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

6 months to
26 Feb 2024
Same period 2023 Same period 2022
Rank 673 862 834
Rank change year-on-year +189 -28 -154
Permanent jobs citing Data Extraction 149 139 330
As % of all permanent jobs advertised in the UK 0.19% 0.13% 0.23%
As % of the Processes & Methodologies category 0.21% 0.13% 0.25%
Number of salaries quoted 112 91 207
10th Percentile £38,550 £30,000 £34,000
25th Percentile £47,500 £38,500 £42,500
Median annual salary (50th Percentile) £60,000 £50,238 £52,500
Median % change year-on-year +19.43% -4.31% +10.53%
75th Percentile £73,500 £65,000 £63,125
90th Percentile £80,000 £76,250 £79,250
UK excluding London median annual salary £60,000 £50,000 £46,865
% change year-on-year +20.00% +6.69% +20.17%

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 69,311 105,505 133,610
As % of all permanent jobs advertised in the UK 88.77% 95.55% 95.13%
Number of salaries quoted 51,446 63,554 81,288
10th Percentile £29,500 £34,591 £32,750
25th Percentile £40,000 £45,750 £43,750
Median annual salary (50th Percentile) £55,000 £62,500 £60,000
Median % change year-on-year -12.00% +4.17% +9.09%
75th Percentile £75,000 £82,500 £78,750
90th Percentile £95,000 £100,000 £96,250
UK excluding London median annual salary £50,000 £55,000 £51,500
% change year-on-year -9.09% +6.80% +7.29%

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 February 2024.

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 26 February 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 +236 145 £60,000 +19.43% 63
UK excluding London +127 100 £60,000 +20.00% 37
Work from Home +169 74 £64,000 +38.38% 24
London +154 42 £72,000 +20.00% 25
North of England +116 35 £60,000 +26.32% 13
South East +80 29 £60,000 +13.21% 8
Midlands +78 19 £50,000 +3.09% 10
North West +60 18 £53,750 +13.16% 6
West Midlands +82 15 £50,000 +5.82% 6
North East +14 12 £82,500 +120.00% 5
South West +5 11 £42,450 -15.50% 5
Yorkshire +105 5 £52,500 +5.00% 2
East of England +48 4 £35,640 -6.82% 4
East Midlands +18 4 - - 4
Scotland -27 2 £53,750 +6.99% 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 14 (9.40%) Apache Airflow
2 10 (6.71%) IIS
3 6 (4.03%) Apache Spark
4 3 (2.01%) ArcGIS
4 3 (2.01%) SharePoint
5 2 (1.34%) Apache
5 2 (1.34%) SAS
Applications
1 9 (6.04%) Microsoft Office
2 5 (3.36%) Microsoft Excel
3 1 (0.67%) Microsoft PowerPoint
3 1 (0.67%) Microsoft Project
3 1 (0.67%) Oracle Smart View
3 1 (0.67%) SPSS
Business Applications
1 2 (1.34%) iTrent
1 2 (1.34%) SAP CS
2 1 (0.67%) Oracle ERP
2 1 (0.67%) Oracle Financials
Cloud Services
1 36 (24.16%) Power Platform
2 33 (22.15%) AWS
3 31 (20.81%) Azure
4 16 (10.74%) Amazon S3
5 14 (9.40%) dbt
