The following table provides summary statistics for permanent job vacancies advertised in Buckinghamshire 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 23 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
23 Mar 2017
Same period 2016 Same period 2015
Data Mining
South East / Buckinghamshire
Rank 105 114 126
Rank change year-on-year +9 +12  
Permanent jobs citing Data Mining 2 11 7
As % of all permanent IT jobs advertised in Buckinghamshire 0.15% 0.64% 0.36%
As % of the Database & Business Intelligence category 0.51% 2.01% 1.24%
Number of salaries quoted 2 7 7
Median salary £62,500 £32,500 £45,000
Median salary % change year-on-year +92.30% -27.77%  
90% offered a salary of more than £46,500 £27,500 £41,500
10% offered a salary of more than £78,500 £98,500 £52,500
UK excluding London median salary £45,000 £41,750 £42,500
% change year-on-year +7.78% -1.76%  

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 Buckinghamshire with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Buckinghamshire
Permanent job vacancies with a requirement for database and business intelligence skills 391 548 563
As % of all permanent IT job vacancies advertised in Buckinghamshire 28.35% 31.90% 29.04%
Number of salaries quoted 340 455 478
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25%  
90% offered a salary of more than £30,000 £30,000 £30,000
10% offered a salary of more than £62,500 £51,500 £52,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

Data Mining
Job Vacancy Trend in Buckinghamshire

The job posting trend of jobs advertised in Buckinghamshire 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 Buckinghamshire

Data Mining
Salary Trend in Buckinghamshire

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

Salary trend for Data Mining in Buckinghamshire

Data Mining
Salary Histogram in Buckinghamshire

The salary distribution of IT jobs citing Data Mining in Buckinghamshire over the 3 months to 23 March 2017.

Salary histogram for Data Mining in Buckinghamshire

Data Mining
Job Locations in Buckinghamshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Mining within the Buckinghamshire region over the 3 months to 23 March 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
Milton Keynes -6 2 £62,500 +92.30%
Data Mining
South East

Data Mining
Top 30 Related IT Skills in Buckinghamshire

For the 6 months to 23 March 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 Buckinghamshire region with a requirement for Data Mining.

1 3 (100.00%) Degree
2 2 (66.67%) R
2 2 (66.67%) Analytics
2 2 (66.67%) Python
2 2 (66.67%) Finance
2 2 (66.67%) Statistics
2 2 (66.67%) Mathematics
2 2 (66.67%) Computer Science
3 1 (33.33%) QA
3 1 (33.33%) Quantitative Analysis
3 1 (33.33%) Credit Risk
3 1 (33.33%) Base SAS
3 1 (33.33%) Data Mapping
3 1 (33.33%) Hadoop
3 1 (33.33%) Open Source
3 1 (33.33%) Information Architecture
3 1 (33.33%) Predictive Modelling
3 1 (33.33%) Requirements Analysis
3 1 (33.33%) Operations Research
3 1 (33.33%) Project Planning
3 1 (33.33%) Java
3 1 (33.33%) SQL
3 1 (33.33%) VBA
3 1 (33.33%) Apache
3 1 (33.33%) Scrum
3 1 (33.33%) Agile Software Development
3 1 (33.33%) Banking
3 1 (33.33%) Data Management
3 1 (33.33%) Artificial Intelligence
3 1 (33.33%) Systems Analysis

Data Mining
Top Related IT Skills in Buckinghamshire 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 (33.33%) Apache
1 1 (33.33%) SAS
Applications
1 1 (33.33%) MS Excel
Database & Business Intelligence
1 1 (33.33%) Base SAS
1 1 (33.33%) Data Warehouse
1 1 (33.33%) Hadoop
General
1 2 (66.67%) Finance
2 1 (33.33%) Banking
Job Titles
1 1 (33.33%) Analyst
1 1 (33.33%) Architect
1 1 (33.33%) Developer
1 1 (33.33%) Insight Analyst
1 1 (33.33%) Machine Learning Developer
1 1 (33.33%) Technical Architect
Libraries, Frameworks & Software Standards
1 1 (33.33%) Keras
1 1 (33.33%) Pandas
1 1 (33.33%) scikit-learn
1 1 (33.33%) Theano
1 1 (33.33%) Torch
1 1 (33.33%) XGBoost
Miscellaneous
1 2 (66.67%) Computer Science
2 1 (33.33%) Credit Risk
2 1 (33.33%) Management Information System
Processes & Methodologies
1 2 (66.67%) Analytics
1 2 (66.67%) Mathematics
1 2 (66.67%) Statistics
2 1 (33.33%) Agile Software Development
2 1 (33.33%) Artificial Intelligence
2 1 (33.33%) Business Intelligence
2 1 (33.33%) Data Management
2 1 (33.33%) Data Mapping
2 1 (33.33%) Data Modelling
2 1 (33.33%) Deep Learning
2 1 (33.33%) Enterprise Data Management
2 1 (33.33%) Master Data Management
2 1 (33.33%) Mentoring
2 1 (33.33%) Operations Research
2 1 (33.33%) Project Planning
2 1 (33.33%) Quantitative Analysis
2 1 (33.33%) Requirements Analysis
2 1 (33.33%) Scrum
2 1 (33.33%) Statistical Analysis
2 1 (33.33%) Systems Analysis
Programming Languages
1 2 (66.67%) Python
1 2 (66.67%) R
2 1 (33.33%) Java
2 1 (33.33%) SQL
2 1 (33.33%) VBA
Qualifications
1 3 (100.00%) Degree
Quality Assurance & Compliance
1 1 (33.33%) QA