Data Mining Job Trends

Data Mining
UK

The table below provides summary statistics and salary benchmarking for jobs requiring Data Mining skills. It covers permanent job vacancies from the 6 months leading up to 1 January 2026, with comparisons to the same periods in the previous two years.

6 months to
1 Jan 2026
Same period 2025 Same period 2024
Rank 466 557 588
Rank change year-on-year +91 +31 +143
Permanent jobs citing Data Mining 186 155 125
As % of all permanent jobs in the UK 0.31% 0.28% 0.24%
As % of the Database & Business Intelligence category 2.81% 1.57% 1.16%
Number of salaries quoted 164 53 49
10th Percentile - £39,750 £35,599
25th Percentile £35,000 £42,500 £40,000
Median annual salary (50th Percentile) £40,000 £56,000 £55,000
Median % change year-on-year -28.57% +1.82% -7.97%
75th Percentile £45,000 £65,700 £67,500
90th Percentile £57,500 £131,500 £90,500
UK excluding London median annual salary £40,000 £46,250 £46,250
% change year-on-year -13.51% - -15.73%

All Database & Business Intelligence Skills
UK

Data Mining falls under the Databases and Business Intelligence category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring database or business intelligence skills.

Permanent vacancies with a requirement for database or business intelligence skills 6,613 9,851 10,735
As % of all permanent jobs advertised in the UK 11.18% 17.84% 20.91%
Number of salaries quoted 4,191 5,574 8,290
10th Percentile £35,000 £37,500 £36,500
25th Percentile £42,500 £47,500 £46,250
Median annual salary (50th Percentile) £60,000 £62,779 £60,000
Median % change year-on-year -4.43% +4.63% -4.00%
75th Percentile £80,000 £85,000 £80,000
90th Percentile £100,000 £112,500 £95,000
UK excluding London median annual salary £52,500 £53,000 £55,000
% change year-on-year -0.94% -3.64% -

Data Mining
Job Vacancy Trend

Historical trend showing the proportion of permanent IT job postings citing Data Mining relative to all permanent IT jobs advertised.

Data Mining job vacancy trend in the UK

Data Mining
Salary Trend

Salary distribution trend for jobs in the UK citing Data Mining.

Salary distribution trend for jobs in the UK citing Data Mining

Data Mining
Salary Histogram

Salary distribution for jobs citing Data Mining over the 6 months to 1 January 2026.

Salary histogram for Data Mining in the UK

Data Mining
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 Mining within the UK over the 6 months to 1 January 2026. 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 +102 172 £40,000 -28.57% 134
UK excluding London +136 145 £40,000 -13.51% 129
North of England +79 63 £40,000 -15.79% 40
London -14 41 £40,000 -35.90% 35
North West +52 28 £40,000 - 20
Midlands +38 27 £40,000 -31.91% 24
Yorkshire +15 25 £40,000 -15.79% 17
Work from Home +50 21 £50,000 +2.56% 4
South East +16 21 £50,000 +17.65% 37
West Midlands +29 19 £40,000 -33.33% 13
East of England +29 13 £40,000 +25.00% 10
Scotland +12 12 £40,000 -11.11% 6
North East - 10 £40,000 - 5
East Midlands -1 8 £42,695 -4.06% 11
South West +12 7 £40,000 -8.57% 7
Wales - 2 £40,000 - 5

