Data Extraction
UK

The following table provides summary statistics for permanent job vacancies with a requirement for Data Extraction skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Extraction over the 6 months to 20 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
20 May 2024
Same period 2023 Same period 2022
Rank 730 827 887
Rank change year-on-year +97 +60 -112
Permanent jobs citing Data Extraction 156 148 369
As % of all permanent jobs advertised in the UK 0.16% 0.15% 0.23%
As % of the Processes & Methodologies category 0.18% 0.16% 0.24%
Number of salaries quoted 119 108 203
10th Percentile £38,588 £32,925 £36,437
25th Percentile £44,375 £46,250 £45,075
Median annual salary (50th Percentile) £60,000 £50,238 £55,000
Median % change year-on-year +19.43% -8.66% +35.80%
75th Percentile £70,000 £65,679 £67,000
90th Percentile £77,750 £75,000 £86,250
UK excluding London median annual salary £60,000 £50,000 £50,000
% change year-on-year +20.00% - +30.93%

All Process and Methodology Skills
UK

Data Extraction 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 requirement for process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 85,108 95,066 155,930
As % of all permanent jobs advertised in the UK 85.18% 95.58% 95.78%
Number of salaries quoted 59,794 56,135 83,138
10th Percentile £29,071 £34,000 £33,645
25th Percentile £40,000 £45,000 £43,750
Median annual salary (50th Percentile) £55,000 £61,180 £60,000
Median % change year-on-year -10.10% +1.97% +9.09%
75th Percentile £72,500 £81,250 £80,000
90th Percentile £92,500 £100,000 £96,250
UK excluding London median annual salary £50,000 £55,000 £52,500
% change year-on-year -9.09% +4.76% +10.53%

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 20 May 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 20 May 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 +102 148 £60,000 +19.43% 95
UK excluding London +20 110 £60,000 +20.00% 68
Work from Home +100 70 £64,000 +28.00% 28
London +89 41 £67,500 +12.41% 41
South East +35 33 £60,000 +13.21% 19
Midlands +17 33 £42,500 -5.56% 14
North of England +37 24 £64,000 +28.00% 13
West Midlands +25 20 £55,000 +29.41% 7
East Midlands -6 13 £42,500 -5.56% 7
North East - 13 £82,500 - 2
South West -35 12 £58,750 +16.94% 5
North West +1 7 £51,250 +7.89% 6
Yorkshire +68 4 £48,750 -2.50% 5
Wales +9 4 £43,257 -12.48% 1
East of England +7 3 £35,640 -8.62% 6
Scotland -72 1 £50,000 -0.24% 5

