ETL Jobs with Work from Home Options

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

The table below provides summary statistics for permanent job vacancies with an option to work from home (WFH) and 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 1 June 2024 with a comparison to the same period in the previous 2 years.

6 months to
1 Jun 2024
Same period 2023 Same period 2022
Rank 123 126 130
Rank change year-on-year +3 +4 -7
Permanent jobs citing ETL 869 1,031 2,328
As % of all permanent jobs with a WFH option 2.50% 2.68% 3.13%
As % of the Processes & Methodologies category 2.77% 2.79% 3.23%
Number of salaries quoted 751 862 1,288
10th Percentile £39,325 £42,500 £40,000
25th Percentile £43,750 £50,000 £47,500
Median annual salary (50th Percentile) £60,000 £60,000 £62,500
Median % change year-on-year - -4.00% +8.70%
75th Percentile £77,500 £77,715 £78,750
90th Percentile £92,000 £92,500 £95,000
UK median annual salary £62,500 £65,000 £60,000
% change year-on-year -3.85% +8.33% +4.35%

All Process and Methodology Skills
Work from Home

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 with a WFH option and a requirement for process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 31,322 36,922 72,167
As % of all permanent jobs with a WFH option 90.16% 96.00% 97.15%
Number of salaries quoted 23,561 26,118 41,820
10th Percentile £33,750 £37,500 £36,250
25th Percentile £42,500 £47,500 £46,250
Median annual salary (50th Percentile) £57,500 £62,500 £60,000
Median % change year-on-year -8.00% +4.17% +9.09%
75th Percentile £75,000 £82,500 £80,000
90th Percentile £95,000 £100,000 £95,000
UK median annual salary £55,000 £60,800 £60,000
% change year-on-year -9.54% +1.33% +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 1 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 35 (4.03%) Apache Spark
2 27 (3.11%) Apache Airflow
3 22 (2.53%) IIS
4 18 (2.07%) Apache
5 16 (1.84%) SharePoint
6 6 (0.69%) Confluence
6 6 (0.69%) Drupal
7 5 (0.58%) WordPress
8 3 (0.35%) SAS
9 2 (0.23%) BizTalk Server
9 2 (0.23%) Moodle
10 1 (0.12%) Apache Solr
10 1 (0.12%) Luigi
Applications
1 57 (6.56%) Microsoft Excel
2 12 (1.38%) 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 18 (2.07%) Dynamics CRM
2 12 (1.38%) 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
1 461 (53.05%) Azure
2 323 (37.17%) Power Platform
3 166 (19.10%) AWS
4 133 (15.30%) Azure Data Factory
5 100 (11.51%) GCP
6 93 (10.70%) Snowflake
7 82 (9.44%) Azure Synapse Analytics
8 65 (7.48%) Azure DevOps
9 64 (7.36%) Matillion
10 52 (5.98%) Serverless
11 47 (5.41%) SaaS
12 41 (4.72%) dbt
13 36 (4.14%) Amazon S3
14 33 (3.80%) Azure Cosmos DB
15 20 (2.30%) PowerApps
16 18 (2.07%) Azure App Service
17 16 (1.84%) Azure Logic Apps
18 15 (1.73%) Amazon Kinesis
18 15 (1.73%) Azure Functions
18 15 (1.73%) Azure Service Bus
Communications & Networking
1 28 (3.22%) DNS
2 18 (2.07%) HTTP
3 10 (1.15%) DHCP
3 10 (1.15%) Firewall
4 9 (1.04%) Network Security
5 2 (0.23%) LAN
5 2 (0.23%) SSH
5 2 (0.23%) WAN
5 2 (0.23%) Wireless
6 1 (0.12%) BIG-IP
6 1 (0.12%) Skype
6 1 (0.12%) WebEx
Database & Business Intelligence
