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 23 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
23 Aug 2016
Same period 2015 Same period 2014
Data Mining
Rank 215 242 194
Rank change year-on-year
+27 -48
Permanent jobs citing Data Mining 36 30 80
As % of all permanent IT jobs located in the East of England 0.56% 0.41% 1.02%
As % of the Database & Business Intelligence category 2.04% 1.31% 3.32%
Number of salaries quoted 30 29 64
Median salary £50,000 £45,000 £42,500
Median salary % change year-on-year
+11.11% +5.88%
90% offered a salary of more than £34,750 £37,000 £37,500
10% offered a salary of more than £62,500 £81,500 £60,000
UK excluding London median salary £45,000 £45,000 £40,000
% change year-on-year
- +12.50%
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
1766 2283 2409
As % of all permanent IT jobs located in the East of England 27.33% 31.17% 30.86%
Number of salaries quoted 1541 1966 2057
Median salary £44,000 £45,000 £42,500
Median salary % change year-on-year
-2.22% +5.88%
90% offered a salary of more than £30,000 £30,000 £30,000
10% offered a salary of more than £65,000 £60,000 £60,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +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 23 August 2016.

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 23 August 2016. 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
(Click see detailed
statistics and trends)
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
Hertfordshire +38 20 £55,000 +29.41% 3
Essex +13 10 £40,000 +100.00%
Cambridgeshire -11 5 £50,000 +11.11% 4
Bedfordshire +15 1 £43,000 +14.66%
Data Mining
England

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

For the 6 months to 23 August 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 East of England region with a requirement for Data Mining.

1 33 (35.48%) Java
2 32 (34.41%) SQL
3 30 (32.26%) Oracle
3 30 (32.26%) Data Warehouse
4 27 (29.03%) Agile Software Development
4 27 (29.03%) Analytics
5 25 (26.88%) Machine Learning
6 24 (25.81%) Analytical Skills
7 23 (24.73%) NoSQL
7 23 (24.73%) Finance
8 21 (22.58%) TOGAF
9 19 (20.43%) Data Analysis
10 18 (19.35%) Facilities Management
10 18 (19.35%) Business Intelligence
10 18 (19.35%) ETL
10 18 (19.35%) Python
11 16 (17.20%) ERP
12 15 (16.13%) VB
12 15 (16.13%) Big Data
12 15 (16.13%) Data Analytics
13 14 (15.05%) C++
13 14 (15.05%) SQL Server
14 13 (13.98%) JMS
14 13 (13.98%) Degree
14 13 (13.98%) GlassFish
15 11 (11.83%) VBA
15 11 (11.83%) T-SQL
16 10 (10.75%) Retail
16 10 (10.75%) Maven
16 10 (10.75%) Algorithms

