The table below looks at the statistics for Data Mining skills in IT jobs advertised for the Leeds region. Included is a guide to the salaries offered in IT jobs that have cited Data Mining over the 3 months to 23 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
23 Jul 2016
Same period 2015 Same period 2014
Data Mining
Rank 142 162 184
Rank change year-on-year
+20 +22
Permanent jobs citing Data Mining 15 26 5
As % of all permanent IT jobs located in Leeds 0.55% 0.74% 0.14%
As % of the Database & Business Intelligence category 1.91% 2.24% 0.41%
Number of salaries quoted 14 22 4
Median salary £40,000 £50,000 £47,500
Median salary % change year-on-year
-20.00% +5.26%
90% offered a salary of more than £26,000 £35,000 £45,000
10% offered a salary of more than £44,250 £50,000 £50,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%
Data Mining
West Yorkshire

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 Leeds region.

Database & Business Intelligence Category
Leeds
Permanent IT job ads with a match in the
Database & Business Intelligence category
786 1159 1219
As % of all permanent IT jobs located in Leeds 28.65% 33.01% 33.66%
Number of salaries quoted 662 948 983
Median salary £40,500 £41,250 £40,000
Median salary % change year-on-year
-1.81% +3.12%
90% offered a salary of more than £30,000 £31,500 £28,000
10% offered a salary of more than £56,500 £52,500 £62,500
UK excluding London median salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

Data Mining
Jobs Demand Trend in Leeds

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

Data Mining Salary Trend in Leeds

Data Mining
Salary Histogram in Leeds

This chart provides a salary histogram for IT jobs citing Data Mining across the Leeds region over the 3 months to 23 July 2016.

Data Mining Salary Histogram in Leeds

Data Mining
Top 30 Related IT Skills in Leeds

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

1 19 (59.38%) SQL
2 15 (46.88%) Data Modelling
2 15 (46.88%) Analytics
3 13 (40.63%) Business Intelligence
4 12 (37.50%) SAS
4 12 (37.50%) Statistics
4 12 (37.50%) Analytical Skills
5 11 (34.38%) T-SQL
6 10 (31.25%) Data Warehouse
6 10 (31.25%) French Language
6 10 (31.25%) Visualisation
7 9 (28.13%) SQL Server Analysis Services
7 9 (28.13%) SQL Server Reporting Services
7 9 (28.13%) Degree
8 8 (25.00%) Mathematics
8 8 (25.00%) Data Analysis
8 8 (25.00%) Predictive Modelling
8 8 (25.00%) Statistical Modelling
8 8 (25.00%) MS Excel
8 8 (25.00%) SQL Server
8 8 (25.00%) Automotive
8 8 (25.00%) Neural Network
9 7 (21.88%) Agile Software Development
9 7 (21.88%) SQL Server Integration Services
10 6 (18.75%) Operations Research
10 6 (18.75%) Data Quality
10 6 (18.75%) Economics
10 6 (18.75%) ETL
10 6 (18.75%) Microsoft
10 6 (18.75%) Power BI

