Period
to 22 April 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 22 April 2018 with a comparison to the same period in the previous 2 years.

Data Mining
Yorkshire > West Yorkshire
6 months to
22 Apr 2018
Same period 2017 Same period 2016
Rank 243 251 248
Rank change year-on-year +8 -3 -14
Permanent jobs citing Data Mining 23 22 55
As % of all permanent IT jobs advertised in West Yorkshire 0.32% 0.31% 0.64%
As % of the Database & Business Intelligence category 1.22% 0.99% 1.79%
Number of salaries quoted 20 22 36
West Yorkshire median annual salary £38,250 £42,500 £40,000
Median salary % change year-on-year -10.00% +6.25% +23.08%
10th Percentile £31,125 £32,500 £31,250
90th Percentile £45,400 £57,500 £66,500
Yorkshire median annual salary £39,000 £50,000 £40,000
% change year-on-year -22.00% +25.00% +23.08%

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 1,886 2,231 3,075
As % of all permanent IT jobs advertised in West Yorkshire 26.40% 31.41% 35.66%
Number of salaries quoted 1,645 1,987 2,503
West Yorkshire median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - -
10th Percentile £29,000 £27,500 £27,500
90th Percentile £60,000 £58,750 £60,000
Yorkshire median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +3.90%

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 22 April 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 22 April 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 +8 22 £39,000 -10.86% 1
Data Mining
Yorkshire

For the 6 months to 22 April 2018, IT jobs citing Data Mining also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the West Yorkshire region with a requirement for Data Mining.

1 21 (91.30%) SQL
2 16 (69.57%) Business Intelligence
3 15 (65.22%) Analytics
4 14 (60.87%) Data Analytics
5 10 (43.48%) Data Warehouse
5 10 (43.48%) Data Analysis
5 10 (43.48%) Tableau
6 9 (39.13%) SQL Server Reporting Services
6 9 (39.13%) Microsoft
6 9 (39.13%) SAS
7 8 (34.78%) Microsoft Excel
7 8 (34.78%) T-SQL
7 8 (34.78%) SQL Server
7 8 (34.78%) Finance
7 8 (34.78%) SQL Server Integration Services
7 8 (34.78%) Visualisation
7 8 (34.78%) SQL Server Analysis Services
8 7 (30.43%) ETL
8 7 (30.43%) Data Visualisation
8 7 (30.43%) Statistical Modelling
8 7 (30.43%) Analytical Skills
9 6 (26.09%) Data Modelling
9 6 (26.09%) Data Cleansing
10 5 (21.74%) Predictive Analytics
10 5 (21.74%) Data Management
10 5 (21.74%) Cognos
10 5 (21.74%) Business Analytics
10 5 (21.74%) Data Transformation
11 4 (17.39%) Coaching
11 4 (17.39%) Problem-Solving

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 9 (39.13%) SAS
2 1 (4.35%) Apache Spark
Applications
1 8 (34.78%) Microsoft Excel
Cloud Services
1 2 (8.70%) Google Cloud Platform
2 1 (4.35%) Amazon AWS
Database & Business Intelligence
1 10 (43.48%) Data Warehouse
2 9 (39.13%) SQL Server Reporting Services
3 8 (34.78%) SQL Server
3 8 (34.78%) SQL Server Analysis Services
3 8 (34.78%) SQL Server Integration Services
4 4 (17.39%) Power BI
5 2 (8.70%) Big Data
5 2 (8.70%) BigQuery
5 2 (8.70%) BusinessObjects
5 2 (8.70%) Crystal Reports
5 2 (8.70%) QlikView
5 2 (8.70%) SQL Server 2005
5 2 (8.70%) SQL Server 2008
5 2 (8.70%) SQL Server 2012
6 1 (4.35%) Amazon Redshift
6 1 (4.35%) Apache Cassandra
6 1 (4.35%) Apache Hive
6 1 (4.35%) Hadoop
6 1 (4.35%) Presto
6 1 (4.35%) Relational Database
General
1 8 (34.78%) Finance
2 4 (17.39%) Advertising
3 2 (8.70%) Marketing
4 1 (4.35%) Law
4 1 (4.35%) Legal
Job Titles
1 14 (60.87%) Analyst
2 6 (26.09%) SQL Analyst
3 5 (21.74%) Trainer
4 4 (17.39%) Business Intelligence Analyst
4 4 (17.39%) Data Analyst
4 4 (17.39%) Report Analyst
4 4 (17.39%) SAS Analyst
4 4 (17.39%) SQL Reporting Analyst
5 2 (8.70%) Business Intelligence Developer
5 2 (8.70%) Business Intelligence Support Analyst
5 2 (8.70%) Business Support Analyst
5 2 (8.70%) Developer
5 2 (8.70%) Senior Analyst
5 2 (8.70%) SSRS Analyst
5 2 (8.70%) Support Analyst
6 1 (4.35%) Business Intelligence Manager
6 1 (4.35%) Business Manager
6 1 (4.35%) Data Engineer
6 1 (4.35%) Principal Engineer
6 1 (4.35%) Senior Developer
Libraries, Frameworks & Software Standards
1 1 (4.35%) Kafka
Miscellaneous
1 7 (30.43%) Analytical Skills
2 3 (13.04%) Management Information System
3 2 (8.70%) Algorithms
Processes & Methodologies
1 16 (69.57%) Business Intelligence
2 15 (65.22%) Analytics
3 14 (60.87%) Data Analytics
4 10 (43.48%) Data Analysis
5 8 (34.78%) Visualisation
6 7 (30.43%) Data Visualisation
6 7 (30.43%) ETL
6 7 (30.43%) Statistical Modelling
7 6 (26.09%) Data Cleansing
7 6 (26.09%) Data Modelling
8 5 (21.74%) Business Analytics
8 5 (21.74%) Data Management
8 5 (21.74%) Data Transformation
8 5 (21.74%) Predictive Analytics
9 4 (17.39%) Coaching
9 4 (17.39%) Problem-Solving
9 4 (17.39%) Stakeholder Management
10 3 (13.04%) Customer Segmentation
10 3 (13.04%) Data Science
10 3 (13.04%) Decision-Making
Programming Languages
1 21 (91.30%) SQL
2 8 (34.78%) T-SQL
3 4 (17.39%) VBA
4 2 (8.70%) VB
Quality Assurance & Compliance
1 2 (8.70%) Data Quality
Vendors
1 10 (43.48%) Tableau
2 9 (39.13%) Microsoft
3 5 (21.74%) Cognos
4 2 (8.70%) Google