ETL Jobs in the North West

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

The following table provides summary statistics for permanent job vacancies advertised in the North West 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 28 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
28 Apr 2024
Same period 2023 Same period 2022
Rank 101 181 110
Rank change year-on-year +80 -71 -14
Permanent jobs citing ETL 233 130 285
As % of all permanent jobs advertised in the North West 2.40% 1.64% 3.03%
As % of the Processes & Methodologies category 2.89% 1.72% 3.17%
Number of salaries quoted 191 78 184
10th Percentile £41,250 £36,250 £41,250
25th Percentile £42,500 £41,250 £45,000
Median annual salary (50th Percentile) £55,000 £50,000 £54,750
Median % change year-on-year +10.00% -8.68% +9.50%
75th Percentile £85,000 £67,188 £72,500
90th Percentile £90,000 £77,715 £80,000
England median annual salary £62,500 £65,000 £60,000
% change year-on-year -3.85% +8.33% +4.35%

All Process and Methodology Skills
North West

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 West with a requirement for process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 8,069 7,579 8,980
As % of all permanent jobs advertised in the North West 83.15% 95.75% 95.34%
Number of salaries quoted 6,136 3,921 5,378
10th Percentile £27,875 £30,500 £30,000
25th Percentile £37,500 £41,250 £39,000
Median annual salary (50th Percentile) £50,000 £55,000 £52,500
Median % change year-on-year -9.09% +4.76% +10.53%
75th Percentile £65,298 £70,000 £67,500
90th Percentile £80,000 £82,500 £82,500
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 28 April 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 28 April 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 +83 137 £56,250 +8.17% 25
Merseyside +31 47 £85,000 +41.67% 1
Cheshire -8 25 £47,500 -3.80% 5
Cumbria 0 12 £45,000 -
Lancashire -10 11 £45,000 -4.26% 3
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 4 (1.72%) Apache Spark
2 3 (1.29%) Apache
2 3 (1.29%) Apache Airflow
3 2 (0.86%) Drupal
3 2 (0.86%) SAS
3 2 (0.86%) WordPress
Applications
1 8 (3.43%) Microsoft Excel
2 1 (0.43%) Microsoft Office
Business Applications
1 2 (0.86%) Dynamics CRM
Cloud Services
1 147 (63.09%) Azure
2 65 (27.90%) Power Platform
3 46 (19.74%) AWS
4 44 (18.88%) Azure DevOps
5 35 (15.02%) Azure Data Factory
6 24 (10.30%) Azure Cosmos DB
7 19 (8.15%) Snowflake
8 18 (7.73%) GCP
9 17 (7.30%) Matillion
10 14 (6.01%) Azure Synapse Analytics
10 14 (6.01%) SaaS
11 12 (5.15%) Amazon S3
12 3 (1.29%) AWS Lambda
12 3 (1.29%) Cloud Computing
12 3 (1.29%) dbt
12 3 (1.29%) Serverless
13 2 (0.86%) Amazon Kinesis
13 2 (0.86%) Azure App Service
13 2 (0.86%) Power Automate
13 2 (0.86%) Zapier
Communications & Networking
1 4 (1.72%) Firewall
2 3 (1.29%) Network Security
3 2 (0.86%) DNS
3 2 (0.86%) HTTP
4 1 (0.43%) Skype
4 1 (0.43%) WebEx
Database & Business Intelligence
1 116 (49.79%) Data Warehouse
2 101 (43.35%) SQL Server
3 65 (27.90%) Power BI
4 52 (22.32%) SQL Server Integration Services
5 43 (18.45%) Data Vault
6 37 (15.88%) Data Lake
7 26 (11.16%) Delta Lake
8 22 (9.44%) Star Schema
9 21 (9.01%) SQL Server Reporting Services
10 15 (6.44%) BigQuery
10 15 (6.44%) Elasticsearch
11 14 (6.01%) Tableau
12 12 (5.15%) Relational Database
13 10 (4.29%) Azure SQL Data Warehouse
14 8 (3.43%) Looker
14 8 (3.43%) Oracle Database
14 8 (3.43%) Snowflake Schema
15 7 (3.00%) Amazon Redshift
15 7 (3.00%) SQL Server Analysis Services
16 6 (2.58%) Metadata
Development Applications
1 38 (16.31%) JIRA
2 15 (6.44%) GitLab
3 13 (5.58%) Git
4 5 (2.15%) Visual Studio
5 2 (0.86%) SQL Server Management Studio (SSMS)
5 2 (0.86%) Team Foundation Server
General
1 48 (20.60%) Analytical Skills
2 37 (15.88%) Social Skills
