Period
to 19 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Cheshire 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 19 November 2017 with a comparison to the same period in the previous 2 years.

Data Mining
North West > Cheshire
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 162 128 144
Rank change year-on-year -34 +16 +38
Permanent jobs citing Data Mining 10 20 33
As % of all permanent IT jobs advertised in Cheshire 0.33% 0.89% 1.01%
As % of the Database & Business Intelligence category 1.10% 2.67% 2.63%
Number of salaries quoted 7 22 7
Cheshire median annual salary £47,500 £32,500 £37,500
Median salary % change year-on-year +46.15% -13.33% -23.08%
10th Percentile £36,650 £16,925 £27,400
90th Percentile £53,750 £48,750 £44,250
North West median annual salary £40,518 £40,000 £42,500
% change year-on-year +1.30% -5.88% +11.84%

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 Cheshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Cheshire
Permanent vacancies with a requirement for database or business intelligence skills 911 750 1253
As % of all permanent IT jobs advertised in Cheshire 30.15% 33.29% 38.47%
Number of salaries quoted 757 676 1111
Cheshire median annual salary £42,500 £36,500 £40,000
Median salary % change year-on-year +16.44% -8.75% +3.90%
10th Percentile £27,500 £25,000 £26,750
90th Percentile £59,250 £55,000 £53,750
North West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +5.26%

Data Mining
Job Vacancy Trend in Cheshire

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

Job vacancy trend for Data Mining in Cheshire

Data Mining
Salary Trend in Cheshire

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

Salary trend for Data Mining in Cheshire

Data Mining
Salary Histogram in Cheshire

The salary distribution of IT jobs citing Data Mining in Cheshire over the 6 months to 19 November 2017.

Salary histogram for Data Mining in Cheshire

Data Mining
Job Locations in Cheshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Mining within the Cheshire region over the 6 months to 19 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Chester -6 6 £47,500 +18.75%
Knutsford - 1 £55,000 -
Warrington - 1 £31,500 -
Data Mining
North West

For the 6 months to 19 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 Cheshire region with a requirement for Data Mining.

1 8 (80.00%) ETL
1 8 (80.00%) Analytics
2 7 (70.00%) Tableau
3 6 (60.00%) SQL
3 6 (60.00%) SQL Server
4 5 (50.00%) Business Intelligence
4 5 (50.00%) Data Warehouse
4 5 (50.00%) Finance
4 5 (50.00%) SQL Server Reporting Services
4 5 (50.00%) Data Analysis
4 5 (50.00%) Visualisation
4 5 (50.00%) Performance Tuning
5 4 (40.00%) Data Visualisation
5 4 (40.00%) Degree
6 3 (30.00%) R
6 3 (30.00%) Java
6 3 (30.00%) Performance Monitoring
6 3 (30.00%) Data Analytics
6 3 (30.00%) Root Cause Analysis
6 3 (30.00%) Performance Optimisation
6 3 (30.00%) SQL Server 2016
7 2 (20.00%) Qlik Sense
7 2 (20.00%) Data Engineering
7 2 (20.00%) Power BI
7 2 (20.00%) Vertica
7 2 (20.00%) ParAccel
7 2 (20.00%) Big Data
7 2 (20.00%) Talend
7 2 (20.00%) MySQL
7 2 (20.00%) Linux

Data Mining
Co-occurring IT Skills in Cheshire 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 (20.00%) SAS
2 1 (10.00%) Apache Pig
Applications
1 1 (10.00%) Microsoft Excel
Cloud Services
1 2 (20.00%) Cloud Computing
1 2 (20.00%) Google Analytics
Database & Business Intelligence
1 6 (60.00%) SQL Server
2 5 (50.00%) Data Warehouse
2 5 (50.00%) SQL Server Reporting Services
3 3 (30.00%) SQL Server 2016
4 2 (20.00%) Big Data
4 2 (20.00%) MongoDB
4 2 (20.00%) MySQL
4 2 (20.00%) Power BI
4 2 (20.00%) Qlik Sense
4 2 (20.00%) QlikView
4 2 (20.00%) Snowflake Schema
4 2 (20.00%) SQL Server Analysis Services
4 2 (20.00%) SQL Server Integration Services
4 2 (20.00%) VLDB
5 1 (10.00%) Apache Hive
5 1 (10.00%) Hadoop
5 1 (10.00%) KNIME
5 1 (10.00%) PowerPivot
5 1 (10.00%) Relational Database
5 1 (10.00%) SAS Enterprise Miner
Development Applications
1 2 (20.00%) Talend Open Studio
General
1 5 (50.00%) Finance
2 1 (10.00%) Marketing
Job Titles
1 7 (70.00%) Developer
2 5 (50.00%) Business Intelligence Developer
3 3 (30.00%) Analyst
3 3 (30.00%) Report Developer
4 2 (20.00%) Analyst Developer
4 2 (20.00%) Business Intelligence Analyst
4 2 (20.00%) Business Intelligence Lead
4 2 (20.00%) Data Analyst
4 2 (20.00%) Data Engineer
4 2 (20.00%) DBA
4 2 (20.00%) Developer Analyst
4 2 (20.00%) Lead Developer
4 2 (20.00%) Report Analyst
4 2 (20.00%) SQL DBA
4 2 (20.00%) SQL Developer
4 2 (20.00%) SQL Server DBA
5 1 (10.00%) Data Scientist
5 1 (10.00%) Development DBA
5 1 (10.00%) Insight Analyst
5 1 (10.00%) SQL BI Developer
Libraries, Frameworks & Software Standards
1 1 (10.00%) Natural Language Processing
Miscellaneous
1 1 (10.00%) Analytical Skills
Operating Systems
1 2 (20.00%) Linux
Processes & Methodologies
1 8 (80.00%) Analytics
1 8 (80.00%) ETL
2 5 (50.00%) Business Intelligence
2 5 (50.00%) Data Analysis
2 5 (50.00%) Performance Tuning
2 5 (50.00%) Visualisation
3 4 (40.00%) Data Visualisation
4 3 (30.00%) Data Analytics
4 3 (30.00%) Performance Monitoring
4 3 (30.00%) Performance Optimisation
4 3 (30.00%) Root Cause Analysis
5 2 (20.00%) Agile Software Development
5 2 (20.00%) CRM
5 2 (20.00%) Data Engineering
5 2 (20.00%) Data Migration
5 2 (20.00%) Data Modelling
5 2 (20.00%) Migration
5 2 (20.00%) Open Source
5 2 (20.00%) Stakeholder Engagement
5 2 (20.00%) Web Development
Programming Languages
1 6 (60.00%) SQL
2 3 (30.00%) Java
2 3 (30.00%) R
3 2 (20.00%) Shell Script
4 1 (10.00%) C++
4 1 (10.00%) MATLAB
4 1 (10.00%) Python
Qualifications
1 4 (40.00%) Degree
2 1 (10.00%) PhD
Quality Assurance & Compliance
1 1 (10.00%) Data Quality
Vendors
1 7 (70.00%) Tableau
2 2 (20.00%) Google
2 2 (20.00%) ParAccel
2 2 (20.00%) Salesforce.com
2 2 (20.00%) Talend
2 2 (20.00%) Vertica
3 1 (10.00%) Microsoft
3 1 (10.00%) Teradata
3 1 (10.00%) Twitter