Data Extraction Jobs with Hybrid/Remote/WFH Options

Data Extraction
UK > Work from Home

The table below provides summary statistics for permanent remote or hybrid work requiring Data Extraction skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited Data Extraction over the 6 months leading up to 2 May 2025, comparing them to the same period in the previous two years.

6 months to
2 May 2025
Same period 2024 Same period 2023
Rank 327 523 614
Rank change year-on-year +196 +91 +80
Permanent jobs citing Data Extraction 86 66 57
As % of all permanent jobs with a WFH option 0.57% 0.20% 0.13%
As % of the Processes & Methodologies category 0.62% 0.21% 0.14%
Number of salaries quoted 64 59 44
10th Percentile - £35,640 £34,500
25th Percentile £25,000 £45,785 £45,000
Median annual salary (50th Percentile) £25,625 £64,000 £50,000
Median % change year-on-year -59.96% +28.00% -9.09%
75th Percentile £50,625 £73,500 £58,750
90th Percentile £78,500 £86,250 £72,625
UK median annual salary £45,000 £60,000 £50,238
% change year-on-year -25.00% +19.43% -4.31%

All Process and Methodology Skills
Work from Home

Data Extraction 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 13,938 31,020 41,026
As % of all permanent jobs with a WFH option 93.13% 91.65% 96.09%
Number of salaries quoted 9,733 23,575 28,496
10th Percentile £30,000 £33,800 £37,500
25th Percentile £45,000 £42,500 £47,500
Median annual salary (50th Percentile) £60,000 £57,500 £62,500
Median % change year-on-year +4.35% -8.00% +4.17%
75th Percentile £77,500 £75,000 £82,500
90th Percentile £102,500 £95,000 £100,000
UK median annual salary £57,500 £55,000 £61,500
% change year-on-year +4.55% -10.57% +2.50%

Data Extraction
Trend for Jobs with a WFH Option

Job vacancies with remote working options citing Data Extraction as a proportion of all IT jobs advertised.

Data Extraction trend for jobs with Hybrid/Remote/WFH options

Data Extraction
Salary Trend for Jobs with a WFH Option

3-month moving average salary quoted in job vacancies with remote working options citing Data Extraction.

Data Extraction salary trend for jobs with a WFH option

Data Extraction
Salary Histogram for Jobs with a WFH Option

Salary distribution for jobs with remote working options citing Data Extraction over the 6 months to 2 May 2025.

