ETL Jobs in the North of England

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

The table below provides summary statistics for permanent job vacancies advertised in the North of England 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 31 October 2024, comparing them to the same period in the previous two years.

6 months to
31 Oct 2024
Same period 2023 Same period 2022
Rank 149 107 138
Rank change year-on-year -42 +31 +4
Permanent jobs citing ETL 193 243 429
As % of all permanent jobs advertised in the North of England 1.36% 2.82% 2.52%
As % of the Processes & Methodologies category 1.65% 2.96% 2.61%
Number of salaries quoted 115 160 311
10th Percentile £41,500 £32,640 £37,500
25th Percentile £44,869 £45,750 £43,750
Median annual salary (50th Percentile) £55,000 £56,250 £55,000
Median % change year-on-year -2.22% +2.27% +22.22%
75th Percentile £77,500 £78,125 £75,000
90th Percentile £95,000 £92,500 £87,500
England median annual salary £65,000 £65,000 £65,000
% change year-on-year - - +8.33%

All Process and Methodology Skills
North of England

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 of England.

Permanent vacancies with a requirement for process or methodology skills 11,666 8,213 16,419
As % of all permanent jobs advertised in the North of England 82.27% 95.23% 96.28%
Number of salaries quoted 5,404 5,662 9,853
10th Percentile £31,250 £30,000 £30,000
25th Percentile £40,000 £41,250 £40,000
Median annual salary (50th Percentile) £52,500 £55,000 £52,500
Median % change year-on-year -4.55% +4.76% +5.00%
75th Percentile £65,000 £68,750 £68,750
90th Percentile £78,750 £82,548 £83,750
England median annual salary £60,000 £60,000 £60,000
% change year-on-year - - +3.45%