6 13 (8.72%) SaaS
7 12 (8.05%) Amazon Kinesis
8 5 (3.36%) Azure Data Factory
8 5 (3.36%) Azure Synapse Analytics
9 4 (2.68%) Snowflake
10 3 (2.01%) GCP
11 2 (1.34%) Matillion
11 2 (1.34%) PowerApps
12 1 (0.67%) AWS CodeBuild
12 1 (0.67%) AWS CodeCommit
12 1 (0.67%) AWS CodePipeline
12 1 (0.67%) AWS Step Functions
12 1 (0.67%) Google Sheets
12 1 (0.67%) OCI
12 1 (0.67%) Serverless
Communications & Networking
1 12 (8.05%) SNMP
1 12 (8.05%) SSH
1 12 (8.05%) TCP/IP
2 10 (6.71%) DHCP
2 10 (6.71%) DNS
3 1 (0.67%) Intranet
3 1 (0.67%) LAN
3 1 (0.67%) SMS
3 1 (0.67%) WAN
Database & Business Intelligence
1 32 (21.48%) Power BI
2 29 (19.46%) SQL Server
3 28 (18.79%) Data Warehouse
4 21 (14.09%) Relational Database
5 16 (10.74%) Data Mining
6 15 (10.07%) Data Lake
6 15 (10.07%) Oracle Database
7 14 (9.40%) SQL Server Integration Services
8 13 (8.72%) Amazon Redshift
9 12 (8.05%) MySQL
9 12 (8.05%) PostgreSQL
10 11 (7.38%) Big Data
11 10 (6.71%) Oracle Reports
12 9 (6.04%) Tableau
13 5 (3.36%) RDBMS
14 4 (2.68%) Hadoop
15 3 (2.01%) Geospatial Data
15 3 (2.01%) GIS
15 3 (2.01%) SQL Server Reporting Services
16 2 (1.34%) Tableau Server
Development Applications
1 12 (8.05%) Eclipse
2 6 (4.03%) Git
2 6 (4.03%) JIRA
3 5 (3.36%) git-flow
4 1 (0.67%) SQL Server Management Studio (SSMS)
General
1 57 (38.26%) Social Skills
2 24 (16.11%) Analytical Skills
2 24 (16.11%) Finance
3 16 (10.74%) Inclusion and Diversity
4 15 (10.07%) Law
4 15 (10.07%) Retail
5 13 (8.72%) Games
6 7 (4.70%) Legal
7 6 (4.03%) Automotive
7 6 (4.03%) Public Sector
8 5 (3.36%) Marketing
8 5 (3.36%) Presentation Skills
9 4 (2.68%) Financial Institution
9 4 (2.68%) Local Government
10 3 (2.01%) Advertising
10 3 (2.01%) Police
11 2 (1.34%) Organisational Skills
11 2 (1.34%) Publishing
12 1 (0.67%) Banking
12 1 (0.67%) Multimedia
Job Titles
1 35 (23.49%) Analyst
2 31 (20.81%) Data Engineer
3 28 (18.79%) Senior
4 25 (16.78%) Developer
5 22 (14.77%) Data Analyst
6 14 (9.40%) AWS Data Engineer
6 14 (9.40%) AWS Engineer
7 13 (8.72%) Lead
8 12 (8.05%) Consultant
8 12 (8.05%) Senior Support Engineer
8 12 (8.05%) Senior Technical Engineer
8 12 (8.05%) Senior Technical Support
8 12 (8.05%) Senior Technical Support Engineer
8 12 (8.05%) Support Engineer
8 12 (8.05%) Technical Engineer
8 12 (8.05%) Technical Support
8 12 (8.05%) Technical Support Engineer
9 10 (6.71%) Business Intelligence Consultant
9 10 (6.71%) Data Scientist
9 10 (6.71%) Technical Consultant
Libraries, Frameworks & Software Standards
1 17 (11.41%) XML
2 13 (8.72%) REST
3 12 (8.05%) Ajax
3 12 (8.05%) AngularJS
3 12 (8.05%) CSS
3 12 (8.05%) HTML
3 12 (8.05%) JDBC
3 12 (8.05%) ODBC
3 12 (8.05%) SOAP
3 12 (8.05%) Web Services
3 12 (8.05%) XHTML
