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 26 July 2024, comparing them to the same period in the previous two years.

6 months to
26 Jul 2024
Same period 2023 Same period 2022
Rank 718 729 888
Rank change year-on-year +11 +159 -80
Permanent jobs citing Data Extraction 124 158 395
As % of all permanent jobs advertised in the UK 0.14% 0.20% 0.23%
As % of the Processes & Methodologies category 0.17% 0.21% 0.23%
Number of salaries quoted 82 119 239
10th Percentile £39,442 £32,514 £31,250
25th Percentile £43,380 £40,000 £42,500
Median annual salary (50th Percentile) £55,250 £50,238 £52,500
Median % change year-on-year +9.98% -4.31% -4.55%
75th Percentile £70,000 £62,500 £66,250
90th Percentile £77,500 £69,250 £86,250
UK excluding London median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - +32.01%

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 73,969 76,929 168,958
As % of all permanent jobs advertised in the UK 81.84% 95.34% 96.40%
Number of salaries quoted 48,628 50,249 85,709
10th Percentile £30,000 £33,750 £33,750
25th Percentile £40,000 £45,000 £44,250
Median annual salary (50th Percentile) £55,000 £60,000 £60,000
Median % change year-on-year -8.33% - +9.09%
75th Percentile £73,750 £80,000 £80,000
90th Percentile £93,750 £100,000 £96,250
UK excluding London median annual salary £50,000 £55,000 £52,500
% change year-on-year -9.09% +4.76% +6.06%

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 26 July 2024.

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 26 July 2024. 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 +13 114 £57,500 +14.46% 37
UK excluding London -26 84 £55,000 +10.00% 38
Work from Home +30 44 £52,250 +4.50% 30
London +45 36 £60,000 -0.04% 7
South East +19 27 £60,000 +17.07% 8
Midlands -6 25 £42,500 -13.27% 6
North of England +6 18 £55,000 +10.00% 7
East Midlands - 15 £42,500 - 3
North West +3 12 £55,000 +15.79% 5
West Midlands -4 10 £52,000 +6.12% 3
South West -9 8 £75,000 +49.29% 7
Wales +22 4 £43,257 +29.13% 2
Yorkshire +41 3 £50,000 - 1
North East - 3 £77,000 - 1
Scotland -50 1 £50,000 +33.33% 1
Channel Islands - 1 - - 1

