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 12 June 2024, comparing them to the same period in the previous two years.

6 months to
12 Jun 2024
Same period 2023 Same period 2022
Rank 152 153 120
Rank change year-on-year +1 -33 +5
Permanent jobs citing ETL 1,783 1,941 4,623
As % of all permanent jobs advertised in England 1.87% 2.36% 3.20%
As % of the Processes & Methodologies category 2.26% 2.48% 3.33%
Number of salaries quoted 1,305 1,567 2,597
10th Percentile £41,250 £42,500 £40,000
25th Percentile £47,500 £51,250 £47,500
Median annual salary (50th Percentile) £63,500 £65,500 £62,500
Median % change year-on-year -3.05% +4.80% +8.70%
75th Percentile £85,000 £83,500 £80,000
90th Percentile £97,500 £100,000 £95,000
UK median annual salary £62,500 £65,000 £61,500
% change year-on-year -3.85% +5.69% +6.96%

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 78,968 78,333 138,622
As % of all permanent jobs advertised in England 82.62% 95.44% 95.96%
Number of salaries quoted 56,258 48,146 73,664
10th Percentile £29,383 £34,308 £33,349
25th Percentile £40,000 £45,775 £44,178
Median annual salary (50th Percentile) £55,000 £62,500 £60,000
Median % change year-on-year -12.00% +4.17% +9.09%
75th Percentile £72,500 £82,500 £80,000
90th Percentile £92,500 £102,500 £97,500
UK median annual salary £55,000 £60,899 £60,000
% change year-on-year -9.69% +1.50% +9.09%

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 12 June 2024.

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 12 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
London -2 691 £75,000 - 192
North of England +107 399 £55,000 - 71
South East -19 264 £60,000 - 31
North West +83 242 £56,500 +2.73% 43
Midlands -7 214 £55,000 +10.00% 39
West Midlands -2 157 £57,500 +15.00% 25
South West -16 135 £53,500 -20.74% 28
Yorkshire +69 85 £50,000 -9.09% 20
North East +23 72 £64,000 +16.36% 8
East Midlands -8 55 £47,500 -13.64% 12
East of England -16 52 £47,500 -17.39% 12
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 94 (5.27%) Apache Spark
2 60 (3.37%) Apache Airflow
3 54 (3.03%) Apache
4 31 (1.74%) SAS
5 23 (1.29%) SharePoint
6 15 (0.84%) IIS
7 13 (0.73%) Confluence
8 6 (0.34%) Drupal
9 5 (0.28%) WordPress
10 3 (0.17%) Jupyter
10 3 (0.17%) Luigi
10 3 (0.17%) Microsoft Exchange
11 2 (0.11%) BizTalk Server
11 2 (0.11%) Moodle
12 1 (0.056%) Documentum
12 1 (0.056%) Oracle Workflow
12 1 (0.056%) SharePoint 2013
Applications
1 98 (5.50%) Microsoft Excel
2 31 (1.74%) Microsoft Office
3 13 (0.73%) Microsoft PowerPoint
4 10 (0.56%) Trello
5 9 (0.50%) Spreadsheet
6 7 (0.39%) MS Visio
7 3 (0.17%) Chatbot
8 1 (0.056%) InVision
