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 9 June 2024 with a comparison to the same period in the previous 2 years.

6 months to
9 Jun 2024
Same period 2023 Same period 2022
Rank 120 226 156
Rank change year-on-year +106 -70 -46
Permanent jobs citing ETL 396 207 435
As % of all permanent jobs advertised in the North of England 2.01% 1.30% 2.31%
As % of the Processes & Methodologies category 2.50% 1.35% 2.46%
Number of salaries quoted 308 174 282
10th Percentile £37,410 £37,150 £40,000
25th Percentile £42,500 £43,375 £45,000
Median annual salary (50th Percentile) £55,000 £55,000 £52,500
Median % change year-on-year - +4.76% +10.53%
75th Percentile £81,563 £69,649 £67,875
90th Percentile £90,000 £83,250 £78,250
England median annual salary £62,700 £65,500 £62,500
% change year-on-year -4.27% +4.80% +8.70%

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 15,869 15,355 17,713
As % of all permanent jobs advertised in the North of England 80.46% 96.77% 94.21%
Number of salaries quoted 11,723 7,789 10,714
10th Percentile £27,500 £31,250 £29,000
25th Percentile £37,275 £40,000 £38,750
Median annual salary (50th Percentile) £50,000 £55,000 £50,000
Median % change year-on-year -9.09% +10.00% +5.26%
75th Percentile £65,000 £70,000 £66,250
90th Percentile £79,000 £81,250 £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 9 June 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 9 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
North West +90 240 £56,500 +2.73% 43
Yorkshire +68 84 £48,750 -11.36% 16
North East +25 72 £64,000 +16.36% 8
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 (4.04%) Apache Airflow
2 11 (2.78%) Apache Spark
3 5 (1.26%) Apache
4 4 (1.01%) Confluence
4 4 (1.01%) IIS
5 2 (0.51%) Drupal
5 2 (0.51%) SAS
5 2 (0.51%) WordPress
Applications
1 14 (3.54%) Microsoft Excel
2 1 (0.25%) Microsoft Office
2 1 (0.25%) Microsoft PowerPoint
Business Applications
1 5 (1.26%) SAP S/4HANA
2 2 (0.51%) Dynamics CRM
3 1 (0.25%) SAP HR
3 1 (0.25%) SAP Payroll
Cloud Services
1 243 (61.36%) Azure
2 127 (32.07%) Power Platform
3 103 (26.01%) AWS
4 67 (16.92%) GCP
5 59 (14.90%) Azure Data Factory
5 59 (14.90%) Azure DevOps
6 30 (7.58%) SaaS
7 27 (6.82%) Azure Cosmos DB
7 27 (6.82%) Snowflake
8 23 (5.81%) Azure Synapse Analytics
9 22 (5.56%) Matillion
10 21 (5.30%) Amazon S3
11 16 (4.04%) dbt
12 15 (3.79%) Amazon Kinesis
13 10 (2.53%) Dynamics 365
14 9 (2.27%) Cloud Computing
14 9 (2.27%) Serverless
15 6 (1.52%) BlazeMeter
15 6 (1.52%) GitHub
15 6 (1.52%) PowerApps
Communications & Networking
1 6 (1.52%) Firewall
2 4 (1.01%) DNS
2 4 (1.01%) HTTP
2 4 (1.01%) SAN
3 3 (0.76%) Network Security
4 1 (0.25%) Skype
4 1 (0.25%) WebEx
Database & Business Intelligence
1 208 (52.53%) Data Warehouse
2 130 (32.83%) SQL Server
3 123 (31.06%) Power BI
4 80 (20.20%) SQL Server Integration Services
5 63 (15.91%) Data Lake
6 56 (14.14%) BigQuery
7 51 (12.88%) Data Vault
8 37 (9.34%) Looker
9 28 (7.07%) Delta Lake
10 25 (6.31%) Star Schema
11 24 (6.06%) Amazon Redshift
12 23 (5.81%) PostgreSQL
12 23 (5.81%) SQL Server Reporting Services
13 21 (5.30%) Tableau
14 20 (5.05%) Relational Database
15 18 (4.55%) Elasticsearch
16 14 (3.54%) Azure SQL Data Warehouse
17 12 (3.03%) Data Mining
18 11 (2.78%) Metadata
19 9 (2.27%) Big Data
Development Applications
1 48 (12.12%) JIRA
2 26 (6.57%) Git
3 19 (4.80%) GitLab
4 6 (1.52%) Appium
4 6 (1.52%) JMeter
4 6 (1.52%) Selenium
5 5 (1.26%) Jenkins
6 3 (0.76%) Cypress.io
6 3 (0.76%) Visual Studio
7 2 (0.51%) SQL Server Management Studio (SSMS)
7 2 (0.51%) Team Foundation Server
General
1 88 (22.22%) Social Skills
2 86 (21.72%) Analytical Skills
3 74 (18.69%) Finance
4 42 (10.61%) Public Sector
5 34 (8.59%) Retail
6 17 (4.29%) Games
7 10 (2.53%) Law
