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 31 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
31 Aug 2016
Same period 2015 Same period 2014
Data Mining
Rank 208 226 252
Rank change year-on-year
+18 +26
Permanent jobs citing Data Mining 30 28 12
As % of all permanent IT jobs located in Yorkshire 0.52% 0.42% 0.17%
As % of the Database & Business Intelligence category 1.77% 1.26% 0.52%
Number of salaries quoted 24 26 11
Median salary £38,750 £47,500 £35,000
Median salary % change year-on-year
-18.42% +35.71%
90% offered a salary of more than £26,000 £34,250 £22,714
10% offered a salary of more than £44,250 £50,000 £50,000
UK excluding London median salary £43,750 £45,000 £40,000
% change year-on-year
-2.77% +12.50%
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
1692 2222 2291
As % of all permanent IT jobs located in Yorkshire 29.48% 33.09% 31.89%
Number of salaries quoted 1437 1883 1841
Median salary £42,500 £41,500 £37,500
Median salary % change year-on-year
+2.40% +10.66%
90% offered a salary of more than £30,000 £30,000 £27,500
10% offered a salary of more than £55,000 £52,500 £62,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +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
Salary Histogram in Yorkshire

This chart provides a salary histogram for IT jobs citing Data Mining across the Yorkshire region over the 3 months to 31 August 2016.

Data Mining Salary Histogram 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 31 August 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 +20 24 £32,500 -35.00% 4
South Yorkshire +17 6 £42,500 -2.85%
Data Mining
England

Data Mining
Top 30 Related IT Skills in Yorkshire

For the 6 months to 31 August 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 22 (56.41%) Data Modelling
2 21 (53.85%) SQL
2 21 (53.85%) Statistics
3 17 (43.59%) Analytical Skills
4 15 (38.46%) Degree
4 15 (38.46%) Analytics
5 14 (35.90%) Mathematics
5 14 (35.90%) French Language
5 14 (35.90%) Business Intelligence
6 13 (33.33%) Visualisation
7 12 (30.77%) Predictive Modelling
7 12 (30.77%) Statistical Modelling
7 12 (30.77%) Automotive
7 12 (30.77%) Neural Network
8 11 (28.21%) Microsoft
8 11 (28.21%) T-SQL
9 10 (25.64%) ETL
9 10 (25.64%) Economics
9 10 (25.64%) Operations Research
10 9 (23.08%) SQL Server Integration Services
10 9 (23.08%) SQL Server Analysis Services
10 9 (23.08%) SQL Server Reporting Services
10 9 (23.08%) Agile Software Development
10 9 (23.08%) SAS
10 9 (23.08%) Data Warehouse
11 8 (20.51%) SQL Server
11 8 (20.51%) Data Visualisation
12 7 (17.95%) Waterfall
12 7 (17.95%) Tableau
12 7 (17.95%) Test Automation

