ETL Jobs with Work from Home Options

Extract, Transform and Load (ETL)
UK > Work from Home

The table below provides summary statistics for permanent remote or hybrid work 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 126 131 130
Rank change year-on-year +5 -1 -3
Permanent jobs citing ETL 863 993 2,365
As % of all permanent jobs with a WFH option 2.43% 2.65% 3.13%
As % of the Processes & Methodologies category 2.71% 2.76% 3.22%
Number of salaries quoted 742 845 1,312
10th Percentile £39,750 £42,500 £40,000
25th Percentile £43,750 £50,000 £47,500
Median annual salary (50th Percentile) £60,000 £61,501 £62,500
Median % change year-on-year -2.44% -1.60% +8.70%
75th Percentile £77,500 £77,715 £78,750
90th Percentile £92,500 £92,500 £93,750
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
Work from Home

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 with remote or hybrid options requiring process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 31,847 35,988 73,511
As % of all permanent jobs with a WFH option 89.59% 96.02% 97.15%
Number of salaries quoted 23,766 25,695 42,040
10th Percentile £33,750 £37,500 £36,250
25th Percentile £42,500 £47,500 £46,250
Median annual salary (50th Percentile) £57,500 £63,000 £60,000
Median % change year-on-year -8.73% +5.00% +9.09%
75th Percentile £75,000 £82,500 £80,000
90th Percentile £95,000 £100,000 £95,000
UK median annual salary £55,000 £60,899 £60,000
% change year-on-year -9.69% +1.50% +9.09%

ETL
Trend for Jobs with a WFH Option

Job vacancies with a work from home option citing ETL as a proportion of all IT jobs advertised.

ETL trend for jobs with a WFH option

ETL
Salary Trend for Jobs with a WFH Option

3-month moving average salary quoted in job vacancies with a work from home option citing ETL.

ETL salary trend for jobs with a WFH option

ETL
Salary Histogram for Jobs with a WFH Option

Salary distribution for jobs with a work from home option citing ETL over the 6 months to 12 June 2024.