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 (8.33%) Apache Airflow
2 10 (6.41%) Apache Spark
2 10 (6.41%) IIS
3 5 (3.21%) SAS
4 3 (1.92%) Jupyter
4 3 (1.92%) SharePoint
5 2 (1.28%) Apache
Applications
1 10 (6.41%) Microsoft Excel
2 7 (4.49%) Microsoft Office
3 3 (1.92%) MS Visio
3 3 (1.92%) SPSS
Business Applications
1 1 (0.64%) NetSuite
1 1 (0.64%) Oracle Financials
1 1 (0.64%) SAP S/4HANA
Cloud Services
1 50 (32.05%) Power Platform
2 33 (21.15%) Azure
3 32 (20.51%) AWS
4 18 (11.54%) Amazon S3
4 18 (11.54%) SaaS
5 14 (8.97%) Amazon Kinesis
6 13 (8.33%) dbt
7 6 (3.85%) Azure Data Factory
7 6 (3.85%) PaaS
8 5 (3.21%) IaaS
9 3 (1.92%) Serverless
9 3 (1.92%) Snowflake
10 2 (1.28%) Amazon EC2
10 2 (1.28%) AWS Lambda
10 2 (1.28%) GCP
10 2 (1.28%) Matillion
10 2 (1.28%) PowerApps
11 1 (0.64%) Amazon EMR
11 1 (0.64%) Amazon SQS
11 1 (0.64%) Microsoft 365
Communications & Networking
1 13 (8.33%) SNMP
1 13 (8.33%) SSH
1 13 (8.33%) TCP/IP
2 10 (6.41%) DHCP
2 10 (6.41%) DNS
3 1 (0.64%) Intranet
Database & Business Intelligence
1 46 (29.49%) Data Warehouse
1 46 (29.49%) Power BI
2 38 (24.36%) SQL Server
3 26 (16.67%) SQL Server Integration Services
4 22 (14.10%) Data Mining
4 22 (14.10%) Relational Database
5 19 (12.18%) MySQL
6 18 (11.54%) Tableau
7 17 (10.90%) Amazon Redshift
8 15 (9.62%) Data Lake
9 13 (8.33%) PostgreSQL
10 11 (7.05%) Big Data
10 11 (7.05%) Oracle Database
11 10 (6.41%) SQL Server Reporting Services
12 9 (5.77%) Oracle Reports
13 4 (2.56%) Amazon QuickSight
13 4 (2.56%) Azure SQL Database
13 4 (2.56%) MongoDB
13 4 (2.56%) Power Query
14 3 (1.92%) Metadata
Development Applications
1 13 (8.33%) Eclipse
2 6 (3.85%) JIRA
3 3 (1.92%) ER Studio
3 3 (1.92%) ERwin
4 1 (0.64%) Git
General
1 58 (37.18%) Social Skills
2 26 (16.67%) Analytical Skills
3 24 (15.38%) Finance
4 17 (10.90%) Law
5 15 (9.62%) Games
6 7 (4.49%) Marketing
7 6 (3.85%) Automotive
7 6 (3.85%) Manufacturing
8 5 (3.21%) Retail
9 4 (2.56%) Financial Institution
9 4 (2.56%) Legal
10 3 (1.92%) Banking
10 3 (1.92%) Documentation Skills
11 2 (1.28%) Advertising
11 2 (1.28%) Inclusion and Diversity
11 2 (1.28%) Pharmaceutical
11 2 (1.28%) Publishing
12 1 (0.64%) Health Technology
12 1 (0.64%) Organisational Skills
12 1 (0.64%) Public Sector
Job Titles
1 37 (23.72%) Analyst
1 37 (23.72%) Data Engineer
2 29 (18.59%) Senior
3 24 (15.38%) Developer
4 17 (10.90%) Data Analyst
5 15 (9.62%) AWS Data Engineer
5 15 (9.62%) AWS Engineer
6 13 (8.33%) Senior Support Engineer
6 13 (8.33%) Senior Technical Engineer
6 13 (8.33%) Senior Technical Support
6 13 (8.33%) Senior Technical Support Engineer
6 13 (8.33%) Support Engineer
6 13 (8.33%) Technical Engineer
6 13 (8.33%) Technical Support
6 13 (8.33%) Technical Support Engineer
7 12 (7.69%) Consultant
7 12 (7.69%) Lead
8 10 (6.41%) Business Intelligence Consultant
8 10 (6.41%) Technical Consultant
9 9 (5.77%) Lead Data Engineer
Libraries, Frameworks & Software Standards
1 14 (8.97%) AngularJS
1 14 (8.97%) CSS
1 14 (8.97%) HTML
2 13 (8.33%) Ajax
2 13 (8.33%) JDBC