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 31 October 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 31 October 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 -59 116 £55,000 - 31
Yorkshire +4 58 £50,000 -13.04% 13
North East -32 19 £49,274 -10.41% 19
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 21 (10.88%) Apache Spark
2 11 (5.70%) Confluence
3 5 (2.59%) Apache
3 5 (2.59%) SharePoint
4 3 (1.55%) Apache Airflow
4 3 (1.55%) Oracle SOA Suite
5 1 (0.52%) Luigi
5 1 (0.52%) SAS
Applications
1 13 (6.74%) Microsoft Excel
2 5 (2.59%) Microsoft Office
2 5 (2.59%) Microsoft PowerPoint
Business Applications
1 4 (2.07%) Dynamics CRM
1 4 (2.07%) Dynamics GP
1 4 (2.07%) SAP S/4HANA
2 3 (1.55%) Oracle EBS
3 2 (1.04%) iTrent
Cloud Services
1 100 (51.81%) Azure
2 78 (40.41%) Power Platform
3 40 (20.73%) AWS
4 25 (12.95%) Azure Data Factory
4 25 (12.95%) Azure DevOps
5 17 (8.81%) GCP
6 15 (7.77%) GitHub
7 12 (6.22%) Amazon S3
7 12 (6.22%) Azure Synapse Analytics
8 9 (4.66%) SaaS
9 8 (4.15%) Power Automate
10 7 (3.63%) Serverless
11 6 (3.11%) Azure Logic Apps
11 6 (3.11%) Azure Stack
11 6 (3.11%) Microsoft 365
12 4 (2.07%) Cloud Computing
12 4 (2.07%) PaaS
12 4 (2.07%) Snowflake
12 4 (2.07%) Zapier
13 3 (1.55%) iPaaS
Communications & Networking
1 4 (2.07%) SAN
2 2 (1.04%) Firewall
2 2 (1.04%) Internet
3 1 (0.52%) WebEx
Database & Business Intelligence
1 86 (44.56%) Data Warehouse
2 78 (40.41%) Power BI
3 39 (20.21%) SQL Server
4 36 (18.65%) SQL Server Integration Services
5 33 (17.10%) Data Lake
6 22 (11.40%) Tableau
7 19 (9.84%) Power Query
8 18 (9.33%) SQL Server Reporting Services
9 16 (8.29%) Azure SQL Database
9 16 (8.29%) Metadata
10 13 (6.74%) Data Mining
11 11 (5.70%) Data Vault
12 10 (5.18%) Relational Database
13 9 (4.66%) Big Data
13 9 (4.66%) BigQuery
13 9 (4.66%) NoSQL
14 8 (4.15%) Azkaban
14 8 (4.15%) Looker
14 8 (4.15%) Spark SQL
15 7 (3.63%) Spotfire
Development Applications
1 21 (10.88%) JIRA
2 8 (4.15%) RStudio
3 6 (3.11%) Git
4 3 (1.55%) Jenkins
5 2 (1.04%) Bitbucket
5 2 (1.04%) GitLab
5 2 (1.04%) Postman
5 2 (1.04%) SoapUI
5 2 (1.04%) Subversion
6 1 (0.52%) Oracle APEX
6 1 (0.52%) Oracle Forms
General
1 66 (34.20%) Social Skills
2 51 (26.42%) Finance
3 34 (17.62%) Analytical Skills
4 12 (6.22%) Pharmaceutical
5 10 (5.18%) Law
6 9 (4.66%) Inclusion and Diversity
7 8 (4.15%) Marketing
8 6 (3.11%) Advertising
8 6 (3.11%) Games
8 6 (3.11%) Manufacturing
9 5 (2.59%) Retail
10 4 (2.07%) Back Office
11 3 (1.55%) Automotive
11 3 (1.55%) Organisational Skills
11 3 (1.55%) Public Sector
12 2 (1.04%) Legal
12 2 (1.04%) Local Government
13 1 (0.52%) Influencing Skills
13 1 (0.52%) Social Housing
Job Titles
1 81 (41.97%) Data Engineer
2 39 (20.21%) Developer
3 38 (19.69%) Senior
4 28 (14.51%) Senior Data Engineer
5 23 (11.92%) Business Intelligence Developer
6 20 (10.36%) Lead
7 16 (8.29%) Analyst
8 15 (7.77%) Architect
8 15 (7.77%) Data Architect
9 11 (5.70%) Business Developer
9 11 (5.70%) Informatica Engineer
10 10 (5.18%) Data Scientist
11 9 (4.66%) Lead Data Engineer
12 8 (4.15%) ETL Developer
13 7 (3.63%) DBA
13 7 (3.63%) SQL DBA
14 6 (3.11%) Administrator
14 6 (3.11%) Senior DBA
14 6 (3.11%) Senior SQL DBA
15 5 (2.59%) SQL Developer
Libraries, Frameworks & Software Standards
1 21 (10.88%) Kafka
2 20 (10.36%) PySpark
3 12 (6.22%) XML
4 11 (5.70%) JSON
5 8 (4.15%) .NET
6 7 (3.63%) SOAP
7 5 (2.59%) REST
8 4 (2.07%) .NET Framework
8 4 (2.07%) SAP Fiori
9 3 (1.55%) .NET Core
9 3 (1.55%) Apache NiFi
9 3 (1.55%) scikit-learn
10 2 (1.04%) FHIR
10 2 (1.04%) PyTorch
10 2 (1.04%) RESTful
10 2 (1.04%) Swagger
10 2 (1.04%) TensorFlow
11 1 (0.52%) CSS3
11 1 (0.52%) HTML5
11 1 (0.52%) jQuery
Miscellaneous
1 22 (11.40%) Data Structures
2 12 (6.22%) Life Science
2 12 (6.22%) Product Ownership
3 9 (4.66%) Reinsurance
4 6 (3.11%) Replication
4 6 (3.11%) Self-Motivation
5 5 (2.59%) FMCG
5 5 (2.59%) Management Information System
5 5 (2.59%) Team-Oriented Environment
6 3 (1.55%) Clustering
6 3 (1.55%) Public Cloud
7 2 (1.04%) Algorithms
7 2 (1.04%) Cloud Native
7 2 (1.04%) Data Centre
7 2 (1.04%) Onboarding
7 2 (1.04%) PropTech
7 2 (1.04%) Virtual Team
8 1 (0.52%) Distributed Computing
8 1 (0.52%) Legacy Code
8 1 (0.52%) Sports Betting
Operating Systems
1 2 (1.04%) Windows
1 2 (1.04%) Windows Server
Processes & Methodologies
1 83 (43.01%) Business Intelligence
2 80 (41.45%) Agile
3 75 (38.86%) Data Modelling
4 71 (36.79%) Data Engineering
5 66 (34.20%) Analytics
6 49 (25.39%) DevOps
7 48 (24.87%) Problem-Solving
8 41 (21.24%) Scrum
9 40 (20.73%) Data Management
10 38 (19.69%) Data Integration
10 38 (19.69%) Data Pipeline
11 34 (17.62%) Visualisation
12 30 (15.54%) Computer Science
12 30 (15.54%) Data Governance
13 29 (15.03%) CI/CD
14 28 (14.51%) Data Science
15 26 (13.47%) Data Strategy
15 26 (13.47%) Mentoring
16 25 (12.95%) Data Analysis
16 25 (12.95%) Data Visualisation
Programming Languages
1 144 (74.61%) SQL
2 82 (42.49%) Python
3 20 (10.36%) C#
4 16 (8.29%) T-SQL
5 12 (6.22%) Data Analysis Expressions
6 11 (5.70%) Java
6 11 (5.70%) R
6 11 (5.70%) Scala
7 9 (4.66%) Bash
8 4 (2.07%) ABAP
8 4 (2.07%) PowerShell
8 4 (2.07%) VB.NET
9 3 (1.55%) Bicep
9 3 (1.55%) JavaScript
10 1 (0.52%) PL/SQL
10 1 (0.52%) TypeScript
Qualifications
1 34 (17.62%) Degree
2 11 (5.70%) SC Cleared
2 11 (5.70%) Security Cleared
3 9 (4.66%) Computer Science Degree
4 8 (4.15%) Master's Degree
5 6 (3.11%) DBS Check
6 3 (1.55%) BPSS Clearance
7 1 (0.52%) ISEB
7 1 (0.52%) ISTQB
7 1 (0.52%) ISTQB Foundation Certification
7 1 (0.52%) Microsoft Certification
Quality Assurance & Compliance
1 64 (33.16%) Data Quality
2 12 (6.22%) Accessibility
3 4 (2.07%) SLA
4 3 (1.55%) GDPR
5 2 (1.04%) HL7
6 1 (0.52%) ISO/IEC 27001
6 1 (0.52%) QA
System Software
1 4 (2.07%) Virtual Machines
1 4 (2.07%) vSphere
2 2 (1.04%) Docker
Systems Management
1 3 (1.55%) Terraform
2 2 (1.04%) Ansible
2 2 (1.04%) Kubernetes
Vendors
1 41 (21.24%) Databricks
2 35 (18.13%) Microsoft
3 30 (15.54%) Informatica
4 12 (6.22%) Google
4 12 (6.22%) Oracle
5 8 (4.15%) SAP
6 4 (2.07%) BT
6 4 (2.07%) Salesforce
6 4 (2.07%) Talend
7 3 (1.55%) TIBCO
8 1 (0.52%) Alteryx
8 1 (0.52%) Dundas
8 1 (0.52%) GoldenSource
8 1 (0.52%) MuleSoft
8 1 (0.52%) SnapLogic
8 1 (0.52%) Snow
8 1 (0.52%) webMethods
8 1 (0.52%) Workday