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

6 months to
18 May 2024
Same period 2023 Same period 2022
Rank 107 178 112
Rank change year-on-year +71 -66 -16
Permanent jobs citing ETL 229 128 272
As % of all permanent jobs advertised in the North West 2.30% 1.66% 2.89%
As % of the Processes & Methodologies category 2.79% 1.74% 3.03%
Number of salaries quoted 188 82 168
10th Percentile £40,125 £36,579 £41,600
25th Percentile £42,500 £42,500 £45,000
Median annual salary (50th Percentile) £55,750 £52,500 £55,000
Median % change year-on-year +6.19% -4.55% +10.00%
75th Percentile £85,000 £67,500 £72,500
90th Percentile £90,000 £77,500 £76,814
England median annual salary £62,500 £66,786 £60,000
% 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 8,221 7,360 8,977
As % of all permanent jobs advertised in the North West 82.40% 95.55% 95.41%
Number of salaries quoted 6,231 3,864 5,251
10th Percentile £27,500 £31,017 £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 £65,000 £70,000 £67,500
90th Percentile £80,000 £81,500 £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 18 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 18 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 +79 130 £56,250 -2.17% 26
Merseyside +33 50 £85,000 +54.55% 2
Cheshire -3 25 £47,500 -5.00% 5
Cumbria +4 12 £45,000 - 1
Lancashire -14 11 £45,000 -14.29% 4
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 (1.75%) Apache Spark
2 3 (1.31%) Apache
2 3 (1.31%) Apache Airflow
3 2 (0.87%) Drupal
3 2 (0.87%) SAS
3 2 (0.87%) WordPress
Applications
1 8 (3.49%) Microsoft Excel
2 1 (0.44%) Microsoft Office
Business Applications
1 2 (0.87%) Dynamics CRM
Cloud Services
1 148 (64.63%) Azure
2 66 (28.82%) Power Platform
3 47 (20.52%) Azure DevOps
4 45 (19.65%) AWS
5 33 (14.41%) Azure Data Factory
6 24 (10.48%) Azure Cosmos DB
7 20 (8.73%) Snowflake
8 19 (8.30%) GCP
9 17 (7.42%) Matillion
10 14 (6.11%) Azure Synapse Analytics
10 14 (6.11%) SaaS
11 11 (4.80%) Amazon S3
12 5 (2.18%) Cloud Computing
13 3 (1.31%) AWS Lambda
13 3 (1.31%) dbt
13 3 (1.31%) Serverless
14 2 (0.87%) Azure App Service
14 2 (0.87%) Dynamics 365
14 2 (0.87%) Power Automate
14 2 (0.87%) Zapier
Communications & Networking
1 4 (1.75%) Firewall
2 3 (1.31%) Network Security
3 2 (0.87%) DNS
3 2 (0.87%) HTTP
4 1 (0.44%) Skype
4 1 (0.44%) WebEx
Database & Business Intelligence
1 115 (50.22%) Data Warehouse
2 99 (43.23%) SQL Server
3 66 (28.82%) Power BI
4 48 (20.96%) SQL Server Integration Services
5 45 (19.65%) Data Vault
6 38 (16.59%) Data Lake
7 26 (11.35%) Delta Lake
8 22 (9.61%) Star Schema
9 21 (9.17%) SQL Server Reporting Services
10 16 (6.99%) BigQuery
11 15 (6.55%) Elasticsearch
11 15 (6.55%) Tableau
12 11 (4.80%) Relational Database
13 10 (4.37%) Azure SQL Data Warehouse
14 9 (3.93%) Looker
15 8 (3.49%) Amazon Redshift
15 8 (3.49%) Oracle Database
15 8 (3.49%) Snowflake Schema
16 7 (3.06%) SQL Server Analysis Services
17 6 (2.62%) Metadata
Development Applications
1 40 (17.47%) JIRA
2 15 (6.55%) GitLab
3 13 (5.68%) Git
4 5 (2.18%) Visual Studio
5 2 (0.87%) SQL Server Management Studio (SSMS)
5 2 (0.87%) Team Foundation Server
General
1 49 (21.40%) Analytical Skills
2 36 (15.72%) Social Skills
3 33 (14.41%) Finance
4 25 (10.92%) Public Sector
5 13 (5.68%) Retail
6 8 (3.49%) Documentation Skills
6 8 (3.49%) Law
7 7 (3.06%) Legal
8 4 (1.75%) Manufacturing
8 4 (1.75%) Marketing
9 3 (1.31%) Electronics
9 3 (1.31%) Telecoms
10 2 (0.87%) French Language