Data Mining
Co-Occurring Skills & Capabilities by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 6 (3.23%) Apache Spark
2 5 (2.69%) IIS
3 3 (1.61%) Microsoft Exchange
3 3 (1.61%) SharePoint
4 2 (1.08%) Apache
4 2 (1.08%) Apache Airflow
4 2 (1.08%) Apache Synapse
4 2 (1.08%) Jupyter
5 1 (0.54%) R Markdown
5 1 (0.54%) SAS
Applications
1 140 (75.27%) Microsoft Excel
2 6 (3.23%) Microsoft PowerPoint
3 3 (1.61%) Microsoft Office
Business Applications
1 2 (1.08%) Dynamics CRM
1 2 (1.08%) Lawson
1 2 (1.08%) NEC Housing
2 1 (0.54%) Oracle Payables
2 1 (0.54%) Oracle Receivables
Cloud Services
1 25 (13.44%) Azure
2 20 (10.75%) Power Platform
3 15 (8.06%) Snowflake
4 14 (7.53%) AWS
5 10 (5.38%) SaaS
6 8 (4.30%) Azure Cosmos DB
7 7 (3.76%) Azure Synapse Analytics
8 6 (3.23%) Azure Data Factory
9 3 (1.61%) Collibra
9 3 (1.61%) dbt
10 2 (1.08%) Amazon Kinesis
10 2 (1.08%) GCP
10 2 (1.08%) Stackdriver
11 1 (0.54%) Azure DevOps
11 1 (0.54%) Azure Stack
11 1 (0.54%) Cloud Computing
Communications & Networking
1 1 (0.54%) TCAP
Database & Business Intelligence
1 140 (75.27%) Tableau
2 28 (15.05%) Data Warehouse
3 20 (10.75%) Power BI
4 13 (6.99%) Data Lake
5 9 (4.84%) Azure SQL Database
5 9 (4.84%) SQL Server
6 8 (4.30%) Azure SQL Data Warehouse
6 8 (4.30%) Data Vault
6 8 (4.30%) Hadoop
7 7 (3.76%) Big Data
7 7 (3.76%) NoSQL
8 5 (2.69%) BusinessObjects
9 3 (1.61%) Metadata
9 3 (1.61%) SAP BW
9 3 (1.61%) SAP HANA
9 3 (1.61%) SQL Server Integration Services
10 2 (1.08%) Amazon Redshift
10 2 (1.08%) BigQuery
10 2 (1.08%) Looker
10 2 (1.08%) PowerPivot
Development Applications
1 3 (1.61%) ERwin
1 3 (1.61%) PowerDesigner
2 2 (1.08%) Jenkins
General
1 161 (86.56%) Analytical Skills
2 147 (79.03%) Finance
3 17 (9.14%) Social Skills
4 13 (6.99%) Retail
5 6 (3.23%) Banking
5 6 (3.23%) Pharmaceutical
6 5 (2.69%) Financial Institution
6 5 (2.69%) Marketing
7 4 (2.15%) International Banking
7 4 (2.15%) Public Sector
8 3 (1.61%) Presentation Skills
8 3 (1.61%) Publishing
8 3 (1.61%) Social Housing
9 2 (1.08%) Local Government
10 1 (0.54%) Brand Awareness
10 1 (0.54%) Organisational Skills
Job Titles
1 129 (69.35%) Trainee
2 128 (68.82%) Analyst
3 121 (65.05%) Data Analyst
4 116 (62.37%) Trainee Analyst
4 116 (62.37%) Trainee Data Analyst
5 20 (10.75%) Senior
6 10 (5.38%) Architect
7 9 (4.84%) Data Architect
8 8 (4.30%) Azure Architect
8 8 (4.30%) Azure Data Architect
8 8 (4.30%) Data Engineer
8 8 (4.30%) Senior Architect
8 8 (4.30%) Senior Data Architect
9 7 (3.76%) Business Intelligence Analyst
10 5 (2.69%) Data Science Manager
10 5 (2.69%) Senior Analyst
10 5 (2.69%) Senior Data Analyst
10 5 (2.69%) Senior Manager
11 4 (2.15%) Developer
12 3 (1.61%) Data Model Manager
Libraries, Frameworks & Software Standards
