The table below looks at the statistics for Data Mining skills in IT jobs advertised for the Reading region. Included is a guide to the salaries offered in IT jobs that have cited Data Mining over the 3 months to 28 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Jul 2016
Same period 2015 Same period 2014
Data Mining
Rank 126 131 119
Rank change year-on-year
+5 -12
Permanent jobs citing Data Mining 6 14 21
As % of all permanent IT jobs located in Reading 0.33% 0.63% 0.88%
As % of the Database & Business Intelligence category 1.28% 2.10% 3.64%
Number of salaries quoted 6 9 6
Median salary £45,000 £57,500 £33,750
Median salary % change year-on-year
-21.73% +70.37%
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%
Data Mining
Berkshire

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in permanent jobs advertised in the Reading region.

Database & Business Intelligence Category
Reading
Permanent IT job ads with a match in the
Database & Business Intelligence category
468 667 577
As % of all permanent IT jobs located in Reading 25.97% 29.82% 24.18%
Number of salaries quoted 400 529 475
Median salary £47,500 £45,000 £45,000
Median salary % change year-on-year
+5.55% -
90% offered a salary of more than £35,000 £35,000 £31,000
10% offered a salary of more than £60,000 £65,000 £62,500
UK excluding London median salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

Data Mining
Jobs Demand Trend in Reading

The demand trend of job ads across the Reading region citing Data Mining as a proportion of all IT jobs with a match in the Database & Business Intelligence category.

Data Mining Jobs Demand Trend in Reading

Data Mining
Salary Trend in Reading

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

Data Mining Salary Trend in Reading

Data Mining
Top 30 Related IT Skills in Reading

For the 6 months to 28 July 2016, 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 Reading region with a requirement for Data Mining.

1 16 (66.67%) Java
2 13 (54.17%) JavaScript
2 13 (54.17%) MySQL
2 13 (54.17%) CSS
2 13 (54.17%) Linux
2 13 (54.17%) HTML
3 12 (50.00%) Git (software)
4 11 (45.83%) Oracle
4 11 (45.83%) SQL Server
4 11 (45.83%) SQL
5 10 (41.67%) Machine Learning
6 9 (37.50%) Hadoop
6 9 (37.50%) Amazon AWS
6 9 (37.50%) Apache Hive
6 9 (37.50%) Multithreading
6 9 (37.50%) REST
6 9 (37.50%) HBase
6 9 (37.50%) Performance Tuning
6 9 (37.50%) Relational Database
6 9 (37.50%) HDFS
6 9 (37.50%) Apache Spark
6 9 (37.50%) Algorithms
6 9 (37.50%) JDBC
6 9 (37.50%) Web Services
6 9 (37.50%) ODBC
6 9 (37.50%) RDBMS
6 9 (37.50%) Unix
6 9 (37.50%) Finance
6 9 (37.50%) Java SE
6 9 (37.50%) JSON

Data Mining
Top Related IT Skills in Reading 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 9 (37.50%) Apache Spark
Applications
1 2 (8.33%) MS Excel
Cloud Services
1 9 (37.50%) Amazon AWS
Database & Business Intelligence
1 13 (54.17%) MySQL
2 11 (45.83%) SQL Server
3 9 (37.50%) Apache Hive
3 9 (37.50%) Hadoop
3 9 (37.50%) HBase
3 9 (37.50%) RDBMS
3 9 (37.50%) Relational Database
4 7 (29.17%) Big Data
5 4 (16.67%) Data Warehouse
6 1 (4.17%) BusinessObjects
6 1 (4.17%) PostgreSQL
6 1 (4.17%) SAP BW
Development Applications
1 12 (50.00%) Git (software)
2 8 (33.33%) Eclipse
2 8 (33.33%) NetBeans
3 2 (8.33%) Team Foundation Server
3 2 (8.33%) Toad
3 2 (8.33%) Visual Studio
General
1 9 (37.50%) Finance
2 2 (8.33%) Automotive
3 1 (4.17%) Marketing
3 1 (4.17%) Retail
Job Titles
1 17 (70.83%) Developer
2 8 (33.33%) Java Developer
3 5 (20.83%) Senior Developer
3 5 (20.83%) Senior Java Developer
4 4 (16.67%) PHP Developer
5 2 (8.33%) ETL Developer
5 2 (8.33%) MIS Developer
5 2 (8.33%) Oracle Developer
5 2 (8.33%) Oracle ETL Developer
5 2 (8.33%) PL/SQL Developer
5 2 (8.33%) SQL Developer
6 1 (4.17%) Business Objects Developer
6 1 (4.17%) C# Developer
6 1 (4.17%) Data Scientist
6 1 (4.17%) Database Designer
6 1 (4.17%) Database Developer
6 1 (4.17%) SAP BW Developer
6 1 (4.17%) SAP Developer
6 1 (4.17%) Senior Software Developer
6 1 (4.17%) Software Developer
Libraries, Frameworks & Software Standards
1 13 (54.17%) CSS
1 13 (54.17%) HTML
2 9 (37.50%) Java SE
2 9 (37.50%) JDBC
2 9 (37.50%) JSON
2 9 (37.50%) ODBC
2 9 (37.50%) REST
2 9 (37.50%) Web Services
3 6 (25.00%) .NET
4 2 (8.33%) J2SE
Miscellaneous
1 9 (37.50%) Algorithms
2 6 (25.00%) Management Information System
2 6 (25.00%) Mobile App
2 6 (25.00%) Smart Meter
3 3 (12.50%) Analytical Skills
4 1 (4.17%) Economics
4 1 (4.17%) Statistics
Operating Systems
1 13 (54.17%) Linux
2 9 (37.50%) Unix
3 4 (16.67%) Windows
Processes & Methodologies
1 10 (41.67%) Machine Learning
2 9 (37.50%) Multithreading
2 9 (37.50%) Performance Tuning
3 8 (33.33%) Concurrent Programming
4 7 (29.17%) Analytics
5 6 (25.00%) Agile Software Development
5 6 (25.00%) Capacity Management
5 6 (25.00%) Change Management
5 6 (25.00%) Data Analytics
5 6 (25.00%) Data Migration
5 6 (25.00%) ITIL
5 6 (25.00%) Migration
5 6 (25.00%) Operations Management
5 6 (25.00%) Planning and Forecasting
5 6 (25.00%) Risk Management
6 4 (16.67%) OO
6 4 (16.67%) OOP
7 3 (12.50%) Business Intelligence
7 3 (12.50%) Data Management
8 2 (8.33%) Unit Testing
Programming Languages
1 16 (66.67%) Java
2 13 (54.17%) JavaScript
3 11 (45.83%) SQL
4 4 (16.67%) Bash Shell
4 4 (16.67%) C++
4 4 (16.67%) PHP
5 2 (8.33%) PL/SQL
6 1 (4.17%) C#
Qualifications
1 6 (25.00%) CITP
2 2 (8.33%) Degree
Quality Assurance & Compliance
1 6 (25.00%) ISO/IEC 20000
System Software
1 9 (37.50%) HDFS
Vendors
1 11 (45.83%) Oracle
2 2 (8.33%) Microsoft
3 1 (4.17%) SAP
Reading, Berkshire
Spectrum IT Recruitment (South) Ltd
Salary: £35000 - £55000 per annum + benefits
Posted: 6 days ago