The following table provides summary statistics for permanent job vacancies advertised in the East of England 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 26 April 2017 with a comparison to the same period in the previous 2 years.

Data Mining
England / East of England
3 months to
26 Apr 2017
Same period 2016 Same period 2015
Rank 226 220 262
Rank change year-on-year -6 +42  
Permanent jobs citing Data Mining 26 43 21
As % of all permanent IT jobs advertised in the East of England 0.42% 0.59% 0.26%
As % of the Database & Business Intelligence category 1.47% 2.23% 0.87%
Number of salaries quoted 23 38 19
Median salary £42,500 £45,000 £45,000
Median salary % change year-on-year -5.55% -  
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year +5.88% +6.25%  

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 the East of England with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
East of England
Permanent job vacancies with a requirement for database and business intelligence skills 1773 1931 2420
As % of all permanent IT job vacancies advertised in the East of England 28.50% 26.30% 30.48%
Number of salaries quoted 1479 1602 2045
Median salary £45,000 £45,000 £45,000
90% offered a salary of more than £32,032 £30,000 £28,500
10% offered a salary of more than £62,500 £62,500 £65,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

Data Mining
Job Vacancy Trend in the East of England

The job posting trend of jobs advertised in the East of England 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 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 in the East of England.

Salary trend for Data Mining in the East of England

Data Mining
Salary Histogram in the East of England

The salary distribution of IT jobs citing Data Mining in the East of England over the 3 months to 26 April 2017.

Salary histogram for Data Mining 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 26 April 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
Cambridgeshire +14 15 £35,000 -17.64% 5
Essex +4 6 £66,250 +10.41%
Bedfordshire +22 3 £42,500 +13.33%
Hertfordshire -8 1 £110,000 +144.44% 1
Suffolk - 1 £36,000 -
Data Mining
England

For the 6 months to 26 April 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 28 (50.91%) Agile Software Development
2 26 (47.27%) Java
3 24 (43.64%) Degree
4 22 (40.00%) Computer Science
5 21 (38.18%) Hibernate
5 21 (38.18%) J2EE
6 19 (34.55%) Oracle
7 18 (32.73%) SQL
8 14 (25.45%) Analytics
9 13 (23.64%) Gradle
9 13 (23.64%) NoSQL
9 13 (23.64%) PL/SQL
9 13 (23.64%) Ant
9 13 (23.64%) WebLogic
9 13 (23.64%) Swing
9 13 (23.64%) OOP
9 13 (23.64%) OO
9 13 (23.64%) JBoss
9 13 (23.64%) E-Commerce
9 13 (23.64%) JMS
9 13 (23.64%) Business Intelligence
9 13 (23.64%) WebSphere
9 13 (23.64%) Maven
9 13 (23.64%) Business Analysis
10 11 (20.00%) Spring
10 11 (20.00%) Natural Language Processing
11 9 (16.36%) Big Data
11 9 (16.36%) Machine Learning
11 9 (16.36%) Data Structures
11 9 (16.36%) Algorithms