ETL salary histogram for jobs with a WFH option

ETL
Co-occurring Skills and Capabilities with WFH Options 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 37 (4.29%) Apache Spark
2 28 (3.24%) Apache Airflow
3 22 (2.55%) IIS
4 16 (1.85%) Apache
5 13 (1.51%) SharePoint
6 8 (0.93%) Confluence
7 6 (0.70%) Drupal
8 5 (0.58%) WordPress
9 3 (0.35%) SAS
10 2 (0.23%) BizTalk Server
10 2 (0.23%) Moodle
11 1 (0.12%) Luigi
Applications
1 56 (6.49%) Microsoft Excel
2 12 (1.39%) Microsoft Office
3 9 (1.04%) Spreadsheet
4 3 (0.35%) Chatbot
5 2 (0.23%) Microsoft PowerPoint
6 1 (0.12%) InVision
6 1 (0.12%) Sketch
6 1 (0.12%) Zeplin
Business Applications
1 17 (1.97%) Dynamics CRM
2 11 (1.27%) NEC Housing
3 4 (0.46%) Elite 3E
3 4 (0.46%) Primavera
3 4 (0.46%) Salesforce CRM
4 3 (0.35%) SAP S/4HANA
5 2 (0.23%) Dynamics NAV
5 2 (0.23%) MIS ActiveH
6 1 (0.12%) Data Workbench
6 1 (0.12%) Endur
6 1 (0.12%) SAP ERP
6 1 (0.12%) SAP HR
6 1 (0.12%) SAP Payroll
Cloud Services
1 456 (52.84%) Azure
2 314 (36.38%) Power Platform
3 166 (19.24%) AWS
4 132 (15.30%) Azure Data Factory
5 98 (11.36%) GCP
6 94 (10.89%) Snowflake
7 88 (10.20%) Azure Synapse Analytics
8 68 (7.88%) Azure DevOps
9 64 (7.42%) Matillion
10 54 (6.26%) Serverless
11 50 (5.79%) SaaS
12 41 (4.75%) dbt
13 38 (4.40%) Amazon S3
14 33 (3.82%) Azure Cosmos DB
15 19 (2.20%) PowerApps
16 18 (2.09%) Azure App Service
17 17 (1.97%) Azure Logic Apps
18 16 (1.85%) Amazon Kinesis
19 15 (1.74%) AWS Lambda
19 15 (1.74%) Azure Service Bus
Communications & Networking
1 28 (3.24%) DNS
2 18 (2.09%) HTTP
3 11 (1.27%) Firewall
4 10 (1.16%) DHCP
5 8 (0.93%) Network Security
6 2 (0.23%) LAN
6 2 (0.23%) SSH
6 2 (0.23%) WAN
6 2 (0.23%) Wireless
7 1 (0.12%) Skype
7 1 (0.12%) WebEx
Database & Business Intelligence
1 383 (44.38%) SQL Server
2 375 (43.45%) Data Warehouse
3 303 (35.11%) Power BI
4 237 (27.46%) SQL Server Integration Services
5 135 (15.64%) Data Lake
6 61 (7.07%) SQL Server Reporting Services
7 57 (6.60%) BigQuery
8 53 (6.14%) Relational Database
9 51 (5.91%) Tableau
10 44 (5.10%) Amazon Redshift
11 42 (4.87%) PostgreSQL
12 37 (4.29%) Star Schema
13 36 (4.17%) Big Data
14 33 (3.82%) SQL Server Analysis Services
15 32 (3.71%) Elasticsearch
15 32 (3.71%) Enterprise Data Warehouse
16 31 (3.59%) Data Mining
17 28 (3.24%) Metadata
18 27 (3.13%) MySQL
19 26 (3.01%) NoSQL
Development Applications
1 45 (5.21%) Git
2 37 (4.29%) GitLab
3 22 (2.55%) JIRA
4 18 (2.09%) Visual Studio
5 15 (1.74%) Jenkins
6 12 (1.39%) SQL Server Management Studio (SSMS)
7 11 (1.27%) JMeter
8 9 (1.04%) Team Foundation Server
9 6 (0.70%) Postman
9 6 (0.70%) SoapUI
10 5 (0.58%) Mercurial
11 4 (0.46%) CircleCI
12 3 (0.35%) Appium
12 3 (0.35%) Bitbucket
12 3 (0.35%) Cypress.io
12 3 (0.35%) Selenium
13 2 (0.23%) Spinnaker
13 2 (0.23%) Toad
13 2 (0.23%) Visual Studio Code
14 1 (0.12%) SonarQube
General
1 310 (35.92%) Social Skills
2 268 (31.05%) Finance
3 121 (14.02%) Retail
4 117 (13.56%) Public Sector
5 100 (11.59%) Analytical Skills
6 74 (8.57%) Legal
7 62 (7.18%) Banking
8 34 (3.94%) Marketing
9 26 (3.01%) Inclusion and Diversity
10 21 (2.43%) Financial Institution
11 19 (2.20%) Law
12 17 (1.97%) Games
13 16 (1.85%) Presentation Skills
14 12 (1.39%) Manufacturing
15 9 (1.04%) German Language
15 9 (1.04%) Local Government
16 8 (0.93%) Organisational Skills
17 7 (0.81%) Spanish Language
18 6 (0.70%) French Language
18 6 (0.70%) Influencing Skills
Job Titles
1 304 (35.23%) Data Engineer
2 146 (16.92%) Developer
3 125 (14.48%) Lead
4 104 (12.05%) Consultant
5 103 (11.94%) Senior
6 90 (10.43%) Business Intelligence Consultant
7 58 (6.72%) Analyst
8 55 (6.37%) Lead Data Engineer
9 54 (6.26%) Senior Data Engineer
10 52 (6.03%) Architect
11 50 (5.79%) Business Intelligence Developer
12 47 (5.45%) Data Architect
13 41 (4.75%) SQL Developer
14 27 (3.13%) Data Manager
15 26 (3.01%) Data Analyst
15 26 (3.01%) Power BI Developer
16 25 (2.90%) Business Intelligence Manager
17 23 (2.67%) AWS Engineer
18 22 (2.55%) AWS Data Engineer
18 22 (2.55%) Python Engineer
Libraries, Frameworks & Software Standards