1 385 (44.30%) SQL Server
2 379 (43.61%) Data Warehouse
3 312 (35.90%) Power BI
4 243 (27.96%) SQL Server Integration Services
5 130 (14.96%) Data Lake
6 65 (7.48%) SQL Server Reporting Services
7 58 (6.67%) BigQuery
8 55 (6.33%) Relational Database
9 52 (5.98%) Tableau
10 44 (5.06%) Amazon Redshift
10 44 (5.06%) PostgreSQL
11 37 (4.26%) Star Schema
12 35 (4.03%) SQL Server Analysis Services
13 34 (3.91%) Big Data
14 33 (3.80%) Elasticsearch
15 32 (3.68%) Enterprise Data Warehouse
16 28 (3.22%) Data Mining
17 27 (3.11%) Metadata
18 25 (2.88%) MySQL
18 25 (2.88%) NoSQL
Development Applications
1 47 (5.41%) Git
2 37 (4.26%) GitLab
3 20 (2.30%) JIRA
3 20 (2.30%) Visual Studio
4 15 (1.73%) SQL Server Management Studio (SSMS)
5 14 (1.61%) Jenkins
6 11 (1.27%) JMeter
7 9 (1.04%) Team Foundation Server
8 6 (0.69%) Postman
8 6 (0.69%) SoapUI
9 5 (0.58%) Mercurial
10 4 (0.46%) CircleCI
11 3 (0.35%) Appium
11 3 (0.35%) Bitbucket
11 3 (0.35%) Cypress.io
11 3 (0.35%) Selenium
12 2 (0.23%) Spinnaker
12 2 (0.23%) Toad
12 2 (0.23%) Visual Studio Code
13 1 (0.12%) Liquibase
General
1 311 (35.79%) Social Skills
2 268 (30.84%) Finance
3 120 (13.81%) Retail
4 119 (13.69%) Public Sector
5 103 (11.85%) Analytical Skills
6 75 (8.63%) Legal
7 63 (7.25%) Banking
8 35 (4.03%) Marketing
9 27 (3.11%) Inclusion and Diversity
10 22 (2.53%) Law
11 21 (2.42%) Financial Institution
12 17 (1.96%) Games
12 17 (1.96%) Presentation Skills
13 12 (1.38%) Manufacturing
14 10 (1.15%) Local Government
15 9 (1.04%) German Language
16 8 (0.92%) Organisational Skills
17 7 (0.81%) Spanish Language
18 6 (0.69%) French Language
18 6 (0.69%) Influencing Skills
Job Titles
1 302 (34.75%) Data Engineer
2 151 (17.38%) Developer
3 121 (13.92%) Lead
4 104 (11.97%) Consultant
5 101 (11.62%) Senior
6 90 (10.36%) Business Intelligence Consultant
7 60 (6.90%) Analyst
8 57 (6.56%) Business Intelligence Developer
9 54 (6.21%) Lead Data Engineer
10 52 (5.98%) Senior Data Engineer
11 49 (5.64%) Architect
12 46 (5.29%) Data Architect
13 41 (4.72%) SQL Developer
14 29 (3.34%) Power BI Developer
15 27 (3.11%) Data Manager
16 26 (2.99%) Data Analyst
17 25 (2.88%) Business Intelligence Manager
18 23 (2.65%) Python Engineer
19 22 (2.53%) AWS Engineer
19 22 (2.53%) Python Data Engineer
Libraries, Frameworks & Software Standards
1 33 (3.80%) PySpark
2 32 (3.68%) .NET
3 30 (3.45%) RESTful
4 22 (2.53%) Web Services
5 19 (2.19%) Kafka
6 16 (1.84%) JWT
7 15 (1.73%) ASP.NET
8 11 (1.27%) CSS
8 11 (1.27%) Middleware
9 10 (1.15%) JSON
9 10 (1.15%) XML
10 9 (1.04%) GraphQL
11 8 (0.92%) ADO
11 8 (0.92%) HTML
11 8 (0.92%) REST
12 7 (0.81%) SOAP
13 6 (0.69%) CSS3
13 6 (0.69%) HTML5
13 6 (0.69%) MDX
13 6 (0.69%) ODBC
Miscellaneous
1 96 (11.05%) Data Structures
2 62 (7.13%) Algorithms
3 60 (6.90%) Management Information System
4 45 (5.18%) Self-Motivation
5 25 (2.88%) Product Ownership
6 21 (2.42%) Client/Server
7 20 (2.30%) Cyberattack
7 20 (2.30%) Data Fabric
8 19 (2.19%) Greenfield Project
8 19 (2.19%) Public Cloud
9 16 (1.84%) Cloud Native
10 15 (1.73%) Replication
11 13 (1.50%) Online Games
12 12 (1.38%) NHS
13 11 (1.27%) Distributed Systems
