Period
to

The following table provides summary statistics for permanent job vacancies advertised in the North East 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 23 May 2022 with a comparison to the same period in the previous 2 years.

Data Mining
England > North East
6 months to
23 May 2022
Same period 2021 Same period 2020
Rank 109 82 85
Rank change year-on-year -27 +3 +16
Permanent jobs citing Data Mining 2 13 11
As % of all permanent jobs advertised in the North East 0.13% 1.15% 0.98%
As % of the Database & Business Intelligence category 0.76% 4.89% 3.69%
Number of salaries quoted 1 8 2
10th Percentile - - £53,875
25th Percentile £47,500 £32,500 £54,063
Median annual salary (50th Percentile) £50,000 £35,000 £58,750
Median % change year-on-year +42.86% -40.43% +83.59%
75th Percentile £52,500 £39,438 £64,063
90th Percentile - £40,375 £64,625
England median annual salary £62,500 £50,000 £55,000
% change year-on-year +25.00% -9.09% -4.35%

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 the North East with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
North East
Permanent vacancies with a requirement for database or business intelligence skills 264 266 298
As % of all permanent IT jobs advertised in the North East 17.71% 23.44% 26.61%
Number of salaries quoted 220 242 231
10th Percentile £32,500 £30,750 £26,250
25th Percentile £34,500 £33,750 £34,688
Median annual salary (50th Percentile) £40,000 £43,750 £42,500
Median % change year-on-year -8.57% +2.94% -1.16%
75th Percentile £50,000 £55,000 £48,750
90th Percentile £72,625 £65,000 £57,500
England median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - +4.76%

Data Mining
Job Vacancy Trend in the North East

Job postings citing Data Mining as a proportion of all IT jobs advertised in the North East.

Job vacancy trend for Data Mining in the North East

Data Mining
Salary Trend in the North East

3-month moving average salary quoted in jobs citing Data Mining in the North East.

Salary trend for Data Mining in the North East

Data Mining
Job Locations in the North East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Mining within the North East region over the 6 months to 23 May 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
Tyne and Wear -14 2 £50,000 +42.86%
Data Mining
England

For the 6 months to 23 May 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 North East region with a requirement for Data Mining.

1 2 (100.00%) Degree
1 2 (100.00%) Python
1 2 (100.00%) SQL
1 2 (100.00%) Data Science
2 1 (50.00%) Decision-Making
2 1 (50.00%) Police
2 1 (50.00%) Social Skills
2 1 (50.00%) Metadata
2 1 (50.00%) T-SQL
2 1 (50.00%) Oracle
2 1 (50.00%) SQL Server
2 1 (50.00%) HND
2 1 (50.00%) Data Warehouse
2 1 (50.00%) E-Commerce
2 1 (50.00%) ETL
2 1 (50.00%) Business Intelligence
2 1 (50.00%) Quality Management
2 1 (50.00%) ITSM
2 1 (50.00%) Data Management
2 1 (50.00%) Data Analysis
2 1 (50.00%) SQL Server Integration Services
2 1 (50.00%) Statistics
2 1 (50.00%) Marketing
2 1 (50.00%) JSON
2 1 (50.00%) Mathematics
2 1 (50.00%) Computer Science
2 1 (50.00%) Reference Data
2 1 (50.00%) Data Integration
2 1 (50.00%) Azure
2 1 (50.00%) Predictive Modelling

Data Mining
Co-occurring IT Skills in the North East 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 1 (50.00%) Apache Spark
Cloud Services
1 1 (50.00%) Azure
Database & Business Intelligence
1 1 (50.00%) Data Lake
1 1 (50.00%) Data Warehouse
1 1 (50.00%) Metadata
1 1 (50.00%) NoSQL
1 1 (50.00%) Oracle ODI
1 1 (50.00%) SQL Server
1 1 (50.00%) SQL Server Integration Services
General
1 1 (50.00%) Marketing
1 1 (50.00%) Police
1 1 (50.00%) Social Skills
Job Titles
1 1 (50.00%) Data Engineer
1 1 (50.00%) Data Scientist
1 1 (50.00%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 1 (50.00%) JSON
Miscellaneous
1 1 (50.00%) Algorithms
1 1 (50.00%) Data Structures
1 1 (50.00%) Reference Data
Processes & Methodologies
1 2 (100.00%) Data Science
2 1 (50.00%) Business Intelligence
2 1 (50.00%) Change Data Capture
2 1 (50.00%) Computer Science
2 1 (50.00%) Data Integration
2 1 (50.00%) Data Management
2 1 (50.00%) Data Strategy
2 1 (50.00%) Decision-Making
2 1 (50.00%) E-Commerce
2 1 (50.00%) ETL
2 1 (50.00%) ITSM
2 1 (50.00%) Machine Learning
2 1 (50.00%) Master Data Management
2 1 (50.00%) Mathematics
2 1 (50.00%) Metadata Management
2 1 (50.00%) Predictive Modelling
2 1 (50.00%) Quality Management
2 1 (50.00%) Reference Data Management
2 1 (50.00%) Regulatory Compliance
2 1 (50.00%) Translating Business Requirements
Programming Languages
1 2 (100.00%) Python
1 2 (100.00%) SQL
2 1 (50.00%) PL/SQL
2 1 (50.00%) T-SQL
Qualifications
1 2 (100.00%) Degree
2 1 (50.00%) HND
Quality Assurance & Compliance
1 1 (50.00%) Data Quality
Vendors
1 1 (50.00%) Databricks
1 1 (50.00%) Oracle