Period
to 18 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Liverpool 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 6 months to 18 November 2017 with a comparison to the same period in the previous 2 years.

Data Mining
Merseyside > Liverpool
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 65 89 66
Rank change year-on-year +24 -23 +11
Permanent jobs citing Data Mining 9 7 3
As % of all permanent IT jobs advertised in Liverpool 1.18% 0.65% 0.44%
As % of the Database & Business Intelligence category 3.67% 1.77% 1.23%
Number of salaries quoted 9 2 3
Liverpool median annual salary £31,500 £35,000 £32,500
Median salary % change year-on-year -10.00% +7.69% -30.48%
10th Percentile £29,750 £35,000 £27,650
90th Percentile £37,600 £35,000 £45,750
Merseyside median annual salary £31,500 £35,000 £32,500
% change year-on-year -10.00% +7.69% -30.48%

Data Mining is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Liverpool with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Liverpool
Permanent vacancies with a requirement for database or business intelligence skills 245 396 244
As % of all permanent IT jobs advertised in Liverpool 32.15% 37.01% 35.88%
Number of salaries quoted 192 259 209
Liverpool median annual salary £42,500 £40,000 £37,500
Median salary % change year-on-year +6.25% +6.67% -
10th Percentile £28,500 £26,250 £23,000
90th Percentile £62,500 £55,250 £52,500
Merseyside median annual salary £40,000 £40,000 £38,500
% change year-on-year - +3.90% +1.32%

Data Mining
Job Vacancy Trend in Liverpool

Job postings citing Data Mining as a percentage of all IT jobs advertised in Liverpool.

Job vacancy trend for Data Mining 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 in Liverpool.

Salary trend for Data Mining in Liverpool

Data Mining
Salary Histogram in Liverpool

The salary distribution of IT jobs citing Data Mining in Liverpool over the 6 months to 18 November 2017.

Salary histogram for Data Mining in Liverpool

For the 6 months to 18 November 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 9 (100.00%) SQL
2 8 (88.89%) VB
2 8 (88.89%) MySQL
2 8 (88.89%) SQL Server
2 8 (88.89%) Microsoft Excel
2 8 (88.89%) CRM
2 8 (88.89%) Business Intelligence
2 8 (88.89%) B2B
2 8 (88.89%) Microsoft
2 8 (88.89%) Management Information System
2 8 (88.89%) Spreadsheet
2 8 (88.89%) SQL Server Reporting Services
2 8 (88.89%) Data Analysis
2 8 (88.89%) Analytical Skills
3 4 (44.44%) Information Security
3 4 (44.44%) Information Security Management
3 4 (44.44%) Security Management
4 1 (11.11%) Data Modelling
4 1 (11.11%) Oracle
4 1 (11.11%) Visualisation
4 1 (11.11%) Data Visualisation
4 1 (11.11%) Data Quality
4 1 (11.11%) Conceptual Models
4 1 (11.11%) Data Strategy
4 1 (11.11%) Logical Data Model
4 1 (11.11%) Data Architecture

Data Mining
Co-occurring 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:

Applications
1 8 (88.89%) Microsoft Excel
1 8 (88.89%) Spreadsheet
Database & Business Intelligence
1 8 (88.89%) MySQL
1 8 (88.89%) SQL Server
1 8 (88.89%) SQL Server Reporting Services
Job Titles
1 4 (44.44%) Analyst
1 4 (44.44%) Data Analyst
1 4 (44.44%) Developer
1 4 (44.44%) SQL Analyst
1 4 (44.44%) SQL Data Analyst
1 4 (44.44%) SQL Developer
2 1 (11.11%) Architect
2 1 (11.11%) Data Architect
Miscellaneous
1 8 (88.89%) Analytical Skills
1 8 (88.89%) Management Information System
Processes & Methodologies
1 8 (88.89%) B2B
1 8 (88.89%) Business Intelligence
1 8 (88.89%) CRM
1 8 (88.89%) Data Analysis
2 4 (44.44%) Information Security
2 4 (44.44%) Information Security Management
2 4 (44.44%) Security Management
3 1 (11.11%) Conceptual Models
3 1 (11.11%) Data Architecture
3 1 (11.11%) Data Modelling
3 1 (11.11%) Data Strategy
3 1 (11.11%) Data Visualisation
3 1 (11.11%) Logical Data Model
3 1 (11.11%) Visualisation
Programming Languages
1 9 (100.00%) SQL
2 8 (88.89%) VB
Quality Assurance & Compliance
1 1 (11.11%) Data Quality
Vendors
1 8 (88.89%) Microsoft
2 1 (11.11%) Oracle