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 8 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
8 May 2024
Same period 2023 Same period 2022
Rank 115 104 121
Rank change year-on-year -11 +17 -1
Permanent jobs citing ETL 895 1,290 2,149
As % of all permanent jobs with a WFH option 2.64% 3.10% 3.13%
As % of the Processes & Methodologies category 2.89% 3.23% 3.23%
Number of salaries quoted 786 881 1,277
10th Percentile £39,166 £42,500 £40,000
25th Percentile £43,750 £51,000 £47,500
Median annual salary (50th Percentile) £60,000 £61,501 £60,000
Median % change year-on-year -2.44% +2.50% +4.35%
75th Percentile £75,000 £77,500 £77,500
90th Percentile £91,991 £92,500 £92,500
UK median annual salary £60,250 £65,000 £60,000
% change year-on-year -7.31% +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 30,965 39,955 66,612
As % of all permanent jobs with a WFH option 91.45% 96.10% 96.96%
Number of salaries quoted 23,443 27,739 41,261
10th Percentile £33,750 £37,500 £36,250
25th Percentile £42,500 £47,500 £45,750
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 £61,180 £60,000
% change year-on-year -10.10% +1.97% +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 8 May 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 (3.91%) Apache Spark
2 26 (2.91%) Apache Airflow
3 22 (2.46%) IIS
4 19 (2.12%) Apache
5 15 (1.68%) SharePoint
6 6 (0.67%) Drupal
7 5 (0.56%) Confluence
7 5 (0.56%) WordPress
8 3 (0.34%) SAS
9 2 (0.22%) Apache Solr
9 2 (0.22%) Moodle
10 1 (0.11%) BizTalk Server
Applications
1 64 (7.15%) Microsoft Excel
2 11 (1.23%) Microsoft Office
3 9 (1.01%) Spreadsheet
4 3 (0.34%) Chatbot
5 2 (0.22%) Microsoft PowerPoint
6 1 (0.11%) InVision
6 1 (0.11%) Sketch
6 1 (0.11%) Zeplin
Business Applications
1 20 (2.23%) Dynamics CRM
2 14 (1.56%) NEC Housing
3 4 (0.45%) Elite 3E
3 4 (0.45%) Primavera
3 4 (0.45%) Salesforce CRM
4 3 (0.34%) SAP S/4HANA
5 2 (0.22%) MIS ActiveH
5 2 (0.22%) Unit4 Business World
6 1 (0.11%) Data Workbench
6 1 (0.11%) Dynamics NAV
6 1 (0.11%) Endur
6 1 (0.11%) SAP ERP
6 1 (0.11%) SAP HR
6 1 (0.11%) SAP Payroll
Cloud Services
1 451 (50.39%) Azure
2 336 (37.54%) Power Platform
3 176 (19.66%) AWS
4 131 (14.64%) Azure Data Factory
5 99 (11.06%) GCP
6 96 (10.73%) Snowflake
7 78 (8.72%) Azure Synapse Analytics
8 67 (7.49%) Matillion
9 64 (7.15%) Azure DevOps
10 55 (6.15%) Serverless
11 46 (5.14%) SaaS
12 43 (4.80%) Amazon S3
13 42 (4.69%) dbt
14 32 (3.58%) Azure Cosmos DB
15 20 (2.23%) PowerApps
16 19 (2.12%) Amazon Kinesis
17 18 (2.01%) AWS Lambda
17 18 (2.01%) Azure App Service
18 15 (1.68%) Azure Logic Apps
19 13 (1.45%) Azure Functions
Communications & Networking
1 28 (3.13%) DNS
2 18 (2.01%) HTTP
3 10 (1.12%) DHCP
4 9 (1.01%) Firewall
5 8 (0.89%) Network Security
6 2 (0.22%) iSCSI
6 2 (0.22%) SSH
7 1 (0.11%) BIG-IP
7 1 (0.11%) LAN
7 1 (0.11%) Skype
7 1 (0.11%) WAN
7 1 (0.11%) WebEx
7 1 (0.11%) Wireless
Database & Business Intelligence
1 395 (44.13%) SQL Server
2 394 (44.02%) Data Warehouse
3 325 (36.31%) Power BI
4 249 (27.82%) SQL Server Integration Services
5 130 (14.53%) Data Lake
