The table below looks at the statistics for Data Mining skills in IT jobs advertised for the East of England region. Included is a guide to the salaries offered in IT jobs that have cited Data Mining over the 3 months to 22 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
22 Jan 2017
Same period 2016 Same period 2015
Data Mining
England / East of England
Rank 211 243 222
Rank change year-on-year
+32 -21
Permanent jobs citing Data Mining 28 14 46
As % of all permanent IT jobs located in the East of England 0.48% 0.20% 0.64%
As % of the Database & Business Intelligence category 1.68% 0.73% 2.19%
Number of salaries quoted 24 11 37
Median salary £58,913 £37,500 £55,000
Median salary % change year-on-year
+57.10% -31.81%
90% offered a salary of more than £42,500 £23,000 £32,500
10% offered a salary of more than £67,500 £45,000 £60,000
UK excluding London median salary £45,000 £45,000 £40,000
% change year-on-year
- +12.50%

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 East of England region.

Database & Business Intelligence Category
East of England
Permanent IT job ads with a match in the
Database & Business Intelligence category
1667 1921 2096
As % of all permanent IT jobs located in the East of England 28.69% 27.93% 29.09%
Number of salaries quoted 1401 1623 1698
Median salary £46,924 £45,000 £45,000
Median salary % change year-on-year
+4.27% -
90% offered a salary of more than £32,500 £30,000 £29,000
10% offered a salary of more than £65,000 £62,500 £65,000
UK excluding London median salary £43,000 £42,500 £40,000
% change year-on-year
+1.17% +6.25%

Data Mining
Jobs Demand Trend in the East of England

The demand trend of job ads across the East of England 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 the East of England

Data Mining
Salary Trend in the East of England

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

Data Mining Salary Trend in the East of England

Data Mining
Salary Histogram in the East of England

This chart provides a salary histogram for IT jobs citing Data Mining across the East of England region over the 3 months to 22 January 2017.

Data Mining Salary Histogram in the East of England

Data Mining
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Mining within the East of England region over the 3 months to 22 January 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
Essex - 11 £67,500 -
Cambridgeshire +12 8 £62,500 +38.88% 2
Hertfordshire +6 5 £42,500 +30.76% 1
Bedfordshire +15 3 - -
Suffolk - 1 £42,500 - 1
Data Mining
England

Data Mining
Top 30 Related IT Skills in the East of England

For the 6 months to 22 January 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 East of England region with a requirement for Data Mining.

1 16 (45.71%) SQL
2 14 (40.00%) Java
3 12 (34.29%) Degree
4 11 (31.43%) Computer Science
4 11 (31.43%) Analytics
5 10 (28.57%) Agile Software Development
6 9 (25.71%) Oracle
6 9 (25.71%) Business Intelligence
7 8 (22.86%) JBoss
7 8 (22.86%) WebSphere
7 8 (22.86%) Machine Learning
8 7 (20.00%) Gradle
8 7 (20.00%) NoSQL
8 7 (20.00%) Maven
8 7 (20.00%) E-Commerce
8 7 (20.00%) JMS
8 7 (20.00%) PL/SQL
8 7 (20.00%) J2EE
8 7 (20.00%) Ant
8 7 (20.00%) WebLogic
8 7 (20.00%) Hibernate
9 6 (17.14%) Swing
9 6 (17.14%) OOP
9 6 (17.14%) OO
9 6 (17.14%) Python
9 6 (17.14%) SQL Server Reporting Services
9 6 (17.14%) Data Visualisation
9 6 (17.14%) Visualisation
9 6 (17.14%) Big Data
10 5 (14.29%) SDLC

