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 average salaries offered in IT jobs that have cited Data Mining over the 3 months to 2 October 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
2 Oct 2014
Same period 2013 Same period 2012
Data Mining
Rank 188 215 221
Rank change year-on-year
+27 +6
Permanent jobs citing Data Mining 65 26 66
As % of all permanent IT jobs located in the East of England 0.85% 0.37% 0.72%
As % of the Database & Business Intelligence category 2.90% 1.16% 2.15%
Number of salaries quoted 55 23 50
Average salary £42,500 £36,750 £45,000
Average salary % change year-on-year
+15.64% -18.33%
90% offered a salary of more than £37,500 £27,500 £29,888
10% offered a salary of more than £54,000 £60,000 £49,500
UK excluding London average salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%
Data Mining
England

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
2241 2232 3076
As % of all permanent IT jobs located in the East of England 29.16% 31.85% 33.70%
Number of salaries quoted 1891 1980 2666
Average salary £42,500 £40,000 £40,000
Average salary % change year-on-year
+6.25% -
90% offered a salary of more than £30,000 £27,500 £27,500
10% offered a salary of more than £60,000 £55,000 £52,500
UK excluding London average salary £40,000 £40,000 £40,000

Data Mining
Jobs Demand Trend in the East of England

This chart provides a 3-month moving total of permanent IT jobs citing Data Mining across the East of England region as a proportion of the total demand within 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 2 October 2014.

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 average salaries quoted in IT jobs citing Data Mining within the East of England region over the 3 months to 2 October 2014. 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Hertfordshire +11 30 £42,500 +15.64% 2
Essex +8 19 £42,500 +24.54% 1
Cambridgeshire +12 16 £47,500 +11.76% 7
Data Mining
England

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

For the 6 months to 2 October 2014, IT jobs across the East of England region citing Data Mining also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Mining.

1 86 (54.43%) SQL
2 74 (46.84%) SQL Server
3 60 (37.97%) Degree
4 58 (36.71%) Java
5 53 (33.54%) Analytical Skills
6 49 (31.01%) Oracle
7 43 (27.22%) Finance
8 42 (26.58%) Business Intelligence
9 37 (23.42%) PL/SQL
10 35 (22.15%) Retail
11 34 (21.52%) NoSQL
12 33 (20.89%) ETL
13 32 (20.25%) VB
13 32 (20.25%) VBA
13 32 (20.25%) Computer Science
14 31 (19.62%) WebSphere
14 31 (19.62%) Maven
14 31 (19.62%) Relational Database
14 31 (19.62%) Gradle
14 31 (19.62%) T-SQL
14 31 (19.62%) Ant
14 31 (19.62%) WebLogic
14 31 (19.62%) JMS
14 31 (19.62%) JBoss
14 31 (19.62%) Hibernate
15 30 (18.99%) E-Commerce
15 30 (18.99%) GlassFish
16 29 (18.35%) C#
17 26 (16.46%) Mathematics
18 24 (15.19%) Data Warehouse

Data Mining
Top Related IT Skills in the East of England by Category

For the 6 months to 2 October 2014, IT jobs across the East of England region citing Data Mining also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Mining. Up to 20 skills are shown per category.

