Data Extraction Jobs

Data Extraction
UK

The table below provides summary statistics for permanent job vacancies 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 16 July 2025, comparing them to the same period in the previous two years.

6 months to
16 Jul 2025
Same period 2024 Same period 2023
Rank 588 727 735
Rank change year-on-year +139 +8 +158
Permanent jobs citing Data Extraction 148 160 165
As % of all permanent jobs advertised in the UK 0.25% 0.16% 0.19%
As % of the Processes & Methodologies category 0.27% 0.19% 0.20%
Number of salaries quoted 82 112 126
10th Percentile £25,313 £40,575 £32,750
25th Percentile £32,375 £46,018 £40,625
Median annual salary (50th Percentile) £51,250 £60,000 £50,238
Median % change year-on-year -14.58% +19.43% -4.31%
75th Percentile £72,500 £70,000 £62,500
90th Percentile £80,000 £84,375 £72,500
UK excluding London median annual salary £42,500 £60,000 £50,000
% change year-on-year -29.17% +20.00% -

All Process and Methodology Skills
UK

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 requiring process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 53,906 85,087 81,457
As % of all permanent jobs advertised in the UK 89.73% 82.48% 95.47%
Number of salaries quoted 28,389 58,040 52,423
10th Percentile £27,500 £30,000 £33,750
25th Percentile £38,000 £40,000 £45,000
Median annual salary (50th Percentile) £55,000 £55,000 £60,249
Median % change year-on-year - -8.71% +0.42%
75th Percentile £74,258 £72,500 £80,000
90th Percentile £95,000 £92,500 £100,000
UK excluding London median annual salary £50,000 £50,000 £55,000
% change year-on-year - -9.09% +4.76%

Data Extraction
Job Vacancy Trend

Job postings citing Data Extraction as a proportion of all IT jobs advertised.

Job vacancy trend for Data Extraction in the UK

Data Extraction
Salary Trend

3-month moving average salary quoted in jobs citing Data Extraction.

Salary trend for Data Extraction in the UK

Data Extraction
Salary Histogram

Salary distribution for jobs citing Data Extraction over the 6 months to 16 July 2025.

Salary histogram for Data Extraction in the UK

Data Extraction
Top 15 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Extraction within the UK over the 6 months to 16 July 2025. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
England +118 118 £55,000 -8.33% 165
UK excluding London +133 94 £42,500 -29.17% 93
Work from Home +86 47 £42,500 -23.08% 73
London +118 45 £62,750 -3.46% 102
North of England +53 26 £50,000 -11.50% 24
South East +60 23 £55,000 -8.33% 33
Scotland +106 18 £25,625 -48.75% 6
Yorkshire +60 17 £47,500 -5.00% 14
Midlands +56 16 £30,000 -36.51% 19
West Midlands +62 12 £30,000 -43.93% 9
North West +9 9 £60,000 +9.09% 10
South West +90 7 £25,625 -56.38% 8
East Midlands +32 4 £50,000 +17.65% 10
Northern Ireland - 3 - - 1
East of England - 1 £73,000 - 3