10 2 (0.87%) German Language
10 2 (0.87%) Influencing Skills
10 2 (0.87%) Spanish Language
11 1 (0.44%) Inclusion and Diversity
11 1 (0.44%) Presentation Skills
Job Titles
1 127 (55.46%) Data Engineer
2 47 (20.52%) Senior
3 41 (17.90%) Senior Data Engineer
4 40 (17.47%) Developer
5 23 (10.04%) Architect
5 23 (10.04%) Informatica Engineer
6 21 (9.17%) Data Architect
7 20 (8.73%) Lead
8 17 (7.42%) Business Intelligence Developer
9 16 (6.99%) Lead Data Engineer
10 15 (6.55%) Analyst
11 12 (5.24%) SQL Developer
12 9 (3.93%) Business Intelligence Consultant
12 9 (3.93%) Consultant
12 9 (3.93%) Data Analyst
13 7 (3.06%) DataOps Engineer
13 7 (3.06%) DataOps Leader
13 7 (3.06%) Operations Engineer
13 7 (3.06%) Product Analyst
14 6 (2.62%) Platform Engineer
Libraries, Frameworks & Software Standards
1 26 (11.35%) PySpark
2 8 (3.49%) RESTful
3 5 (2.18%) Kafka
4 2 (0.87%) .NET
4 2 (0.87%) CSS
4 2 (0.87%) CSS3
4 2 (0.87%) HTML
4 2 (0.87%) HTML5
4 2 (0.87%) jQuery
4 2 (0.87%) JSON
4 2 (0.87%) JWT
4 2 (0.87%) Node.js
4 2 (0.87%) REST
4 2 (0.87%) SOAP
4 2 (0.87%) XML
5 1 (0.44%) AWS CDK
5 1 (0.44%) NumPy
5 1 (0.44%) Pandas
5 1 (0.44%) scikit-learn
Miscellaneous
1 55 (24.02%) Data Structures
2 41 (17.90%) Reinsurance
3 36 (15.72%) Public Cloud
4 28 (12.23%) Self-Motivation
5 11 (4.80%) Blog
6 9 (3.93%) Product Ownership
7 5 (2.18%) Algorithms
7 5 (2.18%) Management Information System
8 4 (1.75%) Data Centre
9 3 (1.31%) Enterprise Cloud
9 3 (1.31%) NHS
10 2 (0.87%) Analytical Mindset
10 2 (0.87%) Mobile App
10 2 (0.87%) Onboarding
11 1 (0.44%) FMCG
11 1 (0.44%) iPad
11 1 (0.44%) Legacy Systems
Operating Systems
1 12 (5.24%) Windows
2 7 (3.06%) Linux
3 4 (1.75%) Windows Server
3 4 (1.75%) Windows Vista
Processes & Methodologies
1 115 (50.22%) Data Modelling
2 83 (36.24%) Analytics
3 78 (34.06%) Agile
4 73 (31.88%) Data Engineering
5 71 (31.00%) Business Intelligence
6 64 (27.95%) Data Integration
7 62 (27.07%) Data Science
8 55 (24.02%) Data Pipeline
9 54 (23.58%) Data Analysis
9 54 (23.58%) Migration
10 50 (21.83%) Visualisation
11 46 (20.09%) Problem-Solving
12 44 (19.21%) Data Management
13 40 (17.47%) Scrum
14 39 (17.03%) Data Strategy
15 38 (16.59%) Machine Learning
15 38 (16.59%) Scaled Agile Framework
16 32 (13.97%) DevOps
17 30 (13.10%) Collaborative Working
18 29 (12.66%) Decision-Making
Programming Languages
1 147 (64.19%) SQL
2 97 (42.36%) Python
3 41 (17.90%) T-SQL
4 8 (3.49%) PL/SQL
5 6 (2.62%) JavaScript
6 5 (2.18%) Data Analysis Expressions
7 4 (1.75%) PowerShell
7 4 (1.75%) TypeScript
8 3 (1.31%) Go
9 2 (0.87%) C#
9 2 (0.87%) PHP
9 2 (0.87%) R
9 2 (0.87%) Shell Script
9 2 (0.87%) VB.NET
10 1 (0.44%) Java
10 1 (0.44%) Kusto Query Language
Qualifications
1 19 (8.30%) Degree
2 13 (5.68%) Computer Science Degree
3 7 (3.06%) Azure Certification
4 4 (1.75%) Master's Degree
5 2 (0.87%) SAS Certification
6 1 (0.44%) DV Cleared
6 1 (0.44%) Security Cleared
Quality Assurance & Compliance
1 85 (37.12%) Data Quality
2 17 (7.42%) GDPR
3 6 (2.62%) QA
4 3 (1.31%) Accessibility
System Software
1 4 (1.75%) Virtual Machines
2 2 (0.87%) vSphere
Systems Management
1 5 (2.18%) Terraform
2 3 (1.31%) Ansible
2 3 (1.31%) Kubernetes
2 3 (1.31%) Puppet
Vendors
1 54 (23.58%) Informatica
2 53 (23.14%) Databricks
3 52 (22.71%) Microsoft
4 45 (19.65%) Oracle
5 8 (3.49%) Google
6 4 (1.75%) Alteryx
6 4 (1.75%) BiZZdesign
6 4 (1.75%) Cognos
6 4 (1.75%) IBM
7 3 (1.31%) SAP
7 3 (1.31%) TIBCO
8 2 (0.87%) Salesforce