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 3 months to 28 June 2017 with a comparison to the same period in the previous 2 years.

Data Mining
England / Yorkshire
3 months to
28 Jun 2017
Same period 2016 Same period 2015
Rank 192 224 230
Rank change year-on-year +32 +6  
Permanent jobs citing Data Mining 39 11 34
As % of all permanent IT jobs advertised in Yorkshire 0.73% 0.20% 0.50%
As % of the Database & Business Intelligence category 2.25% 0.64% 1.44%
Number of salaries quoted 34 11 29
Median salary £55,000 £40,000 £35,000
Median salary % change year-on-year +37.50% +14.28%  
UK excluding London median salary £51,250 £42,500 £45,000
% change year-on-year +20.58% -5.55%  

Data Mining is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Yorkshire with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Yorkshire
Permanent job vacancies with a requirement for database and business intelligence skills 1734 1720 2368
As % of all permanent IT job vacancies advertised in Yorkshire 32.48% 30.67% 34.95%
Number of salaries quoted 1508 1416 2046
Median salary £43,000 £40,000 £40,000
Median salary % change year-on-year +7.50% -  
90% offered a salary of more than £30,000 £30,000 £30,000
10% offered a salary of more than £60,000 £57,500 £56,500
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

Data Mining
Job Vacancy Trend in Yorkshire

The job posting trend of jobs advertised in Yorkshire citing Data Mining as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

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 3 months to 28 June 2017.

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 3 months to 28 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
West Yorkshire +37 34 £55,000 +37.50% 5
South Yorkshire - 5 £50,000 - 4
Data Mining
England

For the 6 months to 28 June 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 Yorkshire region with a requirement for Data Mining.

1 43 (67.19%) SQL
2 36 (56.25%) Data Modelling
3 35 (54.69%) Analytics
4 31 (48.44%) Analytical Skills
5 27 (42.19%) Data Warehouse
6 25 (39.06%) SAS
7 24 (37.50%) SQL Server
8 23 (35.94%) MS Access
9 22 (34.38%) VBA
9 22 (34.38%) SPSS
10 21 (32.81%) Microsoft
11 20 (31.25%) Business Intelligence
11 20 (31.25%) Multivariate Analysis
11 20 (31.25%) Stakeholder Engagement
11 20 (31.25%) Pricing Strategy
12 19 (29.69%) Data Analysis
13 17 (26.56%) Finance
13 17 (26.56%) OpenUP
14 15 (23.44%) Microsoft Excel
15 14 (21.88%) Data Analytics
16 13 (20.31%) SQL Server Reporting Services
17 12 (18.75%) ETL
17 12 (18.75%) Agile Software Development
18 11 (17.19%) SQL Server Integration Services
18 11 (17.19%) Use Case
18 11 (17.19%) SQL Server Analysis Services
19 10 (15.63%) Statistics
19 10 (15.63%) GAP Analysis
20 9 (14.06%) Scrum
21 8 (12.50%) MS Visio

