The table below looks at the statistics for Data Mining skills in IT jobs advertised for the Liverpool 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
Merseyside / Liverpool
Rank 42 - -
Rank change year-on-year
- 0
Permanent jobs citing Data Mining 5 0 0
As % of all permanent IT jobs located in Liverpool 1.34% - -
As % of the Database & Business Intelligence category 3.40% - -
Number of salaries quoted 4 0 0
Median salary £33,250 - -
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 Liverpool region.

Database & Business Intelligence Category
Liverpool
Permanent IT job ads with a match in the
Database & Business Intelligence category
147 167 178
As % of all permanent IT jobs located in Liverpool 39.52% 39.67% 40.83%
Number of salaries quoted 121 138 157
Median salary £42,500 £42,500 £40,500
Median salary % change year-on-year
- +4.93%
90% offered a salary of more than £31,100 £30,500 £28,100
10% offered a salary of more than £52,500 £52,500 £45,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Data Mining
Jobs Demand Trend in Liverpool

The demand trend of job ads across the Liverpool 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 Liverpool

Data Mining
Salary Trend in Liverpool

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

Data Mining Salary Trend in Liverpool

Data Mining
Salary Histogram in Liverpool

This chart provides a salary histogram for IT jobs citing Data Mining across the Liverpool region over the 3 months to 25 February 2017.

Data Mining Salary Histogram in Liverpool

Data Mining
Top 30 Related IT Skills in Liverpool

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 Liverpool 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 Liverpool 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