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

3 months to
2 Dec 2016
Same period 2015 Same period 2014
Data Mining
Rank 71 43 53
Rank change year-on-year
-28 +10
Permanent jobs citing Data Mining 1 3 1
As % of all permanent IT jobs located in Liverpool 0.17% 0.85% 0.27%
As % of the Database & Business Intelligence category 0.50% 2.54% 0.76%
Number of salaries quoted 1 3 1
Median salary £55,000 £32,500 £38,500
Median salary % change year-on-year
+69.23% -15.58%
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%
Data Mining
Merseyside

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
202 118 132
As % of all permanent IT jobs located in Liverpool 34.41% 33.43% 35.39%
Number of salaries quoted 124 105 98
Median salary £40,000 £40,000 £40,000
90% offered a salary of more than £27,500 £28,625 £30,500
10% offered a salary of more than £52,500 £45,000 £48,000
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +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
Top 30 Related IT Skills in Liverpool

For the 6 months to 2 December 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 Liverpool region with a requirement for Data Mining.

1 7 (87.50%) Data Quality
2 6 (75.00%) Big Data
3 5 (62.50%) Enterprise Data Management
3 5 (62.50%) ITIL
3 5 (62.50%) Change Management
3 5 (62.50%) Data Management
3 5 (62.50%) Master Data Management
3 5 (62.50%) Data Acquisition
4 3 (37.50%) SQL
4 3 (37.50%) Predictive Modelling
5 2 (25.00%) Legal
5 2 (25.00%) SQL Server Reporting Services
5 2 (25.00%) Business Intelligence
5 2 (25.00%) SharePoint
5 2 (25.00%) Data Warehouse
5 2 (25.00%) ETL
5 2 (25.00%) Office 365
6 1 (12.50%) Statistical Computing
6 1 (12.50%) Bayesian Methods
6 1 (12.50%) Apache Spark
6 1 (12.50%) Power BI
6 1 (12.50%) SAS
6 1 (12.50%) Shell Script
6 1 (12.50%) MATLAB
6 1 (12.50%) Python
6 1 (12.50%) PhD
6 1 (12.50%) Process Management
6 1 (12.50%) Finance
6 1 (12.50%) Law
6 1 (12.50%) Statistical Analysis

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 2 (25.00%) SharePoint
2 1 (12.50%) Apache Pig
2 1 (12.50%) Apache Spark
2 1 (12.50%) SAS
Cloud Services
1 2 (25.00%) Office 365
Database & Business Intelligence
1 6 (75.00%) Big Data
2 2 (25.00%) Data Warehouse
2 2 (25.00%) SQL Server Reporting Services
3 1 (12.50%) Apache Hive
3 1 (12.50%) Hadoop
3 1 (12.50%) Power BI
General
1 2 (25.00%) Legal
2 1 (12.50%) Finance
2 1 (12.50%) Law
Job Titles
1 5 (62.50%) Head of Data Management
2 2 (25.00%) Analyst
2 2 (25.00%) Business Intelligence Analyst
3 1 (12.50%) Data Scientist
3 1 (12.50%) Senior Data Scientist
Miscellaneous
1 1 (12.50%) Applied Mathematics
1 1 (12.50%) Computer Science
1 1 (12.50%) Data Extraction
1 1 (12.50%) Mathematics
1 1 (12.50%) Statistics
Processes & Methodologies
1 5 (62.50%) Change Management
1 5 (62.50%) Data Acquisition
1 5 (62.50%) Data Management
1 5 (62.50%) Enterprise Data Management
1 5 (62.50%) ITIL
1 5 (62.50%) Master Data Management
2 3 (37.50%) Predictive Modelling
3 2 (25.00%) Business Intelligence
3 2 (25.00%) ETL
4 1 (12.50%) Analytics
4 1 (12.50%) Bayesian Methods
4 1 (12.50%) Business Transformation
4 1 (12.50%) Econometrics
4 1 (12.50%) Machine Learning
4 1 (12.50%) Predictive Analytics
4 1 (12.50%) Process Management
4 1 (12.50%) Statistical Analysis
4 1 (12.50%) Statistical Computing
Programming Languages
1 3 (37.50%) SQL
2 1 (12.50%) MATLAB
2 1 (12.50%) Python
2 1 (12.50%) R
2 1 (12.50%) Shell Script
Qualifications
1 1 (12.50%) PhD
Quality Assurance & Compliance
1 7 (87.50%) Data Quality