Period
to 20 August 2018

The following table provides summary statistics for permanent job vacancies advertised in Tyne and Wear 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 20 August 2018 with a comparison to the same period in the previous 2 years.

Data Mining
North East > Tyne and Wear
6 months to
20 Aug 2018
Same period 2017 Same period 2016
Rank 107 78 -
Rank change year-on-year -29 - -
Permanent jobs citing Data Mining 3 2 0
As % of all permanent IT jobs advertised in Tyne and Wear 0.24% 0.28% -
As % of the Database & Business Intelligence category 0.84% 0.80% -
Number of salaries quoted 3 2 0
Tyne and Wear median annual salary £67,500 £30,000 -
Median salary % change year-on-year +125.00% - -
North East median annual salary £67,500 £42,500 £24,500
% change year-on-year +58.82% +73.47% -

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 Tyne and Wear with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Tyne and Wear
Permanent vacancies with a requirement for database or business intelligence skills 359 249 438
As % of all permanent IT jobs advertised in Tyne and Wear 28.38% 35.02% 38.05%
Number of salaries quoted 292 228 388
Tyne and Wear median annual salary £42,500 £40,000 £37,500
Median salary % change year-on-year +6.25% +6.67% +7.14%
10th Percentile £27,050 £22,750 £27,500
90th Percentile £60,000 £59,125 £52,150
North East median annual salary £41,500 £40,000 £37,500
% change year-on-year +3.75% +6.67% +7.14%

Data Mining
Job Vacancy Trend in Tyne and Wear

Job postings citing Data Mining as a percentage of all IT jobs advertised in Tyne and Wear.

Job vacancy trend for Data Mining in Tyne and Wear

Data Mining
Salary Trend in Tyne and Wear

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

Salary trend for Data Mining in Tyne and Wear

Data Mining
Salary Histogram in Tyne and Wear

The salary distribution of IT jobs citing Data Mining in Tyne and Wear over the 6 months to 20 August 2018.

Salary histogram for Data Mining in Tyne and Wear

Data Mining
Job Locations in Tyne and Wear

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Mining within the Tyne and Wear region over the 6 months to 20 August 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
Newcastle upon Tyne - 2 £67,500 -
Sunderland -7 1 £27,500 -8.33%
Data Mining
North East

For the 6 months to 20 August 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 Tyne and Wear region with a requirement for Data Mining.

1 3 (100.00%) Analytical Skills
1 3 (100.00%) Finance
2 2 (66.67%) Telecoms
2 2 (66.67%) C++
2 2 (66.67%) Java
2 2 (66.67%) Oracle
2 2 (66.67%) Python
2 2 (66.67%) IBM
2 2 (66.67%) IBM BigInsights
2 2 (66.67%) Actionable Insight
2 2 (66.67%) Creative Problem-Solving
2 2 (66.67%) Data Science
2 2 (66.67%) Problem-Solving
2 2 (66.67%) Recommender Systems
2 2 (66.67%) Collaborative Filtering
2 2 (66.67%) Retail
2 2 (66.67%) Text Mining
2 2 (66.67%) Neural Network
2 2 (66.67%) Software Engineering
2 2 (66.67%) Statistics
2 2 (66.67%) Physics
2 2 (66.67%) Computer Science
2 2 (66.67%) Social Network
2 2 (66.67%) Greenplum
2 2 (66.67%) Hadoop
2 2 (66.67%) CouchDB
2 2 (66.67%) Visualisation
2 2 (66.67%) Predictive Modelling
2 2 (66.67%) Apache Hive
2 2 (66.67%) MongoDB

Data Mining
Co-occurring IT Skills in Tyne and Wear 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 2 (66.67%) Apache Hive
1 2 (66.67%) Big Data
1 2 (66.67%) CouchDB
1 2 (66.67%) Hadoop
1 2 (66.67%) HBase
1 2 (66.67%) IBM BigInsights
1 2 (66.67%) IBM InfoSphere
1 2 (66.67%) MongoDB
1 2 (66.67%) Text Mining
General
1 3 (100.00%) Finance
2 2 (66.67%) Retail
2 2 (66.67%) Telecoms
Job Titles
1 2 (66.67%) Data Scientist
2 1 (33.33%) Analyst
2 1 (33.33%) Data Analyst
Libraries, Frameworks & Software Standards
1 2 (66.67%) Natural Language Processing
Miscellaneous
1 3 (100.00%) Analytical Skills
2 2 (66.67%) Computer Science
2 2 (66.67%) Social Network
Processes & Methodologies
1 2 (66.67%) Actionable Insight
1 2 (66.67%) Collaborative Filtering
1 2 (66.67%) Creative Problem-Solving
1 2 (66.67%) Data Science
1 2 (66.67%) Data Visualisation
1 2 (66.67%) Kalman Filter
1 2 (66.67%) Machine Learning
1 2 (66.67%) Neural Network
1 2 (66.67%) Physics
1 2 (66.67%) Predictive Modelling
1 2 (66.67%) Problem-Solving
1 2 (66.67%) Recommender Systems
1 2 (66.67%) Software Engineering
1 2 (66.67%) Statistics
1 2 (66.67%) Visualisation
2 1 (33.33%) Time Management
Programming Languages
1 2 (66.67%) C++
1 2 (66.67%) Java
1 2 (66.67%) Python
System Software
1 2 (66.67%) HDFS
Vendors
1 2 (66.67%) Cloudera
1 2 (66.67%) Greenplum
1 2 (66.67%) Hortonworks
1 2 (66.67%) IBM
1 2 (66.67%) MapR
1 2 (66.67%) Oracle