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 13 (10.48%) Apache Spark
2 6 (4.84%) Confluence
3 5 (4.03%) SAS
4 3 (2.42%) Apache Airflow
4 3 (2.42%) IIS
4 3 (2.42%) Jupyter
5 2 (1.61%) Apache
6 1 (0.81%) SharePoint
Applications
1 14 (11.29%) Microsoft Excel
2 3 (2.42%) Microsoft Office
2 3 (2.42%) MS Visio
2 3 (2.42%) SPSS
3 2 (1.61%) CPLEX
3 2 (1.61%) Spreadsheet
Business Applications
1 2 (1.61%) SAP S/4HANA
2 1 (0.81%) NetSuite
2 1 (0.81%) Oracle Financials
Cloud Services
1 53 (42.74%) Power Platform
2 40 (32.26%) Azure
3 23 (18.55%) AWS
4 15 (12.10%) Azure Data Factory
5 9 (7.26%) Amazon S3
6 8 (6.45%) SaaS
7 6 (4.84%) Azure DevOps
7 6 (4.84%) GitHub
7 6 (4.84%) PaaS
8 5 (4.03%) IaaS
9 4 (3.23%) Amazon Kinesis
10 3 (2.42%) dbt
10 3 (2.42%) Serverless
11 2 (1.61%) Amazon EC2
11 2 (1.61%) AWS Lambda
11 2 (1.61%) Azure AI
11 2 (1.61%) Cloud Computing
11 2 (1.61%) PowerApps
12 1 (0.81%) Amazon SQS
12 1 (0.81%) Microsoft 365
Communications & Networking
1 3 (2.42%) DHCP
1 3 (2.42%) DNS
2 2 (1.61%) SNMP
2 2 (1.61%) SSH
2 2 (1.61%) TCP/IP
Database & Business Intelligence
1 51 (41.13%) Data Warehouse
1 51 (41.13%) Power BI
2 24 (19.35%) Data Mining
2 24 (19.35%) SQL Server
3 20 (16.13%) SQL Server Integration Services
4 17 (13.71%) Data Lake
5 14 (11.29%) Big Data
5 14 (11.29%) Tableau
6 13 (10.48%) Azure SQL Database
7 9 (7.26%) NoSQL
7 9 (7.26%) Power Query
7 9 (7.26%) SQL Server Reporting Services
8 8 (6.45%) Metadata
8 8 (6.45%) MySQL
8 8 (6.45%) Relational Database
9 7 (5.65%) Amazon Redshift
10 5 (4.03%) Amazon QuickSight
11 4 (3.23%) MongoDB
11 4 (3.23%) Oracle Database
12 3 (2.42%) DynamoDB
Development Applications
1 7 (5.65%) JIRA
2 3 (2.42%) ER Studio
2 3 (2.42%) ERwin
2 3 (2.42%) Git
3 2 (1.61%) Eclipse
3 2 (1.61%) Selenium
4 1 (0.81%) SQL Server Management Studio (SSMS)
General
1 46 (37.10%) Social Skills
2 27 (21.77%) Analytical Skills
3 22 (17.74%) Finance
4 10 (8.06%) Pharmaceutical
5 8 (6.45%) Inclusion and Diversity
6 6 (4.84%) Law
6 6 (4.84%) Manufacturing
7 5 (4.03%) Games
8 4 (3.23%) Retail
9 3 (2.42%) Banking
9 3 (2.42%) Documentation Skills
9 3 (2.42%) Marketing
9 3 (2.42%) Presentation Skills
10 2 (1.61%) Influencing Skills
11 1 (0.81%) Automotive
11 1 (0.81%) Health Technology
11 1 (0.81%) Legal
11 1 (0.81%) Organisational Skills
11 1 (0.81%) Public Sector
Job Titles
1 30 (24.19%) Senior
2 29 (23.39%) Data Engineer
3 28 (22.58%) Analyst
4 25 (20.16%) Developer
5 18 (14.52%) Data Analyst
6 12 (9.68%) Business Intelligence Developer
7 10 (8.06%) Data Manager
8 9 (7.26%) Power BI Developer
8 9 (7.26%) Senior Data Engineer
9 7 (5.65%) Business Intelligence Analyst
10 5 (4.03%) Associate Director
10 5 (4.03%) Digital Analytics Director
10 5 (4.03%) Lead
11 4 (3.23%) AWS Data Engineer
11 4 (3.23%) AWS Engineer
11 4 (3.23%) Lead Data Engineer
11 4 (3.23%) Senior Developer
11 4 (3.23%) Systems Engineer
12 3 (2.42%) Business Intelligence Consultant
12 3 (2.42%) Consultant
Libraries, Frameworks & Software Standards
1 6 (4.84%) PySpark
2 5 (4.03%) CSS
