Period
to 17 January 2018

The following table provides summary statistics for permanent job vacancies advertised in 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 17 January 2018 with a comparison to the same period in the previous 2 years.

Data Mining
England > Yorkshire
6 months to
17 Jan 2018
Same period 2017 Same period 2016
Rank 261 310 290
Rank change year-on-year +49 -20 +25
Permanent jobs citing Data Mining 39 15 64
As % of all permanent IT jobs advertised in Yorkshire 0.41% 0.14% 0.52%
As % of the Database & Business Intelligence category 1.47% 0.46% 1.52%
Number of salaries quoted 37 12 39
Yorkshire median annual salary £39,000 £35,000 £41,500
Median salary % change year-on-year +11.43% -15.66% +18.57%
10th Percentile £30,000 £26,000 £31,650
90th Percentile £60,100 £44,875 £66,500
England median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - +11.11%

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 Yorkshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Yorkshire
Permanent vacancies with a requirement for database or business intelligence skills 2,648 3,251 4,207
As % of all permanent IT jobs advertised in Yorkshire 27.56% 30.02% 33.99%
Number of salaries quoted 2,300 2,827 3,433
Yorkshire median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +6.67%
10th Percentile £27,500 £27,500 £26,750
90th Percentile £58,750 £57,500 £58,750
England median annual salary £50,000 £47,500 £46,000
% change year-on-year +5.26% +3.26% +2.22%

Data Mining
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for Data Mining in Yorkshire

Data Mining
Salary Trend in Yorkshire

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

Salary trend for Data Mining in Yorkshire

Data Mining
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing Data Mining in Yorkshire over the 6 months to 17 January 2018.

Salary histogram for Data Mining in Yorkshire

Data Mining
Job Locations in 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 Yorkshire region over the 6 months to 17 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
West Yorkshire +49 37 £39,000 +20.00% 3
South Yorkshire +16 2 £51,250 +24.24% 1
Data Mining
England

For the 6 months to 17 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 Yorkshire region with a requirement for Data Mining.

1 29 (74.36%) Analytics
2 27 (69.23%) SQL
2 27 (69.23%) Business Intelligence
3 22 (56.41%) Data Analytics
4 17 (43.59%) Analytical Skills
5 16 (41.03%) Microsoft
6 15 (38.46%) Data Modelling
6 15 (38.46%) Microsoft Excel
6 15 (38.46%) Data Warehouse
6 15 (38.46%) Statistical Modelling
7 14 (35.90%) Tableau
7 14 (35.90%) Visualisation
7 14 (35.90%) ETL
8 13 (33.33%) Data Analysis
8 13 (33.33%) Data Visualisation
9 12 (30.77%) SAS
10 11 (28.21%) SQL Server Reporting Services
11 10 (25.64%) SQL Server Analysis Services
11 10 (25.64%) Finance
11 10 (25.64%) SQL Server Integration Services
11 10 (25.64%) Data Cleansing
12 9 (23.08%) T-SQL
12 9 (23.08%) SQL Server
12 9 (23.08%) Predictive Analytics
13 8 (20.51%) Predictive Modelling
13 8 (20.51%) Business Analytics
13 8 (20.51%) Data Transformation
13 8 (20.51%) Cognos
13 8 (20.51%) Marketing
13 8 (20.51%) Data Management

