Period
to

The following table provides summary statistics for permanent job vacancies advertised in Yorkshire with a requirement for Data Mining skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Mining over the 6 months to 30 June 2022 with a comparison to the same period in the previous 2 years.

Data Mining
England > Yorkshire
6 months to
30 Jun 2022
Same period 2021 Same period 2020
Rank 276 227 183
Rank change year-on-year -49 -44 +113
Permanent jobs citing Data Mining 18 13 6
As % of all permanent jobs advertised in Yorkshire 0.23% 0.23% 0.15%
As % of the Database & Business Intelligence category 1.10% 0.85% 0.57%
Number of salaries quoted 10 12 4
10th Percentile £46,250 £32,625 -
25th Percentile £47,447 £33,938 £46,000
Median annual salary (50th Percentile) £50,238 £45,000 £50,500
Median % change year-on-year +11.64% -10.89% +31.17%
75th Percentile £53,029 £49,375 £57,188
90th Percentile £86,500 £67,000 £61,125
England median annual salary £60,000 £51,500 £57,500
% change year-on-year +16.50% -10.43% +9.52%

Data Mining is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Yorkshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Yorkshire
Permanent vacancies with a requirement for database or business intelligence skills 1,633 1,530 1,058
As % of all permanent IT jobs advertised in Yorkshire 21.29% 26.55% 26.11%
Number of salaries quoted 990 1,247 931
10th Percentile £31,250 £30,000 £30,500
25th Percentile £40,000 £36,750 £35,000
Median annual salary (50th Percentile) £52,000 £47,500 £45,000
Median % change year-on-year +9.47% +5.56% +5.88%
75th Percentile £65,000 £60,000 £57,500
90th Percentile £80,025 £68,750 £65,000
England median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - +4.76%

Data Mining
Job Vacancy Trend in Yorkshire

Job postings citing Data Mining as a proportion of all IT jobs advertised in Yorkshire.

Job vacancy trend for Data Mining in Yorkshire

Data Mining
Salary Trend in Yorkshire

3-month moving average salary quoted in jobs citing Data Mining in Yorkshire.

Salary trend for Data Mining in Yorkshire

Data Mining
Salary Histogram in Yorkshire

Salary distribution for jobs citing Data Mining in Yorkshire over the 6 months to 30 June 2022.

Salary histogram for Data Mining in Yorkshire

Data Mining
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Mining within the Yorkshire region over the 6 months to 30 June 2022. 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
West Yorkshire -47 11 £50,238 +8.62% 2
North Yorkshire -19 4 £48,750 +8.33%
South Yorkshire -6 2 - - 1
Data Mining
England

For the 6 months to 30 June 2022, IT jobs citing Data Mining also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Yorkshire region with a requirement for Data Mining.

1 9 (50.00%) SQL
2 7 (38.89%) Data Warehouse
2 7 (38.89%) Agile
2 7 (38.89%) Analytics
3 6 (33.33%) Finance
3 6 (33.33%) Business Intelligence
3 6 (33.33%) Microsoft
3 6 (33.33%) Python
3 6 (33.33%) Decision-Making
4 5 (27.78%) Problem-Solving
4 5 (27.78%) Data Modelling
4 5 (27.78%) Analytical Skills
4 5 (27.78%) Data Quality
4 5 (27.78%) Big Data
5 4 (22.22%) Machine Learning
5 4 (22.22%) Performance Management
5 4 (22.22%) Credit Risk
5 4 (22.22%) Line Management
5 4 (22.22%) Performance Metrics
5 4 (22.22%) SAS
5 4 (22.22%) Project Management
5 4 (22.22%) MS Visio
5 4 (22.22%) Linux
5 4 (22.22%) Java
5 4 (22.22%) SQL Server
5 4 (22.22%) Banking
5 4 (22.22%) Degree
5 4 (22.22%) Scorecard
5 4 (22.22%) Analytical Thinking
5 4 (22.22%) Presentation Skills