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 25 (39.06%) SAS
2 2 (3.13%) SharePoint
Applications
1 22 (34.38%) SPSS
2 15 (23.44%) Microsoft Excel
3 8 (12.50%) MS Visio
4 3 (4.69%) Microsoft Office
Cloud Services
1 2 (3.13%) Cortana Intelligence Suite
1 2 (3.13%) Microsoft Azure
Communications & Networking
1 1 (1.56%) SMS
Database & Business Intelligence
1 27 (42.19%) Data Warehouse
2 24 (37.50%) SQL Server
3 23 (35.94%) MS Access
4 13 (20.31%) SQL Server Reporting Services
5 11 (17.19%) SQL Server Analysis Services
5 11 (17.19%) SQL Server Integration Services
6 6 (9.38%) BusinessObjects
7 5 (7.81%) Big Data
7 5 (7.81%) Power BI
7 5 (7.81%) Relational Database
7 5 (7.81%) SQL Server 2014
8 3 (4.69%) Crystal Reports
8 3 (4.69%) Hadoop
8 3 (4.69%) Qlik Sense
8 3 (4.69%) QlikView
8 3 (4.69%) SQL Server 2016
9 2 (3.13%) Azure SQL Database
9 2 (3.13%) Microsoft Analysis Services
9 2 (3.13%) RDBMS
9 2 (3.13%) SQL Server 2008
Development Applications
1 5 (7.81%) Git (software)
2 3 (4.69%) JIRA
3 2 (3.13%) Balsamiq Mockups
General
1 17 (26.56%) Finance
2 6 (9.38%) Marketing
3 5 (7.81%) Legal
4 3 (4.69%) Automotive
4 3 (4.69%) Manufacturing
5 2 (3.13%) Back Office
6 1 (1.56%) Banking
6 1 (1.56%) Investment Banking
Job Titles
1 28 (43.75%) Data Scientist
2 15 (23.44%) Analyst
3 10 (15.63%) Developer
4 9 (14.06%) Business Analyst
5 6 (9.38%) Business Intelligence Developer
5 6 (9.38%) Data Warehouse Developer
6 5 (7.81%) Senior Analyst
7 4 (6.25%) Business IT Analyst
7 4 (6.25%) Excel Analyst
7 4 (6.25%) IT Analyst
7 4 (6.25%) IT Business Analyst
7 4 (6.25%) Report Analyst
7 4 (6.25%) Senior Reporting Analyst
8 3 (4.69%) 2nd Line Support
8 3 (4.69%) Applications Support
8 3 (4.69%) Business Consultant
8 3 (4.69%) Consultant
8 3 (4.69%) ERP Support
8 3 (4.69%) Senior Data Warehouse Developer
8 3 (4.69%) Senior Developer
Libraries, Frameworks & Software Standards
1 1 (1.56%) Natural Language Processing
Miscellaneous
1 31 (48.44%) Analytical Skills
2 5 (7.81%) Algorithms
2 5 (7.81%) Computer Science
2 5 (7.81%) Fintech
2 5 (7.81%) Management Information System
Processes & Methodologies
1 36 (56.25%) Data Modelling
2 35 (54.69%) Analytics
3 20 (31.25%) Business Intelligence
3 20 (31.25%) Multivariate Analysis
3 20 (31.25%) Pricing Strategy
3 20 (31.25%) Stakeholder Engagement
4 19 (29.69%) Data Analysis
5 17 (26.56%) OpenUP
6 14 (21.88%) Data Analytics
7 12 (18.75%) Agile Software Development
7 12 (18.75%) ETL
8 11 (17.19%) Use Case
9 10 (15.63%) GAP Analysis
9 10 (15.63%) Statistics
10 9 (14.06%) Scrum
11 8 (12.50%) Wireframes
12 6 (9.38%) Customer Segmentation
12 6 (9.38%) Predictive Modelling
12 6 (9.38%) Statistical Modelling
12 6 (9.38%) Visualisation
Programming Languages
1 43 (67.19%) SQL
2 22 (34.38%) VBA
3 8 (12.50%) T-SQL
4 6 (9.38%) VB
5 5 (7.81%) R
6 4 (6.25%) Python
7 3 (4.69%) Java
8 1 (1.56%) MATLAB
8 1 (1.56%) Scala
Qualifications
1 6 (9.38%) Degree
2 4 (6.25%) Numerate Degree
3 2 (3.13%) CCA
3 2 (3.13%) PhD
3 2 (3.13%) SC Cleared
3 2 (3.13%) Security Cleared
Quality Assurance & Compliance
1 1 (1.56%) Data Quality
Vendors
1 21 (32.81%) Microsoft
2 8 (12.50%) Tableau
3 1 (1.56%) Cognos
3 1 (1.56%) Oracle
Sheffield, South Yorkshire
The Floow
Salary: From £28,000 to £40,000 per annum & Bonus
Posted: Yesterday
Sheffield, South Yorkshire
Engage PSG
Salary: £45000 - £65000 per annum
Posted: 5 days ago
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: From £50,000 to £60,000 per annum plus excellent additional benefits
Posted: 5 days ago
Sheffield, South Yorkshire
Explore Group
Salary: £40000 - £60000 per annum
Posted: 6 days ago
Leeds
Tectre Limited
Salary: £30,000 - £40,000 per year
Posted: 6 days ago
Leeds, Yorkshire
Sky Betting and Gaming
Posted: 6 days ago
Sheffield
Affecto
Salary: £35000 - £50000 per annum
Posted: 9 days ago
Leeds
Jet2.com
Salary: Excellent
Posted: 6 days ago
Leeds
Ampersand Consulting
Salary: £35000 - £37000 per annum + Fantastic Benefits
Posted: 26 days ago