Data Mining
Co-occurring IT Skills in 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 (30.77%) SAS
2 1 (2.56%) Apache Spark
2 1 (2.56%) SharePoint
Applications
1 15 (38.46%) Microsoft Excel
Cloud Services
1 2 (5.13%) Google Cloud Platform
2 1 (2.56%) Amazon AWS
2 1 (2.56%) Cortana Intelligence Suite
2 1 (2.56%) Microsoft Azure
Database & Business Intelligence
1 15 (38.46%) Data Warehouse
2 11 (28.21%) SQL Server Reporting Services
3 10 (25.64%) SQL Server Analysis Services
3 10 (25.64%) SQL Server Integration Services
4 9 (23.08%) SQL Server
5 7 (17.95%) BusinessObjects
6 6 (15.38%) Big Data
6 6 (15.38%) Power BI
7 5 (12.82%) Crystal Reports
7 5 (12.82%) SQL Server 2012
8 3 (7.69%) SQL Server 2014
8 3 (7.69%) SQL Server 2016
9 2 (5.13%) BigQuery
9 2 (5.13%) Hadoop
9 2 (5.13%) Relational Database
9 2 (5.13%) SQL Server 2005
9 2 (5.13%) SQL Server 2008
10 1 (2.56%) Apache Hive
10 1 (2.56%) Microsoft Analysis Services
10 1 (2.56%) RDBMS
Development Applications
1 3 (7.69%) Git (software)
1 3 (7.69%) Team Foundation Server
General
1 10 (25.64%) Finance
2 8 (20.51%) Marketing
3 2 (5.13%) Advertising
4 1 (2.56%) Law
4 1 (2.56%) Legal
Job Titles
1 15 (38.46%) Analyst
2 9 (23.08%) Developer
3 8 (20.51%) Trainer
4 6 (15.38%) SQL Analyst
5 5 (12.82%) Business Intelligence Analyst
5 5 (12.82%) Data Analyst
6 4 (10.26%) Report Analyst
6 4 (10.26%) SAS Analyst
6 4 (10.26%) SQL Reporting Analyst
7 3 (7.69%) Data Scientist
8 2 (5.13%) Business Intelligence Developer
8 2 (5.13%) SSRS Analyst
9 1 (2.56%) Architect
9 1 (2.56%) Business Consultant
9 1 (2.56%) Business Intelligence Consultant
9 1 (2.56%) Business Manager
9 1 (2.56%) Consultant
9 1 (2.56%) Microsoft Consultant
9 1 (2.56%) Senior Analyst
9 1 (2.56%) Senior Developer
Libraries, Frameworks & Software Standards
1 1 (2.56%) Kafka
Miscellaneous
1 17 (43.59%) Analytical Skills
2 5 (12.82%) Algorithms
3 3 (7.69%) Computer Science
4 2 (5.13%) Management Information System
5 1 (2.56%) Fintech
5 1 (2.56%) Mobile App
5 1 (2.56%) Social Media
Processes & Methodologies
1 29 (74.36%) Analytics
2 27 (69.23%) Business Intelligence
3 22 (56.41%) Data Analytics
4 15 (38.46%) Data Modelling
4 15 (38.46%) Statistical Modelling
5 14 (35.90%) ETL
5 14 (35.90%) Visualisation
6 13 (33.33%) Data Analysis
6 13 (33.33%) Data Visualisation
7 10 (25.64%) Data Cleansing
8 9 (23.08%) Predictive Analytics
9 8 (20.51%) Business Analytics
9 8 (20.51%) Data Management
9 8 (20.51%) Data Transformation
9 8 (20.51%) Predictive Modelling
10 6 (15.38%) Coaching
11 5 (12.82%) Agile Software Development
11 5 (12.82%) ERP
11 5 (12.82%) Performance Optimisation
12 4 (10.26%) Stakeholder Management
Programming Languages
1 27 (69.23%) SQL
2 9 (23.08%) T-SQL
3 7 (17.95%) VB
4 5 (12.82%) VBA
5 3 (7.69%) R
6 2 (5.13%) Python
Qualifications
1 4 (10.26%) Degree
2 3 (7.69%) MCP
2 3 (7.69%) MCSA
2 3 (7.69%) Microsoft Certification
3 1 (2.56%) SC Cleared
3 1 (2.56%) Security Cleared
Quality Assurance & Compliance
1 2 (5.13%) Data Quality
Vendors
1 16 (41.03%) Microsoft
2 14 (35.90%) Tableau
3 8 (20.51%) Cognos
4 3 (7.69%) RedGate
5 2 (5.13%) Google