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 13 (13.98%) GlassFish
2 8 (8.60%) JBoss
2 8 (8.60%) WebLogic
2 8 (8.60%) WebSphere
3 6 (6.45%) DNN
4 5 (5.38%) Tomcat
5 1 (1.08%) Drupal
Applications
1 4 (4.30%) MS Excel
2 1 (1.08%) MS PowerPoint
2 1 (1.08%) MS Visio
Business Applications
1 1 (1.08%) Dynamics AX
1 1 (1.08%) Dynamics CRM
1 1 (1.08%) Dynamics NAV
1 1 (1.08%) Oracle Applications
Communications & Networking
1 3 (3.23%) PPP
Database & Business Intelligence
1 30 (32.26%) Data Warehouse
2 23 (24.73%) NoSQL
3 15 (16.13%) Big Data
4 14 (15.05%) SQL Server
5 9 (9.68%) Relational Database
6 8 (8.60%) RDBMS
7 7 (7.53%) Text Mining
8 5 (5.38%) Apache Cassandra
8 5 (5.38%) MySQL
8 5 (5.38%) SQL Server Reporting Services
9 3 (3.23%) Electronic Patient Records
9 3 (3.23%) Hadoop
10 2 (2.15%) MS Access
11 1 (1.08%) Apache Hive
11 1 (1.08%) Impala
11 1 (1.08%) OLAP
11 1 (1.08%) Oracle OLAP
11 1 (1.08%) SQL Server 2008
11 1 (1.08%) SQL Server Integration Services
11 1 (1.08%) Sqoop
Development Applications
1 10 (10.75%) Maven
2 8 (8.60%) Ant
2 8 (8.60%) Gradle
3 4 (4.30%) Cucumber
3 4 (4.30%) HP UFT
3 4 (4.30%) JIRA
3 4 (4.30%) Selenium
3 4 (4.30%) SoapUI
3 4 (4.30%) WebDriver
4 2 (2.15%) Jenkins
5 1 (1.08%) Team Foundation Server
5 1 (1.08%) Visual Studio
General
1 23 (24.73%) Finance
2 10 (10.75%) Retail
3 7 (7.53%) Automotive
4 5 (5.38%) Marketing
5 2 (2.15%) Games
5 2 (2.15%) Pharmaceutical
6 1 (1.08%) Advertising
Job Titles
1 26 (27.96%) Analyst
2 23 (24.73%) Architect
3 21 (22.58%) Data Architect
4 20 (21.51%) Enterprise Data Architect
5 19 (20.43%) Enterprise Architect
6 17 (18.28%) Developer
7 16 (17.20%) Data Analyst
7 16 (17.20%) Java Developer
8 11 (11.83%) Java Engineer
9 9 (9.68%) Senior Java Engineer
9 9 (9.68%) SQL Analyst
10 8 (8.60%) SQL Data Analyst
11 7 (7.53%) Senior WebSphere Engineer
11 7 (7.53%) WebSphere Engineer
12 6 (6.45%) Data Engineer
12 6 (6.45%) Machine Learning Engineer
13 5 (5.38%) Java Scala Developer
13 5 (5.38%) Scala Developer
14 4 (4.30%) Automation Test Analyst
14 4 (4.30%) Test Analyst
Libraries, Frameworks & Software Standards
1 13 (13.98%) JMS
2 8 (8.60%) Hibernate
3 7 (7.53%) Java EE
3 7 (7.53%) Spring
4 6 (6.45%) Natural Language Processing
5 4 (4.30%) REST
5 4 (4.30%) SOAP
6 3 (3.23%) HTML
6 3 (3.23%) XML
7 2 (2.15%) .NET
7 2 (2.15%) Guava
7 2 (2.15%) JSON
8 1 (1.08%) ASP.NET MVC
8 1 (1.08%) ASP.NET Web API
8 1 (1.08%) CSS3
8 1 (1.08%) Entity Framework
8 1 (1.08%) HTML5
8 1 (1.08%) jQuery
8 1 (1.08%) RESTful
8 1 (1.08%) WCF
Miscellaneous
1 24 (25.81%) Analytical Skills
2 10 (10.75%) Algorithms
3 8 (8.60%) Computer Science
4 7 (7.53%) Data Conversion
4 7 (7.53%) Data Extraction
4 7 (7.53%) Management Information System
5 6 (6.45%) CUDA
5 6 (6.45%) Data Integration
5 6 (6.45%) Informatics
5 6 (6.45%) Mathematics
5 6 (6.45%) Neural Network
5 6 (6.45%) Ontologies
5 6 (6.45%) Physics
6 3 (3.23%) Clustering
6 3 (3.23%) Statistics
7 2 (2.15%) Data Structures
7 2 (2.15%) Fintech
7 2 (2.15%) Life Science
7 2 (2.15%) Replication
8 1 (1.08%) Biology
Operating Systems
1 8 (8.60%) Linux
2 1 (1.08%) Unix
Processes & Methodologies
1 27 (29.03%) Agile Software Development
1 27 (29.03%) Analytics
2 25 (26.88%) Machine Learning
3 21 (22.58%) TOGAF
4 19 (20.43%) Data Analysis
5 18 (19.35%) Business Intelligence
5 18 (19.35%) ETL
5 18 (19.35%) Facilities Management
6 16 (17.20%) ERP
7 15 (16.13%) Data Analytics
8 9 (9.68%) Data Management
8 9 (9.68%) Enterprise Architecture
9 7 (7.53%) Data Cleansing
9 7 (7.53%) Data Governance
9 7 (7.53%) Performance Tuning
10 6 (6.45%) API Design
10 6 (6.45%) Asset Management
10 6 (6.45%) Code Optimisation
10 6 (6.45%) Release Management
10 6 (6.45%) Signal Processing
Programming Languages
1 33 (35.48%) Java
2 32 (34.41%) SQL
3 18 (19.35%) Python
4 15 (16.13%) VB
5 14 (15.05%) C++
6 11 (11.83%) T-SQL
6 11 (11.83%) VBA
7 9 (9.68%) Perl
7 9 (9.68%) VBScript
8 8 (8.60%) PL/SQL
8 8 (8.60%) Scala
9 7 (7.53%) C
9 7 (7.53%) JavaScript
10 6 (6.45%) Bash Shell
11 2 (2.15%) C#
11 2 (2.15%) PHP
Qualifications
1 13 (13.98%) Degree
2 2 (2.15%) PhD
3 1 (1.08%) Postgraduate
Quality Assurance & Compliance
1 7 (7.53%) Data Quality
2 5 (5.38%) SNOMED CT
3 1 (1.08%) QA
Systems Management
1 1 (1.08%) Oozie
Vendors
1 30 (32.26%) Oracle
2 6 (6.45%) Lattice Semiconductor
3 4 (4.30%) HP
3 4 (4.30%) Microsoft
4 1 (1.08%) JD Edwards
4 1 (1.08%) SAP
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