Data Extraction Jobs

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 2 June 2024 with a comparison to the same period in the previous 2 years.

6 months to
2 Jun 2024
Same period 2023 Same period 2022
Rank 748 802 896
Rank change year-on-year +54 +94 -117
Permanent jobs citing Data Extraction 157 144 379
As % of all permanent jobs advertised in the UK 0.15% 0.15% 0.22%
As % of the Processes & Methodologies category 0.18% 0.16% 0.23%
Number of salaries quoted 119 109 209
10th Percentile £38,588 £35,550 £37,186
25th Percentile £44,375 £47,447 £45,000
Median annual salary (50th Percentile) £60,000 £50,238 £55,000
Median % change year-on-year +19.43% -8.66% +29.41%
75th Percentile £71,750 £65,679 £67,500
90th Percentile £77,750 £75,000 £87,500
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 87,980 90,493 162,202
As % of all permanent jobs advertised in the UK 83.59% 95.46% 95.93%
Number of salaries quoted 61,356 54,578 82,967
10th Percentile £29,284 £34,000 £33,500
25th Percentile £40,000 £45,000 £43,750
Median annual salary (50th Percentile) £55,000 £60,899 £60,000
Median % change year-on-year -9.69% +1.50% +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% +9.38%

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 2 June 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 2 June 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 +87 148 £60,000 +16.13% 80
UK excluding London -6 111 £60,000 +20.00% 53
Work from Home +66 70 £64,000 +28.00% 31
London +90 41 £67,500 +12.41% 29
Midlands +13 34 £42,500 -16.26% 19
South East +11 33 £60,000 +13.21% 11
North of England +36 24 £64,000 +28.00% 13
West Midlands 0 20 £55,000 +8.37% 14
East Midlands - 14 £42,500 - 5
North East - 13 £82,500 - 2
South West -40 12 £58,750 +16.94% 6
North West -6 8 £52,500 +7.69% 5
Wales +2 4 £43,257 +14.26%
Yorkshire +45 3 £50,000 - 6
East of England -3 3 £35,640 +39.76% 1
Scotland -72 1 £50,000 -0.24% 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 (8.28%) Apache Airflow
2 12 (7.64%) Apache Spark
3 10 (6.37%) IIS
4 5 (3.18%) SAS
5 3 (1.91%) Jupyter
5 3 (1.91%) SharePoint
6 2 (1.27%) Apache
6 2 (1.27%) Confluence
Applications
1 10 (6.37%) Microsoft Excel
2 8 (5.10%) Microsoft Office
3 3 (1.91%) MS Visio
3 3 (1.91%) SPSS
Business Applications
1 2 (1.27%) SAP S/4HANA
2 1 (0.64%) NetSuite
2 1 (0.64%) Oracle Financials
Cloud Services
1 53 (33.76%) Power Platform
2 35 (22.29%) Azure
3 31 (19.75%) AWS
4 18 (11.46%) SaaS
5 17 (10.83%) Amazon S3
6 14 (8.92%) Amazon Kinesis
7 13 (8.28%) dbt
8 8 (5.10%) Azure Data Factory
9 6 (3.82%) PaaS
10 5 (3.18%) IaaS
11 3 (1.91%) Serverless
11 3 (1.91%) Snowflake
12 2 (1.27%) Amazon EC2