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 9 (23.08%) SAS
Applications
1 4 (10.26%) MS Excel
1 4 (10.26%) MS Office
1 4 (10.26%) SPSS
2 2 (5.13%) Stata
Business Applications
1 1 (2.56%) Dynamics CRM
1 1 (2.56%) Unit4 Business World
Communications & Networking
1 1 (2.56%) Firewall
1 1 (2.56%) SNMP
1 1 (2.56%) TCP/IP
Database & Business Intelligence
1 9 (23.08%) Data Warehouse
1 9 (23.08%) SQL Server Analysis Services
1 9 (23.08%) SQL Server Integration Services
1 9 (23.08%) SQL Server Reporting Services
2 8 (20.51%) SQL Server
3 6 (15.38%) Power BI
3 6 (15.38%) QlikView
3 6 (15.38%) SQL Server 2014
4 5 (12.82%) Biml
5 4 (10.26%) SQL Server 2012
6 2 (5.13%) OLAP
6 2 (5.13%) Qlik Sense
7 1 (2.56%) Base SAS
7 1 (2.56%) Big Data
7 1 (2.56%) BusinessObjects
7 1 (2.56%) BusinessObjects XI
7 1 (2.56%) Oracle OLAP
7 1 (2.56%) SAS Data Integration Studio
7 1 (2.56%) SAS Enterprise Guide
7 1 (2.56%) Text Mining
Development Applications
1 7 (17.95%) HP UFT
2 5 (12.82%) Git (software)
2 5 (12.82%) JIRA
General
1 14 (35.90%) French Language
2 12 (30.77%) Automotive
3 3 (7.69%) Finance
3 3 (7.69%) Marketing
Job Titles
1 23 (58.97%) Analyst
2 8 (20.51%) Developer
3 6 (15.38%) Automation Test Analyst
3 6 (15.38%) Test Analyst
4 5 (12.82%) Data Warehouse Developer
5 2 (5.13%) Business Intelligence Developer
6 1 (2.56%) Analyst Developer
6 1 (2.56%) Architect
6 1 (2.56%) Business Manager
6 1 (2.56%) Consultant
6 1 (2.56%) Data Analyst
6 1 (2.56%) Data Manager
6 1 (2.56%) Programmer
6 1 (2.56%) SAS Programmer
6 1 (2.56%) Security Analyst
6 1 (2.56%) Senior Data Warehouse Developer
6 1 (2.56%) Senior Developer
6 1 (2.56%) Support Analyst
6 1 (2.56%) Systems Administrator
6 1 (2.56%) Test Consultant
Libraries, Frameworks & Software Standards
1 5 (12.82%) MDX
Miscellaneous
1 21 (53.85%) Statistics
2 17 (43.59%) Analytical Skills
3 14 (35.90%) Mathematics
4 13 (33.33%) Visualisation
5 12 (30.77%) Neural Network
6 10 (25.64%) Economics
7 1 (2.56%) Distributed Denial-of-Service
7 1 (2.56%) NHS
7 1 (2.56%) Performance Metrics
7 1 (2.56%) Reference Data
Operating Systems
1 1 (2.56%) Linux
1 1 (2.56%) Windows
Processes & Methodologies
1 22 (56.41%) Data Modelling
2 15 (38.46%) Analytics
3 14 (35.90%) Business Intelligence
4 12 (30.77%) Predictive Modelling
4 12 (30.77%) Statistical Modelling
5 10 (25.64%) ETL
5 10 (25.64%) Operations Research
6 9 (23.08%) Agile Software Development
7 8 (20.51%) Data Visualisation
8 7 (17.95%) Automation Testing
8 7 (17.95%) Data Analysis
8 7 (17.95%) ETL Development
8 7 (17.95%) Functional Testing
8 7 (17.95%) Keyword-Driven Testing
8 7 (17.95%) Manual Testing
8 7 (17.95%) Test Automation
8 7 (17.95%) Test Scripting
8 7 (17.95%) Waterfall
9 6 (15.38%) Logical Data Model
9 6 (15.38%) Physical Data Model
Programming Languages
1 21 (53.85%) SQL
2 11 (28.21%) T-SQL
3 7 (17.95%) VB
4 6 (15.38%) R
5 5 (12.82%) C#
6 1 (2.56%) Bash Shell
6 1 (2.56%) PowerShell
6 1 (2.56%) SAS Macro
Qualifications
1 15 (38.46%) Degree
2 5 (12.82%) Microsoft Certification
3 4 (10.26%) ISEB
3 4 (10.26%) ISTQB
3 4 (10.26%) MCSA
3 4 (10.26%) MCSE
Quality Assurance & Compliance
1 3 (7.69%) Data Quality
Systems Management
1 2 (5.13%) HP Quality Center
2 1 (2.56%) Network Intrusion Detection System
Vendors
1 11 (28.21%) Microsoft
2 7 (17.95%) HP
2 7 (17.95%) Tableau
3 4 (10.26%) MicroStrategy
3 4 (10.26%) Sun
4 1 (2.56%) ArcSight
4 1 (2.56%) Cognos
4 1 (2.56%) LogRhythm
4 1 (2.56%) Oracle
4 1 (2.56%) Sagent
4 1 (2.56%) SAP
4 1 (2.56%) Splunk
4 1 (2.56%) Teradata
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