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 12 (37.50%) SAS
Applications
1 8 (25.00%) MS Excel
2 4 (12.50%) MS Office
2 4 (12.50%) SPSS
3 2 (6.25%) MS Visio
3 2 (6.25%) Stata
Communications & Networking
1 1 (3.13%) Firewall
1 1 (3.13%) SNMP
1 1 (3.13%) TCP/IP
Database & Business Intelligence
1 10 (31.25%) Data Warehouse
2 9 (28.13%) SQL Server Analysis Services
2 9 (28.13%) SQL Server Reporting Services
3 8 (25.00%) SQL Server
4 7 (21.88%) SQL Server Integration Services
5 6 (18.75%) Power BI
5 6 (18.75%) SQL Server 2014
6 5 (15.63%) OLAP
6 5 (15.63%) SQL Server 2012
7 4 (12.50%) Base SAS
7 4 (12.50%) Biml
7 4 (12.50%) QlikView
7 4 (12.50%) SAS Enterprise Guide
8 2 (6.25%) Microsoft Power View
8 2 (6.25%) SAS Data Integration Studio
8 2 (6.25%) SAS EBI
9 1 (3.13%) BusinessObjects XI
9 1 (3.13%) Oracle OLAP
9 1 (3.13%) Relational Database
9 1 (3.13%) Text Mining
Development Applications
1 4 (12.50%) Git (software)
1 4 (12.50%) JIRA
2 1 (3.13%) Eclipse
2 1 (3.13%) Eclipse RCP
2 1 (3.13%) Jenkins
2 1 (3.13%) Selenium
General
1 10 (31.25%) French Language
2 8 (25.00%) Automotive
3 5 (15.63%) Marketing
3 5 (15.63%) Retail
4 4 (12.50%) Finance
Job Titles
1 20 (62.50%) Analyst
2 7 (21.88%) Developer
3 5 (15.63%) Database Analyst
3 5 (15.63%) Database Marketing Analyst
3 5 (15.63%) Marketing Analyst
4 4 (12.50%) Data Warehouse Developer
5 3 (9.38%) SQL Analyst
5 3 (9.38%) SQL Server Analyst
5 3 (9.38%) SSRS Analyst
6 2 (6.25%) Consultant
6 2 (6.25%) Programmer
6 2 (6.25%) SAS Consultant
6 2 (6.25%) SAS Programmer
7 1 (3.13%) Analyst Developer
7 1 (3.13%) Business Intelligence Developer
7 1 (3.13%) Data Analyst
7 1 (3.13%) J2EE Developer
7 1 (3.13%) Java Developer
7 1 (3.13%) Java/J2EE Developer
7 1 (3.13%) Security Analyst
Libraries, Frameworks & Software Standards
1 4 (12.50%) MDX
2 1 (3.13%) CSS
2 1 (3.13%) CSS3
2 1 (3.13%) HTML
2 1 (3.13%) HTML5
2 1 (3.13%) J2EE
2 1 (3.13%) JavaFX
2 1 (3.13%) JFace
2 1 (3.13%) Spring
2 1 (3.13%) Swing
Miscellaneous
1 12 (37.50%) Analytical Skills
1 12 (37.50%) Statistics
2 10 (31.25%) Visualisation
3 8 (25.00%) Mathematics
3 8 (25.00%) Neural Network
4 6 (18.75%) Economics
5 2 (6.25%) Algorithms
6 1 (3.13%) Distributed Denial-of-Service
6 1 (3.13%) NHS
6 1 (3.13%) Performance Metrics
Operating Systems
1 2 (6.25%) Unix
1 2 (6.25%) Windows
2 1 (3.13%) Linux
Processes & Methodologies
1 15 (46.88%) Analytics
1 15 (46.88%) Data Modelling
2 13 (40.63%) Business Intelligence
3 8 (25.00%) Data Analysis
3 8 (25.00%) Predictive Modelling
3 8 (25.00%) Statistical Modelling
4 7 (21.88%) Agile Software Development
5 6 (18.75%) ETL
5 6 (18.75%) Operations Research
6 5 (15.63%) Actionable Insight
6 5 (15.63%) Customer Analysis
6 5 (15.63%) Customer Analytics
6 5 (15.63%) Database Marketing
6 5 (15.63%) ETL Development
6 5 (15.63%) Kimball Methodology
7 4 (12.50%) Inmon Methodology
7 4 (12.50%) Logical Data Model
7 4 (12.50%) Physical Data Model
8 3 (9.38%) Data Migration
8 3 (9.38%) Data Visualisation
Programming Languages
1 19 (59.38%) SQL
2 11 (34.38%) T-SQL
3 4 (12.50%) C#
3 4 (12.50%) R
4 2 (6.25%) SAS Macro
5 1 (3.13%) Bash Shell
5 1 (3.13%) Groovy
5 1 (3.13%) Java
5 1 (3.13%) JavaScript
5 1 (3.13%) PowerShell
Qualifications
1 9 (28.13%) Degree
2 5 (15.63%) Microsoft Certification
3 4 (12.50%) MCSA
3 4 (12.50%) MCSE
Quality Assurance & Compliance
1 6 (18.75%) Data Quality
Systems Management
1 1 (3.13%) Network Intrusion Detection System
Vendors
1 6 (18.75%) Microsoft
2 4 (12.50%) MicroStrategy
2 4 (12.50%) Sun
2 4 (12.50%) Tableau
3 2 (6.25%) Oracle
4 1 (3.13%) ArcSight
4 1 (3.13%) Cognos
4 1 (3.13%) LogRhythm
4 1 (3.13%) Sagent
4 1 (3.13%) SAP
4 1 (3.13%) Splunk
4 1 (3.13%) Teradata
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