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 27 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Jul 2016
Same period 2015 Same period 2014
Data Mining
Rank 196 248 195
Rank change year-on-year
+52 -53
Permanent jobs citing Data Mining 49 30 89
As % of all permanent IT jobs located in the East of England 0.74% 0.39% 1.12%
As % of the Database & Business Intelligence category 2.74% 1.23% 3.58%
Number of salaries quoted 43 27 76
Median salary £52,500 £45,000 £40,000
Median salary % change year-on-year
+16.66% +12.50%
90% offered a salary of more than £36,000 £30,900 £35,500
10% offered a salary of more than £62,500 £81,500 £60,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%
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
1790 2436 2486
As % of all permanent IT jobs located in the East of England 27.19% 32.04% 31.15%
Number of salaries quoted 1548 2065 2160
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 £32,500
10% offered a salary of more than £65,000 £60,000 £60,000
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 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 27 July 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 27 July 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 +49 28 £57,500 +64.28%
Essex +11 12 £40,000 +39.13%
Cambridgeshire -3 8 £40,000 -11.11% 3
Bedfordshire +23 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 27 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 East of England region with a requirement for Data Mining.

1 44 (40.00%) Java
2 35 (31.82%) SQL
3 34 (30.91%) Agile Software Development
4 33 (30.00%) Machine Learning
4 33 (30.00%) Analytics
5 32 (29.09%) Data Warehouse
6 31 (28.18%) Oracle
7 30 (27.27%) Finance
8 27 (24.55%) Analytical Skills
9 24 (21.82%) NoSQL
10 23 (20.91%) Python
11 22 (20.00%) ETL
12 21 (19.09%) Data Analysis
13 20 (18.18%) TOGAF
13 20 (18.18%) Business Intelligence
13 20 (18.18%) ERP
13 20 (18.18%) Data Analytics
14 19 (17.27%) C++
15 18 (16.36%) Degree
16 17 (15.45%) Facilities Management
16 17 (15.45%) VB
16 17 (15.45%) SQL Server
17 15 (13.64%) Big Data
18 13 (11.82%) GlassFish
18 13 (11.82%) Maven
18 13 (11.82%) VBA
18 13 (11.82%) T-SQL
18 13 (11.82%) JMS
19 12 (10.91%) Perl
19 12 (10.91%) Retail

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 (11.82%) GlassFish
2 8 (7.27%) JBoss
2 8 (7.27%) WebLogic
2 8 (7.27%) WebSphere
3 7 (6.36%) Tomcat
4 6 (5.45%) DNN
5 1 (0.91%) Apache Solr
5 1 (0.91%) Drupal
5 1 (0.91%) Elasticsearch
5 1 (0.91%) SharePoint
Applications
1 5 (4.55%) MS Excel
2 1 (0.91%) MS PowerPoint
2 1 (0.91%) MS Visio
Business Applications
1 2 (1.82%) Dynamics AX
2 1 (0.91%) Dynamics CRM
2 1 (0.91%) Dynamics NAV
2 1 (0.91%) Oracle Applications
Cloud Services
1 1 (0.91%) GitHub
Communications & Networking
1 3 (2.73%) PPP
Database & Business Intelligence
1 32 (29.09%) Data Warehouse
2 24 (21.82%) NoSQL
3 17 (15.45%) SQL Server
4 15 (13.64%) Big Data
5 11 (10.00%) Relational Database
5 11 (10.00%) Text Mining
6 9 (8.18%) RDBMS
7 6 (5.45%) MySQL
7 6 (5.45%) SQL Server Reporting Services
8 5 (4.55%) Apache Cassandra
8 5 (4.55%) Electronic Patient Records
9 3 (2.73%) Hadoop
10 2 (1.82%) MS Access
11 1 (0.91%) Apache Hive
11 1 (0.91%) OLAP
11 1 (0.91%) Oracle OLAP
11 1 (0.91%) SQL Server 2008
11 1 (0.91%) SQL Server Analysis Services
11 1 (0.91%) SQL Server Integration Services
11 1 (0.91%) Sqoop
Development Applications
1 13 (11.82%) Maven
2 8 (7.27%) Ant
2 8 (7.27%) Gradle
3 4 (3.64%) Cucumber
3 4 (3.64%) HP UFT
3 4 (3.64%) Jenkins
3 4 (3.64%) JIRA
3 4 (3.64%) Selenium
3 4 (3.64%) SoapUI
3 4 (3.64%) WebDriver
4 1 (0.91%) Git (software)
4 1 (0.91%) Talend Open Studio
