azure Certification
4 8 (2.03%) Master's Degree
5 5 (1.27%) DBS Check
6 3 (0.76%) Microsoft Certification
7 2 (0.51%) 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
1 150 (37.97%) Data Quality
2 45 (11.39%) GDPR
3 14 (3.54%) QA
4 4 (1.01%) Accessibility
5 2 (0.51%) ISO/IEC 27001
System Software
1 6 (1.52%) Virtual Machines
2 2 (0.51%) vSphere
Systems Management
1 13 (3.29%) Terraform
2 9 (2.28%) Kubernetes
3 4 (1.01%) Ansible
4 3 (0.76%) Puppet
Vendors
1 96 (24.30%) Microsoft
2 69 (17.47%) Databricks
3 56 (14.18%) Informatica
4 46 (11.65%) Oracle
5 42 (10.63%) Google
6 7 (1.77%) Alteryx
7 4 (1.01%) BiZZdesign
7 4 (1.01%) Cognos
7 4 (1.01%) IBM
7 4 (1.01%) SAP
8 3 (0.76%) TIBCO
9 2 (0.51%) Salesforce
10 1 (0.25%) Ariba
10 1 (0.25%) Concur
10 1 (0.25%) Nintex
10 1 (0.25%) Snow
10 1 (0.25%) Workday