ETL Jobs in England

Extract, Transform and Load (ETL)
UK > England

The table below provides summary statistics for permanent job vacancies advertised in 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 15 May 2025, comparing them to the same period in the previous two years.

6 months to
15 May 2025
Same period 2024 Same period 2023
Rank 207 133 139
Rank change year-on-year -74 +6 -25
Permanent jobs citing ETL 783 1,804 2,322
As % of all permanent jobs advertised in England 1.60% 2.10% 2.60%
As % of the Processes & Methodologies category 1.70% 2.46% 2.72%
Number of salaries quoted 541 1,346 1,656
10th Percentile £41,750 £41,250 £42,500
25th Percentile £50,000 £47,500 £51,250
Median annual salary (50th Percentile) £65,000 £62,500 £65,750
Median % change year-on-year +4.00% -4.94% +9.58%
75th Percentile £83,750 £85,000 £83,827
90th Percentile £97,500 £95,000 £100,000
UK median annual salary £62,500 £62,500 £65,000
% change year-on-year - -3.85% +8.33%

All Process and Methodology Skills
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 England.

Permanent vacancies with a requirement for process or methodology skills 46,063 73,227 85,387
As % of all permanent jobs advertised in England 94.14% 85.42% 95.62%
Number of salaries quoted 23,601 53,820 50,635
10th Percentile £30,000 £29,000 £34,324
25th Percentile £42,250 £40,000 £46,000
Median annual salary (50th Percentile) £57,500 £55,000 £62,500
Median % change year-on-year +4.55% -12.00% +4.17%
75th Percentile £76,000 £73,410 £82,500
90th Percentile £98,750 £93,750 £102,500
UK median annual salary £57,500 £55,000 £61,180
% change year-on-year +4.55% -10.10% +1.97%

ETL
Job Vacancy Trend in England

Job postings citing ETL as a proportion of all IT jobs advertised in England.

Job vacancy trend for ETL in England

ETL
Salary Trend in England

3-month moving average salary quoted in jobs citing ETL in England.

Salary trend for ETL in England

ETL
Salary Histogram in England

Salary distribution for jobs citing ETL in England over the 6 months to 15 May 2025.

Salary histogram for ETL in England

ETL
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the England region over the 6 months to 15 May 2025. 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
London -20 359 £75,000 +3.09% 846
North of England -102 122 £65,000 +18.18% 191
South East -13 115 £50,000 -18.37% 272
Midlands -25 99 £55,000 - 130
West Midlands -18 67 £55,000 -3.08% 86
Yorkshire +36 62 £65,000 +36.84% 53
North West -135 56 £57,500 +3.14% 113
East of England +24 41 £50,000 +5.26% 61
South West +27 33 £52,000 -2.80% 96
East Midlands +10 32 £48,500 +2.11% 38
North East -20 4 £67,500 +5.47% 28
ETL
UK

