ETL Jobs in the North West

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

The table below provides summary statistics for permanent job vacancies advertised in the North West 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 2024, comparing them to the same period in the previous two years.

6 months to
13 Jun 2024
Same period 2023 Same period 2022
Rank 109 192 130
Rank change year-on-year +83 -62 -26
Permanent jobs citing ETL 242 98 263
As % of all permanent jobs advertised in the North West 2.12% 1.35% 2.65%
As % of the Processes & Methodologies category 2.66% 1.41% 2.78%
Number of salaries quoted 198 77 162
10th Percentile £41,250 £39,544 £41,300
25th Percentile £42,500 £45,000 £45,000
Median annual salary (50th Percentile) £56,500 £55,000 £55,000
Median % change year-on-year +2.73% - +10.00%
75th Percentile £86,875 £67,500 £72,188
90th Percentile £90,000 £77,715 £79,750
England median annual salary £63,500 £65,500 £62,500
% change year-on-year -3.05% +4.80% +8.70%

All Process and Methodology Skills
North West

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 West.

Permanent vacancies with a requirement for process or methodology skills 9,085 6,941 9,476
As % of all permanent jobs advertised in the North West 79.65% 95.62% 95.49%
Number of salaries quoted 6,603 3,839 5,331
10th Percentile £27,750 £31,250 £29,750
25th Percentile £37,500 £41,250 £38,947
Median annual salary (50th Percentile) £50,000 £55,000 £52,500
Median % change year-on-year -9.09% +4.76% +7.79%
75th Percentile £65,000 £70,000 £67,500
90th Percentile £80,000 £82,500 £81,250
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 West

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

Job vacancy trend for ETL in the North West

ETL
Salary Trend in the North West

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

Salary trend for ETL in the North West

ETL
Salary Histogram in the North West

Salary distribution for jobs citing ETL in the North West over the 6 months to 13 June 2024.

Salary histogram for ETL in the North West

ETL
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the North West region over the 6 months to 13 June 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
Manchester +83 136 £55,000 -8.33% 22
Merseyside +45 55 £90,000 +50.00% 3
Cheshire -5 25 £47,500 -5.00% 5
Cumbria - 16 £50,000 - 3
Lancashire -18 10 £46,500 -11.43% 10
ETL
England

