Period
to 21 July 2017

The following table provides summary statistics for permanent job vacancies advertised in South 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 21 July 2017 with a comparison to the same period in the previous 2 years.

Data Mining
Yorkshire > South Yorkshire
6 months to
21 Jul 2017
Same period 2016 Same period 2015
Rank 111 110 134
Rank change year-on-year -1 +24 -10
Permanent jobs citing Data Mining 7 3 1
As % of all permanent IT jobs advertised in South Yorkshire 0.50% 0.21% 0.051%
As % of the Database & Business Intelligence category 1.46% 0.81% 0.16%
Number of salaries quoted 6 3 1
South Yorkshire median annual salary £52,500 £37,500 £45,000
Median salary % change year-on-year +40.00% -16.67% -28.00%
Yorkshire median annual salary £50,000 £40,000 £32,500
% change year-on-year +25.00% +23.08% -7.14%

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 South Yorkshire with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
South Yorkshire
Permanent job vacancies with a requirement for database and business intelligence skills 481 371 639
As % of all permanent IT job vacancies advertised in South Yorkshire 34.48% 26.16% 32.80%
Number of salaries quoted 391 314 574
South Yorkshire median annual salary £37,500 £37,500 £36,000
Median salary % change year-on-year - +4.17% +2.86%
10th Percentile £26,250 £25,438 £22,500
90th Percentile £62,500 £52,500 £53,750
Yorkshire median annual salary £40,000 £40,000 £39,500
% change year-on-year - +1.27% +5.33%

Data Mining
Job Vacancy Trend in South Yorkshire

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

Job vacancy trend for Data Mining in South Yorkshire

Data Mining
Salary Trend in South Yorkshire

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

Salary trend for Data Mining in South Yorkshire

Data Mining
Job Locations in South 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 South Yorkshire region over the 6 months to 21 July 2017. 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
Sheffield +5 7 £52,500 +55.56% 3
Data Mining
Yorkshire

For the 6 months to 21 July 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 South Yorkshire region with a requirement for Data Mining.

1 7 (100.00%) Analytics
2 6 (85.71%) Degree
2 6 (85.71%) Computer Science
2 6 (85.71%) R
2 6 (85.71%) Algorithms
3 5 (71.43%) Statistics
3 5 (71.43%) Fintech
3 5 (71.43%) Mathematics
3 5 (71.43%) Applied Mathematics
4 4 (57.14%) Git (software)
4 4 (57.14%) Analytical Skills
5 3 (42.86%) Big Data
5 3 (42.86%) Data Analytics
5 3 (42.86%) DevOps
5 3 (42.86%) Python
5 3 (42.86%) Java
5 3 (42.86%) Agile Software Development
6 2 (28.57%) Numerate Degree
7 1 (14.29%) Regulatory Compliance
7 1 (14.29%) KYC
7 1 (14.29%) Anti-Money Laundering
7 1 (14.29%) Banking
7 1 (14.29%) Investment Banking
7 1 (14.29%) Business Analysis
7 1 (14.29%) SQL
7 1 (14.29%) Oracle
7 1 (14.29%) SQL Server
7 1 (14.29%) Microsoft Excel
7 1 (14.29%) MS Access
7 1 (14.29%) PhD

Data Mining
Co-occurring IT Skills in South 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 1 (14.29%) SAS
Applications
1 1 (14.29%) Microsoft Excel
Database & Business Intelligence
1 3 (42.86%) Big Data
2 1 (14.29%) Hadoop
2 1 (14.29%) MS Access
2 1 (14.29%) Spotfire
2 1 (14.29%) SQL Server
Development Applications
1 4 (57.14%) Git (software)
General
1 1 (14.29%) Banking
1 1 (14.29%) Finance
1 1 (14.29%) Investment Banking
1 1 (14.29%) Legal
Job Titles
1 6 (85.71%) Data Scientist
2 3 (42.86%) Senior Data Scientist
3 1 (14.29%) Analytics Manager
3 1 (14.29%) Senior Analytics Manager
3 1 (14.29%) Senior Manager
Libraries, Frameworks & Software Standards
1 1 (14.29%) Natural Language Processing
Miscellaneous
1 6 (85.71%) Algorithms
1 6 (85.71%) Computer Science
2 5 (71.43%) Fintech
3 4 (57.14%) Analytical Skills
Processes & Methodologies
1 7 (100.00%) Analytics
2 5 (71.43%) Applied Mathematics
2 5 (71.43%) Mathematics
2 5 (71.43%) Statistics
3 3 (42.86%) Agile Software Development
3 3 (42.86%) Data Analytics
3 3 (42.86%) DevOps
4 1 (14.29%) Anti-Money Laundering
4 1 (14.29%) Business Analysis
4 1 (14.29%) Business Analytics
4 1 (14.29%) KYC
4 1 (14.29%) Line Management
4 1 (14.29%) Machine Learning
4 1 (14.29%) Mentoring
4 1 (14.29%) Regulatory Compliance
Programming Languages
1 6 (85.71%) R
2 3 (42.86%) Java
2 3 (42.86%) Python
3 1 (14.29%) Scala
3 1 (14.29%) SQL
Qualifications
1 6 (85.71%) Degree
2 2 (28.57%) Numerate Degree
3 1 (14.29%) PhD
Vendors
1 1 (14.29%) Oracle
1 1 (14.29%) Tableau
Sheffield
Affecto
Salary: £35000 - £50000 per annum
Posted: 2 days ago
Sheffield, South Yorkshire
Engage PSG
Salary: £45000 - £65000 per annum
Posted: 4 days ago
Sheffield, South Yorkshire
The Floow
Salary: From £28,000 to £40,000 per annum & Bonus
Posted: 25 days ago