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

6 months to
18 May 2024
Same period 2023 Same period 2022
Rank 116 104 124
Rank change year-on-year -12 +20 -4
Permanent jobs citing ETL 893 1,268 2,207
As % of all permanent jobs with a WFH option 2.64% 3.14% 3.14%
As % of the Processes & Methodologies category 2.89% 3.27% 3.23%
Number of salaries quoted 782 868 1,275
10th Percentile £39,182 £42,500 £40,000
25th Percentile £43,750 £50,000 £47,500
Median annual salary (50th Percentile) £60,000 £60,750 £60,000
Median % change year-on-year -1.23% +1.25% +4.35%
75th Percentile £77,188 £77,500 £77,500
90th Percentile £91,991 £92,500 £93,750
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 30,883 38,813 68,245
As % of all permanent jobs with a WFH option 91.21% 96.05% 97.04%
Number of salaries quoted 23,380 26,991 41,246
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 18 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 34 (3.81%) Apache Spark
2 27 (3.02%) Apache Airflow
3 22 (2.46%) IIS
4 19 (2.13%) Apache
5 16 (1.79%) 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%) BizTalk Server
9 2 (0.22%) Moodle
10 1 (0.11%) Luigi
Applications
1 58 (6.49%) Microsoft Excel
2 12 (1.34%) 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 (2.24%) Dynamics CRM
2 13 (1.46%) 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%) Dynamics NAV
5 2 (0.22%) MIS ActiveH
5 2 (0.22%) Unit4 Business World
6 1 (0.11%) Data Workbench
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
1 463 (51.85%) Azure
2 333 (37.29%) Power Platform
3 174 (19.48%) AWS
4 134 (15.01%) Azure Data Factory
5 103 (11.53%) GCP
6 96 (10.75%) Snowflake
7 81 (9.07%) Azure Synapse Analytics
8 66 (7.39%) Matillion
9 64 (7.17%) Azure DevOps
10 53 (5.94%) Serverless
11 45 (5.04%) SaaS
12 43 (4.82%) dbt
13 39 (4.37%) Amazon S3
14 32 (3.58%) Azure Cosmos DB
15 20 (2.24%) PowerApps
16 18 (2.02%) Azure App Service
17 17 (1.90%) Amazon Kinesis
18 16 (1.79%) AWS Lambda
18 16 (1.79%) Azure Logic Apps
19 14 (1.57%) Azure Service Bus
Communications & Networking
1 28 (3.14%) DNS
2 18 (2.02%) HTTP
3 10 (1.12%) DHCP
4 9 (1.01%) Firewall
4 9 (1.01%) Network Security
5 2 (0.22%) iSCSI
5 2 (0.22%) LAN
5 2 (0.22%) SSH
5 2 (0.22%) WAN
5 2 (0.22%) Wireless
6 1 (0.11%) BIG-IP
6 1 (0.11%) Skype
6 1 (0.11%) WebEx
Database & Business Intelligence
1 391 (43.78%) Data Warehouse
1 391 (43.78%) SQL Server
2 322 (36.06%) Power BI
3 249 (27.88%) SQL Server Integration Services
4 132 (14.78%) Data Lake
5 67 (7.50%) SQL Server Reporting Services
6 60 (6.72%) BigQuery
7 57 (6.38%) Relational Database
7 57 (6.38%) Tableau
8 47 (5.26%) Amazon Redshift
9 45 (5.04%) PostgreSQL
10 37 (4.14%) Star Schema
