The following table provides summary statistics for permanent job vacancies advertised in Merseyside 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 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
23 Mar 2017
Same period 2016 Same period 2015
Data Mining
North West / Merseyside
Rank 58 - -
Rank change year-on-year - 0  
Permanent jobs citing Data Mining 4 0 0
As % of all permanent IT jobs advertised in Merseyside 0.71% - -
As % of the Database & Business Intelligence category 1.87% - -
Number of salaries quoted 3 0 0
Median salary £31,500 - -
UK excluding London median salary £45,000 £41,750 £42,500
% change year-on-year +7.78% -1.76%  

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 Merseyside with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Merseyside
Permanent job vacancies with a requirement for database and business intelligence skills 214 186 193
As % of all permanent IT job vacancies advertised in Merseyside 38.08% 38.19% 40.55%
Number of salaries quoted 184 153 165
Median salary £40,000 £42,250 £40,000
Median salary % change year-on-year -5.32% +5.62%  
90% offered a salary of more than £30,000 £32,500 £24,300
10% offered a salary of more than £53,573 £52,500 £45,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

Data Mining
Job Vacancy Trend in Merseyside

The job posting trend of jobs advertised in Merseyside 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 Merseyside

Data Mining
Salary Trend in Merseyside

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

Salary trend for Data Mining in Merseyside

Data Mining
Job Locations in Merseyside

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Mining within the Merseyside region over the 3 months to 23 March 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
Liverpool - 4 £31,500 -
Data Mining
North West

Data Mining
Top 30 Related IT Skills in Merseyside

For the 6 months to 23 March 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 Merseyside region with a requirement for Data Mining.

1 5 (100.00%) SQL
2 4 (80.00%) ETL
2 4 (80.00%) Business Intelligence
2 4 (80.00%) SQL Server Reporting Services
3 3 (60.00%) Predictive Modelling
4 2 (40.00%) Analytical Skills
4 2 (40.00%) Data Quality
4 2 (40.00%) Spreadsheet
4 2 (40.00%) SQL Server Integration Services
4 2 (40.00%) Data Analysis
4 2 (40.00%) Process Management
4 2 (40.00%) Management Information System
4 2 (40.00%) Legal
4 2 (40.00%) PostgreSQL
4 2 (40.00%) B2B
4 2 (40.00%) Microsoft
4 2 (40.00%) C#
4 2 (40.00%) Data Warehouse
4 2 (40.00%) VB
4 2 (40.00%) MySQL
4 2 (40.00%) SQL Server
4 2 (40.00%) Web Services
4 2 (40.00%) MS Excel
4 2 (40.00%) MS Access
4 2 (40.00%) CRM
5 1 (20.00%) PhD
5 1 (20.00%) SharePoint
5 1 (20.00%) Python
5 1 (20.00%) SAS
5 1 (20.00%) Shell Script

Data Mining
Top Related IT Skills in Merseyside 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 1 (20.00%) Apache Pig
1 1 (20.00%) Apache Spark
1 1 (20.00%) SAS
1 1 (20.00%) SharePoint
Applications
1 2 (40.00%) MS Excel
1 2 (40.00%) Spreadsheet
Cloud Services
1 1 (20.00%) Office 365
Database & Business Intelligence
1 4 (80.00%) SQL Server Reporting Services
2 2 (40.00%) Data Warehouse
2 2 (40.00%) MS Access
2 2 (40.00%) MySQL
2 2 (40.00%) PostgreSQL
2 2 (40.00%) SQL Server
2 2 (40.00%) SQL Server Integration Services
3 1 (20.00%) Apache Hive
3 1 (20.00%) Big Data
3 1 (20.00%) Hadoop
3 1 (20.00%) Power BI
General
1 2 (40.00%) Legal
Job Titles
1 4 (80.00%) Analyst
2 3 (60.00%) SQL Analyst
3 2 (40.00%) Business Intelligence Analyst
3 2 (40.00%) Data Analyst
3 2 (40.00%) SQL Data Analyst
4 1 (20.00%) Data Scientist
4 1 (20.00%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 2 (40.00%) Web Services
Miscellaneous
1 2 (40.00%) Analytical Skills
1 2 (40.00%) Management Information System
2 1 (20.00%) Computer Science
Processes & Methodologies
1 4 (80.00%) Business Intelligence
1 4 (80.00%) ETL
2 3 (60.00%) Predictive Modelling
3 2 (40.00%) B2B
3 2 (40.00%) CRM
3 2 (40.00%) Data Analysis
3 2 (40.00%) Process Management
4 1 (20.00%) Analytics
4 1 (20.00%) Applied Mathematics
4 1 (20.00%) Bayesian Methods
4 1 (20.00%) Business Transformation
4 1 (20.00%) Data Extraction
4 1 (20.00%) Decision Tree
4 1 (20.00%) Econometrics
4 1 (20.00%) Machine Learning
4 1 (20.00%) Mathematics
4 1 (20.00%) Predictive Analytics
4 1 (20.00%) Statistical Analysis
4 1 (20.00%) Statistical Computing
4 1 (20.00%) Statistics
Programming Languages
1 5 (100.00%) SQL
2 2 (40.00%) C#
2 2 (40.00%) VB
3 1 (20.00%) MATLAB
3 1 (20.00%) Python
3 1 (20.00%) R
3 1 (20.00%) Shell Script
Qualifications
1 1 (20.00%) PhD
Quality Assurance & Compliance
1 2 (40.00%) Data Quality
Vendors
1 2 (40.00%) Microsoft