Period
to 17 November 2017

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 17 November 2017 with a comparison to the same period in the previous 2 years.

Data Mining
England > North East
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 100 117 122
Rank change year-on-year +17 +5 -
Permanent jobs citing Data Mining 6 1 1
As % of all permanent IT jobs advertised in the North East 0.44% 0.066% 0.064%
As % of the Database & Business Intelligence category 1.35% 0.21% 0.18%
Number of salaries quoted 6 1 1
North East median annual salary £31,500 £30,000 £26,000
Median salary % change year-on-year +5.00% +15.38% -
10th Percentile £28,500 £29,000 £25,500
90th Percentile £56,129 £31,000 £26,500
England median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - +5.26%

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 443 466 568
As % of all permanent IT jobs advertised in the North East 32.55% 30.78% 36.13%
Number of salaries quoted 399 399 495
North East median annual salary £38,500 £40,000 £37,500
Median salary % change year-on-year -3.75% +6.67% +7.14%
10th Percentile £26,250 £27,500 £26,250
90th Percentile £57,500 £52,500 £50,000
England median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

Data Mining
Job Vacancy Trend in the North East

Job postings citing Data Mining as a percentage 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

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Mining in the North East.

Salary trend for Data Mining in the North East

Data Mining
Salary Histogram in the North East

The salary distribution of IT jobs citing Data Mining in the North East over the 6 months to 17 November 2017.

Salary histogram 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 17 November 2017. 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
Job
Vacancies
Tyne and Wear +17 5 £30,000 -
Durham - 1 £40,000 -
Data Mining
England

For the 6 months to 17 November 2017, IT jobs citing Data Mining also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the North East region with a requirement for Data Mining.

1 6 (100.00%) Analytical Skills
2 3 (50.00%) SQL Server
2 3 (50.00%) Business Intelligence
2 3 (50.00%) Microsoft
3 2 (33.33%) SAS
3 2 (33.33%) Microsoft Excel
3 2 (33.33%) Finance
3 2 (33.33%) Advertising
3 2 (33.33%) Validation
3 2 (33.33%) Stakeholder Management
3 2 (33.33%) Data Management
3 2 (33.33%) Data Analysis
3 2 (33.33%) Analytics
3 2 (33.33%) Performance Analysis
3 2 (33.33%) Data Entry
4 1 (16.67%) Information Architecture
4 1 (16.67%) SharePoint 2010
4 1 (16.67%) NoSQL
4 1 (16.67%) Business Intelligence Development Studio
4 1 (16.67%) Big Data
4 1 (16.67%) SQL Server 2012
4 1 (16.67%) Windows Server 2012
4 1 (16.67%) SSDT
4 1 (16.67%) Line Management
4 1 (16.67%) SharePoint 2013
4 1 (16.67%) Algorithms
4 1 (16.67%) Power BI
4 1 (16.67%) SQL Server 2014
4 1 (16.67%) Case Management
4 1 (16.67%) Geospatial Data

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 2 (33.33%) SAS
2 1 (16.67%) SharePoint
2 1 (16.67%) SharePoint 2010
2 1 (16.67%) SharePoint 2013
Applications
1 2 (33.33%) Microsoft Excel
Database & Business Intelligence
1 3 (50.00%) SQL Server
2 1 (16.67%) Big Data
2 1 (16.67%) Business Intelligence Development Studio
2 1 (16.67%) Data Warehouse
2 1 (16.67%) Geospatial Data
2 1 (16.67%) Microsoft Analysis Services
2 1 (16.67%) NoSQL
2 1 (16.67%) OLAP
2 1 (16.67%) Power BI
2 1 (16.67%) SQL Server 2005
2 1 (16.67%) SQL Server 2008
2 1 (16.67%) SQL Server 2012
2 1 (16.67%) SQL Server 2014
2 1 (16.67%) SQL Server Analysis Services
2 1 (16.67%) SQL Server Integration Services
2 1 (16.67%) SQL Server Reporting Services
2 1 (16.67%) SSDT
Development Applications
1 1 (16.67%) Team Foundation Server
General
1 2 (33.33%) Advertising
1 2 (33.33%) Finance
Job Titles
1 2 (33.33%) Analyst
1 2 (33.33%) Data Analyst
2 1 (16.67%) Architect
2 1 (16.67%) Business Intelligence Developer
2 1 (16.67%) Data Architect
2 1 (16.67%) Data Scientist
2 1 (16.67%) Developer
Miscellaneous
1 6 (100.00%) Analytical Skills
2 1 (16.67%) Algorithms
Operating Systems
1 1 (16.67%) Windows
1 1 (16.67%) Windows Server 2012
Processes & Methodologies
1 3 (50.00%) Business Intelligence
2 2 (33.33%) Analytics
2 2 (33.33%) Data Analysis
2 2 (33.33%) Data Entry
2 2 (33.33%) Data Management
2 2 (33.33%) Performance Analysis
2 2 (33.33%) Stakeholder Management
2 2 (33.33%) Validation
3 1 (16.67%) Agile Software Development
3 1 (16.67%) Business Analysis
3 1 (16.67%) Case Management
3 1 (16.67%) Data Architecture
3 1 (16.67%) Data Strategy
3 1 (16.67%) Dimensional Modelling
3 1 (16.67%) Information Architecture
3 1 (16.67%) Line Management
3 1 (16.67%) Project Management
3 1 (16.67%) Resource Management
3 1 (16.67%) Software Engineering
3 1 (16.67%) TOGAF
Programming Languages
1 1 (16.67%) SQL
Vendors
1 3 (50.00%) Microsoft