12 2 (1.27%) AWS Lambda
12 2 (1.27%) Azure DevOps
12 2 (1.27%) GCP
12 2 (1.27%) GitHub
12 2 (1.27%) Matillion
12 2 (1.27%) PowerApps
13 1 (0.64%) Amazon EMR
Communications & Networking
1 13 (8.28%) SNMP
1 13 (8.28%) SSH
1 13 (8.28%) TCP/IP
2 10 (6.37%) DHCP
2 10 (6.37%) DNS
3 1 (0.64%) Intranet
Database & Business Intelligence
1 49 (31.21%) Power BI
2 47 (29.94%) Data Warehouse
3 37 (23.57%) SQL Server
4 26 (16.56%) SQL Server Integration Services
5 24 (15.29%) Data Mining
6 21 (13.38%) Relational Database
7 19 (12.10%) MySQL
8 18 (11.46%) Tableau
9 17 (10.83%) Amazon Redshift
9 17 (10.83%) Data Lake
10 13 (8.28%) PostgreSQL
11 11 (7.01%) Big Data
11 11 (7.01%) Oracle Database
12 10 (6.37%) SQL Server Reporting Services
13 9 (5.73%) Oracle Reports
14 6 (3.82%) Azure SQL Database
15 5 (3.18%) Metadata
16 4 (2.55%) Amazon QuickSight
16 4 (2.55%) MongoDB
16 4 (2.55%) Power Query
Development Applications
1 13 (8.28%) Eclipse
2 8 (5.10%) JIRA
3 3 (1.91%) ER Studio
3 3 (1.91%) ERwin
4 1 (0.64%) Git
General
1 60 (38.22%) Social Skills
2 27 (17.20%) Analytical Skills
3 26 (16.56%) Finance
4 16 (10.19%) Law
5 15 (9.55%) Games
6 7 (4.46%) Marketing
7 6 (3.82%) Automotive
7 6 (3.82%) Manufacturing
8 5 (3.18%) Retail
9 4 (2.55%) Financial Institution
10 3 (1.91%) Banking
10 3 (1.91%) Documentation Skills
10 3 (1.91%) Legal
11 2 (1.27%) Advertising
11 2 (1.27%) Inclusion and Diversity
11 2 (1.27%) Pharmaceutical
11 2 (1.27%) Publishing
12 1 (0.64%) Health Technology
12 1 (0.64%) Organisational Skills
12 1 (0.64%) Public Sector
Job Titles
1 38 (24.20%) Data Engineer
2 37 (23.57%) Analyst
3 31 (19.75%) Senior
4 23 (14.65%) Developer
5 17 (10.83%) Data Analyst
6 14 (8.92%) AWS Data Engineer
6 14 (8.92%) AWS Engineer
7 13 (8.28%) Senior Support Engineer
7 13 (8.28%) Senior Technical Engineer
7 13 (8.28%) Senior Technical Support
7 13 (8.28%) Senior Technical Support Engineer
7 13 (8.28%) Support Engineer
7 13 (8.28%) Technical Engineer
7 13 (8.28%) Technical Support
7 13 (8.28%) Technical Support Engineer
8 12 (7.64%) Consultant
9 11 (7.01%) Lead
10 10 (6.37%) Business Intelligence Consultant
10 10 (6.37%) Technical Consultant
11 9 (5.73%) Lead Data Engineer
Libraries, Frameworks & Software Standards
1 14 (8.92%) AngularJS
1 14 (8.92%) CSS
1 14 (8.92%) HTML
2 13 (8.28%) Ajax
2 13 (8.28%) JDBC
2 13 (8.28%) ODBC
2 13 (8.28%) REST
2 13 (8.28%) SOAP
2 13 (8.28%) Web Services
2 13 (8.28%) XHTML
2 13 (8.28%) XML
3 9 (5.73%) Oracle Fusion
4 4 (2.55%) EDI
5 3 (1.91%) .NET
5 3 (1.91%) D3.js
5 3 (1.91%) Google Chart
6 2 (1.27%) PySpark
7 1 (0.64%) Pandas
7 1 (0.64%) React
7 1 (0.64%) Vue
Miscellaneous
1 15 (9.55%) Data Structures