ETL
Co-occurring Skills and Capabilities in 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 77 (9.83%) Apache Spark
2 56 (7.15%) Apache
3 52 (6.64%) Apache Airflow
4 23 (2.94%) SAS
5 19 (2.43%) SharePoint
6 10 (1.28%) Luigi
7 8 (1.02%) Confluence
7 8 (1.02%) Oracle SOA Suite
8 3 (0.38%) CMS
9 2 (0.26%) Microsoft Exchange
10 1 (0.13%) Jupyter
10 1 (0.13%) NetWeaver
10 1 (0.13%) Oracle Application Server
10 1 (0.13%) Oracle Workflow
Applications
1 53 (6.77%) Microsoft Excel
2 18 (2.30%) Microsoft Office
3 5 (0.64%) SPSS
4 4 (0.51%) Microsoft PowerPoint
4 4 (0.51%) MS Visio
5 3 (0.38%) Microsoft Project
Business Applications
1 29 (3.70%) Oracle EBS
2 6 (0.77%) Elite 3E
2 6 (0.77%) Infor M3
3 4 (0.51%) Oracle BPM
4 3 (0.38%) NetSuite
4 3 (0.38%) Oracle General Ledger
4 3 (0.38%) Salesforce CRM
5 2 (0.26%) Carpe Diem
5 2 (0.26%) Dynamics AX
5 2 (0.26%) Oracle Subledger Accounting
6 1 (0.13%) Dynamics CRM
6 1 (0.13%) Dynamics GP
6 1 (0.13%) Dynamics NAV
6 1 (0.13%) Oracle Applications
6 1 (0.13%) Oracle ERP
6 1 (0.13%) Oracle Payables
6 1 (0.13%) SAP ERP
6 1 (0.13%) SAP FI
6 1 (0.13%) SAP MDG
6 1 (0.13%) SAP S/4HANA
Cloud Services
1 354 (45.21%) Azure
2 261 (33.33%) AWS
3 237 (30.27%) Power Platform
4 146 (18.65%) Azure Data Factory
5 137 (17.50%) Snowflake
6 123 (15.71%) GCP
7 65 (8.30%) Azure Synapse Analytics
8 57 (7.28%) dbt
9 56 (7.15%) Amazon S3
10 53 (6.77%) Serverless
11 45 (5.75%) Power Automate
12 35 (4.47%) SaaS
13 33 (4.21%) AWS Lambda
14 27 (3.45%) Azure DevOps
14 27 (3.45%) Azure Logic Apps
15 24 (3.07%) PowerApps
16 20 (2.55%) Dynamics 365
17 19 (2.43%) PaaS
18 17 (2.17%) Amazon Kinesis
18 17 (2.17%) Azure Functions
Communications & Networking
1 5 (0.64%) HTTP
1 5 (0.64%) Internet
2 2 (0.26%) DHCP
2 2 (0.26%) DNS
2 2 (0.26%) VoIP
3 1 (0.13%) VPN
Database & Business Intelligence
1 344 (43.93%) Data Warehouse
2 233 (29.76%) Power BI
3 152 (19.41%) Data Lake
4 135 (17.24%) SQL Server
5 112 (14.30%) SQL Server Integration Services
6 82 (10.47%) Big Data
7 77 (9.83%) NoSQL
8 74 (9.45%) Amazon Redshift
9 69 (8.81%) SQL Server Reporting Services
10 55 (7.02%) Tableau
11 52 (6.64%) Metadata
12 43 (5.49%) Hadoop
13 41 (5.24%) BigQuery
14 37 (4.73%) Relational Database
15 35 (4.47%) Azure SQL Database
16 31 (3.96%) MySQL
17 29 (3.70%) Oracle ODI
18 27 (3.45%) PostgreSQL
19 23 (2.94%) Power Query
20 22 (2.81%) Amazon Athena
Development Applications
1 44 (5.62%) Git
2 26 (3.32%) JIRA
3 20 (2.55%) Visual Studio
4 19 (2.43%) Eclipse
4 19 (2.43%) Eclipse RCP
5 15 (1.92%) SQL Server Management Studio (SSMS)
6 14 (1.79%) Jenkins
7 11 (1.40%) Bitbucket
8 6 (0.77%) CircleCI
8 6 (0.77%) MLflow
9 5 (0.64%) ERwin
10 3 (0.38%) GitLab
10 3 (0.38%) Oracle Forms
