Period
to 18 November 2017

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 6 months to 18 November 2017 with a comparison to the same period in the previous 2 years.

Data Mining
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 156 212 239
Rank change year-on-year +56 +27 +24
Permanent jobs citing Data Mining 60 25 43
As % of all permanent IT jobs advertised in Leeds 1.23% 0.46% 0.62%
As % of the Database & Business Intelligence category 4.20% 1.49% 1.85%
Number of salaries quoted 52 21 27
Leeds median annual salary £39,000 £30,000 £50,000
Median salary % change year-on-year +30.00% -40.00% +17.65%
West Yorkshire median annual salary £39,000 £35,000 £42,500
% change year-on-year +11.43% -17.65% +6.25%

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 Leeds with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Leeds
Permanent vacancies with a requirement for database or business intelligence skills 1427 1674 2323
As % of all permanent IT jobs advertised in Leeds 29.16% 30.79% 33.29%
Number of salaries quoted 1262 1516 1869
Leeds median annual salary £45,000 £41,500 £42,500
Median salary % change year-on-year +8.43% -2.35% +6.25%
10th Percentile £30,000 £28,000 £28,250
90th Percentile £61,250 £57,500 £60,000
West Yorkshire median annual salary £44,236 £40,000 £40,000
% change year-on-year +10.59% - +3.90%

Data Mining
Job Vacancy Trend in Leeds

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

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 6 months to 18 November 2017.

Salary histogram for Data Mining in Leeds

For the 6 months to 18 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 Leeds region with a requirement for Data Mining.

1 43 (71.67%) SQL
1 43 (71.67%) Analytics
2 35 (58.33%) Analytical Skills
3 31 (51.67%) Business Intelligence
4 29 (48.33%) Data Warehouse
5 27 (45.00%) Data Modelling
5 27 (45.00%) Microsoft
6 26 (43.33%) SAS
7 24 (40.00%) Data Analytics
8 22 (36.67%) Data Analysis
9 20 (33.33%) Microsoft Excel
10 18 (30.00%) ETL
11 17 (28.33%) VBA
11 17 (28.33%) Statistical Modelling
12 15 (25.00%) Tableau
12 15 (25.00%) Finance
13 14 (23.33%) SQL Server
13 14 (23.33%) Data Visualisation
13 14 (23.33%) Marketing
13 14 (23.33%) Visualisation
14 12 (20.00%) Predictive Analytics
14 12 (20.00%) Data Cleansing
14 12 (20.00%) MS Access
14 12 (20.00%) SPSS
14 12 (20.00%) SQL Server Reporting Services
15 10 (16.67%) Cognos
15 10 (16.67%) Multivariate Analysis
15 10 (16.67%) Predictive Modelling
15 10 (16.67%) Stakeholder Engagement
15 10 (16.67%) Business Analytics