ETL
Co-occurring Skills and Capabilities in the North West 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 8 (3.31%) Apache Spark
2 4 (1.65%) Apache Airflow
2 4 (1.65%) Confluence
3 3 (1.24%) Apache
4 2 (0.83%) Drupal
4 2 (0.83%) SAS
4 2 (0.83%) WordPress
Applications
1 8 (3.31%) Microsoft Excel
2 1 (0.41%) Microsoft Office
Business Applications
1 2 (0.83%) Dynamics CRM
Cloud Services
1 158 (65.29%) Azure
2 73 (30.17%) Power Platform
3 56 (23.14%) Azure DevOps
4 42 (17.36%) AWS
5 39 (16.12%) Azure Data Factory
6 24 (9.92%) Azure Cosmos DB
7 20 (8.26%) GCP
8 19 (7.85%) Snowflake
9 17 (7.02%) Matillion
10 15 (6.20%) SaaS
11 14 (5.79%) Azure Synapse Analytics
12 10 (4.13%) Amazon S3
13 6 (2.48%) Cloud Computing
14 5 (2.07%) GitHub
15 2 (0.83%) Azure App Service
15 2 (0.83%) dbt
15 2 (0.83%) Dynamics 365
15 2 (0.83%) Power Automate
15 2 (0.83%) Zapier
16 1 (0.41%) Serverless
Communications & Networking
1 6 (2.48%) Firewall
2 3 (1.24%) Network Security
3 2 (0.83%) DNS
3 2 (0.83%) HTTP
4 1 (0.41%) Skype
4 1 (0.41%) WebEx
Database & Business Intelligence
1 121 (50.00%) Data Warehouse
2 101 (41.74%) SQL Server
3 73 (30.17%) Power BI
4 50 (20.66%) SQL Server Integration Services
5 48 (19.83%) Data Vault
6 41 (16.94%) Data Lake
7 26 (10.74%) Delta Lake
8 22 (9.09%) Star Schema
9 21 (8.68%) SQL Server Reporting Services
10 17 (7.02%) BigQuery
11 15 (6.20%) Elasticsearch
11 15 (6.20%) Tableau
12 10 (4.13%) Azure SQL Data Warehouse
12 10 (4.13%) Looker
12 10 (4.13%) Metadata
12 10 (4.13%) Relational Database
13 8 (3.31%) Amazon Redshift
13 8 (3.31%) Snowflake Schema
14 7 (2.89%) Data Mining
14 7 (2.89%) SQL Server Analysis Services
Development Applications
1 47 (19.42%) JIRA
2 15 (6.20%) GitLab
3 13 (5.37%) Git
4 2 (0.83%) Team Foundation Server
5 1 (0.41%) SQL Server Management Studio (SSMS)
5 1 (0.41%) Visual Studio
General
1 48 (19.83%) Analytical Skills
2 37 (15.29%) Social Skills
3 36 (14.88%) Finance
4 21 (8.68%) Public Sector
5 14 (5.79%) Retail
6 9 (3.72%) Law
7 7 (2.89%) Documentation Skills
7 7 (2.89%) Legal
8 3 (1.24%) Manufacturing
9 2 (0.83%) Electronics
9 2 (0.83%) French Language
9 2 (0.83%) German Language
9 2 (0.83%) Influencing Skills
9 2 (0.83%) Marketing
9 2 (0.83%) Spanish Language
9 2 (0.83%) Telecoms
10 1 (0.41%) Inclusion and Diversity
10 1 (0.41%) Presentation Skills
Job Titles
1 138 (57.02%) Data Engineer
2 54 (22.31%) Senior
3 48 (19.83%) Senior Data Engineer
4 44 (18.18%) Developer
5 28 (11.57%) Informatica Engineer
6 23 (9.50%) Architect
6 23 (9.50%) Lead
7 21 (8.68%) Data Architect
8 19 (7.85%) Lead Data Engineer
9 17 (7.02%) Business Intelligence Developer
10 15 (6.20%) Analyst
11 13 (5.37%) SQL Developer
12 9 (3.72%) Business Intelligence Consultant
12 9 (3.72%) Consultant
12 9 (3.72%) Data Analyst
13 8 (3.31%) Platform Engineer
14 7 (2.89%) Azure Engineer
14 7 (2.89%) ETL Developer
14 7 (2.89%) Operations Engineer
14 7 (2.89%) Product Analyst
Libraries, Frameworks & Software Standards
1 32 (13.22%) PySpark
2 8 (3.31%) Kafka
3 7 (2.89%) RESTful
4 5 (2.07%) JSON
4 5 (2.07%) XML
5 3 (1.24%) .NET
6 2 (0.83%) CSS
6 2 (0.83%) CSS3
6 2 (0.83%) HTML
6 2 (0.83%) HTML5
6 2 (0.83%) jQuery
6 2 (0.83%) JWT
6 2 (0.83%) Node.js
6 2 (0.83%) REST
6 2 (0.83%) SOAP
7 1 (0.41%) .NET Core
7 1 (0.41%) AWS CDK
7 1 (0.41%) NumPy
7 1 (0.41%) Pandas
7 1 (0.41%) scikit-learn
Miscellaneous
1 63 (26.03%) Data Structures
2 45 (18.60%) Reinsurance
3 38 (15.70%) Public Cloud
4 29 (11.98%) Self-Motivation
5 11 (4.55%) Blog
6 9 (3.72%) Product Ownership
7 6 (2.48%) Data Centre
8 5 (2.07%) Algorithms
8 5 (2.07%) Management Information System
9 3 (1.24%) Enterprise Cloud
9 3 (1.24%) NHS
10 2 (0.83%) Analytical Mindset
10 2 (0.83%) Mobile App
10 2 (0.83%) Onboarding
11 1 (0.41%) FMCG
11 1 (0.41%) iPad
11 1 (0.41%) Legacy Systems
11 1 (0.41%) PropTech
Operating Systems
1 14 (5.79%) Windows
2 7 (2.89%) Linux
3 6 (2.48%) Windows Server
4 4 (1.65%) Windows Vista
Processes & Methodologies
1 123 (50.83%) Data Modelling
2 91 (37.60%) Analytics
3 90 (37.19%) Agile
4 76 (31.40%) Data Engineering
5 72 (29.75%) Business Intelligence
6 66 (27.27%) Data Integration
7 62 (25.62%) Data Science
8 61 (25.21%) Data Pipeline
9 57 (23.55%) Data Analysis
10 56 (23.14%) Migration
11 52 (21.49%) Data Management
12 51 (21.07%) Visualisation
13 48 (19.83%) Scrum
14 46 (19.01%) DevOps
15 44 (18.18%) Data Strategy
15 44 (18.18%) Problem-Solving
16 43 (17.77%) Machine Learning
17 41 (16.94%) Scaled Agile Framework
18 35 (14.46%) CI/CD
19 34 (14.05%) Collaborative Working
Programming Languages
1 154 (63.64%) SQL
2 107 (44.21%) Python
3 40 (16.53%) T-SQL
4 6 (2.48%) JavaScript
4 6 (2.48%) PL/SQL
5 5 (2.07%) Data Analysis Expressions
6 3 (1.24%) C#
6 3 (1.24%) Go
6 3 (1.24%) Java
7 2 (0.83%) PHP
7 2 (0.83%) PowerShell
7 2 (0.83%) R
7 2 (0.83%) Scala
7 2 (0.83%) Shell Script
7 2 (0.83%) TypeScript
7 2 (0.83%) VB.NET
8 1 (0.41%) Bicep
Qualifications
1 18 (7.44%) Degree
2 13 (5.37%) Computer Science Degree
3 6 (2.48%) Azure Certification
4 3 (1.24%) Master's Degree
5 2 (0.83%) SAS Certification
6 1 (0.41%) DBS Check
6 1 (0.41%) DV Cleared
6 1 (0.41%) Security Cleared
Quality Assurance & Compliance
1 94 (38.84%) Data Quality
2 17 (7.02%) GDPR
3 6 (2.48%) QA
4 3 (1.24%) Accessibility
System Software
1 4 (1.65%) Virtual Machines
2 2 (0.83%) vSphere
Systems Management
1 5 (2.07%) Terraform
2 3 (1.24%) Ansible
2 3 (1.24%) Kubernetes
2 3 (1.24%) Puppet
Vendors
1 67 (27.69%) Informatica
2 60 (24.79%) Databricks
3 54 (22.31%) Microsoft
4 46 (19.01%) Oracle
5 10 (4.13%) Google
6 4 (1.65%) Alteryx
6 4 (1.65%) BiZZdesign
6 4 (1.65%) Cognos
6 4 (1.65%) IBM
6 4 (1.65%) TIBCO
7 2 (0.83%) Salesforce
7 2 (0.83%) SAP
8 1 (0.41%) BT