10 3 (0.38%) Team Foundation Server
11 2 (0.26%) Atlassian Bamboo
11 2 (0.26%) IBM UrbanCode
11 2 (0.26%) Oracle APEX
11 2 (0.26%) Spinnaker
11 2 (0.26%) Visual Studio Team System
12 1 (0.13%) SoapUI
General
1 232 (29.63%) Social Skills
2 211 (26.95%) Finance
3 182 (23.24%) Analytical Skills
4 87 (11.11%) Law
5 48 (6.13%) Banking
6 35 (4.47%) Marketing
7 34 (4.34%) Inclusion and Diversity
8 25 (3.19%) Legal
8 25 (3.19%) Public Sector
8 25 (3.19%) Retail
9 23 (2.94%) Manufacturing
10 19 (2.43%) Games
11 12 (1.53%) Advertising
12 10 (1.28%) Organisational Skills
13 9 (1.15%) Telecoms
14 8 (1.02%) Presentation Skills
15 7 (0.89%) Documentation Skills
16 6 (0.77%) Billing
17 5 (0.64%) Automotive
17 5 (0.64%) Electronics
Job Titles
1 282 (36.02%) Data Engineer
2 154 (19.67%) Senior
3 127 (16.22%) Developer
4 106 (13.54%) Lead
5 81 (10.34%) Senior Data Engineer
6 64 (8.17%) Architect
7 58 (7.41%) Analyst
8 41 (5.24%) Business Intelligence Developer
8 41 (5.24%) Consultant
9 36 (4.60%) Software Engineer
10 33 (4.21%) Lead Data Engineer
11 30 (3.83%) Data Architect
12 28 (3.58%) Business Intelligence Analyst
12 28 (3.58%) Solutions Architect
13 26 (3.32%) Data Manager
14 24 (3.07%) Power BI Developer
15 23 (2.94%) SQL Developer
16 22 (2.81%) Data Consultant
17 21 (2.68%) Azure Engineer
18 19 (2.43%) ETL Developer
Libraries, Frameworks & Software Standards
1 68 (8.68%) PySpark
2 43 (5.49%) Kafka
3 28 (3.58%) REST
4 25 (3.19%) Oracle Fusion
5 24 (3.07%) Pandas
6 22 (2.81%) JSON
7 21 (2.68%) Middleware
7 21 (2.68%) XML
8 20 (2.55%) .NET
8 20 (2.55%) HTML
9 19 (2.43%) CSS
9 19 (2.43%) JSP
10 14 (1.79%) React
10 14 (1.79%) Web Services
11 11 (1.40%) RESTful
12 10 (1.28%) GraphQL
13 8 (1.02%) Redux
13 8 (1.02%) SOAP
13 8 (1.02%) Spark Streaming
13 8 (1.02%) TensorFlow
Miscellaneous
1 68 (8.68%) Data Structures
2 50 (6.39%) Management Information System
3 47 (6.00%) Legacy Systems
4 30 (3.83%) Product Ownership
5 21 (2.68%) Cloud Native
6 20 (2.55%) Algorithms
7 12 (1.53%) Greenfield Project
8 10 (1.28%) Distributed Systems
9 9 (1.15%) Analytical Mindset
9 9 (1.15%) Self-Motivation
10 8 (1.02%) Credit Risk
10 8 (1.02%) Market Risk
10 8 (1.02%) Replication
11 7 (0.89%) Distributed Computing
11 7 (0.89%) Hybrid Cloud
12 6 (0.77%) Data Fabric
12 6 (0.77%) FMCG
12 6 (0.77%) Linux Command Line
12 6 (0.77%) Low-Code
12 6 (0.77%) Reference Data
Operating Systems
1 39 (4.98%) Linux
2 27 (3.45%) Windows
3 11 (1.40%) Unix
4 3 (0.38%) Ubuntu
5 2 (0.26%) SUSE
6 1 (0.13%) Windows Server
Processes & Methodologies
1 335 (42.78%) Analytics
2 328 (41.89%) Business Intelligence
3 293 (37.42%) Data Modelling
4 264 (33.72%) Data Pipeline
5 234 (29.89%) Data Engineering
6 200 (25.54%) Problem-Solving
