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 27 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Aug 2016
Same period 2015 Same period 2014
Data Mining
Rank 135 164 195
Rank change year-on-year
+29 +31
Permanent jobs citing Data Mining 22 21 6
As % of all permanent IT jobs located in Leeds 0.82% 0.60% 0.16%
As % of the Database & Business Intelligence category 2.71% 1.90% 0.50%
Number of salaries quoted 20 19 5
Median salary £33,000 £50,000 £50,000
Median salary % change year-on-year
-34.00% -
UK excluding London median salary £45,000 £45,000 £40,000
% change year-on-year
- +12.50%
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
811 1105 1195
As % of all permanent IT jobs located in Leeds 30.10% 31.45% 31.93%
Number of salaries quoted 713 906 937
Median salary £42,500 £45,000 £40,000
Median salary % change year-on-year
-5.55% +12.50%
90% offered a salary of more than £31,500 £32,500 £27,500
10% offered a salary of more than £55,000 £55,000 £62,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

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 27 August 2016.

Data Mining Salary Histogram in Leeds

Data Mining
Top 30 Related IT Skills in Leeds

For the 6 months to 27 August 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 21 (80.77%) Data Modelling
2 18 (69.23%) Statistics
3 15 (57.69%) Analytical Skills
4 14 (53.85%) Analytics
4 14 (53.85%) French Language
5 12 (46.15%) Mathematics
5 12 (46.15%) Predictive Modelling
5 12 (46.15%) Statistical Modelling
5 12 (46.15%) Degree
5 12 (46.15%) Automotive
5 12 (46.15%) Neural Network
6 11 (42.31%) Business Intelligence
7 10 (38.46%) SQL
7 10 (38.46%) T-SQL
7 10 (38.46%) Economics
7 10 (38.46%) Operations Research
8 9 (34.62%) ETL
8 9 (34.62%) SAS
8 9 (34.62%) Microsoft
8 9 (34.62%) Data Warehouse
8 9 (34.62%) Visualisation
9 8 (30.77%) SQL Server Analysis Services
9 8 (30.77%) SQL Server Reporting Services
9 8 (30.77%) SQL Server Integration Services
9 8 (30.77%) Agile Software Development
10 7 (26.92%) SQL Server
10 7 (26.92%) ETL Development
11 6 (23.08%) Power BI
11 6 (23.08%) SQL Server 2014
11 6 (23.08%) Kimball Methodology

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 9 (34.62%) SAS
Applications
1 4 (15.38%) MS Office
1 4 (15.38%) SPSS
2 3 (11.54%) MS Excel
3 2 (7.69%) Stata
Communications & Networking
1 1 (3.85%) Firewall
1 1 (3.85%) SNMP
1 1 (3.85%) TCP/IP
Database & Business Intelligence
1 9 (34.62%) Data Warehouse
2 8 (30.77%) SQL Server Analysis Services
2 8 (30.77%) SQL Server Integration Services
2 8 (30.77%) SQL Server Reporting Services
3 7 (26.92%) SQL Server
4 6 (23.08%) Power BI
4 6 (23.08%) QlikView
4 6 (23.08%) SQL Server 2014
5 5 (19.23%) Biml
6 4 (15.38%) SQL Server 2012
7 2 (7.69%) OLAP
7 2 (7.69%) Qlik Sense
8 1 (3.85%) Base SAS
8 1 (3.85%) BusinessObjects
8 1 (3.85%) BusinessObjects XI
8 1 (3.85%) Oracle OLAP
8 1 (3.85%) SAS Data Integration Studio
8 1 (3.85%) SAS Enterprise Guide
8 1 (3.85%) Text Mining
Development Applications
1 5 (19.23%) Git (software)
1 5 (19.23%) JIRA
General
1 14 (53.85%) French Language
2 12 (46.15%) Automotive
3 1 (3.85%) Finance
Job Titles
1 16 (61.54%) Analyst
2 7 (26.92%) Developer
3 5 (19.23%) Data Warehouse Developer
4 1 (3.85%) Analyst Developer
4 1 (3.85%) Architect
4 1 (3.85%) Business Intelligence Architect
4 1 (3.85%) Business Intelligence Developer
4 1 (3.85%) Business Intelligence Lead
4 1 (3.85%) Business Intelligence Manager
4 1 (3.85%) Business Manager
4 1 (3.85%) Cybersecurity Analyst
4 1 (3.85%) Data Analyst
4 1 (3.85%) Data Manager
4 1 (3.85%) Lead Architect
4 1 (3.85%) Master Data Manager
4 1 (3.85%) Programmer
4 1 (3.85%) SAS Programmer
4 1 (3.85%) Security Analyst
4 1 (3.85%) Senior Data Warehouse Developer
4 1 (3.85%) Senior Developer
Libraries, Frameworks & Software Standards
1 5 (19.23%) MDX
Miscellaneous
1 18 (69.23%) Statistics
2 15 (57.69%) Analytical Skills
3 12 (46.15%) Mathematics
3 12 (46.15%) Neural Network
4 10 (38.46%) Economics
5 9 (34.62%) Visualisation
6 1 (3.85%) Distributed Denial-of-Service
6 1 (3.85%) NHS
6 1 (3.85%) Performance Metrics
6 1 (3.85%) Reference Data
Operating Systems
1 1 (3.85%) Linux
1 1 (3.85%) Windows
Processes & Methodologies
1 21 (80.77%) Data Modelling
2 14 (53.85%) Analytics
3 12 (46.15%) Predictive Modelling
3 12 (46.15%) Statistical Modelling
4 11 (42.31%) Business Intelligence
5 10 (38.46%) Operations Research
6 9 (34.62%) ETL
7 8 (30.77%) Agile Software Development
8 7 (26.92%) ETL Development
9 6 (23.08%) Data Analysis
9 6 (23.08%) Kimball Methodology
9 6 (23.08%) Logical Data Model
9 6 (23.08%) Physical Data Model
10 5 (19.23%) Data Visualisation
10 5 (19.23%) Inmon Methodology
11 3 (11.54%) Predictive Analytics
12 2 (7.69%) Data Management
13 1 (3.85%) Complex Event Processing
13 1 (3.85%) SIEM
13 1 (3.85%) Software Testing
Programming Languages
1 10 (38.46%) SQL
1 10 (38.46%) T-SQL
2 5 (19.23%) C#
3 4 (15.38%) R
4 1 (3.85%) Bash Shell
4 1 (3.85%) PowerShell
4 1 (3.85%) SAS Macro
Qualifications
1 12 (46.15%) Degree
2 4 (15.38%) MCSA
2 4 (15.38%) MCSE
2 4 (15.38%) Microsoft Certification
Quality Assurance & Compliance
1 2 (7.69%) Data Quality
Systems Management
1 1 (3.85%) Network Intrusion Detection System
Vendors
1 9 (34.62%) Microsoft
2 6 (23.08%) Tableau
3 4 (15.38%) MicroStrategy
3 4 (15.38%) Sun
4 1 (3.85%) ArcSight
4 1 (3.85%) Cognos
4 1 (3.85%) LogRhythm
4 1 (3.85%) Oracle
4 1 (3.85%) Sagent
4 1 (3.85%) SAP
4 1 (3.85%) Splunk
4 1 (3.85%) Teradata
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