4 9 (6.04%) Oracle Fusion
5 6 (4.03%) EDI
6 5 (3.36%) JSON
7 4 (2.68%) Pandas
8 2 (1.34%) NumPy
9 1 (0.67%) Kafka
9 1 (0.67%) PyTorch
9 1 (0.67%) scikit-learn
9 1 (0.67%) TensorFlow
Miscellaneous
1 14 (9.40%) Management Information System
2 12 (8.05%) Client/Server
2 12 (8.05%) CMDB
2 12 (8.05%) Online Games
3 10 (6.71%) Algorithms
4 5 (3.36%) Data Structures
4 5 (3.36%) Enterprise Cloud
5 4 (2.68%) Data Protection Act
5 4 (2.68%) Reinsurance
6 3 (2.01%) Analytical Mindset
6 3 (2.01%) Freedom of Information
6 3 (2.01%) Freedom of Information Act
6 3 (2.01%) Legacy Systems
7 2 (1.34%) NHS
7 2 (1.34%) Tandem
8 1 (0.67%) Clustering
8 1 (0.67%) Digital Media
8 1 (0.67%) LIMS
8 1 (0.67%) Social Media
8 1 (0.67%) Video Conferencing
Operating Systems
1 13 (8.72%) Linux
1 13 (8.72%) Windows
2 12 (8.05%) Unix
Processes & Methodologies
1 61 (40.94%) ETL
2 60 (40.27%) Business Intelligence
3 39 (26.17%) Data Modelling
4 35 (23.49%) Analytics
5 27 (18.12%) Data Engineering
6 26 (17.45%) Mentoring
7 24 (16.11%) Data Management
8 23 (15.44%) Performance Tuning
9 22 (14.77%) Data Analysis
10 21 (14.09%) Data Integration
10 21 (14.09%) Problem-Solving
11 18 (12.08%) Visualisation
12 17 (11.41%) Actionable Insight
12 17 (11.41%) Data Science
13 16 (10.74%) Data Cleansing
13 16 (10.74%) Decision-Making
14 15 (10.07%) Data Ingestion
14 15 (10.07%) Machine Learning
15 14 (9.40%) Data Pipeline
15 14 (9.40%) Data Visualisation
Programming Languages
1 84 (56.38%) SQL
2 61 (40.94%) Python
3 22 (14.77%) JavaScript
4 16 (10.74%) T-SQL
5 15 (10.07%) Java
6 12 (8.05%) Perl
6 12 (8.05%) PL/SQL
6 12 (8.05%) PowerShell
7 7 (4.70%) C#
8 5 (3.36%) Gremlin
8 5 (3.36%) SPARQL
9 3 (2.01%) C
9 3 (2.01%) R
9 3 (2.01%) Scala
10 1 (0.67%) MATLAB
10 1 (0.67%) PHP
10 1 (0.67%) VB
10 1 (0.67%) VBA
Qualifications
1 27 (18.12%) Degree
2 6 (4.03%) Security Cleared
3 5 (3.36%) Master's Degree
3 5 (3.36%) PhD
3 5 (3.36%) SC Cleared
4 3 (2.01%) DV Cleared
5 2 (1.34%) ECDL
5 2 (1.34%) MCP
5 2 (1.34%) Microsoft Certification
6 1 (0.67%) Azure Certification
6 1 (0.67%) BPSS Clearance
6 1 (0.67%) CISM
6 1 (0.67%) Computer Science Degree
6 1 (0.67%) DBS Check
6 1 (0.67%) HNC
Quality Assurance & Compliance
1 36 (24.16%) Data Quality
2 3 (2.01%) Accessibility
3 2 (1.34%) PMO
3 2 (1.34%) QA
4 1 (0.67%) SNOMED CT
System Software
1 10 (6.71%) Active Directory
Systems Management
1 12 (8.05%) WMI
Vendors
1 38 (25.50%) Oracle
2 34 (22.82%) Microsoft
3 12 (8.05%) Splunk
4 10 (6.71%) Adaptive Insights
4 10 (6.71%) Anaplan
4 10 (6.71%) Databricks
4 10 (6.71%) Jedox
4 10 (6.71%) Tagetik
5 5 (3.36%) Google
5 5 (3.36%) Informatica
6 3 (2.01%) ESRI
7 2 (1.34%) Cadence
7 2 (1.34%) SAP
8 1 (0.67%) IFS
8 1 (0.67%) RapidMiner