The table below looks at the statistics for Data Mining skills in IT jobs advertised for the Merseyside region. Included is a guide to the salaries offered in IT jobs that have cited Data Mining over the 3 months to 19 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
19 Jan 2017
Same period 2016 Same period 2015
Data Mining
North West / Merseyside
Rank 69 62 -
Rank change year-on-year
-7 -
Permanent jobs citing Data Mining 1 3 0
As % of all permanent IT jobs located in Merseyside 0.17% 0.57% -
As % of the Database & Business Intelligence category 0.42% 1.66% -
Number of salaries quoted 1 3 0
Median salary £55,000 £32,500 -
Median salary % change year-on-year
+69.23% -
UK excluding London median salary £45,000 £45,000 £40,000
% change year-on-year
- +12.50%

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 Merseyside region.

Database & Business Intelligence Category
Merseyside
Permanent IT job ads with a match in the
Database & Business Intelligence category
240 181 177
As % of all permanent IT jobs located in Merseyside 39.80% 34.15% 38.56%
Number of salaries quoted 199 147 144
Median salary £40,000 £40,000 £40,000
90% offered a salary of more than £30,500 £29,000 £30,600
10% offered a salary of more than £52,500 £45,000 £49,400
UK excluding London median salary £43,000 £42,500 £40,000
% change year-on-year
+1.17% +6.25%

Data Mining
Jobs Demand Trend in Merseyside

The demand trend of job ads across the Merseyside 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 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 across the Merseyside region.

Data Mining Salary Trend 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 19 January 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 -6 1 £55,000 +69.23%
Data Mining
North West

Data Mining
Top 30 Related IT Skills in Merseyside

For the 6 months to 19 January 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 3 (100.00%) SQL
1 3 (100.00%) Predictive Modelling
2 2 (66.67%) Legal
2 2 (66.67%) Office 365
2 2 (66.67%) Business Intelligence
2 2 (66.67%) SharePoint
2 2 (66.67%) Data Warehouse
2 2 (66.67%) ETL
2 2 (66.67%) SQL Server Reporting Services
2 2 (66.67%) Data Quality
3 1 (33.33%) Machine Learning
3 1 (33.33%) Statistical Analysis
3 1 (33.33%) Statistics
3 1 (33.33%) Predictive Analytics
3 1 (33.33%) Mathematics
3 1 (33.33%) Applied Mathematics
3 1 (33.33%) Computer Science
3 1 (33.33%) Data Extraction
3 1 (33.33%) Hadoop
3 1 (33.33%) SAS
3 1 (33.33%) Shell Script
3 1 (33.33%) MATLAB
3 1 (33.33%) Python
3 1 (33.33%) PhD
3 1 (33.33%) Big Data
3 1 (33.33%) Business Transformation
3 1 (33.33%) Analytics
3 1 (33.33%) Apache Pig
3 1 (33.33%) Bayesian Methods
3 1 (33.33%) Apache Spark

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 2 (66.67%) SharePoint
2 1 (33.33%) Apache Pig
2 1 (33.33%) Apache Spark
2 1 (33.33%) SAS
Cloud Services
1 2 (66.67%) Office 365
Database & Business Intelligence
1 2 (66.67%) Data Warehouse
1 2 (66.67%) SQL Server Reporting Services
2 1 (33.33%) Apache Hive
2 1 (33.33%) Big Data
2 1 (33.33%) Hadoop
2 1 (33.33%) Power BI
General
1 2 (66.67%) Legal
2 1 (33.33%) Finance
2 1 (33.33%) Law
Job Titles
1 2 (66.67%) Analyst
1 2 (66.67%) Business Intelligence Analyst
2 1 (33.33%) Data Scientist
2 1 (33.33%) Senior Data Scientist
Miscellaneous
1 1 (33.33%) Applied Mathematics
1 1 (33.33%) Computer Science
1 1 (33.33%) Data Extraction
1 1 (33.33%) Mathematics
1 1 (33.33%) Statistics
Processes & Methodologies
1 3 (100.00%) Predictive Modelling
2 2 (66.67%) Business Intelligence
2 2 (66.67%) ETL
3 1 (33.33%) Analytics
3 1 (33.33%) Bayesian Methods
3 1 (33.33%) Business Transformation
3 1 (33.33%) Econometrics
3 1 (33.33%) Machine Learning
3 1 (33.33%) Predictive Analytics
3 1 (33.33%) Process Management
3 1 (33.33%) Statistical Analysis
3 1 (33.33%) Statistical Computing
Programming Languages
1 3 (100.00%) SQL
2 1 (33.33%) MATLAB
2 1 (33.33%) Python
2 1 (33.33%) R
2 1 (33.33%) Shell Script
Qualifications
1 1 (33.33%) PhD
Quality Assurance & Compliance
1 2 (66.67%) Data Quality