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 29 May 2025, comparing them to the same period in the previous two years.

6 months to
29 May 2025
Same period 2024 Same period 2023
Rank 516 758 807
Rank change year-on-year +242 +49 +69
Permanent jobs citing Data Extraction 196 156 146
As % of all permanent jobs advertised in the UK 0.36% 0.15% 0.15%
As % of the Processes & Methodologies category 0.38% 0.18% 0.16%
Number of salaries quoted 112 118 108
10th Percentile £25,000 £38,219 £36,250
25th Percentile £25,313 £44,063 £47,447
Median annual salary (50th Percentile) £44,827 £60,000 £50,238
Median % change year-on-year -25.29% +19.43% -8.66%
75th Percentile £70,000 £72,625 £65,679
90th Percentile £80,000 £77,875 £75,000
UK excluding London median annual salary £30,000 £60,000 £50,000
% change year-on-year -50.00% +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 51,417 86,448 93,028
As % of all permanent jobs advertised in the UK 93.74% 84.24% 95.56%
Number of salaries quoted 25,323 60,550 54,986
10th Percentile £29,000 £29,250 £34,000
25th Percentile £41,250 £40,000 £45,000
Median annual salary (50th Percentile) £57,500 £55,000 £61,000
Median % change year-on-year +4.55% -9.84% +1.67%
75th Percentile £75,000 £72,500 £81,250
90th Percentile £97,500 £92,500 £100,000
UK excluding London median annual salary £51,564 £50,000 £55,000
% change year-on-year +3.13% -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 29 May 2025.

Salary histogram for Data Extraction in the UK

Data Extraction
Top 16 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 29 May 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 +180 154 £50,000 -16.67% 129
UK excluding London +214 128 £30,000 -50.00% 63
Work from Home +131 82 £25,625 -59.96% 77
London +116 57 £65,000 -3.70% 75
North of England +59 37 £32,500 -49.22% 20
South East +92 26 £70,000 +16.67% 10
Scotland +147 24 £25,625 -48.75%
Yorkshire +78 23 £25,625 -48.75% 9
South West +122 17 £25,625 -56.38% 9
Midlands +42 16 £30,000 -29.41% 15
North West +15 14 £45,000 -10.00% 11
West Midlands +49 13 £30,000 -45.45% 11
Wales +46 4 £48,750 +12.70% 2
East Midlands +23 3 £50,000 +17.65% 4
Northern Ireland - 3 - - 5
East of England +39 1 £73,000 +104.83% 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 3 (1.53%) SAS
2 2 (1.02%) Apache
2 2 (1.02%) Apache Airflow
2 2 (1.02%) Apache Spark
3 1 (0.51%) ArcGIS
3 1 (0.51%) Confluence
3 1 (0.51%) Umbraco
Applications
1 16 (8.16%) Microsoft Excel
2 3 (1.53%) Spreadsheet
3 1 (0.51%) Microsoft Office
3 1 (0.51%) Microsoft PowerPoint
3 1 (0.51%) SPSS
Business Applications
1 15 (7.65%) Oracle EBS
2 5 (2.55%) iTrent
3 3 (1.53%) Dynamics NAV
4 2 (1.02%) Dynamics CRM
4 2 (1.02%) Elite 3E
