Period
to 21 October 2018

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

Data Mining
East Midlands > Northamptonshire
6 months to
21 Oct 2018
Same period 2017 Same period 2016
Rank 103 84 104
Rank change year-on-year -19 +20 +13
Permanent jobs citing Data Mining 5 16 5
As % of all permanent IT jobs advertised in Northamptonshire 0.40% 1.45% 0.36%
As % of the Database & Business Intelligence category 1.12% 5.33% 1.29%
Number of salaries quoted 0 16 5
Northamptonshire median annual salary - £29,000 £42,000
Median salary % change year-on-year - -30.95% -20.00%
East Midlands median annual salary £33,374 £35,500 £43,750
% change year-on-year -5.99% -18.86% -20.45%

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 Northamptonshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Northamptonshire
Permanent vacancies with a requirement for database or business intelligence skills 445 300 389
As % of all permanent IT jobs advertised in Northamptonshire 35.26% 27.27% 28.07%
Number of salaries quoted 355 249 258
Northamptonshire median annual salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25% -
10th Percentile £27,500 £26,000 £22,275
90th Percentile £74,000 £66,500 £57,500
East Midlands median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - -

Data Mining
Job Vacancy Trend in Northamptonshire

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

Job vacancy trend for Data Mining in Northamptonshire

Data Mining
Salary Trend in Northamptonshire

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

Salary trend for Data Mining in Northamptonshire

Data Mining
Job Locations in Northamptonshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Mining within the Northamptonshire region over the 6 months to 21 October 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
Northampton -12 5 - -
Data Mining
East Midlands

For the 6 months to 21 October 2018, IT jobs citing Data Mining also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Northamptonshire region with a requirement for Data Mining.

1 5 (100.00%) Analytical Skills
1 5 (100.00%) Data Science
2 4 (80.00%) Decision-Making
2 4 (80.00%) Analytics
2 4 (80.00%) Customer-Centricity
2 4 (80.00%) Multichannel Retail
2 4 (80.00%) Digital Transformation Programme
2 4 (80.00%) Data Structures
2 4 (80.00%) Artificial Intelligence
2 4 (80.00%) Project Management
2 4 (80.00%) Retail
2 4 (80.00%) Marketing
2 4 (80.00%) Degree
2 4 (80.00%) Mathematics
3 1 (20.00%) Use Case
3 1 (20.00%) Hadoop
3 1 (20.00%) Apache Hive
3 1 (20.00%) NoSQL
3 1 (20.00%) Natural Language Processing
3 1 (20.00%) MapReduce
3 1 (20.00%) Machine Learning
3 1 (20.00%) Big Data
3 1 (20.00%) Statistical Modelling
3 1 (20.00%) Kafka
3 1 (20.00%) Text Mining
3 1 (20.00%) Data Analysis
3 1 (20.00%) Unix
3 1 (20.00%) Python
3 1 (20.00%) Risk Management
3 1 (20.00%) Finance

Data Mining
Co-occurring IT Skills in Northamptonshire 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 (20.00%) Apache Spark
Database & Business Intelligence
1 1 (20.00%) Apache Hive
1 1 (20.00%) Big Data
1 1 (20.00%) Hadoop
1 1 (20.00%) NoSQL
1 1 (20.00%) Text Mining
General
1 4 (80.00%) Marketing
1 4 (80.00%) Retail
2 1 (20.00%) Finance
Job Titles
1 4 (80.00%) Analytics Consultant
1 4 (80.00%) Consultant
1 4 (80.00%) Data Consultant
2 1 (20.00%) Data Scientist
Libraries, Frameworks & Software Standards
1 1 (20.00%) Kafka
1 1 (20.00%) Natural Language Processing
1 1 (20.00%) PySpark
Miscellaneous
1 5 (100.00%) Analytical Skills
2 4 (80.00%) Data Structures
3 1 (20.00%) Algorithms
Operating Systems
1 1 (20.00%) Unix
Processes & Methodologies
1 5 (100.00%) Data Science
2 4 (80.00%) Analytics
2 4 (80.00%) Artificial Intelligence
2 4 (80.00%) Customer-Centricity
2 4 (80.00%) Decision-Making
2 4 (80.00%) Digital Transformation Programme
2 4 (80.00%) Mathematics
2 4 (80.00%) Multichannel Retail
2 4 (80.00%) Project Management
3 1 (20.00%) Data Analysis
3 1 (20.00%) Exploratory Data Analysis
3 1 (20.00%) Machine Learning
3 1 (20.00%) MapReduce
3 1 (20.00%) Neural Network
3 1 (20.00%) Random Forest
3 1 (20.00%) Risk Management
3 1 (20.00%) Statistical Modelling
3 1 (20.00%) Statistics
3 1 (20.00%) Support Vector Machines
3 1 (20.00%) Use Case
Programming Languages
1 1 (20.00%) Python
Qualifications
1 4 (80.00%) Degree