3 35 (15.02%) Finance
4 25 (10.73%) Public Sector
5 13 (5.58%) Retail
6 8 (3.43%) Documentation Skills
6 8 (3.43%) Law
7 7 (3.00%) Legal
8 4 (1.72%) Manufacturing
8 4 (1.72%) Marketing
9 3 (1.29%) Banking
9 3 (1.29%) Electronics
9 3 (1.29%) Telecoms
10 2 (0.86%) French Language
10 2 (0.86%) German Language
10 2 (0.86%) Influencing Skills
10 2 (0.86%) Presentation Skills
10 2 (0.86%) Spanish Language
11 1 (0.43%) Inclusion and Diversity
Job Titles
1 127 (54.51%) Data Engineer
2 43 (18.45%) Senior
3 40 (17.17%) Developer
4 38 (16.31%) Senior Data Engineer
5 25 (10.73%) Architect
6 22 (9.44%) Lead
7 21 (9.01%) Data Architect
7 21 (9.01%) Informatica Engineer
8 18 (7.73%) Business Intelligence Developer
9 15 (6.44%) Lead Data Engineer
10 14 (6.01%) Analyst
11 12 (5.15%) SQL Developer
12 9 (3.86%) Azure Engineer
12 9 (3.86%) Business Intelligence Consultant
12 9 (3.86%) Consultant
13 8 (3.43%) Data Analyst
14 7 (3.00%) DataOps Engineer
14 7 (3.00%) DataOps Leader
14 7 (3.00%) Operations Engineer
14 7 (3.00%) Product Analyst
Libraries, Frameworks & Software Standards
1 26 (11.16%) PySpark
2 8 (3.43%) Kafka
3 7 (3.00%) RESTful
4 3 (1.29%) REST
4 3 (1.29%) SOAP
5 2 (0.86%) .NET
5 2 (0.86%) CSS
5 2 (0.86%) CSS3
5 2 (0.86%) HTML
5 2 (0.86%) HTML5
5 2 (0.86%) jQuery
5 2 (0.86%) JSON
5 2 (0.86%) JWT
5 2 (0.86%) XML
6 1 (0.43%) AWS CDK
6 1 (0.43%) Node.js
6 1 (0.43%) NumPy
6 1 (0.43%) Pandas
6 1 (0.43%) scikit-learn
6 1 (0.43%) Spring
Miscellaneous
1 53 (22.75%) Data Structures
2 41 (17.60%) Reinsurance
3 39 (16.74%) Public Cloud
4 28 (12.02%) Self-Motivation
5 12 (5.15%) Product Ownership
6 11 (4.72%) Blog
7 5 (2.15%) Algorithms
7 5 (2.15%) Management Information System
8 4 (1.72%) Data Centre
8 4 (1.72%) Enterprise Cloud
9 3 (1.29%) NHS
10 2 (0.86%) Analytical Mindset
10 2 (0.86%) Onboarding
11 1 (0.43%) Enterprise Software
11 1 (0.43%) iPad
11 1 (0.43%) Legacy Systems
11 1 (0.43%) Mobile App
Operating Systems
1 12 (5.15%) Windows
2 7 (3.00%) Linux
3 4 (1.72%) Windows Server
3 4 (1.72%) Windows Vista
Processes & Methodologies
1 115 (49.36%) Data Modelling
2 82 (35.19%) Agile
3 80 (34.33%) Analytics
4 78 (33.48%) Data Engineering
5 71 (30.47%) Business Intelligence
6 65 (27.90%) Data Integration
7 62 (26.61%) Data Science
8 57 (24.46%) Data Pipeline
9 54 (23.18%) Migration
10 51 (21.89%) Data Analysis
11 49 (21.03%) Visualisation
12 47 (20.17%) Problem-Solving
13 42 (18.03%) Data Management
14 40 (17.17%) Machine Learning
15 37 (15.88%) Scrum
16 36 (15.45%) Data Strategy
16 36 (15.45%) Scaled Agile Framework
17 30 (12.88%) DevOps
18 29 (12.45%) Decision-Making
19 28 (12.02%) Collaborative Working
Programming Languages
1 148 (63.52%) SQL
2 99 (42.49%) Python
3 45 (19.31%) T-SQL
4 9 (3.86%) PL/SQL
5 6 (2.58%) JavaScript
6 4 (1.72%) Data Analysis Expressions
6 4 (1.72%) PowerShell
7 3 (1.29%) Go
7 3 (1.29%) TypeScript
8 2 (0.86%) C#
8 2 (0.86%) PHP
8 2 (0.86%) Shell Script
8 2 (0.86%) VB.NET
9 1 (0.43%) Kusto Query Language
9 1 (0.43%) R
Qualifications
1 18 (7.73%) Degree
2 12 (5.15%) Computer Science Degree
3 7 (3.00%) Azure Certification
4 4 (1.72%) Master's Degree
5 2 (0.86%) SAS Certification
6 1 (0.43%) DV Cleared
6 1 (0.43%) Security Cleared
Quality Assurance & Compliance
1 81 (34.76%) Data Quality
2 17 (7.30%) GDPR
3 6 (2.58%) QA
4 3 (1.29%) Accessibility
System Software
1 4 (1.72%) Virtual Machines
2 2 (0.86%) vSphere
Systems Management
1 5 (2.15%) Terraform
2 3 (1.29%) Ansible
2 3 (1.29%) Kubernetes
2 3 (1.29%) Puppet
Vendors
1 53 (22.75%) Databricks
2 52 (22.32%) Informatica
3 51 (21.89%) Microsoft
4 45 (19.31%) Oracle
5 8 (3.43%) Google
6 7 (3.00%) IBM
7 5 (2.15%) Alteryx
8 4 (1.72%) BiZZdesign
8 4 (1.72%) Cognos
9 3 (1.29%) Confluent
9 3 (1.29%) SAP
9 3 (1.29%) TIBCO
10 2 (0.86%) Salesforce