Application Platforms
1 31 (19.62%) WebSphere
1 31 (19.62%) WebLogic
2 30 (18.99%) GlassFish
3 12 (7.59%) SAS
4 1 (0.63%) SharePoint
4 1 (0.63%) SharePoint 2010
4 1 (0.63%) Apache Pig
Applications
1 13 (8.23%) MS Excel
2 6 (3.80%) MS Office
3 5 (3.16%) SPSS
4 2 (1.27%) MS PowerPoint
Business Applications
1 2 (1.27%) HFM
1 2 (1.27%) Oracle General Ledger
1 2 (1.27%) Oracle EBS R12
1 2 (1.27%) Oracle Subledger Accounting
2 1 (0.63%) Dynamics NAV
2 1 (0.63%) Google Analytics
2 1 (0.63%) Oracle Financials
2 1 (0.63%) Oracle EBS
Communications & Networking
1 7 (4.43%) ATM
Database & Business Intelligence
1 74 (46.84%) SQL Server
2 34 (21.52%) NoSQL
3 31 (19.62%) Relational Database
4 24 (15.19%) Data Warehouse
4 24 (15.19%) RDBMS
5 17 (10.76%) OLAP
5 17 (10.76%) SQL Server Reporting Services
5 17 (10.76%) SQL Server Analysis Services
6 13 (8.23%) SQL Server Integration Services
7 10 (6.33%) Microsoft Analysis Services
8 9 (5.70%) Oracle Database
9 8 (5.06%) Hadoop
9 8 (5.06%) Oracle Reports
10 7 (4.43%) Big Data
11 6 (3.80%) ROLAP
11 6 (3.80%) MOLAP
11 6 (3.80%) OLTP
11 6 (3.80%) Oracle OLAP
12 5 (3.16%) Crystal Reports
12 5 (3.16%) SQL Server 2008
Development Applications
1 31 (19.62%) Ant
1 31 (19.62%) Maven
1 31 (19.62%) Gradle
2 9 (5.70%) Oracle Forms
3 4 (2.53%) JUnit
4 1 (0.63%) Talend Open Studio
General
1 43 (27.22%) Finance
2 35 (22.15%) Retail
3 23 (14.56%) Marketing
4 15 (9.49%) Automotive
5 8 (5.06%) Legal
6 6 (3.80%) Telecoms
7 5 (3.16%) Advertising
8 4 (2.53%) Pharmaceutical
8 4 (2.53%) Aerospace
8 4 (2.53%) French Language
8 4 (2.53%) German Language
8 4 (2.53%) Italian Language
8 4 (2.53%) Spanish Language
8 4 (2.53%) Military
9 3 (1.90%) Banking
10 2 (1.27%) Games
11 1 (0.63%) Law
Job Titles
1 67 (42.41%) Analyst
2 53 (33.54%) Developer
3 31 (19.62%) Java Developer
4 27 (17.09%) Business Analyst
5 17 (10.76%) Business Systems Analyst
5 17 (10.76%) Systems Analyst
5 17 (10.76%) Java/J2EE Developer
5 17 (10.76%) Data Scientist
6 16 (10.13%) Data Analyst
7 12 (7.59%) SQL Developer
8 10 (6.33%) Business Intelligence Developer
9 8 (5.06%) Consultant
10 7 (4.43%) Test Analyst
10 7 (4.43%) Supply Chain Analyst
10 7 (4.43%) Software Test Analyst
10 7 (4.43%) Development Analyst
11 6 (3.80%) Head of IT Security
11 6 (3.80%) Research Scientist
11 6 (3.80%) Head of IT
11 6 (3.80%) Head of Security
Libraries, Frameworks & Software Standards
1 31 (19.62%) JMS
1 31 (19.62%) Hibernate
2 22 (13.92%) J2EE
3 16 (10.13%) .NET
4 15 (9.49%) HTML
5 14 (8.86%) CSS
6 13 (8.23%) Ajax
6 13 (8.23%) Swing
7 11 (6.96%) Spring
7 11 (6.96%) ASP.NET
8 7 (4.43%) Java EE
9 6 (3.80%) Web Services
10 5 (3.16%) Spring MVC
11 4 (2.53%) Java SE
11 4 (2.53%) EJB
11 4 (2.53%) Servlets
11 4 (2.53%) Struts
11 4 (2.53%) JPA
12 1 (0.63%) RESTful
12 1 (0.63%) HTML5
Miscellaneous
1 53 (33.54%) Analytical Skills
2 32 (20.25%) Computer Science
3 26 (16.46%) Mathematics
4 17 (10.76%) Statistics
5 14 (8.86%) Data Conversion
6 12 (7.59%) Algorithms
7 11 (6.96%) Data Structures
7 11 (6.96%) Physics
8 9 (5.70%) Open Source
9 7 (4.43%) EFT
10 6 (3.80%) Management Information System
10 6 (3.80%) Life Science
11 5 (3.16%) FMCG
12 4 (2.53%) Chip and PIN
13 2 (1.27%) Data Extraction
14 1 (0.63%) Visualisation
14 1 (0.63%) Economics
14 1 (0.63%) Informatics
Operating Systems
1 8 (5.06%) UNIX
2 2 (1.27%) Windows
2 2 (1.27%) Windows Server 2008
3 1 (0.63%) Linux
3 1 (0.63%) Windows Server 2003
Processes & Methodologies
1 42 (26.58%) Business Intelligence
2 33 (20.89%) ETL
3 30 (18.99%) E-Commerce
4 22 (13.92%) Project Management
4 22 (13.92%) Data Analysis
5 20 (12.66%) Agile Software Development
6 18 (11.39%) OO
6 18 (11.39%) Data Cleansing
6 18 (11.39%) Performance Tuning
6 18 (11.39%) Analytics
7 17 (10.76%) OOP
8 16 (10.13%) ERP
9 12 (7.59%) Machine Learning
10 11 (6.96%) Signal Processing
10 11 (6.96%) MVC
11 10 (6.33%) Information Management
12 9 (5.70%) Data Modelling
13 8 (5.06%) CRM
14 7 (4.43%) Regression Testing
14 7 (4.43%) Data Management
Programming Languages
1 86 (54.43%) SQL
2 58 (36.71%) Java
3 37 (23.42%) PL/SQL
4 32 (20.25%) VB
4 32 (20.25%) VBA
5 31 (19.62%) T-SQL
6 29 (18.35%) C#
7 14 (8.86%) JavaScript
8 13 (8.23%) VBScript
9 11 (6.96%) C++
10 7 (4.43%) Shell Script
11 5 (3.16%) R
12 3 (1.90%) Python
13 1 (0.63%) Ruby
13 1 (0.63%) C
Qualifications
1 60 (37.97%) Degree
2 4 (2.53%) SC Cleared
2 4 (2.53%) Security Cleared
3 3 (1.90%) PhD
4 1 (0.63%) Microsoft Certification
4 1 (0.63%) Postgraduate
4 1 (0.63%) MCSA
Quality Assurance & Compliance
1 12 (7.59%) ISO 9001
2 7 (4.43%) QA
3 6 (3.80%) ISO/IEC 27001
4 4 (2.53%) PCI DSS
4 4 (2.53%) SLA
4 4 (2.53%) GCP
4 4 (2.53%) GMP
4 4 (2.53%) GLP
System Software
1 7 (4.43%) HDFS
Vendors
1 49 (31.01%) Oracle
2 31 (19.62%) JBoss
3 6 (3.80%) Microsoft
3 6 (3.80%) Business Objects
4 4 (2.53%) Salesforce.com
5 1 (0.63%) Google
5 1 (0.63%) Hitwise
5 1 (0.63%) Tableau
5 1 (0.63%) Talend
5 1 (0.63%) MicroStrategy
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