Period
to 17 November 2017

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

Data Mining
South Yorkshire > Sheffield
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 68 82 104
Rank change year-on-year +14 +22 +14
Permanent jobs citing Data Mining 6 2 2
As % of all permanent IT jobs advertised in Sheffield 0.74% 0.20% 0.15%
As % of the Database & Business Intelligence category 2.47% 0.75% 0.47%
Number of salaries quoted 6 2 2
Sheffield median annual salary £52,500 £41,250 £43,750
Median salary % change year-on-year +27.27% -5.71% +52.17%
10th Percentile £45,000 £37,125 £41,625
90th Percentile £60,000 £44,375 £44,875
South Yorkshire median annual salary £52,500 £41,250 £43,750
% change year-on-year +27.27% -5.71% +52.17%

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 Sheffield with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Sheffield
Permanent vacancies with a requirement for database or business intelligence skills 243 267 427
As % of all permanent IT jobs advertised in Sheffield 30.00% 26.13% 32.55%
Number of salaries quoted 213 239 402
Sheffield median annual salary £42,500 £37,500 £37,500
Median salary % change year-on-year +13.33% - +7.14%
10th Percentile £26,250 £26,250 £22,600
90th Percentile £60,000 £60,000 £52,500
South Yorkshire median annual salary £37,500 £37,500 £35,000
% change year-on-year - +7.14% -

Data Mining
Job Vacancy Trend in Sheffield

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

Job vacancy trend for Data Mining in Sheffield

Data Mining
Salary Trend in Sheffield

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

Salary trend for Data Mining in Sheffield

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

1 6 (100.00%) R
1 6 (100.00%) Analytics
1 6 (100.00%) Algorithms
2 5 (83.33%) Fintech
2 5 (83.33%) Statistics
2 5 (83.33%) Degree
2 5 (83.33%) Mathematics
2 5 (83.33%) Applied Mathematics
2 5 (83.33%) Computer Science
3 4 (66.67%) Git (software)
4 3 (50.00%) Big Data
4 3 (50.00%) Data Analytics
4 3 (50.00%) Java
4 3 (50.00%) Python
4 3 (50.00%) Agile Software Development
4 3 (50.00%) Analytical Skills
4 3 (50.00%) DevOps
5 2 (33.33%) Numerate Degree
6 1 (16.67%) Mentoring
6 1 (16.67%) PhD
6 1 (16.67%) SQL
6 1 (16.67%) Spotfire
6 1 (16.67%) Scala
6 1 (16.67%) Hadoop
6 1 (16.67%) Natural Language Processing
6 1 (16.67%) Tableau
6 1 (16.67%) Machine Learning

Data Mining
Co-occurring IT Skills in Sheffield 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:

Database & Business Intelligence
1 3 (50.00%) Big Data
2 1 (16.67%) Hadoop
2 1 (16.67%) Spotfire
Development Applications
1 4 (66.67%) Git (software)
Job Titles
1 6 (100.00%) Data Scientist
2 3 (50.00%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 1 (16.67%) Natural Language Processing
Miscellaneous
1 6 (100.00%) Algorithms
2 5 (83.33%) Computer Science
2 5 (83.33%) Fintech
3 3 (50.00%) Analytical Skills
Processes & Methodologies
1 6 (100.00%) Analytics
2 5 (83.33%) Applied Mathematics
2 5 (83.33%) Mathematics
2 5 (83.33%) Statistics
3 3 (50.00%) Agile Software Development
3 3 (50.00%) Data Analytics
3 3 (50.00%) DevOps
4 1 (16.67%) Machine Learning
4 1 (16.67%) Mentoring
Programming Languages
1 6 (100.00%) R
2 3 (50.00%) Java
2 3 (50.00%) Python
3 1 (16.67%) Scala
3 1 (16.67%) SQL
Qualifications
1 5 (83.33%) Degree
2 2 (33.33%) Numerate Degree
3 1 (16.67%) PhD
Vendors
1 1 (16.67%) Tableau