13 11 (1.27%) Housing Association
13 11 (1.27%) Onboarding
14 10 (1.15%) Cyber Threat
15 7 (0.81%) Data Centre
15 7 (0.81%) Enterprise Cloud
Operating Systems
1 65 (7.48%) Windows
2 27 (3.11%) Linux
3 24 (2.76%) zOS
4 13 (1.50%) Solaris
4 13 (1.50%) Unix
5 12 (1.38%) CentOS
5 12 (1.38%) Ubuntu
6 8 (0.92%) Windows Server
7 1 (0.12%) VMS
7 1 (0.12%) Windows 10
7 1 (0.12%) Windows Server 2019
Processes & Methodologies
1 369 (42.46%) Business Intelligence
2 294 (33.83%) Analytics
3 288 (33.14%) Data Modelling
4 245 (28.19%) Data Science
5 209 (24.05%) Agile
6 207 (23.82%) Machine Learning
7 204 (23.48%) Data Engineering
8 193 (22.21%) Data Pipeline
9 189 (21.75%) Artificial Intelligence
10 188 (21.63%) Data Integration
11 177 (20.37%) Roadmaps
12 176 (20.25%) Visualisation
13 169 (19.45%) Problem-Solving
14 155 (17.84%) Migration
15 149 (17.15%) DevOps
16 138 (15.88%) CI/CD
16 138 (15.88%) Data Management
17 128 (14.73%) Data Analysis
18 122 (14.04%) Data Visualisation
19 115 (13.23%) Data Analytics
Programming Languages
1 648 (74.57%) SQL
2 284 (32.68%) Python
3 170 (19.56%) T-SQL
4 53 (6.10%) C#
5 41 (4.72%) PL/SQL
6 33 (3.80%) Data Analysis Expressions
7 32 (3.68%) JavaScript
7 32 (3.68%) PowerShell
8 29 (3.34%) Java
9 16 (1.84%) R
10 15 (1.73%) Scala
11 13 (1.50%) VBA
12 9 (1.04%) PHP
13 6 (0.69%) Go
14 5 (0.58%) C
15 3 (0.35%) Bicep
15 3 (0.35%) XPath
16 2 (0.23%) Bash
16 2 (0.23%) VB.NET
17 1 (0.12%) Shell Script
Qualifications
1 156 (17.95%) Degree
2 48 (5.52%) Computer Science Degree
3 39 (4.49%) Master's Degree
4 23 (2.65%) DBS Check
5 18 (2.07%) Security Cleared
6 12 (1.38%) SC Cleared
7 11 (1.27%) MBA
7 11 (1.27%) Microsoft Certification
8 9 (1.04%) Azure Certification
8 9 (1.04%) Numerate Degree
9 7 (0.81%) PRINCE2 Practitioner
10 6 (0.69%) DV Cleared
11 5 (0.58%) ISTQB
12 4 (0.46%) CIMA
12 4 (0.46%) CISM
12 4 (0.46%) CISSP
12 4 (0.46%) PMI Certification
13 3 (0.35%) MCP
14 2 (0.23%) Cisco Certification
14 2 (0.23%) ITIL Certification
Quality Assurance & Compliance
1 138 (15.88%) Data Quality
2 34 (3.91%) GDPR
2 34 (3.91%) QA
3 8 (0.92%) ISO/IEC 27001
4 6 (0.69%) Accessibility
5 5 (0.58%) California Consumer Privacy Act
6 4 (0.46%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
6 4 (0.46%) NIST
6 4 (0.46%) Solvency II
7 2 (0.23%) ISO 9001
8 1 (0.12%) Actionable Recommendations
8 1 (0.12%) HIPAA
System Software
1 29 (3.34%) Active Directory
2 19 (2.19%) Docker
3 18 (2.07%) Virtual Machines
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 (6.79%) Terraform
2 24 (2.76%) Kubernetes
3 6 (0.69%) Ansible
4 3 (0.35%) Single Sign-On
5 2 (0.23%) Marathon
5 2 (0.23%) Mesos
6 1 (0.12%) FTK
6 1 (0.12%) SCCM
Vendors
1 300 (34.52%) Microsoft
2 119 (13.69%) Databricks
3 38 (4.37%) Oracle
4 25 (2.88%) Google
4 25 (2.88%) Informatica
5 19 (2.19%) SAP
6 14 (1.61%) MuleSoft
6 14 (1.61%) Salesforce
7 13 (1.50%) Alteryx
7 13 (1.50%) F5
8 12 (1.38%) NEC
9 10 (1.15%) Adaptive Insights
9 10 (1.15%) Anaplan
9 10 (1.15%) IBM
9 10 (1.15%) Jedox
9 10 (1.15%) Tagetik
10 7 (0.81%) Talend
11 6 (0.69%) Jitterbit
11 6 (0.69%) OutSystems
12 5 (0.58%) ServiceNow