Data Extraction
Co-occurring Skills and Capabilities 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 4 (2.70%) ArcGIS
2 3 (2.03%) Confluence
3 2 (1.35%) Apache Airflow
3 2 (1.35%) SAS
4 1 (0.68%) Umbraco
Applications
1 9 (6.08%) Microsoft Excel
2 4 (2.70%) Spreadsheet
3 1 (0.68%) Microsoft Office
3 1 (0.68%) Microsoft PowerPoint
Business Applications
1 15 (10.14%) Oracle EBS
2 2 (1.35%) Dynamics CRM
2 2 (1.35%) Dynamics NAV
3 1 (0.68%) Elite 3E
3 1 (0.68%) iTrent
3 1 (0.68%) Oracle ERP
Cloud Services
1 36 (24.32%) Azure
2 34 (22.97%) Power Platform
3 31 (20.95%) AWS
4 19 (12.84%) Azure Data Factory
5 10 (6.76%) GCP
5 10 (6.76%) SaaS
6 9 (6.08%) Snowflake
7 8 (5.41%) Azure Synapse Analytics
8 6 (4.05%) PowerApps
9 5 (3.38%) Cloud Computing
9 5 (3.38%) Power Automate
10 4 (2.70%) Dynamics 365
11 2 (1.35%) Azure DevOps
11 2 (1.35%) Azure Machine Learning
11 2 (1.35%) Google Analytics
11 2 (1.35%) Microsoft 365
12 1 (0.68%) Boomi
12 1 (0.68%) Datadog
12 1 (0.68%) GitHub
12 1 (0.68%) Twilio
Communications & Networking
1 5 (3.38%) HTTP
Database & Business Intelligence
1 33 (22.30%) Power BI
2 24 (16.22%) Tableau
3 19 (12.84%) Big Data
3 19 (12.84%) SQL Server
4 18 (12.16%) Data Lake
5 16 (10.81%) Power Query
6 15 (10.14%) Oracle ODI
7 14 (9.46%) Data Warehouse
8 8 (5.41%) Azure SQL Database
9 7 (4.73%) Azure SQL Data Warehouse
10 6 (4.05%) Metadata
10 6 (4.05%) SQL Server Integration Services
11 5 (3.38%) NoSQL
11 5 (3.38%) Relational Database
12 4 (2.70%) Geospatial Data
12 4 (2.70%) GIS
12 4 (2.70%) MySQL
12 4 (2.70%) QGIS
12 4 (2.70%) Spatial Data
13 3 (2.03%) SQL Server Reporting Services
Development Applications
1 3 (2.03%) JIRA
2 1 (0.68%) Git
2 1 (0.68%) JUnit
2 1 (0.68%) Selenium
2 1 (0.68%) TestComplete
2 1 (0.68%) Visual Studio
General
1 66 (44.59%) Social Skills
2 61 (41.22%) Analytical Skills
3 50 (33.78%) Finance
4 19 (12.84%) Banking
5 16 (10.81%) Influencing Skills
6 9 (6.08%) Retail
7 8 (5.41%) Marketing
8 6 (4.05%) Agriculture
8 6 (4.05%) Front Office
9 4 (2.70%) Law
10 2 (1.35%) Legal
10 2 (1.35%) Manufacturing
10 2 (1.35%) Organisational Skills
11 1 (0.68%) Financial Institution
11 1 (0.68%) Inclusion and Diversity
11 1 (0.68%) Presentation Skills
11 1 (0.68%) Public Sector
11 1 (0.68%) Tech for Good
Job Titles
1 66 (44.59%) Analyst
2 49 (33.11%) Data Analyst
3 18 (12.16%) Data Engineer
3 18 (12.16%) Developer
4 17 (11.49%) Senior
5 16 (10.81%) Consultant
5 16 (10.81%) Technical Consultant
6 15 (10.14%) Data Consultant
6 15 (10.14%) Data Migration Consultant
6 15 (10.14%) Migration Consultant
6 15 (10.14%) Oracle Consultant
6 15 (10.14%) Oracle Data Migration Consultant
6 15 (10.14%) Oracle Technical Consultant
7 11 (7.43%) Business Intelligence Developer
8 10 (6.76%) Lead
8 10 (6.76%) Senior Data Engineer
9 8 (5.41%) Support Analyst
10 6 (4.05%) Data Scientist
11 5 (3.38%) Support Manager
