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

3 months to
30 Aug 2016
Same period 2015 Same period 2014
Data Mining
Rank 84 94 125
Rank change year-on-year
+10 +31
Permanent jobs citing Data Mining 12 32 8
As % of all permanent IT jobs located in Cheshire 1.07% 1.89% 0.42%
As % of the Database & Business Intelligence category 3.14% 5.06% 1.03%
Number of salaries quoted 11 6 0
Median salary £32,500 £38,000 -
Median salary % change year-on-year
-14.47% -
UK excluding London median salary £45,000 £45,000 £40,000
% change year-on-year
- +12.50%
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
382 632 774
As % of all permanent IT jobs located in Cheshire 34.05% 37.33% 40.52%
Number of salaries quoted 346 540 619
Median salary £38,000 £40,000 £37,500
Median salary % change year-on-year
-5.00% +6.66%
90% offered a salary of more than £28,600 £32,500 £29,500
10% offered a salary of more than £50,000 £55,000 £50,000
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
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 30 August 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 30 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
Northwich - 3 £16,500 -
Chester -5 2 £41,250 +7.14% 3
Wilmslow - 2 £30,000 -
Runcorn - 1 - - 1
Data Mining
North West

Data Mining
Top 30 Related IT Skills in Cheshire

For the 6 months to 30 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 Cheshire region with a requirement for Data Mining.

1 9 (56.25%) SQL
2 8 (50.00%) Data Warehouse
2 8 (50.00%) Business Intelligence
3 7 (43.75%) Data Modelling
3 7 (43.75%) Relational Database
4 6 (37.50%) ETL
4 6 (37.50%) SQL Server
4 6 (37.50%) Microsoft
5 4 (25.00%) Python
5 4 (25.00%) MS Excel
5 4 (25.00%) Teradata
5 4 (25.00%) Data Analysis
5 4 (25.00%) Statistical Analysis
5 4 (25.00%) Microsoft Azure
5 4 (25.00%) R
5 4 (25.00%) Machine Learning
6 3 (18.75%) Analytical Skills
6 3 (18.75%) Open Source
6 3 (18.75%) Mathematics
6 3 (18.75%) Service Delivery
6 3 (18.75%) ITIL
6 3 (18.75%) Java
7 2 (12.50%) C#
7 2 (12.50%) T-SQL
7 2 (12.50%) SAS
7 2 (12.50%) PhD
7 2 (12.50%) Advertising
7 2 (12.50%) Econometrics
7 2 (12.50%) Physics
7 2 (12.50%) Display Advertising

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 (12.50%) SAS
Applications
1 4 (25.00%) MS Excel
Cloud Services
1 4 (25.00%) Microsoft Azure
2 1 (6.25%) Amazon AWS
Communications & Networking
1 1 (6.25%) VPN
Database & Business Intelligence
1 8 (50.00%) Data Warehouse
2 7 (43.75%) Relational Database
3 6 (37.50%) SQL Server
4 2 (12.50%) Data Lake
4 2 (12.50%) MongoDB
4 2 (12.50%) SQL Server Analysis Services
4 2 (12.50%) SQL Server Integration Services
4 2 (12.50%) SQL Server Reporting Services
5 1 (6.25%) Azure SQL Database
5 1 (6.25%) Big Data
5 1 (6.25%) Power BI
5 1 (6.25%) Qlik Sense
5 1 (6.25%) QlikView
5 1 (6.25%) SQL Server 2008
5 1 (6.25%) SQL Server 2014
Development Applications
1 2 (12.50%) Talend Open Studio
2 1 (6.25%) GitLab
General
1 2 (12.50%) Advertising
2 1 (6.25%) Pharmaceutical
2 1 (6.25%) Retail
Job Titles
1 6 (37.50%) Developer
2 4 (25.00%) Data Scientist
3 3 (18.75%) Administrator
3 3 (18.75%) Analyst
4 2 (12.50%) Business Intelligence Analyst
4 2 (12.50%) Database Developer
4 2 (12.50%) SQL Developer
5 1 (6.25%) Azure Developer
5 1 (6.25%) Business Intelligence Developer
5 1 (6.25%) Cloud Developer
5 1 (6.25%) Data Warehouse Developer
5 1 (6.25%) SAP Analyst
5 1 (6.25%) Software Developer
5 1 (6.25%) SQL Analyst
5 1 (6.25%) SQL BI Developer
5 1 (6.25%) SQL Database Developer
5 1 (6.25%) Systems Analyst
Libraries, Frameworks & Software Standards
1 1 (6.25%) HTML
1 1 (6.25%) J2EE
1 1 (6.25%) Web Services
Miscellaneous
1 3 (18.75%) Analytical Skills
1 3 (18.75%) Mathematics
2 2 (12.50%) Algorithms
2 2 (12.50%) Physics
3 1 (6.25%) Data Extraction
3 1 (6.25%) Data Integration
3 1 (6.25%) Mobile App
3 1 (6.25%) Statistics
3 1 (6.25%) Visualisation
Operating Systems
1 1 (6.25%) Android
1 1 (6.25%) Apple iOS
1 1 (6.25%) Linux
1 1 (6.25%) Ubuntu
Processes & Methodologies
1 8 (50.00%) Business Intelligence
2 7 (43.75%) Data Modelling
3 6 (37.50%) ETL
4 4 (25.00%) Data Analysis
4 4 (25.00%) Machine Learning
4 4 (25.00%) Statistical Analysis
5 3 (18.75%) ITIL
5 3 (18.75%) Open Source
5 3 (18.75%) Service Delivery
6 2 (12.50%) Bioinformatics
6 2 (12.50%) Data Engineering
6 2 (12.50%) Display Advertising
6 2 (12.50%) Econometrics
6 2 (12.50%) Product Management
6 2 (12.50%) Statistical Modelling
6 2 (12.50%) Unit Testing
7 1 (6.25%) Auto-Scaling
7 1 (6.25%) Data Visualisation
7 1 (6.25%) DevOps
7 1 (6.25%) Kimball Methodology
Programming Languages
1 9 (56.25%) SQL
2 4 (25.00%) Python
2 4 (25.00%) R
3 3 (18.75%) Java
4 2 (12.50%) C#
4 2 (12.50%) T-SQL
5 1 (6.25%) PHP
5 1 (6.25%) VBA
Qualifications
1 2 (12.50%) PhD
Quality Assurance & Compliance
1 2 (12.50%) Data Quality
Systems Management
1 1 (6.25%) Rundeck
Vendors
1 6 (37.50%) Microsoft
2 4 (25.00%) Teradata
3 2 (12.50%) Alteryx
3 2 (12.50%) Tableau
3 2 (12.50%) Talend
3 2 (12.50%) Vertica
4 1 (6.25%) SAP
Chester, Cheshire
Applause IT Innovation
Salary: £35000 - £55000 per annum + + Great Benefits
Posted: 5 days ago
Chester
Churchill Frank International
Salary: £35000 - £45000 per annum + Bonus
Posted: 6 days ago
Chester
Applause IT Ltd
Salary: £35000 - £55000 per annum + + Great Benefits
Posted: 12 days ago
Runcorn
Networx
Salary: £Competitive Salary
Posted: 13 days ago