4 1 (0.91%) Team Foundation Server
4 1 (0.91%) Visual Studio
General
1 30 (27.27%) Finance
2 12 (10.91%) Retail
3 7 (6.36%) Automotive
4 5 (4.55%) Marketing
5 4 (3.64%) Games
5 4 (3.64%) Pharmaceutical
6 2 (1.82%) Advertising
7 1 (0.91%) Legal
7 1 (0.91%) Manufacturing
Job Titles
1 28 (25.45%) Developer
2 27 (24.55%) Analyst
3 25 (22.73%) Java Developer
4 22 (20.00%) Architect
5 20 (18.18%) Data Architect
6 19 (17.27%) Enterprise Data Architect
7 18 (16.36%) Enterprise Architect
8 15 (13.64%) Data Analyst
8 15 (13.64%) Java Engineer
9 10 (9.09%) Senior Java Engineer
10 9 (8.18%) SQL Analyst
11 8 (7.27%) Data Engineer
11 8 (7.27%) SQL Data Analyst
12 7 (6.36%) Senior WebSphere Engineer
12 7 (6.36%) WebSphere Engineer
13 6 (5.45%) Machine Learning Engineer
14 5 (4.55%) Java Scala Developer
14 5 (4.55%) Java Software Engineer
14 5 (4.55%) Scala Developer
14 5 (4.55%) Software Engineer
Libraries, Frameworks & Software Standards
1 13 (11.82%) JMS
2 10 (9.09%) Natural Language Processing
3 8 (7.27%) Hibernate
3 8 (7.27%) Spring
4 7 (6.36%) Java EE
5 5 (4.55%) REST
6 4 (3.64%) .NET
6 4 (3.64%) Guava
6 4 (3.64%) HTML
6 4 (3.64%) SOAP
7 3 (2.73%) Web Services
7 3 (2.73%) XML
8 2 (1.82%) .NET Framework
8 2 (1.82%) ASP.NET
8 2 (1.82%) CSS
8 2 (1.82%) jQuery
8 2 (1.82%) JSON
9 1 (0.91%) ASP.NET MVC
9 1 (0.91%) Spring MVC
9 1 (0.91%) WCF
Miscellaneous
1 27 (24.55%) Analytical Skills
2 12 (10.91%) Algorithms
3 11 (10.00%) Computer Science
4 8 (7.27%) Data Conversion
4 8 (7.27%) Data Extraction
5 7 (6.36%) Fintech
5 7 (6.36%) Informatics
5 7 (6.36%) Management Information System
5 7 (6.36%) Mathematics
6 6 (5.45%) CUDA
6 6 (5.45%) Data Integration
6 6 (5.45%) Neural Network
6 6 (5.45%) Ontologies
6 6 (5.45%) Physics
7 4 (3.64%) Life Science
8 3 (2.73%) Clustering
8 3 (2.73%) Statistics
9 2 (1.82%) Data Structures
9 2 (1.82%) Replication
9 2 (1.82%) Visualisation
Operating Systems
1 11 (10.00%) Linux
2 2 (1.82%) Windows
Processes & Methodologies
1 34 (30.91%) Agile Software Development
2 33 (30.00%) Analytics
2 33 (30.00%) Machine Learning
3 22 (20.00%) ETL
4 21 (19.09%) Data Analysis
5 20 (18.18%) Business Intelligence
5 20 (18.18%) Data Analytics
5 20 (18.18%) ERP
5 20 (18.18%) TOGAF
6 17 (15.45%) Facilities Management
7 10 (9.09%) Data Management
8 9 (8.18%) Data Cleansing
8 9 (8.18%) Enterprise Architecture
9 8 (7.27%) Performance Tuning
10 7 (6.36%) Data Governance
11 6 (5.45%) API Design
11 6 (5.45%) Asset Management
11 6 (5.45%) Information Management
11 6 (5.45%) Release Management
11 6 (5.45%) Signal Processing
Programming Languages
1 44 (40.00%) Java
2 35 (31.82%) SQL
3 23 (20.91%) Python
4 19 (17.27%) C++
5 17 (15.45%) VB
6 13 (11.82%) T-SQL
6 13 (11.82%) VBA
7 12 (10.91%) Perl
8 11 (10.00%) VBScript
9 8 (7.27%) JavaScript
9 8 (7.27%) PL/SQL
9 8 (7.27%) Scala
10 6 (5.45%) Bash Shell
10 6 (5.45%) C
11 3 (2.73%) C#
12 2 (1.82%) PHP
13 1 (0.91%) X++
Qualifications
1 18 (16.36%) Degree
2 1 (0.91%) PhD
2 1 (0.91%) Postgraduate
Quality Assurance & Compliance
1 7 (6.36%) Data Quality
2 6 (5.45%) SNOMED CT
3 1 (0.91%) QA
System Software
1 2 (1.82%) Xen
Systems Management
1 1 (0.91%) Oozie
1 1 (0.91%) Oracle Enterprise Manager
Vendors
1 31 (28.18%) Oracle
2 6 (5.45%) Lattice Semiconductor
2 6 (5.45%) Microsoft
3 4 (3.64%) HP
4 2 (1.82%) JD Edwards
5 1 (0.91%) hybris
5 1 (0.91%) SAP
5 1 (0.91%) Talend
Hinxton near Cambridge, UK
EMBL
Salary: Competitive plus benefits
Posted: 6 days ago
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £30000 - £50000 per annum + Excellent Benefits & Prospects
Posted: 6 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £45k + benefits
Posted: 12 days ago