The following table provides summary statistics for permanent job vacancies advertised in Cheshire with a requirement for Data Mining skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Mining over the 3 months to 23 June 2017 with a comparison to the same period in the previous 2 years.

Data Mining
North West / Cheshire
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 106 86 112
Rank change year-on-year -20 +26  
Permanent jobs citing Data Mining 8 2 13
As % of all permanent IT jobs advertised in Cheshire 0.55% 0.21% 0.77%
As % of the Database & Business Intelligence category 1.65% 0.73% 2.25%
Number of salaries quoted 4 2 5
Median salary £44,250 £30,750 £110,000
Median salary % change year-on-year +43.90% -72.04%  
UK excluding London median salary £55,000 £42,500 £45,000
% change year-on-year +29.41% -5.55%  

Data Mining is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Cheshire with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Cheshire
Permanent job vacancies with a requirement for database and business intelligence skills 484 273 579
As % of all permanent IT job vacancies advertised in Cheshire 33.29% 28.38% 34.10%
Number of salaries quoted 396 246 488
Median salary £40,000 £38,000 £40,000
Median salary % change year-on-year +5.26% -5.00%  
90% offered a salary of more than £31,500 £27,500 £31,000
10% offered a salary of more than £60,000 £47,500 £55,000
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

Data Mining
Job Vacancy Trend in Cheshire

The job posting trend of jobs advertised in Cheshire citing Data Mining as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for Data Mining 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 in Cheshire.

Salary trend for Data Mining in Cheshire

Data Mining
Salary Histogram in Cheshire

The salary distribution of IT jobs citing Data Mining in Cheshire over the 3 months to 23 June 2017.

Salary histogram for Data Mining 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 23 June 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
Knutsford - 4 - -
Chester +8 3 £45,000 +69.81%
Warrington - 1 £31,500 -
Data Mining
North West

For the 6 months to 23 June 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%) SQL
2 5 (55.56%) SAS
2 5 (55.56%) Analytics
3 4 (44.44%) Hadoop
3 4 (44.44%) Machine Learning
3 4 (44.44%) Impala
3 4 (44.44%) Random Forest
3 4 (44.44%) Decision Tree
3 4 (44.44%) Experimental Design
3 4 (44.44%) Business Intelligence
3 4 (44.44%) Python
3 4 (44.44%) Risk Management
3 4 (44.44%) ETL
3 4 (44.44%) Banking
3 4 (44.44%) Neural Network
3 4 (44.44%) Investment Banking
3 4 (44.44%) Statistics
3 4 (44.44%) Degree
3 4 (44.44%) Logistic Regression
3 4 (44.44%) Mathematics
3 4 (44.44%) Computer Science
3 4 (44.44%) Wealth Management
3 4 (44.44%) Apache Hive
3 4 (44.44%) R
4 3 (33.33%) Data Modelling
5 2 (22.22%) Data Warehouse
5 2 (22.22%) T-SQL
5 2 (22.22%) Agile Software Development
5 2 (22.22%) Scrum
5 2 (22.22%) Teradata

Data Mining
Co-occurring 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 5 (55.56%) SAS
Applications
1 1 (11.11%) Microsoft Excel
Database & Business Intelligence
1 4 (44.44%) Apache Hive
1 4 (44.44%) Hadoop
1 4 (44.44%) Impala
2 2 (22.22%) Big Data
2 2 (22.22%) Data Warehouse
2 2 (22.22%) Relational Database
2 2 (22.22%) SQL Server Reporting Services
3 1 (11.11%) KNIME
3 1 (11.11%) PowerPivot
3 1 (11.11%) SAS Enterprise Miner
3 1 (11.11%) SQL Server
3 1 (11.11%) SQL Server 2016
General
1 4 (44.44%) Banking
1 4 (44.44%) Investment Banking
2 1 (11.11%) Marketing
Job Titles
1 3 (33.33%) Analyst
2 2 (22.22%) Business Intelligence Analyst
2 2 (22.22%) Developer
3 1 (11.11%) Data Warehouse Developer
3 1 (11.11%) Database Developer
3 1 (11.11%) Insight Analyst
Miscellaneous
1 4 (44.44%) Computer Science
Processes & Methodologies
1 5 (55.56%) Analytics
2 4 (44.44%) Business Intelligence
2 4 (44.44%) Decision Tree
2 4 (44.44%) ETL
2 4 (44.44%) Experimental Design
2 4 (44.44%) Logistic Regression
2 4 (44.44%) Machine Learning
2 4 (44.44%) Mathematics
2 4 (44.44%) Neural Network
2 4 (44.44%) Random Forest
2 4 (44.44%) Risk Management
2 4 (44.44%) Statistics
2 4 (44.44%) Wealth Management
3 3 (33.33%) Data Modelling
4 2 (22.22%) Agile Software Development
4 2 (22.22%) Data Analysis
4 2 (22.22%) Scrum
4 2 (22.22%) Stakeholder Engagement
4 2 (22.22%) Unit Testing
4 2 (22.22%) Visualisation
Programming Languages
1 9 (100.00%) SQL
2 4 (44.44%) Python
2 4 (44.44%) R
3 2 (22.22%) T-SQL
Qualifications
1 4 (44.44%) Degree
Quality Assurance & Compliance
1 2 (22.22%) Data Quality
Vendors
1 2 (22.22%) Tableau
1 2 (22.22%) Teradata
2 1 (11.11%) Microsoft
Cheshire
Churchill Frank
Salary: £55000 - £65000 per annum + Benefits
Posted: 16 days ago