2 5 (4.03%) HTML
3 4 (3.23%) XML
4 3 (2.42%) .NET
4 3 (2.42%) AngularJS
4 3 (2.42%) D3.js
4 3 (2.42%) EDI
4 3 (2.42%) Google Chart
4 3 (2.42%) JSON
5 2 (1.61%) Ajax
5 2 (1.61%) JDBC
5 2 (1.61%) ODBC
5 2 (1.61%) Playwright
5 2 (1.61%) REST
5 2 (1.61%) RESTful
5 2 (1.61%) SOAP
5 2 (1.61%) Web Services
5 2 (1.61%) XHTML
6 1 (0.81%) .NET Framework
Miscellaneous
1 14 (11.29%) Data Structures
2 8 (6.45%) Renewable Energy
3 7 (5.65%) Management Information System
4 4 (3.23%) Mainframe
5 3 (2.42%) Algorithms
5 3 (2.42%) Client/Server
5 3 (2.42%) Onboarding
5 3 (2.42%) Online Games
5 3 (2.42%) Reinsurance
5 3 (2.42%) Team-Oriented Environment
5 3 (2.42%) Video Conferencing
6 2 (1.61%) CMDB
6 2 (1.61%) Data Centre
6 2 (1.61%) Enterprise Software
6 2 (1.61%) NHS
6 2 (1.61%) Robotics
6 2 (1.61%) Tandem
7 1 (0.81%) Data Protection Act
7 1 (0.81%) Life Science
7 1 (0.81%) Reference Data
Operating Systems
1 10 (8.06%) Linux
2 3 (2.42%) Windows
3 2 (1.61%) Unix
Processes & Methodologies
1 69 (55.65%) ETL
2 65 (52.42%) Business Intelligence
3 51 (41.13%) Data Modelling
4 50 (40.32%) Analytics
5 47 (37.90%) Data Engineering
6 32 (25.81%) Data Analysis
6 32 (25.81%) Decision-Making
7 30 (24.19%) Agile
8 29 (23.39%) Visualisation
9 28 (22.58%) Data Management
10 26 (20.97%) Data Governance
11 22 (17.74%) Computer Science
11 22 (17.74%) Data Pipeline
11 22 (17.74%) Problem-Solving
12 21 (16.94%) Data Integration
13 20 (16.13%) Actionable Insight
13 20 (16.13%) Data Cleansing
13 20 (16.13%) Data Transformation
13 20 (16.13%) Data Visualisation
14 16 (12.90%) Machine Learning
Programming Languages
1 84 (67.74%) SQL
2 42 (33.87%) Python
3 12 (9.68%) T-SQL
4 11 (8.87%) Java
5 9 (7.26%) C#
6 8 (6.45%) JavaScript
6 8 (6.45%) R
7 7 (5.65%) Data Analysis Expressions
8 4 (3.23%) C
8 4 (3.23%) PL/SQL
9 3 (2.42%) PowerShell
9 3 (2.42%) VBA
10 2 (1.61%) MATLAB
10 2 (1.61%) Perl
10 2 (1.61%) Scala
11 1 (0.81%) Go
11 1 (0.81%) Ruby
Qualifications
1 29 (23.39%) Degree
2 15 (12.10%) Computer Science Degree
3 10 (8.06%) DBS Check
4 9 (7.26%) Master's Degree
5 8 (6.45%) AWS Certification
6 3 (2.42%) Microsoft Certification
7 2 (1.61%) SAP Certification
7 2 (1.61%) SC Cleared
7 2 (1.61%) Security Cleared
8 1 (0.81%) Numerate Degree
Quality Assurance & Compliance
1 43 (34.68%) Data Quality
2 7 (5.65%) QA
3 3 (2.42%) Actionable Recommendations
3 3 (2.42%) GDPR
4 2 (1.61%) Accessibility
4 2 (1.61%) California Consumer Privacy Act
5 1 (0.81%) PMO
5 1 (0.81%) SNOMED CT
System Software
1 3 (2.42%) Active Directory
2 1 (0.81%) Docker
Systems Management
1 2 (1.61%) WMI
2 1 (0.81%) Grafana
2 1 (0.81%) Kubernetes
Vendors
1 30 (24.19%) Microsoft
2 20 (16.13%) Databricks
3 11 (8.87%) Oracle
4 9 (7.26%) Informatica
5 8 (6.45%) MuleSoft
6 5 (4.03%) Google
7 3 (2.42%) Adaptive Insights
7 3 (2.42%) Alteryx
7 3 (2.42%) Anaplan
7 3 (2.42%) Embarcadero
7 3 (2.42%) Jedox
7 3 (2.42%) SAP
7 3 (2.42%) Tagetik
8 2 (1.61%) Algorithmics
8 2 (1.61%) IFS
8 2 (1.61%) Salesforce
8 2 (1.61%) Splunk
9 1 (0.81%) Capita
9 1 (0.81%) IBM
9 1 (0.81%) Talend