5 1 (0.51%) Oracle ERP
Cloud Services
1 47 (23.98%) AWS
2 46 (23.47%) Azure
3 37 (18.88%) Power Platform
4 20 (10.20%) Azure Data Factory
5 15 (7.65%) Snowflake
6 12 (6.12%) GCP
7 11 (5.61%) SaaS
8 8 (4.08%) Azure Synapse Analytics
9 7 (3.57%) PowerApps
10 5 (2.55%) Cloud Computing
10 5 (2.55%) Dynamics 365
10 5 (2.55%) Power Automate
11 4 (2.04%) Serverless
12 2 (1.02%) Azure DevOps
12 2 (1.02%) Google Analytics
12 2 (1.02%) Microsoft 365
13 1 (0.51%) Amazon S3
13 1 (0.51%) Boomi
13 1 (0.51%) Datadog
13 1 (0.51%) Twilio
Communications & Networking
1 9 (4.59%) HTTP
2 4 (2.04%) Network Security
Database & Business Intelligence
1 44 (22.45%) Big Data
2 36 (18.37%) Power BI
3 27 (13.78%) Tableau
4 20 (10.20%) Data Lake
5 17 (8.67%) Power Query
6 16 (8.16%) Data Warehouse
6 16 (8.16%) SQL Server
7 15 (7.65%) Oracle ODI
8 10 (5.10%) Relational Database
9 9 (4.59%) Azure SQL Database
10 7 (3.57%) Azure SQL Data Warehouse
10 7 (3.57%) Metadata
11 5 (2.55%) NoSQL
11 5 (2.55%) SQL Server Integration Services
12 4 (2.04%) Amazon QuickSight
12 4 (2.04%) BigQuery
12 4 (2.04%) MySQL
12 4 (2.04%) PostgreSQL
12 4 (2.04%) RDBMS
13 3 (1.53%) Metadata Repository
Development Applications
1 6 (3.06%) Git
2 1 (0.51%) JIRA
2 1 (0.51%) Visual Studio
General
1 87 (44.39%) Finance
2 83 (42.35%) Social Skills
3 71 (36.22%) Analytical Skills
4 45 (22.96%) Banking
5 18 (9.18%) Influencing Skills
6 9 (4.59%) Marketing
7 8 (4.08%) Retail
8 6 (3.06%) Agriculture
8 6 (3.06%) Front Office
8 6 (3.06%) Manufacturing
9 5 (2.55%) Inclusion and Diversity
9 5 (2.55%) Law
10 4 (2.04%) Documentation Skills
10 4 (2.04%) Electronics
11 3 (1.53%) Legal
11 3 (1.53%) Public Sector
11 3 (1.53%) Publishing
12 2 (1.02%) Organisational Skills
13 1 (0.51%) Presentation Skills
13 1 (0.51%) Tech for Good
Job Titles
1 95 (48.47%) Analyst
2 78 (39.80%) Data Analyst
3 26 (13.27%) Data Engineer
4 23 (11.73%) Developer
4 23 (11.73%) Senior
5 15 (7.65%) Consultant
5 15 (7.65%) Data Consultant
5 15 (7.65%) Data Migration Consultant
5 15 (7.65%) Migration Consultant
5 15 (7.65%) Oracle Consultant
5 15 (7.65%) Oracle Data Migration Consultant
5 15 (7.65%) Oracle Technical Consultant
5 15 (7.65%) Senior Data Engineer
5 15 (7.65%) Technical Consultant
6 13 (6.63%) Lead
7 11 (5.61%) Business Intelligence Developer
8 7 (3.57%) Azure Engineer
8 7 (3.57%) Financial Analyst
8 7 (3.57%) Lead Data Engineer
9 6 (3.06%) Support Analyst
Libraries, Frameworks & Software Standards
1 18 (9.18%) JSON
2 15 (7.65%) Oracle Fusion
3 8 (4.08%) Pandas
4 7 (3.57%) .NET
5 5 (2.55%) Puppeteer
5 5 (2.55%) Scrapy
6 4 (2.04%) Symfony
7 3 (1.53%) Kafka
7 3 (1.53%) NumPy
7 3 (1.53%) PySpark
8 2 (1.02%) Apache Jena
8 2 (1.02%) XML
9 1 (0.51%) .NET Framework
9 1 (0.51%) Akka