11 5 (3.38%) Technical Support Manager
Libraries, Frameworks & Software Standards
1 15 (10.14%) Oracle Fusion
2 14 (9.46%) JSON
3 8 (5.41%) Pandas
4 5 (3.38%) Puppeteer
4 5 (3.38%) Scrapy
5 4 (2.70%) PostGIS
6 3 (2.03%) NumPy
7 2 (1.35%) .NET
7 2 (1.35%) Apache Jena
7 2 (1.35%) PySpark
7 2 (1.35%) XML
8 1 (0.68%) Akka
8 1 (0.68%) CSS
8 1 (0.68%) HTML
8 1 (0.68%) Kafka
8 1 (0.68%) Lambda Expressions
8 1 (0.68%) Node.js
8 1 (0.68%) PyTorch
8 1 (0.68%) TensorFlow
8 1 (0.68%) XGBoost
Miscellaneous
1 26 (17.57%) Data Structures
2 19 (12.84%) Legacy Systems
3 6 (4.05%) Analytical Mindset
4 5 (3.38%) Algorithms
4 5 (3.38%) Linux Command Line
5 4 (2.70%) Greenfield Project
5 4 (2.70%) Management Information System
6 3 (2.03%) Autonomous Agent
7 2 (1.35%) Cloud Native
7 2 (1.35%) Low-Code
7 2 (1.35%) Mobile App
7 2 (1.35%) Product Ownership
7 2 (1.35%) Reinsurance
8 1 (0.68%) Cybercrime
8 1 (0.68%) Robotics
8 1 (0.68%) Self-Motivation
Operating Systems
1 6 (4.05%) Linux
2 1 (0.68%) Mac OS
2 1 (0.68%) Windows
Processes & Methodologies
1 75 (50.68%) Analytics
2 52 (35.14%) ETL
3 50 (33.78%) Business Intelligence
4 43 (29.05%) Visualisation
5 42 (28.38%) Data Analytics
6 39 (26.35%) Data Migration
6 39 (26.35%) Migration
7 35 (23.65%) Problem-Solving
8 30 (20.27%) Data Analysis
9 29 (19.59%) Data Pipeline
9 29 (19.59%) Decision-Making
10 27 (18.24%) Data Modelling
11 26 (17.57%) Computer Science
11 26 (17.57%) Data Cleansing
11 26 (17.57%) Data Engineering
12 24 (16.22%) Validation
13 22 (14.86%) Data Management
13 22 (14.86%) Mathematics
14 21 (14.19%) Data Visualisation
14 21 (14.19%) ERP
Programming Languages
1 120 (81.08%) SQL
2 49 (33.11%) Python
3 19 (12.84%) JavaScript
4 17 (11.49%) Data Analysis Expressions
5 15 (10.14%) PL/SQL
6 14 (9.46%) R
7 9 (6.08%) C#
8 4 (2.70%) Java
8 4 (2.70%) T-SQL
9 3 (2.03%) Scala
9 3 (2.03%) VBA
10 2 (1.35%) Shell Script
10 2 (1.35%) SPARQL
11 1 (0.68%) ABAP
11 1 (0.68%) Bash
Qualifications
1 45 (30.41%) Degree
2 13 (8.78%) Computer Science Degree
3 8 (5.41%) Azure Certification
4 2 (1.35%) Microsoft Certification
4 2 (1.35%) MOS
4 2 (1.35%) SC Cleared
4 2 (1.35%) Security Cleared
5 1 (0.68%) CFCE
5 1 (0.68%) EnCE
Quality Assurance & Compliance
1 28 (18.92%) Data Quality
2 5 (3.38%) QA
3 3 (2.03%) Accessibility
3 3 (2.03%) GDPR
4 2 (1.35%) Actionable Recommendations
4 2 (1.35%) Dublin Core
System Software
1 3 (2.03%) Active Directory
Systems Management
1 1 (0.68%) EnCase
1 1 (0.68%) FTK
1 1 (0.68%) Terraform
Vendors
1 22 (14.86%) Oracle
2 15 (10.14%) Microsoft
3 11 (7.43%) Google
4 5 (3.38%) Salesforce
4 5 (3.38%) SAP
5 4 (2.70%) Databricks
5 4 (2.70%) Mapinfo
5 4 (2.70%) Talend
6 3 (2.03%) Genesys
6 3 (2.03%) Informatica
6 3 (2.03%) Verint
6 3 (2.03%) YouTube
7 2 (1.35%) Nintex
8 1 (0.68%) Alteryx
8 1 (0.68%) dotdigital
8 1 (0.68%) IFS
8 1 (0.68%) Intapp
8 1 (0.68%) MuleSoft
8 1 (0.68%) Optimizely
8 1 (0.68%) Tagetik