7 158 (20.18%) Agile
8 152 (19.41%) Visualisation
9 144 (18.39%) CI/CD
10 137 (17.50%) Data Governance
11 119 (15.20%) Decision-Making
12 115 (14.69%) Data Science
12 115 (14.69%) DevOps
13 111 (14.18%) Migration
14 108 (13.79%) Data Architecture
14 108 (13.79%) Data Management
15 106 (13.54%) Data Integration
16 99 (12.64%) Mentoring
17 97 (12.39%) Data Transformation
18 96 (12.26%) Data Visualisation
Programming Languages
1 591 (75.48%) SQL
2 421 (53.77%) Python
3 84 (10.73%) T-SQL
4 76 (9.71%) Java
5 60 (7.66%) C#
6 51 (6.51%) Data Analysis Expressions
7 44 (5.62%) Scala
8 38 (4.85%) PL/SQL
9 36 (4.60%) R
10 35 (4.47%) PowerShell
11 19 (2.43%) JavaScript
12 16 (2.04%) Ada
12 16 (2.04%) Bash
12 16 (2.04%) Rust
13 10 (1.28%) MATLAB
14 9 (1.15%) Go
15 8 (1.02%) SPARQL
16 6 (0.77%) PHP
17 5 (0.64%) Shell Script
17 5 (0.64%) TypeScript
Qualifications
1 155 (19.80%) Degree
2 52 (6.64%) Computer Science Degree
3 35 (4.47%) Azure Certification
4 33 (4.21%) Security Cleared
5 28 (3.58%) SC Cleared
6 20 (2.55%) BPSS Clearance
7 18 (2.30%) Master's Degree
8 14 (1.79%) AWS Certification
9 11 (1.40%) Microsoft Certification
10 10 (1.28%) DBS Check
11 7 (0.89%) DV Cleared
12 6 (0.77%) PMI Certification
12 6 (0.77%) Six Sigma Black Belt
13 5 (0.64%) ACCA
13 5 (0.64%) CIMA
14 4 (0.51%) PhD
14 4 (0.51%) SnowPro
15 3 (0.38%) PMP
16 2 (0.26%) HND
16 2 (0.26%) Numerate Degree
Quality Assurance & Compliance
1 171 (21.84%) Data Quality
2 50 (6.39%) QA
3 46 (5.87%) Accessibility
4 36 (4.60%) GDPR
5 11 (1.40%) ISO/IEC 27001
6 9 (1.15%) PCI DSS
7 7 (0.89%) Basel II
7 7 (0.89%) Basel III
7 7 (0.89%) Dodd-Frank
7 7 (0.89%) IFRS
7 7 (0.89%) IFRS 9
8 6 (0.77%) GxP
9 5 (0.64%) Cyber Essentials
10 3 (0.38%) SOC 2
11 2 (0.26%) California Consumer Privacy Act
11 2 (0.26%) Dublin Core
11 2 (0.26%) HIPAA
12 1 (0.13%) DICOM
12 1 (0.13%) HL7
12 1 (0.13%) SNOMED CT
System Software
1 39 (4.98%) Docker
2 8 (1.02%) HDFS
3 5 (0.64%) Apache Flume
4 4 (0.51%) Active Directory
5 2 (0.26%) Virtual Machines
5 2 (0.26%) VMware Infrastructure
5 2 (0.26%) vSphere
Systems Management
1 42 (5.36%) Terraform
2 36 (4.60%) Kubernetes
3 10 (1.28%) Grafana
3 10 (1.28%) Prometheus
4 7 (0.89%) Ansible
5 5 (0.64%) Oozie
6 2 (0.26%) SCCM
6 2 (0.26%) SCOM
7 1 (0.13%) Istio
7 1 (0.13%) Oracle RMAN
Vendors
1 166 (21.20%) Microsoft
2 135 (17.24%) Databricks
3 96 (12.26%) Oracle
4 41 (5.24%) Informatica
5 40 (5.11%) Google
6 29 (3.70%) SAP
7 21 (2.68%) Alteryx
8 17 (2.17%) Red Hat
8 17 (2.17%) Salesforce
9 11 (1.40%) Talend
10 9 (1.15%) IBM
11 8 (1.02%) Cloudera
12 6 (0.77%) Aderant
12 6 (0.77%) Infor
13 5 (0.64%) Intapp
13 5 (0.64%) Intel
13 5 (0.64%) Palantir
13 5 (0.64%) Vertica
14 4 (0.51%) StreamSets
15 3 (0.38%) Amplitude