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 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 110 190 132
Rank change year-on-year +80 -58 -36
Permanent jobs citing ETL 227 107 260
As % of all permanent jobs advertised in the North West 2.15% 1.43% 2.70%
As % of the Processes & Methodologies category 2.66% 1.50% 2.83%
Number of salaries quoted 186 82 158
10th Percentile £39,375 £39,544 £41,250
25th Percentile £42,500 £45,000 £45,000
Median annual salary (50th Percentile) £55,750 £55,000 £55,000
Median % change year-on-year +1.36% - +10.00%
75th Percentile £85,000 £67,500 £72,188
90th Percentile £90,000 £77,715 £78,250
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 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 8,524 7,115 9,185
As % of all permanent jobs advertised in the North West 80.87% 95.38% 95.52%
Number of salaries quoted 6,367 3,833 5,316
10th Percentile £27,500 £31,250 £30,000
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% +9.38%
75th Percentile £65,000 £70,000 £67,500
90th Percentile £80,000 £81,250 £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 31 May 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 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
Manchester +83 130 £55,000 -8.33% 24
Merseyside +43 52 £90,000 +46.94% 8
Cheshire -4 25 £47,500 -5.00% 5
Cumbria - 13 £47,500 - 2
Lancashire -18 7 £45,000 -14.29% 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 5 (2.20%) Apache Spark
2 3 (1.32%) Apache
2 3 (1.32%) Apache Airflow
3 2 (0.88%) Drupal
3 2 (0.88%) SAS
3 2 (0.88%) WordPress
4 1 (0.44%) Confluence
Applications
1 8 (3.52%) Microsoft Excel
2 1 (0.44%) Microsoft Office
Business Applications
1 2 (0.88%) Dynamics CRM
Cloud Services
1 148 (65.20%) Azure
2 67 (29.52%) Power Platform
3 50 (22.03%) Azure DevOps
4 41 (18.06%) AWS
5 33 (14.54%) Azure Data Factory
6 24 (10.57%) Azure Cosmos DB
7 19 (8.37%) Snowflake
8 18 (7.93%) GCP
9 17 (7.49%) Matillion
10 15 (6.61%) SaaS
11 11 (4.85%) Azure Synapse Analytics
12 9 (3.96%) Amazon S3
13 4 (1.76%) Cloud Computing
14 2 (0.88%) Azure App Service
14 2 (0.88%) dbt
14 2 (0.88%) Dynamics 365
14 2 (0.88%) GitHub
14 2 (0.88%) Power Automate
14 2 (0.88%) Zapier
15 1 (0.44%) PowerApps
Communications & Networking
1 4 (1.76%) Firewall
2 3 (1.32%) Network Security
3 2 (0.88%) DNS
3 2 (0.88%) HTTP
4 1 (0.44%) Skype
4 1 (0.44%) WebEx
Database & Business Intelligence
1 113 (49.78%) Data Warehouse
2 99 (43.61%) SQL Server
3 67 (29.52%) Power BI
4 48 (21.15%) SQL Server Integration Services
5 47 (20.70%) Data Vault
6 36 (15.86%) Data Lake
7 26 (11.45%) Delta Lake
8 22 (9.69%) Star Schema
9 20 (8.81%) SQL Server Reporting Services
10 16 (7.05%) BigQuery
11 15 (6.61%) Elasticsearch
11 15 (6.61%) Tableau
12 10 (4.41%) Azure SQL Data Warehouse
12 10 (4.41%) Relational Database
13 9 (3.96%) Looker
14 8 (3.52%) Amazon Redshift
14 8 (3.52%) Snowflake Schema
15 7 (3.08%) Metadata
15 7 (3.08%) Oracle Database
15 7 (3.08%) SQL Server Analysis Services
Development Applications
1 43 (18.94%) JIRA
2 15 (6.61%) GitLab
3 13 (5.73%) Git
4 2 (0.88%) Team Foundation Server
5 1 (0.44%) SQL Server Management Studio (SSMS)
5 1 (0.44%) Visual Studio
General
1 48 (21.15%) Analytical Skills
2 35 (15.42%) Social Skills
3 31 (13.66%) Finance
4 21 (9.25%) Public Sector
5 14 (6.17%) Retail
6 8 (3.52%) Law
7 7 (3.08%) Documentation Skills
7 7 (3.08%) Legal
8 3 (1.32%) Manufacturing
9 2 (0.88%) Electronics
9 2 (0.88%) French Language
9 2 (0.88%) German Language
