Period
to 19 January 2018

The following table provides summary statistics for permanent job vacancies advertised in West Yorkshire 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 19 January 2018 with a comparison to the same period in the previous 2 years.

Data Mining
Yorkshire > West Yorkshire
6 months to
19 Jan 2018
Same period 2017 Same period 2016
Rank 213 259 238
Rank change year-on-year +46 -21 +6
Permanent jobs citing Data Mining 38 13 65
As % of all permanent IT jobs advertised in West Yorkshire 0.57% 0.18% 0.73%
As % of the Database & Business Intelligence category 2.20% 0.58% 2.09%
Number of salaries quoted 36 10 39
West Yorkshire median annual salary £39,000 £32,500 £41,500
Median salary % change year-on-year +20.00% -21.69% +18.57%
10th Percentile £30,000 £26,000 £31,650
90th Percentile £52,000 £44,750 £66,500
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 West Yorkshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
West Yorkshire
Permanent vacancies with a requirement for database or business intelligence skills 1,726 2,231 3,111
As % of all permanent IT jobs advertised in West Yorkshire 25.94% 30.48% 34.96%
Number of salaries quoted 1,516 1,999 2,501
West Yorkshire median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - -
10th Percentile £29,750 £28,000 £27,500
90th Percentile £60,000 £57,500 £59,000
Yorkshire median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +6.67%

Data Mining
Job Vacancy Trend in West Yorkshire

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

Job vacancy trend for Data Mining in West Yorkshire

Data Mining
Salary Trend in West Yorkshire

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

Salary trend for Data Mining in West Yorkshire

Data Mining
Salary Histogram in West Yorkshire

The salary distribution of IT jobs citing Data Mining in West Yorkshire over the 6 months to 19 January 2018.

Salary histogram for Data Mining in West Yorkshire

Data Mining
Job Locations in West Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Mining within the West Yorkshire region over the 6 months to 19 January 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Leeds +43 38 £39,000 +30.00% 3
Data Mining
Yorkshire

For the 6 months to 19 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 West Yorkshire region with a requirement for Data Mining.

1 29 (76.32%) Analytics
2 27 (71.05%) Business Intelligence
3 26 (68.42%) SQL
4 23 (60.53%) Data Analytics
5 17 (44.74%) Analytical Skills
5 17 (44.74%) Microsoft
6 16 (42.11%) Microsoft Excel
6 16 (42.11%) Statistical Modelling
7 15 (39.47%) Data Warehouse
7 15 (39.47%) Data Modelling
8 14 (36.84%) ETL
8 14 (36.84%) Tableau
9 13 (34.21%) Visualisation
9 13 (34.21%) Data Analysis
10 12 (31.58%) SAS
10 12 (31.58%) Data Visualisation
11 11 (28.95%) Finance
12 10 (26.32%) Data Cleansing
12 10 (26.32%) SQL Server Reporting Services
13 9 (23.68%) Predictive Modelling
13 9 (23.68%) Predictive Analytics
13 9 (23.68%) Marketing
13 9 (23.68%) SQL Server Analysis Services
13 9 (23.68%) SQL Server Integration Services
13 9 (23.68%) SQL Server
14 8 (21.05%) T-SQL
14 8 (21.05%) VB
14 8 (21.05%) Cognos
14 8 (21.05%) BusinessObjects
14 8 (21.05%) Data Management

Data Mining
Co-occurring IT Skills in West Yorkshire 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 (31.58%) SAS
2 1 (2.63%) Apache Spark
2 1 (2.63%) SharePoint
Applications
1 16 (42.11%) 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 15 (39.47%) Data Warehouse
2 10 (26.32%) SQL Server Reporting Services
3 9 (23.68%) SQL Server
3 9 (23.68%) SQL Server Analysis Services
3 9 (23.68%) SQL Server Integration Services
4 8 (21.05%) BusinessObjects
5 6 (15.79%) Power BI
6 5 (13.16%) Big Data
6 5 (13.16%) Crystal Reports
6 5 (13.16%) SQL Server 2012
7 3 (7.89%) SQL Server 2014
7 3 (7.89%) SQL Server 2016
8 2 (5.26%) BigQuery
8 2 (5.26%) Hadoop
8 2 (5.26%) Relational Database
8 2 (5.26%) SQL Server 2005
8 2 (5.26%) SQL Server 2008
9 1 (2.63%) Apache Cassandra
9 1 (2.63%) Apache Hive
9 1 (2.63%) Azure SQL Database
Development Applications
1 3 (7.89%) Team Foundation Server
2 2 (5.26%) Git (software)
General
1 11 (28.95%) Finance
2 9 (23.68%) Marketing
3 2 (5.26%) Advertising
4 1 (2.63%) Law
4 1 (2.63%) Legal
Job Titles
1 16 (42.11%) Analyst
2 8 (21.05%) Developer
2 8 (21.05%) Trainer
3 6 (15.79%) SQL Analyst
4 5 (13.16%) Business Intelligence Analyst
4 5 (13.16%) Data Analyst
5 4 (10.53%) Report Analyst
5 4 (10.53%) SAS Analyst
5 4 (10.53%) SQL Reporting Analyst
6 2 (5.26%) Data Scientist
6 2 (5.26%) Senior Analyst
6 2 (5.26%) SSRS Analyst
7 1 (2.63%) Business Intelligence Consultant
7 1 (2.63%) Business Intelligence Developer
7 1 (2.63%) Business Intelligence Manager
7 1 (2.63%) Business Manager
7 1 (2.63%) Consultant
7 1 (2.63%) Microsoft BI Consultant
7 1 (2.63%) Microsoft Consultant
7 1 (2.63%) Principal Engineer
Libraries, Frameworks & Software Standards
1 1 (2.63%) Kafka
Miscellaneous
1 17 (44.74%) Analytical Skills
2 4 (10.53%) Algorithms
3 3 (7.89%) Management Information System
4 2 (5.26%) Computer Science
5 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 16 (42.11%) Statistical Modelling
5 15 (39.47%) Data Modelling
6 14 (36.84%) ETL
7 13 (34.21%) Data Analysis
7 13 (34.21%) Visualisation
8 12 (31.58%) Data Visualisation
9 10 (26.32%) Data Cleansing
10 9 (23.68%) Predictive Analytics
10 9 (23.68%) Predictive Modelling
11 8 (21.05%) Business Analytics
11 8 (21.05%) Data Management
11 8 (21.05%) Data Transformation
12 5 (13.16%) Coaching
12 5 (13.16%) ERP
12 5 (13.16%) Performance Optimisation
13 4 (10.53%) Kimball Methodology
13 4 (10.53%) Stakeholder Management
Programming Languages
1 26 (68.42%) SQL
2 8 (21.05%) T-SQL
2 8 (21.05%) VB
3 5 (13.16%) VBA
4 2 (5.26%) Python
4 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 17 (44.74%) Microsoft
2 14 (36.84%) Tableau
3 8 (21.05%) Cognos
4 3 (7.89%) RedGate
5 2 (5.26%) Google