Data Extraction salary histogram for jobs with a WFH option

Data Extraction
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 2 (2.33%) Apache
1 2 (2.33%) Apache Spark
2 1 (1.16%) Confluence
2 1 (1.16%) SAS
2 1 (1.16%) Umbraco
Applications
1 4 (4.65%) Microsoft Excel
2 2 (2.33%) Microsoft Office
2 2 (2.33%) Microsoft PowerPoint
3 1 (1.16%) MS Visio
3 1 (1.16%) SPSS
Business Applications
1 2 (2.33%) Dynamics NAV
2 1 (1.16%) Dynamics CRM
Cloud Services
1 28 (32.56%) AWS
2 16 (18.60%) Azure
3 9 (10.47%) Snowflake
4 8 (9.30%) GCP
5 7 (8.14%) Power Platform
6 6 (6.98%) SaaS
7 5 (5.81%) Azure Data Factory
7 5 (5.81%) Cloud Computing
8 4 (4.65%) Azure Synapse Analytics
9 3 (3.49%) Dynamics 365
9 3 (3.49%) Power Automate
10 2 (2.33%) PowerApps
11 1 (1.16%) Azure DevOps
11 1 (1.16%) Azure Machine Learning
11 1 (1.16%) Azure Stack
11 1 (1.16%) Entra ID
11 1 (1.16%) Microsoft 365
Communications & Networking
1 5 (5.81%) HTTP
2 4 (4.65%) Network Security
Database & Business Intelligence
1 40 (46.51%) Big Data
2 11 (12.79%) Data Lake
3 9 (10.47%) Tableau
4 8 (9.30%) Relational Database
5 6 (6.98%) Power BI
6 5 (5.81%) NoSQL
7 4 (4.65%) PostgreSQL
7 4 (4.65%) Power Query
7 4 (4.65%) RDBMS
7 4 (4.65%) SQL Server
8 3 (3.49%) Data Warehouse
8 3 (3.49%) Hadoop
8 3 (3.49%) Metadata
8 3 (3.49%) Metadata Repository
8 3 (3.49%) MySQL
9 2 (2.33%) Amazon Redshift
9 2 (2.33%) BigQuery
9 2 (2.33%) Pentaho
9 2 (2.33%) Triplestore
10 1 (1.16%) SQL Server Integration Services
Development Applications
1 4 (4.65%) Git
2 1 (1.16%) JIRA
2 1 (1.16%) Visual Studio
General
1 56 (65.12%) Finance
2 40 (46.51%) Banking
3 30 (34.88%) Social Skills
4 24 (27.91%) Analytical Skills
5 8 (9.30%) Influencing Skills
6 4 (4.65%) Documentation Skills
6 4 (4.65%) Marketing
7 1 (1.16%) Financial Institution
7 1 (1.16%) Manufacturing
7 1 (1.16%) Presentation Skills
7 1 (1.16%) Public Sector
7 1 (1.16%) Tech for Good
Job Titles
1 53 (61.63%) Analyst
2 49 (56.98%) Data Analyst
3 15 (17.44%) Data Engineer
4 12 (13.95%) Senior
5 9 (10.47%) Senior Data Engineer
6 7 (8.14%) Developer
6 7 (8.14%) Financial Analyst
7 5 (5.81%) Support Manager
7 5 (5.81%) Technical Manager
7 5 (5.81%) Technical Support
7 5 (5.81%) Technical Support Manager
8 4 (4.65%) Software Developer
9 2 (2.33%) Cloud Engineer
9 2 (2.33%) Data Manager
9 2 (2.33%) Data Migration Analyst
9 2 (2.33%) Data Migration Engineer
9 2 (2.33%) ERP Analyst
9 2 (2.33%) Migration Analyst
9 2 (2.33%) Migration Engineer
9 2 (2.33%) Senior Analyst
Libraries, Frameworks & Software Standards
1 5 (5.81%) JSON
1 5 (5.81%) Pandas
1 5 (5.81%) Puppeteer
1 5 (5.81%) Scrapy
2 4 (4.65%) .NET
2 4 (4.65%) Symfony
3 3 (3.49%) XML
4 2 (2.33%) Apache Jena
4 2 (2.33%) Kafka
5 1 (1.16%) HTML
5 1 (1.16%) Node.js
5 1 (1.16%) PyTorch
5 1 (1.16%) TensorFlow
5 1 (1.16%) XGBoost
Miscellaneous
1 5 (5.81%) Linux Command Line
2 4 (4.65%) Management Information System
3 2 (2.33%) Cloud Native
3 2 (2.33%) Data Structures
3 2 (2.33%) Enterprise Software
4 1 (1.16%) Algorithms
4 1 (1.16%) Analytical Mindset
4 1 (1.16%) Product Ownership
Operating Systems
1 9 (10.47%) Linux
2 4 (4.65%) Unix
2 4 (4.65%) Windows
Processes & Methodologies
1 55 (63.95%) Analytics
2 43 (50.00%) Data Analytics
3 41 (47.67%) Storytelling
3 41 (47.67%) Visualisation
4 40 (46.51%) Mathematics
4 40 (46.51%) Predictive Modelling
4 40 (46.51%) Statistics
5 39 (45.35%) Statistical Modelling
6 24 (27.91%) ETL
7 20 (23.26%) Problem-Solving
8 17 (19.77%) Data Pipeline
9 16 (18.60%) Agile
10 15 (17.44%) Migration
11 14 (16.28%) Business Intelligence
11 14 (16.28%) Data Engineering
12 12 (13.95%) Data Migration
13 10 (11.63%) Data Strategy
14 9 (10.47%) Data Architecture
14 9 (10.47%) Data Management
14 9 (10.47%) Mentoring
Programming Languages
1 68 (79.07%) SQL
2 14 (16.28%) Python
3 9 (10.47%) JavaScript
4 8 (9.30%) R
5 5 (5.81%) PHP
6 3 (3.49%) Java
7 2 (2.33%) Shell Script
7 2 (2.33%) SPARQL
8 1 (1.16%) C#
8 1 (1.16%) Data Analysis Expressions
8 1 (1.16%) Ruby
8 1 (1.16%) T-SQL
8 1 (1.16%) VBA
Qualifications
1 48 (55.81%) Degree
2 7 (8.14%) Computer Science Degree
3 2 (2.33%) AWS Certification
3 2 (2.33%) Azure Certification
3 2 (2.33%) DBS Check
3 2 (2.33%) Microsoft Certification
3 2 (2.33%) SC Cleared
3 2 (2.33%) Security Cleared
Quality Assurance & Compliance
1 13 (15.12%) Data Quality
2 2 (2.33%) Dublin Core
2 2 (2.33%) QA
3 1 (1.16%) GDPR
Vendors
1 6 (6.98%) Microsoft
2 4 (4.65%) Informatica
3 3 (3.49%) Databricks
3 3 (3.49%) Google
3 3 (3.49%) Oracle
3 3 (3.49%) SAP
4 2 (2.33%) Talend
5 1 (1.16%) Alteryx
5 1 (1.16%) dotdigital
5 1 (1.16%) Salesforce
5 1 (1.16%) Tagetik
5 1 (1.16%) Teradata