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 5 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
5 Dec 2016
Same period 2015 Same period 2014
Data Mining
Rank 91 109 128
Rank change year-on-year
+18 +19
Permanent jobs citing Data Mining 7 4 3
As % of all permanent IT jobs located in Cheshire 0.61% 0.28% 0.16%
As % of the Database & Business Intelligence category 1.79% 0.71% 0.49%
Number of salaries quoted 6 4 3
Median salary £41,250 £37,500 £52,500
Median salary % change year-on-year
+10.00% -28.57%
90% offered a salary of more than £32,500 £27,000 £46,500
10% offered a salary of more than £62,500 £37,500 £62,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%
Data Mining
North West

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
392 560 608
As % of all permanent IT jobs located in Cheshire 34.03% 39.38% 31.72%
Number of salaries quoted 338 516 543
Median salary £36,500 £40,000 £40,000
Median salary % change year-on-year
-8.75% -
90% offered a salary of more than £27,500 £30,300 £30,000
10% offered a salary of more than £47,500 £60,000 £52,500
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 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
Salary Histogram in Cheshire

This chart provides a salary histogram for IT jobs citing Data Mining across the Cheshire region over the 3 months to 5 December 2016.

Data Mining Salary Histogram 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 5 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
Chester - 5 £40,000 - 2
Runcorn - 1 - -
Data Mining
North West

Data Mining
Top 30 Related IT Skills in Cheshire

For the 6 months to 5 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 Cheshire region with a requirement for Data Mining.

1 15 (75.00%) Data Modelling
2 12 (60.00%) Business Intelligence
2 12 (60.00%) SQL
2 12 (60.00%) SQL Server
2 12 (60.00%) Relational Database
3 10 (50.00%) Microsoft
3 10 (50.00%) Data Warehouse
4 9 (45.00%) Teradata
4 9 (45.00%) Microsoft Azure
5 8 (40.00%) Statistical Analysis
5 8 (40.00%) ETL
6 6 (30.00%) Unit Testing
6 6 (30.00%) Data Quality
7 5 (25.00%) Data Integration
7 5 (25.00%) MS Excel
8 4 (20.00%) Python
8 4 (20.00%) Retail
8 4 (20.00%) Data Analysis
8 4 (20.00%) Mathematics
8 4 (20.00%) Machine Learning
8 4 (20.00%) Analytical Skills
9 3 (15.00%) Qlik Sense
9 3 (15.00%) Power BI
9 3 (15.00%) QlikView
9 3 (15.00%) SQL Server Integration Services
9 3 (15.00%) SQL Server Analysis Services
9 3 (15.00%) Data Cleansing
9 3 (15.00%) Azure SQL Database
9 3 (15.00%) Visualisation
9 3 (15.00%) Data Visualisation

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:

Application Platforms
1 2 (10.00%) SAS
Applications
1 5 (25.00%) MS Excel
Cloud Services
1 9 (45.00%) Microsoft Azure
Database & Business Intelligence
1 12 (60.00%) Relational Database
1 12 (60.00%) SQL Server
2 10 (50.00%) Data Warehouse
3 3 (15.00%) Azure SQL Database
3 3 (15.00%) Power BI
3 3 (15.00%) Qlik Sense
3 3 (15.00%) QlikView
3 3 (15.00%) SQL Server Analysis Services
3 3 (15.00%) SQL Server Integration Services
3 3 (15.00%) SQL Server Reporting Services
4 2 (10.00%) Data Lake
5 1 (5.00%) BusinessObjects
General
1 4 (20.00%) Retail
2 2 (10.00%) Advertising
2 2 (10.00%) Finance
2 2 (10.00%) Pharmaceutical
Job Titles
1 11 (55.00%) Developer
2 7 (35.00%) Database Developer
3 4 (20.00%) Data Scientist
4 3 (15.00%) Administrator
5 2 (10.00%) Analyst
5 2 (10.00%) Azure Developer
5 2 (10.00%) SAP Analyst
5 2 (10.00%) SQL Analyst
5 2 (10.00%) SQL Database Developer
5 2 (10.00%) SQL Developer
5 2 (10.00%) Systems Analyst
6 1 (5.00%) Business Developer
6 1 (5.00%) Business Intelligence Developer
6 1 (5.00%) Data Warehouse Developer
Libraries, Frameworks & Software Standards
1 3 (15.00%) HTML
Miscellaneous
1 5 (25.00%) Data Integration
2 4 (20.00%) Analytical Skills
2 4 (20.00%) Mathematics
3 3 (15.00%) Visualisation
4 2 (10.00%) Algorithms
4 2 (10.00%) Physics
4 2 (10.00%) Statistics
Processes & Methodologies
1 15 (75.00%) Data Modelling
2 12 (60.00%) Business Intelligence
3 8 (40.00%) ETL
3 8 (40.00%) Statistical Analysis
4 6 (30.00%) Unit Testing
5 4 (20.00%) Data Analysis
5 4 (20.00%) Machine Learning
6 3 (15.00%) Data Cleansing
6 3 (15.00%) Data Visualisation
6 3 (15.00%) ITIL
6 3 (15.00%) Service Delivery
7 2 (10.00%) Analytics
7 2 (10.00%) Bioinformatics
7 2 (10.00%) Data Analytics
7 2 (10.00%) Data Management
7 2 (10.00%) Display Advertising
7 2 (10.00%) Econometrics
7 2 (10.00%) Product Management
7 2 (10.00%) Statistical Modelling
Programming Languages
1 12 (60.00%) SQL
2 4 (20.00%) Python
3 3 (15.00%) T-SQL
4 2 (10.00%) C#
4 2 (10.00%) Java
4 2 (10.00%) R
4 2 (10.00%) VBA
Qualifications
1 2 (10.00%) PhD
Quality Assurance & Compliance
1 6 (30.00%) Data Quality
Vendors
1 10 (50.00%) Microsoft
2 9 (45.00%) Teradata
3 2 (10.00%) Alteryx
3 2 (10.00%) SAP
Chester, Cheshire
Searchability
Salary: £40000 - £50000 per annum + benefits
Posted: 3 days ago
Chester, Cheshire
Applause IT Innovation
Salary: £36000 - £43000 per annum + + Great Benefits
Posted: 4 days ago
Crewe, Cheshire
FT Select
Salary: From £50,000 to £60,000 per annum + £6,600 car allowance + benefits
Posted: 5 days ago