Data Mining
Top Related IT Skills in the East of England 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 8 (22.86%) JBoss
1 8 (22.86%) WebSphere
2 7 (20.00%) WebLogic
3 4 (11.43%) Tomcat
4 2 (5.71%) Apache Spark
4 2 (5.71%) OpenStack
4 2 (5.71%) SAS
5 1 (2.86%) Drupal
5 1 (2.86%) GlassFish
Applications
1 4 (11.43%) MS Excel
Business Applications
1 1 (2.86%) Dynamics AX
1 1 (2.86%) Dynamics CRM
1 1 (2.86%) Dynamics NAV
1 1 (2.86%) Oracle Applications
1 1 (2.86%) Oracle Assets
1 1 (2.86%) Oracle General Ledger
1 1 (2.86%) Oracle Subledger Accounting
Cloud Services
1 2 (5.71%) Amazon AWS
Communications & Networking
1 2 (5.71%) Firewall
Database & Business Intelligence
1 7 (20.00%) NoSQL
2 6 (17.14%) Big Data
2 6 (17.14%) SQL Server Reporting Services
3 5 (14.29%) BusinessObjects
3 5 (14.29%) QlikView
4 4 (11.43%) SQL Server
4 4 (11.43%) SQL Server Integration Services
5 3 (8.57%) Apache Hive
5 3 (8.57%) Data Warehouse
5 3 (8.57%) Hadoop
5 3 (8.57%) SQL Server Analysis Services
6 2 (5.71%) Base SAS
6 2 (5.71%) OLAP
6 2 (5.71%) PostgreSQL
6 2 (5.71%) Relational Database
7 1 (2.86%) Impala
7 1 (2.86%) OLTP
7 1 (2.86%) Oracle Discoverer
7 1 (2.86%) RDBMS
7 1 (2.86%) SQL Server 2014
Development Applications
1 7 (20.00%) Ant
1 7 (20.00%) Gradle
1 7 (20.00%) Maven
2 3 (8.57%) Talend Open Studio
General
1 4 (11.43%) Finance
2 2 (5.71%) Automotive
2 2 (5.71%) Games
2 2 (5.71%) Marketing
3 1 (2.86%) Advertising
3 1 (2.86%) General Ledger
Job Titles
1 17 (48.57%) Developer
2 10 (28.57%) Java Developer
3 7 (20.00%) J2EE Developer
3 7 (20.00%) Java/J2EE Developer
4 6 (17.14%) Agile Developer
4 6 (17.14%) Agile Java Developer
4 6 (17.14%) Java Swing Developer
4 6 (17.14%) Lead Developer
4 6 (17.14%) Lead Java Developer
4 6 (17.14%) Oracle Developer
5 5 (14.29%) Analyst
5 5 (14.29%) Business Intelligence Developer
5 5 (14.29%) QlikView Developer
6 3 (8.57%) Technical Support
7 2 (5.71%) Chief Technology Officer
7 2 (5.71%) Data Analyst
7 2 (5.71%) Information Analyst
7 2 (5.71%) Operations Manager
7 2 (5.71%) Support Manager
7 2 (5.71%) Technical Manager
Libraries, Frameworks & Software Standards
1 7 (20.00%) Hibernate
1 7 (20.00%) J2EE
1 7 (20.00%) JMS
2 6 (17.14%) Swing
3 4 (11.43%) Spring
3 4 (11.43%) XML
4 2 (5.71%) Natural Language Processing
4 2 (5.71%) RESTful
5 1 (2.86%) Java EE
5 1 (2.86%) RabbitMQ
Miscellaneous
1 11 (31.43%) Computer Science
2 6 (17.14%) Visualisation
3 2 (5.71%) Artificial Intelligence
3 2 (5.71%) Clustering
3 2 (5.71%) Management Information System
3 2 (5.71%) Security Operations Centre
4 1 (2.86%) Algorithms
4 1 (2.86%) Analytical Skills
4 1 (2.86%) Data Extraction
4 1 (2.86%) Data Structures
4 1 (2.86%) Life Science
4 1 (2.86%) Online Games
4 1 (2.86%) Private Cloud
Operating Systems
1 5 (14.29%) Linux
2 3 (8.57%) Unix
2 3 (8.57%) Windows
2 3 (8.57%) Windows Server
Processes & Methodologies
1 11 (31.43%) Analytics
2 10 (28.57%) Agile Software Development
3 9 (25.71%) Business Intelligence
4 8 (22.86%) Machine Learning
5 7 (20.00%) E-Commerce
6 6 (17.14%) Data Visualisation
6 6 (17.14%) OO
6 6 (17.14%) OOP
7 5 (14.29%) Business Analysis
7 5 (14.29%) ETL
7 5 (14.29%) Product Management
7 5 (14.29%) SDLC
8 4 (11.43%) Data Analysis
8 4 (11.43%) Data Cleansing
9 3 (8.57%) Continuous Integration
9 3 (8.57%) Data Protection
9 3 (8.57%) DevOps
9 3 (8.57%) Information Retrieval
9 3 (8.57%) Stakeholder Management
9 3 (8.57%) TDD
Programming Languages
1 16 (45.71%) SQL
2 14 (40.00%) Java
3 7 (20.00%) PL/SQL
4 6 (17.14%) Python
5 4 (11.43%) T-SQL
6 3 (8.57%) JavaScript
6 3 (8.57%) R
6 3 (8.57%) Scala
7 1 (2.86%) Bash Shell
7 1 (2.86%) PowerShell
Qualifications
1 12 (34.29%) Degree
2 2 (5.71%) CISM
2 2 (5.71%) CISSP
System Software
1 2 (5.71%) Hyper-V
1 2 (5.71%) VMware Infrastructure
1 2 (5.71%) vSphere
Systems Management
1 1 (2.86%) Oozie
Vendors
1 9 (25.71%) Oracle
2 5 (14.29%) Cognos
3 4 (11.43%) Microsoft
4 3 (8.57%) hybris
4 3 (8.57%) Talend
5 2 (5.71%) VMware
6 1 (2.86%) AppDynamics
6 1 (2.86%) JD Edwards
6 1 (2.86%) New Relic
6 1 (2.86%) SAP
6 1 (2.86%) Sybase
6 1 (2.86%) Vertica
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