Data Mining
Co-occurring 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 26 (43.33%) SAS
2 2 (3.33%) SharePoint
3 1 (1.67%) Apache Spark
Applications
1 20 (33.33%) Microsoft Excel
2 12 (20.00%) SPSS
3 3 (5.00%) Microsoft Office
Cloud Services
1 4 (6.67%) Google Analytics
1 4 (6.67%) Google Tag Manager
2 2 (3.33%) Cortana Intelligence Suite
2 2 (3.33%) Microsoft Azure
3 1 (1.67%) Amazon AWS
3 1 (1.67%) Google Cloud Platform
Communications & Networking
1 1 (1.67%) SMS
Database & Business Intelligence
1 29 (48.33%) Data Warehouse
2 14 (23.33%) SQL Server
3 12 (20.00%) MS Access
3 12 (20.00%) SQL Server Reporting Services
4 9 (15.00%) BusinessObjects
4 9 (15.00%) SQL Server Analysis Services
4 9 (15.00%) SQL Server Integration Services
5 8 (13.33%) Crystal Reports
6 7 (11.67%) Big Data
6 7 (11.67%) Power BI
7 6 (10.00%) SQL Server 2012
8 5 (8.33%) SQL Server 2014
9 3 (5.00%) Hadoop
9 3 (5.00%) Relational Database
9 3 (5.00%) SQL Server 2008
9 3 (5.00%) SQL Server 2016
10 2 (3.33%) Azure SQL Database
10 2 (3.33%) Data Lake
10 2 (3.33%) Microsoft Analysis Services
10 2 (3.33%) RDBMS
Development Applications
1 3 (5.00%) Team Foundation Server
2 2 (3.33%) Git (software)
General
1 15 (25.00%) Finance
2 14 (23.33%) Marketing
3 3 (5.00%) Automotive
3 3 (5.00%) Manufacturing
4 1 (1.67%) Advertising
Job Titles
1 19 (31.67%) Analyst
2 14 (23.33%) Data Scientist
3 10 (16.67%) Trainer
4 8 (13.33%) Developer
5 6 (10.00%) Report Analyst
6 5 (8.33%) SQL Analyst
7 4 (6.67%) Business Intelligence Analyst
7 4 (6.67%) Data Analyst
7 4 (6.67%) Insight Analyst
7 4 (6.67%) SAS Analyst
7 4 (6.67%) SQL Reporting Analyst
7 4 (6.67%) Web Analyst
8 3 (5.00%) 2nd Line Support
8 3 (5.00%) Applications Support
8 3 (5.00%) ERP Support
8 3 (5.00%) Senior Analyst
9 2 (3.33%) Business Consultant
9 2 (3.33%) Business Intelligence Consultant
9 2 (3.33%) Consultant
9 2 (3.33%) DBA
Libraries, Frameworks & Software Standards
1 1 (1.67%) COM
1 1 (1.67%) Kafka
Miscellaneous
1 35 (58.33%) Analytical Skills
2 6 (10.00%) Computer Science
3 4 (6.67%) Digital Media
3 4 (6.67%) Management Information System
3 4 (6.67%) User Experience
4 3 (5.00%) Algorithms
5 1 (1.67%) Social Media
Processes & Methodologies
1 43 (71.67%) Analytics
2 31 (51.67%) Business Intelligence
3 27 (45.00%) Data Modelling
4 24 (40.00%) Data Analytics
5 22 (36.67%) Data Analysis
6 18 (30.00%) ETL
7 17 (28.33%) Statistical Modelling
8 14 (23.33%) Data Visualisation
8 14 (23.33%) Visualisation
9 12 (20.00%) Data Cleansing
9 12 (20.00%) Predictive Analytics
10 10 (16.67%) Business Analytics
10 10 (16.67%) Data Transformation
10 10 (16.67%) Multivariate Analysis
10 10 (16.67%) Predictive Modelling
10 10 (16.67%) Pricing Strategy
10 10 (16.67%) Stakeholder Engagement
11 9 (15.00%) OpenUP
12 8 (13.33%) Coaching
12 8 (13.33%) ERP
Programming Languages
1 43 (71.67%) SQL
2 17 (28.33%) VBA
3 9 (15.00%) T-SQL
3 9 (15.00%) VB
4 2 (3.33%) Python
4 2 (3.33%) R
Qualifications
1 9 (15.00%) Degree
2 4 (6.67%) Computer Science Degree
3 3 (5.00%) MCP
3 3 (5.00%) MCSA
3 3 (5.00%) Microsoft Certification
4 2 (3.33%) Numerate Degree
4 2 (3.33%) SC Cleared
4 2 (3.33%) Security Cleared
Quality Assurance & Compliance
1 1 (1.67%) Data Quality
Vendors
1 27 (45.00%) Microsoft
2 15 (25.00%) Tableau
3 10 (16.67%) Cognos
4 5 (8.33%) Google
5 3 (5.00%) RedGate