11 36 (4.03%) SQL Server Analysis Services
12 35 (3.92%) Big Data
13 34 (3.81%) Elasticsearch
14 33 (3.70%) Enterprise Data Warehouse
15 29 (3.25%) MySQL
16 27 (3.02%) Metadata
17 26 (2.91%) Data Mining
17 26 (2.91%) NoSQL
Development Applications
1 48 (5.38%) Git
2 37 (4.14%) GitLab
3 24 (2.69%) Visual Studio
4 20 (2.24%) JIRA
5 16 (1.79%) SQL Server Management Studio (SSMS)
6 14 (1.57%) 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
1 308 (34.49%) Social Skills
2 273 (30.57%) Finance
3 123 (13.77%) Public Sector
4 118 (13.21%) Retail
5 108 (12.09%) Analytical Skills
6 79 (8.85%) Legal
7 67 (7.50%) Banking
8 35 (3.92%) Marketing
9 29 (3.25%) Inclusion and Diversity
10 27 (3.02%) Law
11 21 (2.35%) Financial Institution
12 18 (2.02%) Games
13 17 (1.90%) Presentation Skills
14 12 (1.34%) Manufacturing
15 11 (1.23%) Local Government
16 9 (1.01%) German Language
17 8 (0.90%) Organisational Skills
18 7 (0.78%) Spanish Language
19 6 (0.67%) French Language
19 6 (0.67%) Influencing Skills
Job Titles
1 312 (34.94%) Data Engineer
2 156 (17.47%) Developer
3 121 (13.55%) Lead
4 106 (11.87%) Senior
5 105 (11.76%) Consultant
6 90 (10.08%) Business Intelligence Consultant
7 64 (7.17%) Analyst
8 60 (6.72%) Business Intelligence Developer
9 55 (6.16%) Senior Data Engineer
10 53 (5.94%) Lead Data Engineer
11 49 (5.49%) Architect
12 46 (5.15%) Data Architect
13 43 (4.82%) SQL Developer
14 32 (3.58%) Power BI Developer
15 27 (3.02%) Data Manager
16 26 (2.91%) Data Analyst
17 25 (2.80%) Business Intelligence Manager
18 24 (2.69%) ETL Developer
19 23 (2.58%) AWS Engineer
19 23 (2.58%) Python Data Engineer
Libraries, Frameworks & Software Standards
1 33 (3.70%) .NET
2 30 (3.36%) PySpark
2 30 (3.36%) RESTful
3 22 (2.46%) Web Services
4 19 (2.13%) Kafka
5 16 (1.79%) JWT
6 15 (1.68%) ASP.NET
7 13 (1.46%) XML
8 11 (1.23%) CSS
8 11 (1.23%) JSON
8 11 (1.23%) Middleware
9 9 (1.01%) GraphQL
9 9 (1.01%) REST
10 8 (0.90%) ADO
10 8 (0.90%) HTML
11 6 (0.67%) CSS3
11 6 (0.67%) jQuery
11 6 (0.67%) MDX
11 6 (0.67%) ODBC
11 6 (0.67%) SOAP
Miscellaneous
1 95 (10.64%) Data Structures
2 61 (6.83%) Algorithms
2 61 (6.83%) Management Information System
3 45 (5.04%) Self-Motivation
4 27 (3.02%) Product Ownership
5 21 (2.35%) Client/Server
6 20 (2.24%) Cyberattack
6 20 (2.24%) Data Fabric
7 19 (2.13%) Greenfield Project
7 19 (2.13%) Public Cloud
8 17 (1.90%) Replication
9 16 (1.79%) Cloud Native
10 13 (1.46%) Online Games
11 12 (1.34%) Housing Association
12 11 (1.23%) Distributed Systems
12 11 (1.23%) NHS
12 11 (1.23%) Onboarding
13 10 (1.12%) Cyber Threat
14 8 (0.90%) Enterprise Cloud
15 7 (0.78%) IoT
Operating Systems
1 68 (7.61%) Windows
2 27 (3.02%) Linux
3 24 (2.69%) zOS
4 13 (1.46%) Solaris
4 13 (1.46%) Unix