8 1 (0.056%) Sketch
8 1 (0.056%) Zeplin
Business Applications
1 26 (1.46%) Dynamics CRM
2 11 (0.62%) NEC Housing
3 8 (0.45%) SAP S/4HANA
4 4 (0.22%) Elite 3E
4 4 (0.22%) Primavera
4 4 (0.22%) Salesforce CRM
5 3 (0.17%) Endur
6 2 (0.11%) Dynamics NAV
6 2 (0.11%) MIS ActiveH
7 1 (0.056%) Data Workbench
7 1 (0.056%) HFM
7 1 (0.056%) Magento
7 1 (0.056%) SAP ERP
7 1 (0.056%) SAP HR
7 1 (0.056%) SAP Payroll
Cloud Services
1 1,042 (58.44%) Azure
2 588 (32.98%) Power Platform
3 541 (30.34%) AWS
4 376 (21.09%) GCP
5 243 (13.63%) Azure Data Factory
6 208 (11.67%) Azure DevOps
7 162 (9.09%) Azure Synapse Analytics
8 159 (8.92%) Snowflake
9 85 (4.77%) Serverless
10 83 (4.66%) Amazon S3
10 83 (4.66%) SaaS
11 75 (4.21%) Matillion
12 62 (3.48%) dbt
13 45 (2.52%) Azure Cosmos DB
14 38 (2.13%) PowerApps
15 36 (2.02%) GitHub
16 32 (1.79%) Amazon Kinesis
16 32 (1.79%) Azure Logic Apps
17 26 (1.46%) Azure Functions
17 26 (1.46%) Microsoft 365
Communications & Networking
1 31 (1.74%) DNS
2 20 (1.12%) HTTP
3 16 (0.90%) Firewall
4 10 (0.56%) DHCP
5 9 (0.50%) Network Security
6 4 (0.22%) SAN
7 2 (0.11%) LAN
7 2 (0.11%) SSH
7 2 (0.11%) WAN
7 2 (0.11%) Wireless
8 1 (0.056%) 3GPP
8 1 (0.056%) 5G
8 1 (0.056%) FTP
8 1 (0.056%) Skype
8 1 (0.056%) WebEx
Database & Business Intelligence
1 885 (49.64%) Data Warehouse
2 571 (32.02%) Power BI
3 557 (31.24%) SQL Server
4 381 (21.37%) SQL Server Integration Services
5 267 (14.97%) BigQuery
6 249 (13.97%) Data Lake
7 216 (12.11%) Looker
8 140 (7.85%) Tableau
9 122 (6.84%) Big Data
10 120 (6.73%) Amazon Redshift
11 119 (6.67%) SQL Server Reporting Services
12 101 (5.66%) Relational Database
13 81 (4.54%) NoSQL
14 77 (4.32%) SQL Server Analysis Services
15 76 (4.26%) Data Mining
16 75 (4.21%) Metadata
17 73 (4.09%) Star Schema
18 69 (3.87%) Azure SQL Database
18 69 (3.87%) Data Vault
19 48 (2.69%) PostgreSQL
Development Applications
1 108 (6.06%) Git
2 91 (5.10%) JIRA
3 40 (2.24%) GitLab
4 38 (2.13%) Jenkins
5 30 (1.68%) Visual Studio
6 21 (1.18%) SQL Server Management Studio (SSMS)
7 15 (0.84%) Team Foundation Server
8 12 (0.67%) Selenium
9 9 (0.50%) JMeter
10 8 (0.45%) Mercurial
11 7 (0.39%) Bitbucket
11 7 (0.39%) CircleCI
11 7 (0.39%) Spinnaker
12 6 (0.34%) Appium
12 6 (0.34%) ERwin
12 6 (0.34%) Toad
13 5 (0.28%) SpecFlow
14 4 (0.22%) ER Studio
14 4 (0.22%) NUnit
15 3 (0.17%) Cypress.io
General
1 473 (26.53%) Social Skills
2 427 (23.95%) Analytical Skills
3 424 (23.78%) Finance
4 146 (8.19%) Public Sector
5 144 (8.08%) Retail
6 80 (4.49%) Legal
7 79 (4.43%) Banking
8 73 (4.09%) Billing
9 52 (2.92%) Inclusion and Diversity
10 51 (2.86%) Marketing
11 40 (2.24%) Presentation Skills