1 36 (4.17%) PySpark
2 34 (3.94%) .NET
3 29 (3.36%) RESTful
4 23 (2.67%) Web Services
5 20 (2.32%) Kafka
6 16 (1.85%) JWT
7 15 (1.74%) ASP.NET
8 12 (1.39%) CSS
9 11 (1.27%) Middleware
10 9 (1.04%) HTML
10 9 (1.04%) JSON
10 9 (1.04%) XML
11 8 (0.93%) ADO
11 8 (0.93%) GraphQL
11 8 (0.93%) REST
11 8 (0.93%) SOAP
12 7 (0.81%) .NET Core
12 7 (0.81%) .NET Framework
13 6 (0.70%) jQuery
13 6 (0.70%) MDX
Miscellaneous
1 98 (11.36%) Data Structures
2 62 (7.18%) Algorithms
3 59 (6.84%) Management Information System
4 46 (5.33%) Self-Motivation
5 25 (2.90%) Product Ownership
6 21 (2.43%) Client/Server
7 20 (2.32%) Cyberattack
7 20 (2.32%) Data Fabric
8 19 (2.20%) Greenfield Project
8 19 (2.20%) Public Cloud
9 15 (1.74%) Cloud Native
9 15 (1.74%) Replication
10 13 (1.51%) Online Games
11 12 (1.39%) NHS
12 11 (1.27%) Distributed Systems
12 11 (1.27%) Housing Association
12 11 (1.27%) Onboarding
13 10 (1.16%) Cyber Threat
14 8 (0.93%) Data Centre
15 7 (0.81%) Enterprise Cloud
Operating Systems
1 65 (7.53%) Windows
2 26 (3.01%) Linux
3 24 (2.78%) zOS
4 13 (1.51%) Solaris
4 13 (1.51%) Unix
5 12 (1.39%) CentOS
5 12 (1.39%) Ubuntu
6 9 (1.04%) Windows Server
7 1 (0.12%) VMS
7 1 (0.12%) Windows 10
7 1 (0.12%) Windows Server 2019
Processes & Methodologies
1 358 (41.48%) Business Intelligence
2 301 (34.88%) Analytics
3 287 (33.26%) Data Modelling
4 243 (28.16%) Data Science
5 212 (24.57%) Agile
5 212 (24.57%) Data Engineering
6 208 (24.10%) Machine Learning
7 196 (22.71%) Data Pipeline
8 190 (22.02%) Artificial Intelligence
9 189 (21.90%) Data Integration
10 178 (20.63%) Roadmaps
11 174 (20.16%) Problem-Solving
12 173 (20.05%) Visualisation
13 162 (18.77%) Migration
14 151 (17.50%) DevOps
15 141 (16.34%) CI/CD
16 138 (15.99%) Data Management
17 128 (14.83%) Data Analysis
18 122 (14.14%) Data Visualisation
19 116 (13.44%) Data Analytics
Programming Languages
1 637 (73.81%) SQL
2 285 (33.02%) Python
3 164 (19.00%) T-SQL
4 55 (6.37%) C#
5 38 (4.40%) PL/SQL
6 34 (3.94%) PowerShell
7 33 (3.82%) JavaScript
8 32 (3.71%) Data Analysis Expressions
9 29 (3.36%) Java
10 16 (1.85%) R
10 16 (1.85%) Scala
11 13 (1.51%) VBA
12 9 (1.04%) PHP
13 5 (0.58%) Bicep
13 5 (0.58%) C
13 5 (0.58%) Go
14 2 (0.23%) Bash
14 2 (0.23%) VB.NET
14 2 (0.23%) XPath
15 1 (0.12%) Ruby
Qualifications
1 155 (17.96%) Degree
2 50 (5.79%) Computer Science Degree
3 38 (4.40%) Master's Degree
4 23 (2.67%) DBS Check
5 17 (1.97%) Security Cleared
6 11 (1.27%) MBA
6 11 (1.27%) SC Cleared
7 10 (1.16%) Microsoft Certification
8 9 (1.04%) Azure Certification
8 9 (1.04%) Numerate Degree
9 6 (0.70%) DV Cleared
9 6 (0.70%) PRINCE2 Practitioner
10 5 (0.58%) ISTQB
11 4 (0.46%) CIMA
11 4 (0.46%) CISM
11 4 (0.46%) CISSP
11 4 (0.46%) PMI Certification
12 3 (0.35%) MCP
13 2 (0.23%) Cisco Certification
13 2 (0.23%) ITIL Certification
Quality Assurance & Compliance
1 137 (15.87%) Data Quality
2 34 (3.94%) GDPR
3 33 (3.82%) QA
4 8 (0.93%) ISO/IEC 27001
5 6 (0.70%) Accessibility
6 5 (0.58%) California Consumer Privacy Act
7 4 (0.46%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
7 4 (0.46%) NIST
7 4 (0.46%) Solvency II
8 2 (0.23%) ISO 9001
9 1 (0.12%) Actionable Recommendations
9 1 (0.12%) HIPAA
System Software
1 28 (3.24%) Active Directory
2 18 (2.09%) Virtual Machines
3 17 (1.97%) Docker
4 4 (0.46%) Virtual Desktop
5 2 (0.23%) vSphere
6 1 (0.12%) HDFS
6 1 (0.12%) Hyper-V
6 1 (0.12%) Microsoft Virtual Server
6 1 (0.12%) Virtual Servers
6 1 (0.12%) VMware ESXi
Systems Management
1 59 (6.84%) Terraform
2 23 (2.67%) Kubernetes
3 6 (0.70%) Ansible
4 2 (0.23%) Marathon
4 2 (0.23%) Mesos
4 2 (0.23%) Single Sign-On
5 1 (0.12%) FTK
5 1 (0.12%) SCCM
Vendors
1 297 (34.41%) Microsoft
2 122 (14.14%) Databricks
3 38 (4.40%) Oracle
4 28 (3.24%) Informatica
5 26 (3.01%) Google
6 19 (2.20%) SAP
7 14 (1.62%) MuleSoft
7 14 (1.62%) Salesforce
8 13 (1.51%) Alteryx
9 12 (1.39%) F5
10 11 (1.27%) NEC
11 10 (1.16%) Adaptive Insights
11 10 (1.16%) Anaplan
11 10 (1.16%) IBM
11 10 (1.16%) Jedox
11 10 (1.16%) Tagetik
12 6 (0.70%) Jitterbit
12 6 (0.70%) OutSystems
12 6 (0.70%) Talend
13 5 (0.58%) ServiceNow