5 12 (1.34%) CentOS
5 12 (1.34%) Ubuntu
6 7 (0.78%) Windows Server
7 1 (0.11%) VMS
7 1 (0.11%) Windows 10
7 1 (0.11%) Windows Server 2019
Processes & Methodologies
1 385 (43.11%) Business Intelligence
2 303 (33.93%) Data Modelling
3 290 (32.47%) Analytics
4 251 (28.11%) Data Science
5 212 (23.74%) Agile
6 208 (23.29%) Data Engineering
7 205 (22.96%) Machine Learning
8 195 (21.84%) Data Pipeline
9 191 (21.39%) Data Integration
10 185 (20.72%) Artificial Intelligence
11 182 (20.38%) Visualisation
12 175 (19.60%) Roadmaps
13 167 (18.70%) Problem-Solving
14 157 (17.58%) Migration
15 147 (16.46%) DevOps
16 142 (15.90%) Data Management
17 134 (15.01%) CI/CD
18 130 (14.56%) Data Analysis
19 126 (14.11%) Data Visualisation
20 117 (13.10%) Data Analytics
Programming Languages
1 667 (74.69%) SQL
2 291 (32.59%) Python
3 175 (19.60%) T-SQL
4 54 (6.05%) C#
5 46 (5.15%) PL/SQL
6 36 (4.03%) Data Analysis Expressions
7 33 (3.70%) PowerShell
8 31 (3.47%) JavaScript
9 30 (3.36%) Java
10 18 (2.02%) R
11 15 (1.68%) Scala
12 13 (1.46%) VBA
13 9 (1.01%) PHP
14 6 (0.67%) Go
15 5 (0.56%) C
16 4 (0.45%) XPath
17 3 (0.34%) TypeScript
18 2 (0.22%) Bash
18 2 (0.22%) VB.NET
19 1 (0.11%) Shell Script
Qualifications
1 160 (17.92%) Degree
2 46 (5.15%) Computer Science Degree
3 40 (4.48%) Master's Degree
4 23 (2.58%) DBS Check
5 20 (2.24%) Security Cleared
6 13 (1.46%) SC Cleared
7 12 (1.34%) Microsoft Certification
8 11 (1.23%) MBA
9 9 (1.01%) Numerate Degree
10 8 (0.90%) Azure Certification
10 8 (0.90%) PRINCE2 Practitioner
11 6 (0.67%) DV Cleared
12 5 (0.56%) ISTQB
13 4 (0.45%) CIMA
13 4 (0.45%) CISM
13 4 (0.45%) CISSP
13 4 (0.45%) PMI Certification
14 3 (0.34%) MCP
15 2 (0.22%) Cisco Certification
15 2 (0.22%) PhD
Quality Assurance & Compliance
1 140 (15.68%) Data Quality
2 37 (4.14%) QA
3 34 (3.81%) GDPR
4 8 (0.90%) ISO/IEC 27001
5 6 (0.67%) Accessibility
6 5 (0.56%) California Consumer Privacy Act
7 4 (0.45%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
7 4 (0.45%) NIST
7 4 (0.45%) Solvency II
8 2 (0.22%) ISO 9001
9 1 (0.11%) Actionable Recommendations
9 1 (0.11%) HIPAA
System Software
1 31 (3.47%) Active Directory
2 20 (2.24%) Docker
3 18 (2.02%) 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 (6.61%) Terraform
2 24 (2.69%) 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%) FTK
6 1 (0.11%) SCCM
Vendors
1 304 (34.04%) Microsoft
2 120 (13.44%) Databricks
3 40 (4.48%) Oracle
4 27 (3.02%) Google
5 24 (2.69%) Informatica
6 20 (2.24%) SAP
7 15 (1.68%) Salesforce
8 14 (1.57%) MuleSoft
9 13 (1.46%) Alteryx
9 13 (1.46%) F5
9 13 (1.46%) NEC
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 8 (0.90%) Talend
13 6 (0.67%) Jitterbit
13 6 (0.67%) OutSystems
14 5 (0.56%) ServiceNow