6 66 (7.37%) SQL Server Reporting Services
7 60 (6.70%) BigQuery
7 60 (6.70%) Relational Database
8 57 (6.37%) Tableau
9 47 (5.25%) Amazon Redshift
10 45 (5.03%) PostgreSQL
11 37 (4.13%) Big Data
11 37 (4.13%) Star Schema
12 35 (3.91%) SQL Server Analysis Services
13 34 (3.80%) Elasticsearch
14 33 (3.69%) Enterprise Data Warehouse
15 30 (3.35%) Metadata
16 29 (3.24%) MySQL
17 27 (3.02%) NoSQL
18 25 (2.79%) Data Mining
Development Applications
1 48 (5.36%) Git
2 37 (4.13%) GitLab
3 24 (2.68%) Visual Studio
4 20 (2.23%) JIRA
5 18 (2.01%) SQL Server Management Studio (SSMS)
6 14 (1.56%) Jenkins
7 11 (1.23%) JMeter
8 9 (1.01%) Team Foundation Server
9 6 (0.67%) Postman
9 6 (0.67%) SoapUI
10 5 (0.56%) Mercurial
11 4 (0.45%) CircleCI
12 3 (0.34%) Appium
12 3 (0.34%) Bitbucket
12 3 (0.34%) Cypress.io
12 3 (0.34%) Selenium
13 2 (0.22%) Spinnaker
13 2 (0.22%) Toad
13 2 (0.22%) Visual Studio Code
14 1 (0.11%) SonarQube
General
1 309 (34.53%) Social Skills
2 266 (29.72%) Finance
3 124 (13.85%) Public Sector
4 118 (13.18%) Retail
5 110 (12.29%) Analytical Skills
6 78 (8.72%) Legal
7 67 (7.49%) Banking
8 39 (4.36%) Marketing
9 32 (3.58%) Inclusion and Diversity
9 32 (3.58%) Law
10 22 (2.46%) Presentation Skills
11 21 (2.35%) Financial Institution
12 18 (2.01%) Games
13 12 (1.34%) Manufacturing
14 11 (1.23%) Local Government
15 9 (1.01%) Documentation Skills
16 8 (0.89%) German Language
16 8 (0.89%) Organisational Skills
17 6 (0.67%) French Language
17 6 (0.67%) Spanish Language
Job Titles
1 308 (34.41%) Data Engineer
2 157 (17.54%) Developer
3 117 (13.07%) Lead
4 106 (11.84%) Consultant
4 106 (11.84%) Senior
5 90 (10.06%) Business Intelligence Consultant
6 68 (7.60%) Analyst
7 60 (6.70%) Business Intelligence Developer
8 55 (6.15%) Senior Data Engineer
9 51 (5.70%) Lead Data Engineer
10 49 (5.47%) Architect
11 46 (5.14%) Data Architect
12 44 (4.92%) SQL Developer
13 32 (3.58%) Power BI Developer
14 28 (3.13%) Business Intelligence Manager
15 27 (3.02%) Data Analyst
15 27 (3.02%) Data Manager
16 25 (2.79%) AWS Engineer
16 25 (2.79%) Python Data Engineer
16 25 (2.79%) Python Engineer
Libraries, Frameworks & Software Standards
1 34 (3.80%) .NET
2 30 (3.35%) RESTful
3 29 (3.24%) PySpark
4 23 (2.57%) Web Services
5 20 (2.23%) Kafka
6 16 (1.79%) JWT
6 16 (1.79%) XML
7 15 (1.68%) ASP.NET
8 13 (1.45%) JSON
9 11 (1.23%) CSS
9 11 (1.23%) Middleware
9 11 (1.23%) REST
10 9 (1.01%) GraphQL
11 8 (0.89%) ADO
11 8 (0.89%) HTML
12 6 (0.67%) CSS3
12 6 (0.67%) HTML5
12 6 (0.67%) jQuery
12 6 (0.67%) MDX
12 6 (0.67%) ODBC
Miscellaneous
1 95 (10.61%) Data Structures
2 63 (7.04%) Management Information System
3 60 (6.70%) Algorithms
4 45 (5.03%) Self-Motivation
5 28 (3.13%) Product Ownership
6 21 (2.35%) Client/Server
7 20 (2.23%) Cyberattack
7 20 (2.23%) Data Fabric
8 18 (2.01%) Greenfield Project
8 18 (2.01%) Public Cloud
8 18 (2.01%) Replication
9 17 (1.90%) Cloud Native
10 13 (1.45%) Online Games
11 12 (1.34%) Distributed Systems
11 12 (1.34%) Housing Association
12 10 (1.12%) Enterprise Cloud
12 10 (1.12%) Onboarding
13 9 (1.01%) Cyber Threat
13 9 (1.01%) IoT
13 9 (1.01%) NHS
