Period
to 23 January 2018

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 23 January 2018 with a comparison to the same period in the previous 2 years.

Data Mining
6 months to
23 Jan 2018
Same period 2017 Same period 2016
Rank 181 219 210
Rank change year-on-year +38 -9 +13
Permanent jobs citing Data Mining 38 13 59
As % of all permanent IT jobs advertised in Leeds 0.79% 0.25% 0.87%
As % of the Database & Business Intelligence category 2.99% 0.77% 2.47%
Number of salaries quoted 36 10 33
Leeds median annual salary £39,000 £32,500 £41,500
Median salary % change year-on-year +20.00% -21.69% +3.75%
10th Percentile £30,000 £26,000 £31,500
90th Percentile £52,000 £53,750 £66,500
West Yorkshire median annual salary £39,000 £35,000 £41,500
% change year-on-year +11.43% -15.66% +18.57%

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 1,272 1,678 2,389
As % of all permanent IT jobs advertised in Leeds 26.61% 31.76% 35.38%
Number of salaries quoted 1,114 1,527 1,900
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 £28,250 £27,500
90th Percentile £60,000 £56,900 £62,000
West Yorkshire median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - -

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 23 January 2018.

Salary histogram for Data Mining in Leeds

For the 6 months to 23 January 2018, 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 29 (76.32%) Analytics
2 27 (71.05%) Business Intelligence
3 25 (65.79%) SQL
4 23 (60.53%) Data Analytics
5 18 (47.37%) Analytical Skills
5 18 (47.37%) Microsoft
6 17 (44.74%) Microsoft Excel
6 17 (44.74%) Statistical Modelling
7 16 (42.11%) Data Modelling
8 14 (36.84%) Data Warehouse
9 13 (34.21%) ETL
9 13 (34.21%) Tableau
10 12 (31.58%) Visualisation
10 12 (31.58%) Data Analysis
11 11 (28.95%) SAS
11 11 (28.95%) Finance
11 11 (28.95%) Data Visualisation
12 10 (26.32%) Predictive Modelling
12 10 (26.32%) SQL Server Reporting Services
12 10 (26.32%) Marketing
13 9 (23.68%) SQL Server Integration Services
13 9 (23.68%) Data Cleansing
13 9 (23.68%) BusinessObjects
13 9 (23.68%) VB
13 9 (23.68%) SQL Server
13 9 (23.68%) SQL Server Analysis Services
14 8 (21.05%) T-SQL
14 8 (21.05%) Predictive Analytics
14 8 (21.05%) Data Management
15 7 (18.42%) Cognos

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 11 (28.95%) SAS
2 1 (2.63%) Apache Spark
2 1 (2.63%) SharePoint
Applications
1 17 (44.74%) Microsoft Excel
Cloud Services
1 2 (5.26%) Google Cloud Platform
2 1 (2.63%) Amazon AWS
2 1 (2.63%) Cortana Intelligence Suite
2 1 (2.63%) Microsoft Azure
Database & Business Intelligence
1 14 (36.84%) Data Warehouse
2 10 (26.32%) SQL Server Reporting Services
3 9 (23.68%) BusinessObjects
3 9 (23.68%) SQL Server
3 9 (23.68%) SQL Server Analysis Services
3 9 (23.68%) SQL Server Integration Services
4 6 (15.79%) Power BI
5 5 (13.16%) Big Data
5 5 (13.16%) Crystal Reports
5 5 (13.16%) SQL Server 2012
6 3 (7.89%) SQL Server 2014
6 3 (7.89%) SQL Server 2016
7 2 (5.26%) BigQuery
7 2 (5.26%) Hadoop
7 2 (5.26%) Relational Database
7 2 (5.26%) SQL Server 2005
7 2 (5.26%) SQL Server 2008
8 1 (2.63%) Apache Hive
8 1 (2.63%) Microsoft Analysis Services
8 1 (2.63%) RDBMS
Development Applications
1 3 (7.89%) Team Foundation Server
2 2 (5.26%) Git (software)
General
1 11 (28.95%) Finance
2 10 (26.32%) Marketing
3 2 (5.26%) Advertising
4 1 (2.63%) Law
4 1 (2.63%) Legal
Job Titles
1 17 (44.74%) Analyst
2 8 (21.05%) Developer
3 7 (18.42%) Trainer
4 6 (15.79%) SQL Analyst
5 5 (13.16%) Business Intelligence Analyst
5 5 (13.16%) Data Analyst
6 4 (10.53%) Report Analyst
6 4 (10.53%) SAS Analyst
6 4 (10.53%) SQL Reporting Analyst
7 3 (7.89%) Senior Analyst
8 2 (5.26%) Data Scientist
8 2 (5.26%) SSRS Analyst
9 1 (2.63%) Business Consultant
9 1 (2.63%) Business Intelligence Developer
9 1 (2.63%) Business Intelligence Manager
9 1 (2.63%) Business Manager
9 1 (2.63%) Data Engineer
9 1 (2.63%) Microsoft BI Consultant
9 1 (2.63%) Microsoft Consultant
9 1 (2.63%) Principal Engineer
Libraries, Frameworks & Software Standards
1 1 (2.63%) Kafka
Miscellaneous
1 18 (47.37%) Analytical Skills
2 4 (10.53%) Algorithms
2 4 (10.53%) Management Information System
3 2 (5.26%) Computer Science
4 1 (2.63%) Social Media
Processes & Methodologies
1 29 (76.32%) Analytics
2 27 (71.05%) Business Intelligence
3 23 (60.53%) Data Analytics
4 17 (44.74%) Statistical Modelling
5 16 (42.11%) Data Modelling
6 13 (34.21%) ETL
7 12 (31.58%) Data Analysis
7 12 (31.58%) Visualisation
8 11 (28.95%) Data Visualisation
9 10 (26.32%) Predictive Modelling
10 9 (23.68%) Data Cleansing
11 8 (21.05%) Data Management
11 8 (21.05%) Predictive Analytics
12 7 (18.42%) Business Analytics
12 7 (18.42%) Data Transformation
13 5 (13.16%) Coaching
13 5 (13.16%) ERP
13 5 (13.16%) Performance Optimisation
14 4 (10.53%) Project Management
14 4 (10.53%) Stakeholder Management
Programming Languages
1 25 (65.79%) SQL
2 9 (23.68%) VB
3 8 (21.05%) T-SQL
4 5 (13.16%) VBA
5 2 (5.26%) Python
5 2 (5.26%) R
Qualifications
1 3 (7.89%) Degree
1 3 (7.89%) MCP
1 3 (7.89%) MCSA
1 3 (7.89%) Microsoft Certification
2 1 (2.63%) SC Cleared
2 1 (2.63%) Security Cleared
Quality Assurance & Compliance
1 1 (2.63%) Data Quality
Vendors
1 18 (47.37%) Microsoft
2 13 (34.21%) Tableau
3 7 (18.42%) Cognos
4 3 (7.89%) RedGate
5 2 (5.26%) Google