8 8 (2.02%) Banking
8 8 (2.02%) Legal
9 7 (1.77%) Documentation Skills
10 6 (1.52%) Marketing
11 3 (0.76%) Manufacturing
12 2 (0.51%) Electronics
12 2 (0.51%) French Language
12 2 (0.51%) German Language
12 2 (0.51%) Influencing Skills
12 2 (0.51%) Organisational Skills
12 2 (0.51%) Presentation Skills
12 2 (0.51%) Spanish Language
12 2 (0.51%) Telecoms
Job Titles
1 195 (49.24%) Data Engineer
2 72 (18.18%) Senior
3 64 (16.16%) Developer
4 58 (14.65%) Lead
5 56 (14.14%) Architect
6 54 (13.64%) Data Architect
6 54 (13.64%) Senior Data Engineer
7 41 (10.35%) Lead Data Engineer
8 28 (7.07%) Informatica Engineer
9 26 (6.57%) Analyst
10 25 (6.31%) Business Intelligence Developer
11 19 (4.80%) Business Intelligence Consultant
11 19 (4.80%) Consultant
12 16 (4.04%) AWS Data Engineer
12 16 (4.04%) AWS Engineer
12 16 (4.04%) Data Analyst
13 15 (3.79%) SQL Developer
14 14 (3.54%) Azure Engineer
15 13 (3.28%) Senior Developer
16 10 (2.53%) Python Engineer
Libraries, Frameworks & Software Standards
1 32 (8.08%) PySpark
2 9 (2.27%) .NET
2 9 (2.27%) RESTful
3 7 (1.77%) Kafka
3 7 (1.77%) XML
4 6 (1.52%) JSON
5 4 (1.01%) ASP.NET
5 4 (1.01%) JWT
5 4 (1.01%) REST
5 4 (1.01%) SAP Fiori
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
Miscellaneous
1 66 (16.67%) Data Structures
2 56 (14.14%) Self-Motivation
3 45 (11.36%) Reinsurance
4 38 (9.60%) Public Cloud
5 14 (3.54%) Product Ownership
6 13 (3.28%) Client/Server
6 13 (3.28%) Online Games
7 12 (3.03%) Management Information System
8 11 (2.78%) Blog
9 6 (1.52%) Algorithms
9 6 (1.52%) Data Centre
10 5 (1.26%) Cloud Native
11 4 (1.01%) IoT
12 3 (0.76%) Analytical Mindset
12 3 (0.76%) Enterprise Cloud
12 3 (0.76%) NHS
12 3 (0.76%) Onboarding
13 2 (0.51%) Distributed Systems
13 2 (0.51%) Mobile App
13 2 (0.51%) Tandem
Operating Systems
1 16 (4.04%) Windows
2 7 (1.77%) Linux
3 6 (1.52%) Windows Server
4 4 (1.01%) Windows Vista
Processes & Methodologies
1 194 (48.99%) Data Modelling
2 144 (36.36%) Data Engineering
3 133 (33.59%) Business Intelligence
4 123 (31.06%) Analytics
5 121 (30.56%) Data Integration
6 116 (29.29%) Agile
7 95 (23.99%) Problem-Solving
8 92 (23.23%) Data Pipeline
9 89 (22.47%) Data Science
10 82 (20.71%) Migration
11 77 (19.44%) Data Governance
12 75 (18.94%) Data Architecture
13 74 (18.69%) Visualisation
14 72 (18.18%) Mentoring
15 66 (16.67%) Data Analysis
16 64 (16.16%) Data Strategy
17 62 (15.66%) Data Management
17 62 (15.66%) Machine Learning
18 57 (14.39%) DevOps
19 55 (13.89%) Artificial Intelligence
Programming Languages
1 248 (62.63%) SQL
2 152 (38.38%) Python
3 58 (14.65%) T-SQL
4 17 (4.29%) C#
5 9 (2.27%) JavaScript
6 8 (2.02%) Data Analysis Expressions
6 8 (2.02%) PL/SQL
6 8 (2.02%) PowerShell
7 4 (1.01%) ABAP
7 4 (1.01%) VB.NET
8 3 (0.76%) Go
8 3 (0.76%) Java
8 3 (0.76%) Scala
9 2 (0.51%) PHP
9 2 (0.51%) R
9 2 (0.51%) Shell Script
9 2 (0.51%) TypeScript
10 1 (0.25%) Bicep
Qualifications
1 30 (7.58%) Degree
2 16 (4.04%) Computer Science Degree
3 11 (2.78%) Master's Degree
4 8 (2.02%) Azure Certification
5 6 (1.52%) DBS Check
6 2 (0.51%) Microsoft Certification
6 2 (0.51%) SAS Certification
7 1 (0.25%) DV Cleared
7 1 (0.25%) SAP Certification
7 1 (0.25%) Security Cleared
Quality Assurance & Compliance
1 157 (39.65%) Data Quality
2 44 (11.11%) GDPR
3 13 (3.28%) 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 (3.28%) Terraform
2 9 (2.27%) Kubernetes
3 4 (1.01%) Ansible
4 3 (0.76%) Puppet
Vendors
1 91 (22.98%) Microsoft
2 73 (18.43%) Databricks
3 69 (17.42%) Informatica
4 46 (11.62%) Oracle
5 43 (10.86%) Google
6 7 (1.77%) SAP
7 6 (1.52%) Alteryx
8 4 (1.01%) BiZZdesign
8 4 (1.01%) Cognos
8 4 (1.01%) IBM
8 4 (1.01%) TIBCO
9 2 (0.51%) Salesforce
10 1 (0.25%) Ariba
10 1 (0.25%) BT
10 1 (0.25%) Concur
10 1 (0.25%) Snow
10 1 (0.25%) Workday