9 2 (0.88%) Influencing Skills
9 2 (0.88%) Marketing
9 2 (0.88%) Spanish Language
9 2 (0.88%) Telecoms
10 1 (0.44%) Inclusion and Diversity
10 1 (0.44%) Presentation Skills
Job Titles
1 124 (54.63%) Data Engineer
2 47 (20.70%) Senior
3 43 (18.94%) Developer
4 41 (18.06%) Senior Data Engineer
5 25 (11.01%) Informatica Engineer
6 23 (10.13%) Architect
7 22 (9.69%) Lead
8 21 (9.25%) Data Architect
9 18 (7.93%) Lead Data Engineer
10 17 (7.49%) Business Intelligence Developer
11 15 (6.61%) Analyst
12 13 (5.73%) SQL Developer
13 9 (3.96%) Business Intelligence Consultant
13 9 (3.96%) Consultant
13 9 (3.96%) Data Analyst
14 7 (3.08%) DataOps Engineer
14 7 (3.08%) DataOps Leader
14 7 (3.08%) Operations Engineer
14 7 (3.08%) Product Analyst
15 6 (2.64%) Platform Engineer
Libraries, Frameworks & Software Standards
1 28 (12.33%) PySpark
2 7 (3.08%) Kafka
2 7 (3.08%) RESTful
3 4 (1.76%) JSON
3 4 (1.76%) XML
4 3 (1.32%) .NET
5 2 (0.88%) CSS
5 2 (0.88%) CSS3
5 2 (0.88%) HTML
5 2 (0.88%) HTML5
5 2 (0.88%) jQuery
5 2 (0.88%) JWT
5 2 (0.88%) Node.js
5 2 (0.88%) REST
5 2 (0.88%) SOAP
6 1 (0.44%) .NET Core
6 1 (0.44%) AWS CDK
6 1 (0.44%) NumPy
6 1 (0.44%) Pandas
6 1 (0.44%) scikit-learn
Miscellaneous
1 58 (25.55%) Data Structures
2 42 (18.50%) Reinsurance
3 37 (16.30%) Public Cloud
4 28 (12.33%) Self-Motivation
5 11 (4.85%) Blog
6 9 (3.96%) Product Ownership
7 5 (2.20%) Algorithms
7 5 (2.20%) Management Information System
8 4 (1.76%) Data Centre
9 3 (1.32%) Enterprise Cloud
9 3 (1.32%) NHS
10 2 (0.88%) Analytical Mindset
10 2 (0.88%) Mobile App
10 2 (0.88%) Onboarding
11 1 (0.44%) FMCG
11 1 (0.44%) iPad
11 1 (0.44%) Legacy Systems
Operating Systems
1 12 (5.29%) Windows
2 7 (3.08%) Linux
3 4 (1.76%) Windows Server
3 4 (1.76%) Windows Vista
Processes & Methodologies
1 118 (51.98%) Data Modelling
2 85 (37.44%) Analytics
3 82 (36.12%) Agile
4 71 (31.28%) Business Intelligence
5 67 (29.52%) Data Engineering
6 64 (28.19%) Data Integration
7 62 (27.31%) Data Science
8 56 (24.67%) Data Analysis
9 55 (24.23%) Data Pipeline
9 55 (24.23%) Migration
10 48 (21.15%) Visualisation
11 46 (20.26%) Data Management
12 44 (19.38%) Problem-Solving
13 42 (18.50%) Scrum
14 40 (17.62%) Data Strategy
14 40 (17.62%) Scaled Agile Framework
15 38 (16.74%) Machine Learning
16 37 (16.30%) DevOps
17 32 (14.10%) Collaborative Working
18 29 (12.78%) Decision-Making
Programming Languages
1 143 (63.00%) SQL
2 96 (42.29%) Python
3 40 (17.62%) T-SQL
4 6 (2.64%) JavaScript
4 6 (2.64%) PL/SQL
5 5 (2.20%) Data Analysis Expressions
6 3 (1.32%) C#
6 3 (1.32%) Go
7 2 (0.88%) PHP
7 2 (0.88%) PowerShell
7 2 (0.88%) R
7 2 (0.88%) Shell Script
7 2 (0.88%) TypeScript
7 2 (0.88%) VB.NET
8 1 (0.44%) Bicep
8 1 (0.44%) Java
Qualifications
1 17 (7.49%) Degree
2 12 (5.29%) Computer Science Degree
3 6 (2.64%) Azure Certification
4 3 (1.32%) Master's Degree
5 2 (0.88%) SAS Certification
6 1 (0.44%) DV Cleared
6 1 (0.44%) Security Cleared
Quality Assurance & Compliance
1 87 (38.33%) Data Quality
2 17 (7.49%) GDPR
3 6 (2.64%) QA
4 3 (1.32%) Accessibility
System Software
1 4 (1.76%) Virtual Machines
2 2 (0.88%) vSphere
Systems Management
1 5 (2.20%) Terraform
2 3 (1.32%) Ansible
2 3 (1.32%) Kubernetes
2 3 (1.32%) Puppet
Vendors
1 58 (25.55%) Informatica
2 54 (23.79%) Databricks
3 51 (22.47%) Microsoft
4 45 (19.82%) Oracle
5 8 (3.52%) Google
6 4 (1.76%) Alteryx
6 4 (1.76%) BiZZdesign
6 4 (1.76%) Cognos
6 4 (1.76%) IBM
7 3 (1.32%) TIBCO
8 2 (0.88%) Salesforce
8 2 (0.88%) SAP
9 1 (0.44%) BT