Data Mining
Co-occurring 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 13 (23.64%) JBoss
1 13 (23.64%) WebLogic
1 13 (23.64%) WebSphere
2 3 (5.45%) Apache Spark
2 3 (5.45%) SAS
2 3 (5.45%) Tomcat
3 2 (3.64%) OpenStack
4 1 (1.82%) Drupal
Applications
1 5 (9.09%) Microsoft Excel
2 3 (5.45%) Microsoft PowerPoint
2 3 (5.45%) MS Visio
Business Applications
1 4 (7.27%) Oracle Applications
2 2 (3.64%) Dynamics AX
3 1 (1.82%) Dynamics CRM
3 1 (1.82%) Dynamics NAV
3 1 (1.82%) Oracle Assets
3 1 (1.82%) Oracle General Ledger
3 1 (1.82%) Oracle Subledger Accounting
Cloud Services
1 4 (7.27%) Microsoft Azure
1 4 (7.27%) PaaS
2 3 (5.45%) Amazon AWS
3 1 (1.82%) Amazon S3
Communications & Networking
1 2 (3.64%) Firewall
Database & Business Intelligence
1 13 (23.64%) NoSQL
2 9 (16.36%) Big Data
2 9 (16.36%) SQL Server Reporting Services
2 9 (16.36%) Text Mining
3 7 (12.73%) Data Warehouse
3 7 (12.73%) Hadoop
3 7 (12.73%) SQL Server
3 7 (12.73%) SQL Server Analysis Services
3 7 (12.73%) SQL Server Integration Services
4 6 (10.91%) Apache Hive
4 6 (10.91%) Relational Database
5 5 (9.09%) BusinessObjects
5 5 (9.09%) OLAP
5 5 (9.09%) QlikView
6 4 (7.27%) Impala
6 4 (7.27%) Oracle OLAP
6 4 (7.27%) SQL Server 2008
6 4 (7.27%) Sqoop
7 3 (5.45%) PostgreSQL
8 2 (3.64%) Base SAS
Development Applications
1 13 (23.64%) Ant
1 13 (23.64%) Gradle
1 13 (23.64%) Maven
2 3 (5.45%) Talend Open Studio
3 1 (1.82%) Visual Studio
General
1 4 (7.27%) Finance
2 2 (3.64%) Games
3 1 (1.82%) Advertising
3 1 (1.82%) Automotive
3 1 (1.82%) General Ledger
Job Titles
1 36 (65.45%) Developer
2 24 (43.64%) Java Developer
3 13 (23.64%) Agile Developer
3 13 (23.64%) Agile Java Developer
3 13 (23.64%) J2EE Developer
3 13 (23.64%) Java Swing Developer
3 13 (23.64%) Java/J2EE Developer
3 13 (23.64%) Lead Developer
3 13 (23.64%) Oracle Developer
4 7 (12.73%) Analyst
5 6 (10.91%) Business Intelligence Developer
5 6 (10.91%) Lead Java Developer
6 5 (9.09%) QlikView Developer
7 4 (7.27%) .NET Developer
7 4 (7.27%) Business Intelligence Analyst
7 4 (7.27%) SQL Analyst
8 3 (5.45%) Chief Technology Officer
9 2 (3.64%) Information Analyst
9 2 (3.64%) SAS Programmer
9 2 (3.64%) Security Manager
Libraries, Frameworks & Software Standards
1 21 (38.18%) Hibernate
1 21 (38.18%) J2EE
2 13 (23.64%) JMS
2 13 (23.64%) Swing
3 11 (20.00%) Natural Language Processing
3 11 (20.00%) Spring
4 5 (9.09%) .NET
5 4 (7.27%) Apache Cordova
5 4 (7.27%) JSON
5 4 (7.27%) JSON Schema
5 4 (7.27%) XML
6 2 (3.64%) RESTful
7 1 (1.82%) ASP.NET
7 1 (1.82%) MDX
Miscellaneous
1 22 (40.00%) Computer Science
2 9 (16.36%) Algorithms
2 9 (16.36%) Data Structures
3 4 (7.27%) Virtual Team
4 3 (5.45%) Analytical Skills
5 2 (3.64%) Management Information System
5 2 (3.64%) Security Operations Centre
6 1 (1.82%) Clustering
6 1 (1.82%) Life Science
6 1 (1.82%) Online Games
6 1 (1.82%) Private Cloud
Operating Systems
1 3 (5.45%) Linux
2 1 (1.82%) Unix
2 1 (1.82%) Windows
2 1 (1.82%) Windows Server
Processes & Methodologies
1 28 (50.91%) Agile Software Development
2 14 (25.45%) Analytics
3 13 (23.64%) Business Analysis
3 13 (23.64%) Business Intelligence
3 13 (23.64%) E-Commerce
3 13 (23.64%) OO
3 13 (23.64%) OOP
4 9 (16.36%) ETL
4 9 (16.36%) Machine Learning
4 9 (16.36%) SDLC
5 7 (12.73%) Data Analysis
5 7 (12.73%) DevOps
5 7 (12.73%) Matrix Organization
6 6 (10.91%) Microservices
7 5 (9.09%) Data Management
7 5 (9.09%) Data Visualisation
7 5 (9.09%) Mentoring
7 5 (9.09%) Product Management
7 5 (9.09%) Software Engineering
7 5 (9.09%) Visualisation
Programming Languages
1 26 (47.27%) Java
2 18 (32.73%) SQL
3 13 (23.64%) PL/SQL
4 7 (12.73%) T-SQL
5 5 (9.09%) C#
5 5 (9.09%) PowerShell
6 4 (7.27%) Python
7 3 (5.45%) JavaScript
7 3 (5.45%) R
7 3 (5.45%) Scala
8 1 (1.82%) Bash Shell
8 1 (1.82%) Perl
Qualifications
1 24 (43.64%) Degree
2 8 (14.55%) PhD
2 8 (14.55%) Sun Certification
3 2 (3.64%) CISM
3 2 (3.64%) CISSP
4 1 (1.82%) Postgraduate
System Software
1 4 (7.27%) Docker
Systems Management
1 4 (7.27%) Oozie
Vendors
1 19 (34.55%) Oracle
2 9 (16.36%) Microsoft
3 5 (9.09%) Cognos
4 4 (7.27%) Salesforce.com
4 4 (7.27%) Xamarin
5 3 (5.45%) hybris
5 3 (5.45%) Talend
6 1 (1.82%) JD Edwards
6 1 (1.82%) SAP
6 1 (1.82%) Vertica
Cambridge, Cambridgeshire
ECM Selection
Salary: £excellent
Posted: 20 hours ago
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Salary: £400 - £425 per day
Posted: Yesterday
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Salary: 30000 - 45000
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