The table below looks at the statistics for Data Mining skills in IT jobs advertised for the Yorkshire region. Included is a guide to the salaries offered in IT jobs that have cited Data Mining over the 3 months to 9 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
9 Dec 2016
Same period 2015 Same period 2014
Data Mining
Rank 228 220 237
Rank change year-on-year
-8 +17
Permanent jobs citing Data Mining 5 31 45
As % of all permanent IT jobs located in Yorkshire 0.094% 0.50% 0.61%
As % of the Database & Business Intelligence category 0.31% 1.45% 1.93%
Number of salaries quoted 3 11 44
Median salary £35,000 £40,000 £35,000
Median salary % change year-on-year
-12.50% +14.28%
UK excluding London median salary £43,835 £45,000 £42,500
% change year-on-year
-2.59% +5.88%
Data Mining
England

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in permanent jobs advertised in the Yorkshire region.

Database & Business Intelligence Category
Yorkshire
Permanent IT job ads with a match in the
Database & Business Intelligence category
1604 2131 2335
As % of all permanent IT jobs located in Yorkshire 30.22% 34.33% 31.58%
Number of salaries quoted 1426 1733 1942
Median salary £42,500 £40,000 £40,000
Median salary % change year-on-year
+6.25% -
90% offered a salary of more than £30,764 £30,000 £26,550
10% offered a salary of more than £55,000 £52,500 £55,000
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +6.25%

Data Mining
Jobs Demand Trend in Yorkshire

The demand trend of job ads across the Yorkshire region citing Data Mining as a proportion of all IT jobs with a match in the Database & Business Intelligence category.

Data Mining Jobs Demand Trend 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 across the Yorkshire region.

Data Mining Salary Trend 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 9 December 2016. 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
(Click see detailed
statistics and trends)
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 -2 5 £35,000 -14.11% 3
Data Mining
England

Data Mining
Top 30 Related IT Skills in Yorkshire

For the 6 months to 9 December 2016, 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 17 (68.00%) Data Modelling
1 17 (68.00%) Statistics
2 13 (52.00%) Business Intelligence
3 12 (48.00%) Degree
3 12 (48.00%) Analytical Skills
4 11 (44.00%) Mathematics
4 11 (44.00%) SQL
5 10 (40.00%) Visualisation
5 10 (40.00%) Tableau
6 9 (36.00%) Predictive Modelling
6 9 (36.00%) Microsoft
6 9 (36.00%) Agile Software Development
6 9 (36.00%) ETL
7 8 (32.00%) SQL Server
7 8 (32.00%) T-SQL
7 8 (32.00%) Automotive
7 8 (32.00%) French Language
7 8 (32.00%) SQL Server Integration Services
7 8 (32.00%) SQL Server Analysis Services
7 8 (32.00%) Operations Research
7 8 (32.00%) Neural Network
7 8 (32.00%) Economics
7 8 (32.00%) SQL Server Reporting Services
7 8 (32.00%) Statistical Modelling
7 8 (32.00%) Analytics
8 7 (28.00%) Power BI
8 7 (28.00%) Data Warehouse
9 6 (24.00%) C#
9 6 (24.00%) MS Office
9 6 (24.00%) SAS

