The table below looks at the statistics for Data Mining skills in IT jobs advertised for the Cheshire region. Included is a guide to the salaries offered in IT jobs that have cited Data Mining over the 3 months to 25 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
25 Feb 2017
Same period 2016 Same period 2015
Data Mining
North West / Cheshire
Rank 86 97 114
Rank change year-on-year
+11 +17
Permanent jobs citing Data Mining 1 6 8
As % of all permanent IT jobs located in Cheshire 0.10% 0.46% 0.43%
As % of the Database & Business Intelligence category 0.30% 1.51% 1.29%
Number of salaries quoted 0 6 8
Median salary - £37,500 £57,500
Median salary % change year-on-year
- -34.78%
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +6.25%

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 Cheshire region.

Database & Business Intelligence Category
Cheshire
Permanent IT job ads with a match in the
Database & Business Intelligence category
332 398 622
As % of all permanent IT jobs located in Cheshire 33.33% 30.66% 33.26%
Number of salaries quoted 284 356 523
Median salary £40,000 £42,500 £40,000
Median salary % change year-on-year
-5.88% +6.25%
90% offered a salary of more than £31,500 £27,000 £30,000
10% offered a salary of more than £52,500 £55,000 £53,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Data Mining
Jobs Demand Trend in Cheshire

The demand trend of job ads across the Cheshire 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 Cheshire

Data Mining
Salary Trend in Cheshire

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

Data Mining Salary Trend in Cheshire

Data Mining
Job Locations in Cheshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Mining within the Cheshire region over the 3 months to 25 February 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
Chester -1 1 - -
Data Mining
North West

Data Mining
Top 30 Related IT Skills in Cheshire

For the 6 months to 25 February 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 Cheshire region with a requirement for Data Mining.

1 9 (100.00%) Data Modelling
2 8 (88.89%) Business Intelligence
3 7 (77.78%) SQL
3 7 (77.78%) SQL Server
4 6 (66.67%) ETL
4 6 (66.67%) Data Warehouse
4 6 (66.67%) Teradata
4 6 (66.67%) Relational Database
5 5 (55.56%) Data Quality
5 5 (55.56%) Microsoft Azure
5 5 (55.56%) Unit Testing
5 5 (55.56%) Microsoft
6 4 (44.44%) Statistical Analysis
6 4 (44.44%) Data Integration
7 3 (33.33%) Retail
8 2 (22.22%) Data Management
8 2 (22.22%) SQL Server Reporting Services
8 2 (22.22%) SQL Server Integration Services
8 2 (22.22%) SQL Server Analysis Services
8 2 (22.22%) Data Cleansing
8 2 (22.22%) Finance
8 2 (22.22%) QlikView
8 2 (22.22%) HTML
8 2 (22.22%) T-SQL
8 2 (22.22%) Azure SQL Database
8 2 (22.22%) Data Visualisation
8 2 (22.22%) Data Analytics
8 2 (22.22%) Analytics
8 2 (22.22%) Qlik Sense
8 2 (22.22%) Power BI

Data Mining
Top Related IT Skills in Cheshire 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:

Applications
1 1 (11.11%) MS Excel
Cloud Services
1 5 (55.56%) Microsoft Azure
Database & Business Intelligence
1 7 (77.78%) SQL Server
2 6 (66.67%) Data Warehouse
2 6 (66.67%) Relational Database
3 2 (22.22%) Azure SQL Database
3 2 (22.22%) Power BI
3 2 (22.22%) Qlik Sense
3 2 (22.22%) QlikView
3 2 (22.22%) SQL Server Analysis Services
3 2 (22.22%) SQL Server Integration Services
3 2 (22.22%) SQL Server Reporting Services
4 1 (11.11%) BusinessObjects
General
1 3 (33.33%) Retail
2 2 (22.22%) Finance
3 1 (11.11%) Pharmaceutical
Job Titles
1 8 (88.89%) Developer
2 5 (55.56%) Database Developer
3 1 (11.11%) Analyst
3 1 (11.11%) Azure Developer
3 1 (11.11%) Business Developer
3 1 (11.11%) Business Intelligence Developer
3 1 (11.11%) Data Warehouse Developer
3 1 (11.11%) SAP Analyst
3 1 (11.11%) SQL Analyst
3 1 (11.11%) SQL Database Developer
3 1 (11.11%) SQL Developer
3 1 (11.11%) Systems Analyst
Libraries, Frameworks & Software Standards
1 2 (22.22%) HTML
Miscellaneous
1 1 (11.11%) Analytical Skills
Processes & Methodologies
1 9 (100.00%) Data Modelling
2 8 (88.89%) Business Intelligence
3 6 (66.67%) ETL
4 5 (55.56%) Unit Testing
5 4 (44.44%) Data Integration
5 4 (44.44%) Statistical Analysis
6 2 (22.22%) Analytics
6 2 (22.22%) Data Analytics
6 2 (22.22%) Data Cleansing
6 2 (22.22%) Data Management
6 2 (22.22%) Data Visualisation
6 2 (22.22%) Visualisation
7 1 (11.11%) Data Analysis
7 1 (11.11%) Mathematics
7 1 (11.11%) Statistics
Programming Languages
1 7 (77.78%) SQL
2 2 (22.22%) T-SQL
3 1 (11.11%) VBA
Quality Assurance & Compliance
1 5 (55.56%) Data Quality
Vendors
1 6 (66.67%) Teradata
2 5 (55.56%) Microsoft
3 1 (11.11%) SAP