2 13 (8.33%) ODBC
2 13 (8.33%) REST
2 13 (8.33%) SOAP
2 13 (8.33%) Web Services
2 13 (8.33%) XHTML
2 13 (8.33%) XML
3 9 (5.77%) Oracle Fusion
4 5 (3.21%) EDI
5 3 (1.92%) .NET
5 3 (1.92%) D3.js
5 3 (1.92%) Google Chart
6 1 (0.64%) .NET Framework
6 1 (0.64%) Pandas
6 1 (0.64%) React
6 1 (0.64%) Vue
Miscellaneous
1 13 (8.33%) Client/Server
1 13 (8.33%) CMDB
1 13 (8.33%) Data Structures
1 13 (8.33%) Online Games
2 11 (7.05%) Management Information System
3 9 (5.77%) Algorithms
4 8 (5.13%) Renewable Energy
5 4 (2.56%) Legacy Systems
5 4 (2.56%) Mainframe
5 4 (2.56%) NHS
6 3 (1.92%) Enterprise Cloud
6 3 (1.92%) Onboarding
6 3 (1.92%) Team-Oriented Environment
6 3 (1.92%) Video Conferencing
7 2 (1.28%) Data Protection Act
7 2 (1.28%) Enterprise Software
7 2 (1.28%) Robotics
7 2 (1.28%) Tandem
8 1 (0.64%) Analytical Mindset
8 1 (0.64%) Greenfield Project
Operating Systems
1 21 (13.46%) Linux
2 15 (9.62%) Windows
3 13 (8.33%) Unix
Processes & Methodologies
1 79 (50.64%) Business Intelligence
2 72 (46.15%) ETL
3 56 (35.90%) Data Modelling
4 45 (28.85%) Data Engineering
5 44 (28.21%) Analytics
6 36 (23.08%) Visualisation
7 30 (19.23%) Data Analysis
8 26 (16.67%) Data Visualisation
9 25 (16.03%) Data Integration
9 25 (16.03%) Decision-Making
9 25 (16.03%) Mentoring
10 24 (15.38%) Data Transformation
10 24 (15.38%) Performance Tuning
11 22 (14.10%) Data Cleansing
11 22 (14.10%) Data Governance
12 21 (13.46%) Actionable Insight
12 21 (13.46%) Data Management
13 20 (12.82%) Data Pipeline
14 19 (12.18%) Data Ingestion
14 19 (12.18%) Data Science
Programming Languages
1 103 (66.03%) SQL
2 66 (42.31%) Python
3 24 (15.38%) JavaScript
4 21 (13.46%) T-SQL
5 20 (12.82%) Java
6 14 (8.97%) C#
6 14 (8.97%) PowerShell
7 13 (8.33%) Perl
8 11 (7.05%) PL/SQL
9 9 (5.77%) R
10 7 (4.49%) C
11 4 (2.56%) Scala
11 4 (2.56%) VBA
12 2 (1.28%) Data Analysis Expressions
12 2 (1.28%) MATLAB
13 1 (0.64%) Go
13 1 (0.64%) Ruby
13 1 (0.64%) VB
Qualifications
1 30 (19.23%) Degree
2 9 (5.77%) DBS Check
3 5 (3.21%) Microsoft Certification
4 4 (2.56%) SC Cleared
4 4 (2.56%) Security Cleared
5 3 (1.92%) DV Cleared
6 2 (1.28%) Computer Science Degree
6 2 (1.28%) ECDL
6 2 (1.28%) MCP
7 1 (0.64%) HNC
7 1 (0.64%) Master's Degree
7 1 (0.64%) SAP Certification
Quality Assurance & Compliance
1 43 (27.56%) Data Quality
2 6 (3.85%) QA
3 5 (3.21%) Accessibility
4 2 (1.28%) Actionable Recommendations
4 2 (1.28%) PMO
4 2 (1.28%) SNOMED CT
5 1 (0.64%) California Consumer Privacy Act
5 1 (0.64%) GDPR
System Software
1 10 (6.41%) Active Directory
2 1 (0.64%) Docker
Systems Management
1 13 (8.33%) WMI
2 1 (0.64%) Grafana
2 1 (0.64%) Kubernetes
Vendors
1 45 (28.85%) Microsoft
2 36 (23.08%) Oracle
3 13 (8.33%) Databricks
3 13 (8.33%) Splunk
4 10 (6.41%) Adaptive Insights
4 10 (6.41%) Anaplan
4 10 (6.41%) Jedox
4 10 (6.41%) Tagetik
5 6 (3.85%) Google
5 6 (3.85%) Informatica
6 3 (1.92%) Alteryx
6 3 (1.92%) Embarcadero
7 2 (1.28%) Cadence
7 2 (1.28%) IFS
8 1 (0.64%) Denodo
8 1 (0.64%) Salesforce
8 1 (0.64%) SAP
8 1 (0.64%) Talend