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 6 (24.00%) SAS
2 1 (4.00%) Apache Spark
Applications
1 6 (24.00%) MS Office
2 4 (16.00%) MS Excel
3 3 (12.00%) MS PowerPoint
Cloud Services
1 1 (4.00%) Amazon EC2
Database & Business Intelligence
1 8 (32.00%) SQL Server
1 8 (32.00%) SQL Server Analysis Services
1 8 (32.00%) SQL Server Integration Services
1 8 (32.00%) SQL Server Reporting Services
2 7 (28.00%) Data Warehouse
2 7 (28.00%) Power BI
3 6 (24.00%) QlikView
3 6 (24.00%) SQL Server 2014
4 5 (20.00%) Biml
5 4 (16.00%) SQL Server 2012
6 3 (12.00%) Big Data
6 3 (12.00%) BusinessObjects
7 2 (8.00%) Qlik Sense
8 1 (4.00%) Base SAS
8 1 (4.00%) Hadoop
8 1 (4.00%) OLAP
8 1 (4.00%) SAS Data Integration Studio
8 1 (4.00%) SAS Enterprise Guide
8 1 (4.00%) Text Mining
Development Applications
1 5 (20.00%) Git (software)
1 5 (20.00%) JIRA
General
1 8 (32.00%) Automotive
1 8 (32.00%) French Language
2 4 (16.00%) Marketing
3 3 (12.00%) Finance
Job Titles
1 11 (44.00%) Analyst
2 7 (28.00%) Developer
3 5 (20.00%) Data Warehouse Developer
4 3 (12.00%) CRM Analyst
5 2 (8.00%) Business Intelligence Developer
5 2 (8.00%) Marketing Analyst
6 1 (4.00%) Architect
6 1 (4.00%) Business Intelligence Architect
6 1 (4.00%) Data Manager
6 1 (4.00%) Data Modeller
6 1 (4.00%) Data Scientist
6 1 (4.00%) Lead Architect
6 1 (4.00%) Master Data Manager
6 1 (4.00%) Programmer
6 1 (4.00%) SAS Programmer
6 1 (4.00%) Senior Data Modeller
6 1 (4.00%) Senior Data Warehouse Developer
6 1 (4.00%) Senior Developer
6 1 (4.00%) SSIS Developer
6 1 (4.00%) SSRS Developer
Libraries, Frameworks & Software Standards
1 5 (20.00%) MDX
Miscellaneous
1 17 (68.00%) Statistics
2 12 (48.00%) Analytical Skills
3 11 (44.00%) Mathematics
4 10 (40.00%) Visualisation
5 8 (32.00%) Economics
5 8 (32.00%) Neural Network
6 1 (4.00%) Algorithms
6 1 (4.00%) Computer Science
6 1 (4.00%) Credit Risk
6 1 (4.00%) Data Structures
6 1 (4.00%) Physics
6 1 (4.00%) Reference Data
Processes & Methodologies
1 17 (68.00%) Data Modelling
2 13 (52.00%) Business Intelligence
3 9 (36.00%) Agile Software Development
3 9 (36.00%) ETL
3 9 (36.00%) Predictive Modelling
4 8 (32.00%) Analytics
4 8 (32.00%) Operations Research
4 8 (32.00%) Statistical Modelling
5 6 (24.00%) Data Analysis
5 6 (24.00%) Data Visualisation
5 6 (24.00%) ETL Development
5 6 (24.00%) Logical Data Model
5 6 (24.00%) Physical Data Model
6 5 (20.00%) Inmon Methodology
6 5 (20.00%) Kimball Methodology
7 3 (12.00%) CRM
8 2 (8.00%) Customer Insight
8 2 (8.00%) Statistical Analysis
9 1 (4.00%) Continuous Improvement
9 1 (4.00%) Portfolio Management
Programming Languages
1 11 (44.00%) SQL
2 8 (32.00%) T-SQL
3 6 (24.00%) C#
4 3 (12.00%) R
5 1 (4.00%) C++
5 1 (4.00%) Java
5 1 (4.00%) Python
5 1 (4.00%) SAS Macro
5 1 (4.00%) VBA
Qualifications
1 12 (48.00%) Degree
2 5 (20.00%) Microsoft Certification
3 4 (16.00%) MCSA
3 4 (16.00%) MCSE
4 1 (4.00%) PhD
Quality Assurance & Compliance
1 3 (12.00%) Data Quality
Vendors
1 10 (40.00%) Tableau
2 9 (36.00%) Microsoft
3 4 (16.00%) MicroStrategy
3 4 (16.00%) Sun
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