2 13 (8.28%) Client/Server
2 13 (8.28%) CMDB
2 13 (8.28%) Online Games
3 12 (7.64%) Management Information System
4 9 (5.73%) Algorithms
5 8 (5.10%) Renewable Energy
6 4 (2.55%) Legacy Systems
6 4 (2.55%) Mainframe
6 4 (2.55%) NHS
7 3 (1.91%) Onboarding
7 3 (1.91%) Team-Oriented Environment
7 3 (1.91%) Video Conferencing
8 2 (1.27%) Data Protection Act
8 2 (1.27%) Enterprise Cloud
8 2 (1.27%) Enterprise Software
8 2 (1.27%) Robotics
8 2 (1.27%) Tandem
9 1 (0.64%) Life Science
9 1 (0.64%) LIMS
Operating Systems
1 21 (13.38%) Linux
2 15 (9.55%) Windows
3 13 (8.28%) Unix
Processes & Methodologies
1 79 (50.32%) Business Intelligence
2 72 (45.86%) ETL
3 55 (35.03%) Data Modelling
4 46 (29.30%) Analytics
4 46 (29.30%) Data Engineering
5 36 (22.93%) Visualisation
6 29 (18.47%) Data Analysis
7 26 (16.56%) Data Transformation
7 26 (16.56%) Data Visualisation
8 25 (15.92%) Data Governance
8 25 (15.92%) Data Integration
8 25 (15.92%) Decision-Making
8 25 (15.92%) Mentoring
9 24 (15.29%) Data Cleansing
9 24 (15.29%) Performance Tuning
10 23 (14.65%) Data Management
11 22 (14.01%) Data Pipeline
12 21 (13.38%) Agile
13 20 (12.74%) Actionable Insight
13 20 (12.74%) Migration
Programming Languages
1 105 (66.88%) SQL
2 67 (42.68%) Python
3 24 (15.29%) JavaScript
4 21 (13.38%) T-SQL
5 20 (12.74%) Java
6 14 (8.92%) C#
6 14 (8.92%) PowerShell
7 13 (8.28%) Perl
8 11 (7.01%) PL/SQL
9 9 (5.73%) R
10 7 (4.46%) C
11 4 (2.55%) Scala
11 4 (2.55%) VBA
12 2 (1.27%) Data Analysis Expressions
12 2 (1.27%) MATLAB
13 1 (0.64%) Go
13 1 (0.64%) Ruby
13 1 (0.64%) VB
Qualifications
1 31 (19.75%) Degree
2 9 (5.73%) DBS Check
3 5 (3.18%) Microsoft Certification
4 4 (2.55%) SC Cleared
4 4 (2.55%) Security Cleared
5 3 (1.91%) Computer Science Degree
5 3 (1.91%) DV Cleared
6 2 (1.27%) ECDL
6 2 (1.27%) MCP
6 2 (1.27%) SAP Certification
7 1 (0.64%) HNC
7 1 (0.64%) Master's Degree
Quality Assurance & Compliance
1 46 (29.30%) Data Quality
2 6 (3.82%) QA
3 5 (3.18%) Accessibility
4 3 (1.91%) GDPR
5 2 (1.27%) Actionable Recommendations
5 2 (1.27%) California Consumer Privacy Act
5 2 (1.27%) PMO
5 2 (1.27%) SNOMED CT
System Software
1 10 (6.37%) Active Directory
2 1 (0.64%) Docker
Systems Management
1 13 (8.28%) WMI
2 1 (0.64%) Grafana
2 1 (0.64%) Kubernetes
Vendors
1 47 (29.94%) Microsoft
2 37 (23.57%) Oracle
3 15 (9.55%) Databricks
4 13 (8.28%) Splunk
5 10 (6.37%) Adaptive Insights
5 10 (6.37%) Anaplan
5 10 (6.37%) Jedox
5 10 (6.37%) Tagetik
6 7 (4.46%) Informatica
7 6 (3.82%) Google
8 3 (1.91%) Alteryx
8 3 (1.91%) Embarcadero
8 3 (1.91%) SAP
9 2 (1.27%) Cadence
9 2 (1.27%) IFS
9 2 (1.27%) Salesforce
10 1 (0.64%) Denodo
10 1 (0.64%) Talend