The table below looks at the statistics for Data Mining skills in IT jobs advertised for the Cheshire region. Included is a guide to the salaries offered in IT jobs that have cited Data Mining over the 3 months to 27 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 May 2016
Same period 2015 Same period 2014
Data Mining
Rank 89 109 121
Rank change year-on-year
+20 +12
Permanent jobs citing Data Mining 4 13 3
As % of all permanent IT jobs located in Cheshire 0.37% 0.80% 0.17%
As % of the Database & Business Intelligence category 1.25% 2.43% 0.44%
Number of salaries quoted 4 7 0
Median salary £33,500 £62,500 -
Median salary % change year-on-year
-46.40% -
UK excluding London median salary £47,000 £45,000 £42,500
% change year-on-year
+4.44% +5.88%
Data Mining
North West

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 Cheshire region.

Database & Business Intelligence Category
Cheshire
Permanent IT job ads with a match in the
Database & Business Intelligence category
321 534 678
As % of all permanent IT jobs located in Cheshire 29.72% 33.04% 39.01%
Number of salaries quoted 280 441 538
Median salary £40,000 £40,000 £37,500
Median salary % change year-on-year
- +6.66%
90% offered a salary of more than £27,500 £30,000 £28,000
10% offered a salary of more than £55,000 £47,500 £47,500
UK excluding London median salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

Data Mining
Jobs Demand Trend in Cheshire

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

Data Mining Salary Trend 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 3 months to 27 May 2016. 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
(Click see detailed
statistics and trends)
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
Chester - 3 £32,000 - 1
Data Mining
North West

Data Mining
Top 30 Related IT Skills in Cheshire

For the 6 months to 27 May 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 Cheshire region with a requirement for Data Mining.

1 7 (63.64%) SQL
1 7 (63.64%) Big Data
2 6 (54.55%) Open Source
2 6 (54.55%) Java
2 6 (54.55%) ETL
2 6 (54.55%) Business Intelligence
3 5 (45.45%) SQL Server
4 4 (36.36%) J2EE
4 4 (36.36%) MySQL
4 4 (36.36%) PHP
4 4 (36.36%) Web Services
4 4 (36.36%) Linux
4 4 (36.36%) Data Warehouse
4 4 (36.36%) VPN
4 4 (36.36%) Android
4 4 (36.36%) Apple iOS
4 4 (36.36%) Tableau
4 4 (36.36%) Ubuntu
4 4 (36.36%) SQL Server Integration Services
4 4 (36.36%) User Acceptance Testing
4 4 (36.36%) Mobile App
4 4 (36.36%) Amazon AWS
4 4 (36.36%) GitLab
4 4 (36.36%) Auto-Scaling
4 4 (36.36%) Rundeck
5 3 (27.27%) DevOps
5 3 (27.27%) SQL Server Analysis Services
5 3 (27.27%) Hadoop
6 2 (18.18%) MicroStrategy
6 2 (18.18%) MongoDB

Data Mining
Top Related 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:

Applications
1 2 (18.18%) MS Excel
Cloud Services
1 4 (36.36%) Amazon AWS
Communications & Networking
1 4 (36.36%) VPN
Database & Business Intelligence
1 7 (63.64%) Big Data
2 5 (45.45%) SQL Server
3 4 (36.36%) Data Warehouse
3 4 (36.36%) MySQL
3 4 (36.36%) SQL Server Integration Services
4 3 (27.27%) Hadoop
4 3 (27.27%) SQL Server Analysis Services
5 2 (18.18%) MongoDB
5 2 (18.18%) QlikView
5 2 (18.18%) SQL Server 2008
5 2 (18.18%) SQL Server 2014
5 2 (18.18%) SQL Server Reporting Services
6 1 (9.09%) DB2
6 1 (9.09%) Enterprise Data Warehouse
6 1 (9.09%) Oracle Database
6 1 (9.09%) Oracle Database 11g
6 1 (9.09%) Oracle Database 12c
6 1 (9.09%) SQL Server 2012
Development Applications
1 4 (36.36%) GitLab
2 2 (18.18%) Talend Open Studio
General
1 1 (9.09%) Banking
1 1 (9.09%) Finance
1 1 (9.09%) Financial Institution
Job Titles
1 5 (45.45%) Developer
2 4 (36.36%) Analyst
2 4 (36.36%) Cloud Developer
2 4 (36.36%) Software Developer
3 2 (18.18%) Business Data Analyst
3 2 (18.18%) Business Intelligence Analyst
3 2 (18.18%) Data Analyst
4 1 (9.09%) Administrator
4 1 (9.09%) Architect
4 1 (9.09%) Business Intelligence Developer
4 1 (9.09%) Data Architect
4 1 (9.09%) DBA
4 1 (9.09%) SQL BI Developer
4 1 (9.09%) SQL DBA
4 1 (9.09%) SQL Developer
Libraries, Frameworks & Software Standards
1 4 (36.36%) J2EE
1 4 (36.36%) Web Services
2 2 (18.18%) .NET
Miscellaneous
1 4 (36.36%) Mobile App
2 2 (18.18%) Analytical Skills
2 2 (18.18%) Replication
3 1 (9.09%) Data Extraction
3 1 (9.09%) Management Information System
3 1 (9.09%) Taxonomies
Operating Systems
1 4 (36.36%) Android
1 4 (36.36%) Apple iOS
1 4 (36.36%) Linux
1 4 (36.36%) Ubuntu
Processes & Methodologies
1 6 (54.55%) Business Intelligence
1 6 (54.55%) ETL
1 6 (54.55%) Open Source
2 4 (36.36%) Auto-Scaling
2 4 (36.36%) User Acceptance Testing
3 3 (27.27%) DevOps
4 2 (18.18%) Analytics
4 2 (18.18%) Data Engineering
4 2 (18.18%) ETL Development
4 2 (18.18%) Kimball Methodology
4 2 (18.18%) Machine Learning
4 2 (18.18%) Performance Tuning
5 1 (9.09%) Business Analysis
5 1 (9.09%) Business Development
5 1 (9.09%) Data Analysis
5 1 (9.09%) Inmon Methodology
5 1 (9.09%) Logical Data Model
5 1 (9.09%) Master Data Management
5 1 (9.09%) Physical Data Model
5 1 (9.09%) Translating Business Requirements
Programming Languages
1 7 (63.64%) SQL
2 6 (54.55%) Java
3 4 (36.36%) PHP
4 2 (18.18%) R
4 2 (18.18%) T-SQL
Quality Assurance & Compliance
1 1 (9.09%) COBIT
1 1 (9.09%) Data Quality
1 1 (9.09%) QA
Systems Management
1 4 (36.36%) Rundeck
Vendors
1 4 (36.36%) Tableau
2 2 (18.18%) MicroStrategy
2 2 (18.18%) Oracle
2 2 (18.18%) Talend
2 2 (18.18%) Vertica
3 1 (9.09%) Cognizant
3 1 (9.09%) Microsoft
3 1 (9.09%) Teradata