Operating Systems
1 68 (7.60%) Windows
2 28 (3.13%) Linux
3 24 (2.68%) zOS
4 13 (1.45%) Solaris
4 13 (1.45%) Unix
5 12 (1.34%) CentOS
5 12 (1.34%) Ubuntu
6 6 (0.67%) Windows Server
7 1 (0.11%) VMS
7 1 (0.11%) Windows 10
7 1 (0.11%) Windows Server 2019
Processes & Methodologies
1 389 (43.46%) Business Intelligence
2 305 (34.08%) Data Modelling
3 288 (32.18%) Analytics
4 256 (28.60%) Data Science
5 213 (23.80%) Agile
6 210 (23.46%) Data Engineering
7 206 (23.02%) Machine Learning
8 193 (21.56%) Data Pipeline
9 189 (21.12%) Data Integration
10 185 (20.67%) Artificial Intelligence
11 183 (20.45%) Visualisation
12 171 (19.11%) Roadmaps
13 166 (18.55%) Problem-Solving
14 155 (17.32%) Migration
15 146 (16.31%) DevOps
16 143 (15.98%) Data Management
17 134 (14.97%) CI/CD
18 132 (14.75%) Data Analysis
19 126 (14.08%) Data Visualisation
20 117 (13.07%) Data Analytics
Programming Languages
1 673 (75.20%) SQL
2 290 (32.40%) Python
3 178 (19.89%) T-SQL
4 55 (6.15%) C#
5 48 (5.36%) PL/SQL
6 36 (4.02%) Data Analysis Expressions
7 31 (3.46%) Java
7 31 (3.46%) JavaScript
8 30 (3.35%) PowerShell
9 18 (2.01%) R
10 16 (1.79%) Scala
11 11 (1.23%) VBA
12 9 (1.01%) PHP
13 7 (0.78%) Go
14 5 (0.56%) C
14 5 (0.56%) TypeScript
15 4 (0.45%) XPath
16 3 (0.34%) Bash
17 2 (0.22%) VB.NET
18 1 (0.11%) Groovy
Qualifications
1 157 (17.54%) Degree
2 44 (4.92%) Computer Science Degree
3 40 (4.47%) Master's Degree
4 23 (2.57%) DBS Check
5 22 (2.46%) Security Cleared
6 15 (1.68%) SC Cleared
7 13 (1.45%) Microsoft Certification
8 11 (1.23%) MBA
9 9 (1.01%) Numerate Degree
9 9 (1.01%) PRINCE2 Practitioner
10 6 (0.67%) Azure Certification
10 6 (0.67%) DV Cleared
11 5 (0.56%) ISTQB
12 4 (0.45%) CIMA
12 4 (0.45%) CISM
12 4 (0.45%) CISSP
13 3 (0.34%) MCP
13 3 (0.34%) PMI Certification
14 2 (0.22%) ISO 27001 Lead Auditor
14 2 (0.22%) PhD
Quality Assurance & Compliance
1 142 (15.87%) Data Quality
2 37 (4.13%) QA
3 35 (3.91%) GDPR
4 8 (0.89%) ISO/IEC 27001
5 5 (0.56%) Accessibility
5 5 (0.56%) California Consumer Privacy Act
6 4 (0.45%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
6 4 (0.45%) NIST
6 4 (0.45%) Solvency II
7 2 (0.22%) ISO 9001
8 1 (0.11%) HIPAA
System Software
1 31 (3.46%) Active Directory
2 21 (2.35%) Docker
3 18 (2.01%) Virtual Machines
4 4 (0.45%) Virtual Desktop
5 2 (0.22%) vSphere
6 1 (0.11%) HDFS
6 1 (0.11%) Hyper-V
6 1 (0.11%) Microsoft Virtual Server
6 1 (0.11%) Virtual Servers
6 1 (0.11%) VMware ESXi
Systems Management
1 59 (6.59%) Terraform
2 25 (2.79%) Kubernetes
3 6 (0.67%) Ansible
4 3 (0.34%) Single Sign-On
5 2 (0.22%) Marathon
5 2 (0.22%) Mesos
5 2 (0.22%) Microsoft Clustering
6 1 (0.11%) Rancher
6 1 (0.11%) SCCM
Vendors
1 302 (33.74%) Microsoft
2 116 (12.96%) Databricks
3 41 (4.58%) Oracle
4 28 (3.13%) Google
5 26 (2.91%) Informatica
6 20 (2.23%) SAP
7 18 (2.01%) Salesforce
8 14 (1.56%) Alteryx
8 14 (1.56%) MuleSoft
8 14 (1.56%) NEC
9 13 (1.45%) F5
10 11 (1.23%) IBM
11 10 (1.12%) Adaptive Insights
11 10 (1.12%) Anaplan
11 10 (1.12%) Jedox
11 10 (1.12%) Tagetik
12 9 (1.01%) Talend
13 6 (0.67%) Jitterbit
13 6 (0.67%) OutSystems
14 5 (0.56%) ServiceNow