Data Mining
Co-occurring IT Skills in Yorkshire by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 4 (22.22%) SAS
2 3 (16.67%) Apache Spark
2 3 (16.67%) Confluence
3 2 (11.11%) Apache Pig
Applications
1 4 (22.22%) MS Visio
Cloud Services
1 3 (16.67%) Azure
2 1 (5.56%) Amazon Kinesis
2 1 (5.56%) AWS
2 1 (5.56%) Azure Data Factory
2 1 (5.56%) Azure DevOps
2 1 (5.56%) GCP
2 1 (5.56%) PaaS
2 1 (5.56%) Power Platform
2 1 (5.56%) SaaS
Database & Business Intelligence
1 7 (38.89%) Data Warehouse
2 5 (27.78%) Big Data
3 4 (22.22%) SQL Server
4 3 (16.67%) Data Lake
5 2 (11.11%) Apache Cassandra
5 2 (11.11%) Apache Hive
5 2 (11.11%) Enterprise Data Warehouse
5 2 (11.11%) Hadoop
5 2 (11.11%) HBase
5 2 (11.11%) Metadata
5 2 (11.11%) MongoDB
5 2 (11.11%) NoSQL
5 2 (11.11%) Redis
6 1 (5.56%) Amazon Aurora
6 1 (5.56%) MySQL
6 1 (5.56%) PostgreSQL
6 1 (5.56%) Power BI
6 1 (5.56%) Relational Database
6 1 (5.56%) Tableau
Development Applications
1 3 (16.67%) Git (software)
1 3 (16.67%) JIRA
2 2 (11.11%) Atlassian Bamboo
2 2 (11.11%) Jenkins
General
1 6 (33.33%) Finance
2 5 (27.78%) Analytical Skills
3 4 (22.22%) Banking
3 4 (22.22%) Presentation Skills
4 2 (11.11%) Law
4 2 (11.11%) Marketing
4 2 (11.11%) Social Skills
Job Titles
1 7 (38.89%) Analyst
2 4 (22.22%) Analytics Manager
2 4 (22.22%) Business Analyst
2 4 (22.22%) Strategy Manager
3 3 (16.67%) Architect
3 3 (16.67%) Data Analyst
3 3 (16.67%) Data Architect
3 3 (16.67%) Data Scientist
3 3 (16.67%) Senior Analyst
3 3 (16.67%) Senior Data Analyst
4 2 (11.11%) Azure Architect
4 2 (11.11%) Data Business Analyst
4 2 (11.11%) Senior Data Scientist
5 1 (5.56%) Business Consultant
5 1 (5.56%) Business IT Analyst
5 1 (5.56%) Cloud Architect
5 1 (5.56%) Hadoop Architect
5 1 (5.56%) IT Analyst
5 1 (5.56%) Senior Business Consultant
5 1 (5.56%) Senior Cloud Architect
Libraries, Frameworks & Software Standards
1 3 (16.67%) Kafka
2 2 (11.11%) Matplotlib
2 2 (11.11%) NumPy
2 2 (11.11%) Pandas
2 2 (11.11%) RESTful
2 2 (11.11%) scikit-learn
3 1 (5.56%) Flask
3 1 (5.56%) React
3 1 (5.56%) Web Services
Miscellaneous
1 4 (22.22%) Credit Risk
2 3 (16.67%) Algorithms
3 2 (11.11%) Linux Command Line
3 2 (11.11%) Smartphone
4 1 (5.56%) Data Structures
Operating Systems
1 4 (22.22%) Linux
2 2 (11.11%) Unix
Processes & Methodologies
1 7 (38.89%) Agile
1 7 (38.89%) Analytics
2 6 (33.33%) Business Intelligence
2 6 (33.33%) Decision-Making
3 5 (27.78%) Data Modelling
3 5 (27.78%) Problem-Solving
4 4 (22.22%) Analytical Thinking
4 4 (22.22%) Data Science
4 4 (22.22%) Line Management
4 4 (22.22%) Machine Learning
4 4 (22.22%) Performance Management
4 4 (22.22%) Performance Metrics
4 4 (22.22%) Project Management
4 4 (22.22%) Scorecard
5 3 (16.67%) Business Analysis
5 3 (16.67%) CI/CD
5 3 (16.67%) Data Pipeline
5 3 (16.67%) ETL
5 3 (16.67%) Matrix Organization
5 3 (16.67%) Stakeholder Engagement
Programming Languages
1 9 (50.00%) SQL
2 6 (33.33%) Python
3 4 (22.22%) Java
4 2 (11.11%) JavaScript
5 1 (5.56%) C#
5 1 (5.56%) R
Qualifications
1 4 (22.22%) Degree
2 3 (16.67%) ISEB
3 1 (5.56%) Computer Science Degree
3 1 (5.56%) Master's Degree
3 1 (5.56%) MBA
Quality Assurance & Compliance
1 5 (27.78%) Data Quality
2 2 (11.11%) QA
System Software
1 2 (11.11%) Apache Flume
1 2 (11.11%) Apache ZooKeeper
Vendors
1 6 (33.33%) Microsoft
2 2 (11.11%) Hortonworks
2 2 (11.11%) Informatica
2 2 (11.11%) Oracle
3 1 (5.56%) Databricks