1 5 (2.69%) Play Framework
2 3 (1.61%) XML
3 2 (1.08%) Apache Beam
3 2 (1.08%) JSON
3 2 (1.08%) Kafka
4 1 (0.54%) Pandas
4 1 (0.54%) PySpark
4 1 (0.54%) REST
Miscellaneous
1 5 (2.69%) Algorithms
1 5 (2.69%) Distributed Systems
1 5 (2.69%) Onboarding
2 4 (2.15%) Credit Risk
2 4 (2.15%) Data Structures
2 4 (2.15%) Management Information System
2 4 (2.15%) Market Risk
3 3 (1.61%) Distributed Computing
3 3 (1.61%) Product Ownership
3 3 (1.61%) Reinsurance
4 2 (1.08%) ASIC
4 2 (1.08%) Derivative
4 2 (1.08%) Foreign Exchange (FX)
4 2 (1.08%) Legacy Systems
4 2 (1.08%) Mashup
4 2 (1.08%) OTC Derivatives
4 2 (1.08%) Team-Oriented Environment
5 1 (0.54%) DTCC
5 1 (0.54%) EPoS
5 1 (0.54%) Genomics
Operating Systems
1 4 (2.15%) Linux
2 3 (1.61%) Windows
2 3 (1.61%) Windows 10
2 3 (1.61%) Windows Server
Processes & Methodologies
1 145 (77.96%) Analytics
2 138 (74.19%) Data Analysis
3 130 (69.89%) Business Analysis
4 126 (67.74%) Data Analytics
5 122 (65.59%) Project Management
6 28 (15.05%) Data Modelling
7 26 (13.98%) Business Intelligence
7 26 (13.98%) Data Science
8 25 (13.44%) Machine Learning
9 22 (11.83%) AI
9 22 (11.83%) Mathematics
10 21 (11.29%) ETL
11 16 (8.60%) Visualisation
12 15 (8.06%) Actionable Insight
12 15 (8.06%) Data Cleansing
13 14 (7.53%) Decision-Making
13 14 (7.53%) Statistical Modelling
14 13 (6.99%) Computer Science
14 13 (6.99%) Data Management
15 12 (6.45%) Problem-Solving
Programming Languages
1 178 (95.70%) SQL
2 150 (80.65%) Python
3 13 (6.99%) R
4 7 (3.76%) Java
5 6 (3.23%) PowerShell
5 6 (3.23%) Scala
5 6 (3.23%) VBA
6 5 (2.69%) T-SQL
7 3 (1.61%) Data Analysis Expressions
8 1 (0.54%) JavaScript
8 1 (0.54%) MATLAB
Qualifications
1 20 (10.75%) Degree
2 13 (6.99%) Master's Degree
3 8 (4.30%) MBA
4 5 (2.69%) Computer Science Degree
5 3 (1.61%) DBS Check
5 3 (1.61%) PMI Certification
5 3 (1.61%) PMP
5 3 (1.61%) SAP Certification
5 3 (1.61%) Security Cleared
6 2 (1.08%) CFA
6 2 (1.08%) PhD
6 2 (1.08%) SC Cleared
7 1 (0.54%) Azure Certification
7 1 (0.54%) DV Cleared
7 1 (0.54%) Microsoft Certification
Quality Assurance & Compliance
1 8 (4.30%) Data Quality
2 5 (2.69%) Actionable Recommendations
3 3 (1.61%) Accessibility
4 2 (1.08%) EMIR
4 2 (1.08%) MiFID
5 1 (0.54%) GDPR
5 1 (0.54%) QA
System Software
1 3 (1.61%) Active Directory
1 3 (1.61%) VMware Infrastructure
1 3 (1.61%) vSphere
Systems Management
1 2 (1.08%) SCCM
1 2 (1.08%) SCOM
1 2 (1.08%) SCSM
1 2 (1.08%) Terraform
Vendors
1 143 (76.88%) Microsoft
2 18 (9.68%) Databricks
3 5 (2.69%) BT
3 5 (2.69%) SAP
4 4 (2.15%) Facebook
5 3 (1.61%) Civica
5 3 (1.61%) Northgate
5 3 (1.61%) Trend Micro
5 3 (1.61%) Veeam
5 3 (1.61%) VMware
6 2 (1.08%) Cognos
6 2 (1.08%) Google
6 2 (1.08%) JD Edwards
6 2 (1.08%) Oracle
7 1 (0.54%) Orchard