12 34 (1.91%) Law
13 26 (1.46%) Financial Institution
14 23 (1.29%) Games
15 15 (0.84%) Documentation Skills
15 15 (0.84%) Organisational Skills
16 14 (0.79%) Local Government
16 14 (0.79%) Manufacturing
16 14 (0.79%) Pharmaceutical
17 13 (0.73%) Telecoms
Job Titles
1 587 (32.92%) Data Engineer
2 267 (14.97%) Senior
3 256 (14.36%) Developer
4 233 (13.07%) Architect
5 217 (12.17%) Data Architect
6 193 (10.82%) Lead
7 137 (7.68%) Senior Data Engineer
8 129 (7.23%) Consultant
9 125 (7.01%) Analyst
10 103 (5.78%) Business Intelligence Developer
11 102 (5.72%) Data Manager
12 90 (5.05%) Engineering Manager
13 88 (4.94%) Business Intelligence Consultant
14 79 (4.43%) Lead Data Engineer
15 64 (3.59%) Azure Engineer
16 57 (3.20%) Data Analyst
17 56 (3.14%) SQL Developer
18 54 (3.03%) Azure Data Engineer
19 49 (2.75%) Power BI Developer
20 43 (2.41%) Business Intelligence Manager
Libraries, Frameworks & Software Standards
1 112 (6.28%) PySpark
2 58 (3.25%) .NET
3 57 (3.20%) Kafka
4 36 (2.02%) RESTful
5 31 (1.74%) Web Services
5 31 (1.74%) XML
6 29 (1.63%) REST
7 25 (1.40%) JSON
8 22 (1.23%) CSS
9 19 (1.07%) .NET Framework
10 18 (1.01%) Apache Beam
11 17 (0.95%) HTML
11 17 (0.95%) JWT
11 17 (0.95%) Pandas
11 17 (0.95%) SOAP
12 16 (0.90%) MDX
13 15 (0.84%) Middleware
14 14 (0.79%) AngularJS
15 12 (0.67%) ASP.NET
15 12 (0.67%) React
Miscellaneous
1 171 (9.59%) Self-Motivation
2 161 (9.03%) Data Structures
3 99 (5.55%) Product Ownership
4 85 (4.77%) Management Information System
5 82 (4.60%) Algorithms
6 60 (3.37%) Public Cloud
7 53 (2.97%) Reinsurance
8 48 (2.69%) Onboarding
9 29 (1.63%) NHS
10 24 (1.35%) Client/Server
10 24 (1.35%) Greenfield Project
11 21 (1.18%) Data Fabric
12 20 (1.12%) Cyberattack
12 20 (1.12%) Legacy Systems
13 19 (1.07%) Cloud Native
14 18 (1.01%) Distributed Systems
15 16 (0.90%) Replication
16 15 (0.84%) IoT
17 13 (0.73%) Online Games
18 12 (0.67%) Blog
Operating Systems
1 75 (4.21%) Windows
2 42 (2.36%) Linux
3 24 (1.35%) zOS
4 18 (1.01%) Unix
5 13 (0.73%) Solaris
6 12 (0.67%) CentOS
6 12 (0.67%) Ubuntu
7 10 (0.56%) Windows Server
8 4 (0.22%) Windows Vista
9 1 (0.056%) VMS
9 1 (0.056%) Windows 10
9 1 (0.056%) Windows Server 2019
Processes & Methodologies
1 826 (46.33%) Data Modelling
2 715 (40.10%) Business Intelligence
3 580 (32.53%) Data Engineering
4 572 (32.08%) Analytics
5 481 (26.98%) Agile
6 457 (25.63%) Problem-Solving
7 426 (23.89%) Data Integration
8 406 (22.77%) Visualisation
9 369 (20.70%) Data Pipeline
10 365 (20.47%) Data Science
11 350 (19.63%) DevOps
12 306 (17.16%) Machine Learning
13 290 (16.26%) Data Governance
14 284 (15.93%) Data Visualisation
15 282 (15.82%) Migration
