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 3 months to 26 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
26 Mar 2017
Same period 2016 Same period 2015
Data Mining
England / Yorkshire
Rank 212 221 229
Rank change year-on-year +9 +8  
Permanent jobs citing Data Mining 25 30 39
As % of all permanent IT jobs advertised in Yorkshire 0.47% 0.46% 0.53%
As % of the Database & Business Intelligence category 1.43% 1.37% 1.66%
Number of salaries quoted 25 22 38
Median salary £50,000 £40,000 £31,000
Median salary % change year-on-year +25.00% +29.03%  
90% offered a salary of more than £37,600 £32,500 £23,350
10% offered a salary of more than £55,000 £40,000 £43,000
UK excluding London median salary £46,000 £41,000 £40,000
% change year-on-year +12.19% +2.50%  

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

Database & Business Intelligence Skills
Yorkshire
Permanent job vacancies with a requirement for database and business intelligence skills 1749 2196 2351
As % of all permanent IT job vacancies advertised in Yorkshire 33.05% 33.76% 31.66%
Number of salaries quoted 1518 1807 1990
Median salary £40,500 £40,000 £38,000
Median salary % change year-on-year +1.25% +5.26%  
90% offered a salary of more than £30,000 £30,000 £28,500
10% offered a salary of more than £55,000 £50,000 £55,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

Data Mining
Job Vacancy Trend in Yorkshire

The job posting trend of jobs advertised in Yorkshire citing Data Mining as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for Data Mining in Yorkshire

Data Mining
Salary Trend in Yorkshire

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

Salary trend for Data Mining in Yorkshire

Data Mining
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing Data Mining in Yorkshire over the 3 months to 26 March 2017.

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 3 months to 26 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
West Yorkshire +12 14 £42,500 +6.25% 4
North Yorkshire - 11 £50,000 -
Data Mining
England

Data Mining
Top 30 Related IT Skills in Yorkshire

For the 6 months to 26 March 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 Yorkshire region with a requirement for Data Mining.

1 19 (63.33%) MS Excel
2 17 (56.67%) SQL
3 16 (53.33%) Finance
4 12 (40.00%) Business Intelligence
4 12 (40.00%) Data Modelling
5 11 (36.67%) SQL Server
6 10 (33.33%) GAP Analysis
6 10 (33.33%) Analytics
7 9 (30.00%) Scrum
7 9 (30.00%) Agile Software Development
7 9 (30.00%) Use Case
8 8 (26.67%) Microsoft
8 8 (26.67%) Data Warehouse
8 8 (26.67%) MS Visio
8 8 (26.67%) Analytical Skills
8 8 (26.67%) Wireframes
9 6 (20.00%) BusinessObjects
9 6 (20.00%) SQL Server Analysis Services
9 6 (20.00%) SQL Server Integration Services
9 6 (20.00%) Tableau
9 6 (20.00%) Data Analytics
10 5 (16.67%) SQL Server Reporting Services
10 5 (16.67%) Marketing
10 5 (16.67%) VBA
10 5 (16.67%) SAS
11 4 (13.33%) ETL
11 4 (13.33%) T-SQL
11 4 (13.33%) MS Access
11 4 (13.33%) SPSS
11 4 (13.33%) Multivariate Analysis

Data Mining
Top Related 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 5 (16.67%) SAS
2 1 (3.33%) Apache Spark
Applications
1 19 (63.33%) MS Excel
2 8 (26.67%) MS Visio
3 4 (13.33%) SPSS
4 3 (10.00%) MS PowerPoint
5 2 (6.67%) MS Office
Cloud Services
1 1 (3.33%) Amazon EC2
Database & Business Intelligence
1 11 (36.67%) SQL Server
2 8 (26.67%) Data Warehouse
3 6 (20.00%) BusinessObjects
3 6 (20.00%) SQL Server Analysis Services
3 6 (20.00%) SQL Server Integration Services
4 5 (16.67%) SQL Server Reporting Services
5 4 (13.33%) MS Access
6 3 (10.00%) Big Data
7 2 (6.67%) Power BI
7 2 (6.67%) Relational Database
7 2 (6.67%) SQL Server 2016
8 1 (3.33%) Hadoop
8 1 (3.33%) Qlik Sense
8 1 (3.33%) QlikView
8 1 (3.33%) SQL Server 2014
8 1 (3.33%) Text Mining
Development Applications
1 2 (6.67%) Balsamiq Mockups
2 1 (3.33%) Git (software)
2 1 (3.33%) JIRA
General
1 16 (53.33%) Finance
2 5 (16.67%) Marketing
3 3 (10.00%) Legal
4 2 (6.67%) Back Office
Job Titles
1 14 (46.67%) Analyst
2 9 (30.00%) Business Analyst
3 7 (23.33%) Developer
4 6 (20.00%) Data Scientist
5 5 (16.67%) Business Intelligence Developer
6 4 (13.33%) Business IT Analyst
6 4 (13.33%) IT Analyst
6 4 (13.33%) IT Business Analyst
7 3 (10.00%) CRM Analyst
7 3 (10.00%) Data Warehouse Developer
8 2 (6.67%) Marketing Analyst
8 2 (6.67%) Senior Analyst
9 1 (3.33%) Business Consultant
9 1 (3.33%) Compliance Manager
9 1 (3.33%) Data Modeller
9 1 (3.33%) Excel Analyst
9 1 (3.33%) Senior Data Modeller
9 1 (3.33%) Senior Data Scientist
9 1 (3.33%) Senior Data Warehouse Developer
9 1 (3.33%) Senior Reporting Analyst
Miscellaneous
1 8 (26.67%) Analytical Skills
2 2 (6.67%) Computer Science
2 2 (6.67%) Fintech
2 2 (6.67%) Management Information System
3 1 (3.33%) Algorithms
3 1 (3.33%) Credit Risk
3 1 (3.33%) Data Structures
Processes & Methodologies
1 12 (40.00%) Business Intelligence
1 12 (40.00%) Data Modelling
2 10 (33.33%) Analytics
2 10 (33.33%) GAP Analysis
3 9 (30.00%) Agile Software Development
3 9 (30.00%) Scrum
3 9 (30.00%) Use Case
4 8 (26.67%) Wireframes
5 6 (20.00%) Data Analytics
6 4 (13.33%) Data Analysis
6 4 (13.33%) ETL
6 4 (13.33%) Multivariate Analysis
6 4 (13.33%) OpenUP
6 4 (13.33%) Predictive Modelling
6 4 (13.33%) Stakeholder Engagement
7 3 (10.00%) CRM
7 3 (10.00%) Project Management
7 3 (10.00%) Regression Testing
7 3 (10.00%) Statistics
7 3 (10.00%) User Acceptance Testing
Programming Languages
1 17 (56.67%) SQL
2 5 (16.67%) VBA
3 4 (13.33%) T-SQL
4 3 (10.00%) VB
5 1 (3.33%) C#
5 1 (3.33%) C++
5 1 (3.33%) Java
5 1 (3.33%) Python
5 1 (3.33%) R
Qualifications
1 2 (6.67%) CCA
1 2 (6.67%) Degree
1 2 (6.67%) PhD
Quality Assurance & Compliance
1 1 (3.33%) Data Quality
Vendors
1 8 (26.67%) Microsoft
2 6 (20.00%) Tableau
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