9 1 (0.51%) CSS
9 1 (0.51%) HTML
9 1 (0.51%) Lambda Expressions
9 1 (0.51%) Node.js
9 1 (0.51%) PostGIS
9 1 (0.51%) TensorFlow
Miscellaneous
1 26 (13.27%) Data Structures
2 19 (9.69%) Legacy Systems
3 14 (7.14%) Management Information System
4 6 (3.06%) Algorithms
4 6 (3.06%) Product Ownership
5 5 (2.55%) Cloud Native
5 5 (2.55%) Linux Command Line
5 5 (2.55%) Robotics
6 4 (2.04%) Analytical Mindset
6 4 (2.04%) Greenfield Project
6 4 (2.04%) SCADA
7 3 (1.53%) Autonomous Agent
7 3 (1.53%) Low-Code
8 2 (1.02%) Enterprise Software
8 2 (1.02%) Mobile App
8 2 (1.02%) Reinsurance
9 1 (0.51%) Cybercrime
9 1 (0.51%) Self-Motivation
Operating Systems
1 10 (5.10%) Linux
2 5 (2.55%) Windows
3 4 (2.04%) Unix
4 1 (0.51%) Mac OS
Processes & Methodologies
1 111 (56.63%) Analytics
2 74 (37.76%) Data Analytics
3 69 (35.20%) Visualisation
4 60 (30.61%) Business Intelligence
5 58 (29.59%) ETL
6 52 (26.53%) Problem-Solving
7 51 (26.02%) Mathematics
8 46 (23.47%) Statistics
9 44 (22.45%) Migration
10 42 (21.43%) Data Migration
10 42 (21.43%) Storytelling
11 40 (20.41%) Predictive Modelling
12 39 (19.90%) Statistical Modelling
13 36 (18.37%) Data Engineering
13 36 (18.37%) Data Pipeline
14 35 (17.86%) Data Modelling
15 34 (17.35%) Data Analysis
16 33 (16.84%) Computer Science
17 31 (15.82%) Decision-Making
18 29 (14.80%) Data Management
Programming Languages
1 166 (84.69%) SQL
2 58 (29.59%) Python
3 20 (10.20%) JavaScript
4 19 (9.69%) R
5 18 (9.18%) Data Analysis Expressions
6 15 (7.65%) PL/SQL
7 10 (5.10%) Java
8 9 (4.59%) C#
9 7 (3.57%) Scala
10 4 (2.04%) C
10 4 (2.04%) PHP
10 4 (2.04%) T-SQL
11 3 (1.53%) VBA
12 2 (1.02%) Shell Script
12 2 (1.02%) SPARQL
13 1 (0.51%) Bash
Qualifications
1 82 (41.84%) Degree
2 20 (10.20%) Computer Science Degree
3 11 (5.61%) Azure Certification
4 4 (2.04%) Microsoft Certification
4 4 (2.04%) Numerate Degree
5 2 (1.02%) AWS Certification
5 2 (1.02%) MOS
5 2 (1.02%) SC Cleared
5 2 (1.02%) Security Cleared
6 1 (0.51%) CFCE
6 1 (0.51%) EnCE
Quality Assurance & Compliance
1 35 (17.86%) Data Quality
2 5 (2.55%) QA
3 4 (2.04%) SLA
4 3 (1.53%) Accessibility
4 3 (1.53%) GDPR
5 2 (1.02%) Actionable Recommendations
5 2 (1.02%) Dublin Core
System Software
1 3 (1.53%) Active Directory
Systems Management
1 1 (0.51%) EnCase
1 1 (0.51%) FTK
1 1 (0.51%) Terraform
Vendors
1 22 (11.22%) Oracle
2 16 (8.16%) Microsoft
3 13 (6.63%) Google
4 7 (3.57%) Databricks
5 5 (2.55%) Informatica
5 5 (2.55%) Salesforce
5 5 (2.55%) SAP
6 4 (2.04%) Talend
7 3 (1.53%) Genesys
7 3 (1.53%) Nintex
7 3 (1.53%) Verint
7 3 (1.53%) YouTube
8 2 (1.02%) Intapp
8 2 (1.02%) Reuters
9 1 (0.51%) Alteryx
9 1 (0.51%) Mapinfo
9 1 (0.51%) MuleSoft
9 1 (0.51%) Optimizely
9 1 (0.51%) Tagetik
9 1 (0.51%) Teradata