The following table provides summary statistics for permanent job vacancies advertised in Leeds 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 3 months to 23 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
23 Mar 2017
Same period 2016 Same period 2015
Data Mining
Rank 146 142 158
Rank change year-on-year -4 +16  
Permanent jobs citing Data Mining 12 29 29
As % of all permanent IT jobs advertised in Leeds 0.47% 0.89% 0.80%
As % of the Database & Business Intelligence category 1.47% 2.39% 2.43%
Number of salaries quoted 12 20 29
Median salary £42,500 £40,000 £31,000
Median salary % change year-on-year +6.25% +29.03%  
90% offered a salary of more than £35,100 £32,500 £28,500
10% offered a salary of more than £55,000 £40,100 £46,000
UK excluding London median salary £45,000 £41,750 £42,500
% change year-on-year +7.78% -1.76%  

Data Mining is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Leeds with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Leeds
Permanent job vacancies with a requirement for database and business intelligence skills 815 1212 1191
As % of all permanent IT job vacancies advertised in Leeds 31.71% 37.02% 32.70%
Number of salaries quoted 735 979 989
Median salary £42,500 £40,000 £38,500
Median salary % change year-on-year +6.25% +3.89%  
90% offered a salary of more than £30,000 £32,500 £29,500
10% offered a salary of more than £55,000 £52,500 £57,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

Data Mining
Job Vacancy Trend in Leeds

The job posting trend of jobs advertised in Leeds citing Data Mining as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for Data Mining in Leeds

Data Mining
Salary Trend in Leeds

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

Salary trend for Data Mining in Leeds

Data Mining
Salary Histogram in Leeds

The salary distribution of IT jobs citing Data Mining in Leeds over the 3 months to 23 March 2017.

Salary histogram for Data Mining in Leeds

Data Mining
Top 30 Related IT Skills in Leeds

For the 6 months to 23 March 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 Leeds region with a requirement for Data Mining.

1 12 (75.00%) SQL
2 11 (68.75%) Business Intelligence
3 10 (62.50%) Data Modelling
3 10 (62.50%) MS Excel
4 9 (56.25%) Analytics
5 7 (43.75%) Analytical Skills
5 7 (43.75%) Microsoft
6 6 (37.50%) BusinessObjects
6 6 (37.50%) Data Warehouse
6 6 (37.50%) Tableau
6 6 (37.50%) Data Analytics
7 5 (31.25%) SQL Server Analysis Services
7 5 (31.25%) SQL Server Reporting Services
7 5 (31.25%) SQL Server Integration Services
7 5 (31.25%) Marketing
8 4 (25.00%) Finance
8 4 (25.00%) VBA
8 4 (25.00%) Predictive Modelling
9 3 (18.75%) Stakeholder Engagement
9 3 (18.75%) OpenUP
9 3 (18.75%) Data Analysis
9 3 (18.75%) Statistics
9 3 (18.75%) MS PowerPoint
9 3 (18.75%) Multivariate Analysis
9 3 (18.75%) SQL Server
9 3 (18.75%) T-SQL
9 3 (18.75%) VB
9 3 (18.75%) MS Access
9 3 (18.75%) CRM
9 3 (18.75%) ETL

Data Mining
Top Related IT Skills in Leeds 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 3 (18.75%) SAS
2 1 (6.25%) Apache Spark
Applications
1 10 (62.50%) MS Excel
2 3 (18.75%) MS PowerPoint
2 3 (18.75%) SPSS
3 2 (12.50%) MS Office
Cloud Services
1 1 (6.25%) Amazon EC2
Database & Business Intelligence
1 6 (37.50%) BusinessObjects
1 6 (37.50%) Data Warehouse
2 5 (31.25%) SQL Server Analysis Services
2 5 (31.25%) SQL Server Integration Services
2 5 (31.25%) SQL Server Reporting Services
3 3 (18.75%) Big Data
3 3 (18.75%) MS Access
3 3 (18.75%) SQL Server
4 2 (12.50%) Power BI
4 2 (12.50%) Relational Database
4 2 (12.50%) SQL Server 2016
5 1 (6.25%) Hadoop
5 1 (6.25%) Qlik Sense
5 1 (6.25%) QlikView
5 1 (6.25%) SQL Server 2014
5 1 (6.25%) Text Mining
Development Applications
1 1 (6.25%) Git (software)
1 1 (6.25%) JIRA
General
1 5 (31.25%) Marketing
2 4 (25.00%) Finance
3 2 (12.50%) Back Office
3 2 (12.50%) Legal
Job Titles
1 6 (37.50%) Developer
2 5 (31.25%) Analyst
2 5 (31.25%) Data Scientist
3 4 (25.00%) Business Intelligence Developer
4 3 (18.75%) CRM Analyst
4 3 (18.75%) Data Warehouse Developer
5 2 (12.50%) Marketing Analyst
5 2 (12.50%) Senior Analyst
6 1 (6.25%) Data Strategist
6 1 (6.25%) Excel Analyst
6 1 (6.25%) Report Analyst
6 1 (6.25%) Senior Data Scientist
6 1 (6.25%) Senior Data Warehouse Developer
6 1 (6.25%) Senior Developer
6 1 (6.25%) Senior Reporting Analyst
Miscellaneous
1 7 (43.75%) Analytical Skills
2 2 (12.50%) Computer Science
2 2 (12.50%) Management Information System
3 1 (6.25%) Algorithms
3 1 (6.25%) Data Structures
Processes & Methodologies
1 11 (68.75%) Business Intelligence
2 10 (62.50%) Data Modelling
3 9 (56.25%) Analytics
4 6 (37.50%) Data Analytics
5 4 (25.00%) Predictive Modelling
6 3 (18.75%) CRM
6 3 (18.75%) Customer Segmentation
6 3 (18.75%) Data Analysis
6 3 (18.75%) ETL
6 3 (18.75%) Multivariate Analysis
6 3 (18.75%) OpenUP
6 3 (18.75%) Project Management
6 3 (18.75%) Stakeholder Engagement
6 3 (18.75%) Statistical Modelling
6 3 (18.75%) Statistics
7 2 (12.50%) A/B Testing
7 2 (12.50%) Data Mapping
7 2 (12.50%) Machine Learning
7 2 (12.50%) Mathematics
7 2 (12.50%) Process Management
Programming Languages
1 12 (75.00%) SQL
2 4 (25.00%) VBA
3 3 (18.75%) T-SQL
3 3 (18.75%) VB
4 1 (6.25%) C#
4 1 (6.25%) C++
4 1 (6.25%) Java
4 1 (6.25%) Python
4 1 (6.25%) R
Qualifications
1 2 (12.50%) Degree
1 2 (12.50%) PhD
Quality Assurance & Compliance
1 1 (6.25%) Data Quality
Vendors
1 7 (43.75%) Microsoft
2 6 (37.50%) Tableau
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