16 276 (15.48%) Data Architecture
17 271 (15.20%) CI/CD
18 256 (14.36%) Data Analysis
19 251 (14.08%) Mentoring
20 248 (13.91%) Data Management
Programming Languages
1 1,161 (65.11%) SQL
2 606 (33.99%) Python
3 247 (13.85%) T-SQL
4 107 (6.00%) C#
5 78 (4.37%) Java
6 77 (4.32%) Data Analysis Expressions
7 68 (3.81%) R
8 64 (3.59%) Scala
9 63 (3.53%) JavaScript
10 55 (3.08%) PowerShell
11 49 (2.75%) PL/SQL
12 18 (1.01%) MATLAB
13 17 (0.95%) TypeScript
13 17 (0.95%) VBA
14 16 (0.90%) Go
15 9 (0.50%) PHP
16 7 (0.39%) Ruby
17 6 (0.34%) Bicep
18 5 (0.28%) Apex Code
18 5 (0.28%) C
Qualifications
1 271 (15.20%) Degree
2 95 (5.33%) Computer Science Degree
3 70 (3.93%) Master's Degree
4 39 (2.19%) Security Cleared
5 38 (2.13%) Azure Certification
6 36 (2.02%) DBS Check
7 26 (1.46%) SC Cleared
8 24 (1.35%) Microsoft Certification
9 20 (1.12%) MBA
10 15 (0.84%) BPSS Clearance
11 9 (0.50%) Numerate Degree
11 9 (0.50%) PhD
12 7 (0.39%) ISTQB
13 6 (0.34%) DV Cleared
13 6 (0.34%) IIBA
13 6 (0.34%) PRINCE2 Practitioner
14 5 (0.28%) AWS Certification
14 5 (0.28%) PMI Certification
15 4 (0.22%) CISSP
15 4 (0.22%) ISEB
Quality Assurance & Compliance
1 411 (23.05%) Data Quality
2 173 (9.70%) GDPR
3 141 (7.91%) QA
4 29 (1.63%) Accessibility
5 14 (0.79%) California Consumer Privacy Act
6 10 (0.56%) ISO/IEC 27001
7 8 (0.45%) Actionable Recommendations
8 4 (0.22%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
8 4 (0.22%) NIST
8 4 (0.22%) Solvency II
9 2 (0.11%) ISO 9001
9 2 (0.11%) Sarbanes-Oxley
10 1 (0.056%) HIPAA
10 1 (0.056%) ITGC
10 1 (0.056%) NCSC
10 1 (0.056%) PMO
10 1 (0.056%) SLA
System Software
1 35 (1.96%) Docker
2 28 (1.57%) Active Directory
3 20 (1.12%) Virtual Machines
4 12 (0.67%) HDFS
5 4 (0.22%) Virtual Desktop
6 2 (0.11%) vSphere
7 1 (0.056%) Hyper-V
7 1 (0.056%) Microsoft Virtual Server
7 1 (0.056%) Virtual Servers
7 1 (0.056%) VMware ESXi
Systems Management
1 107 (6.00%) Terraform
2 42 (2.36%) Kubernetes
3 15 (0.84%) Ansible
4 5 (0.28%) Single Sign-On
5 3 (0.17%) Active Directory Federation Services
5 3 (0.17%) Grafana
5 3 (0.17%) Puppet
6 2 (0.11%) Marathon
6 2 (0.11%) Mesos
6 2 (0.11%) MIIS
6 2 (0.11%) Prometheus
7 1 (0.056%) FTK
7 1 (0.056%) SCCM
Vendors
1 442 (24.79%) Microsoft
2 277 (15.54%) Databricks
3 243 (13.63%) Google
4 131 (7.35%) Oracle
5 123 (6.90%) Informatica
6 28 (1.57%) Alteryx
7 27 (1.51%) SAP
8 23 (1.29%) Salesforce
9 16 (0.90%) IBM
10 14 (0.79%) Cloudera
11 12 (0.67%) F5
12 11 (0.62%) NEC
13 10 (0.56%) Adaptive Insights
13 10 (0.56%) Anaplan
13 10 (0.56%) Jedox
13 10 (0.56%) MuleSoft
13 10 (0.56%) Tagetik
14 9 (0.50%) ServiceNow
14 9 (0.50%) Talend
15 8 (0.45%) Cognos