Period
to 28 July 2017

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 6 months to 28 July 2017 with a comparison to the same period in the previous 2 years.

Data Mining
England > East of England
6 months to
28 Jul 2017
Same period 2016 Same period 2015
Rank 307 304 363
Rank change year-on-year -3 +59 -73
Permanent jobs citing Data Mining 50 71 43
As % of all permanent IT jobs advertised in the East of England 0.40% 0.51% 0.27%
As % of the Database & Business Intelligence category 1.42% 1.90% 0.87%
Number of salaries quoted 47 66 39
East of England median annual salary £36,000 £45,000 £45,000
Median salary % change year-on-year -20.00% - +12.50%
10th Percentile £31,250 £33,750 £31,250
90th Percentile £68,750 £62,500 £55,750
England median annual salary £55,000 £55,000 £50,000
% change year-on-year - +10.00% -

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 3513 3746 4956
As % of all permanent IT job vacancies advertised in the East of England 28.26% 26.71% 30.97%
Number of salaries quoted 2921 3162 4199
East of England median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +4.94%
10th Percentile £29,250 £27,000 £26,250
90th Percentile £65,000 £65,000 £62,500
England median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% -

Data Mining
Job Vacancy Trend in the East of England

Job postings citing Data Mining as a percentage of all IT jobs advertised in the East of England.

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 6 months to 28 July 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 6 months to 28 July 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cambridgeshire +7 27 £35,000 -12.50% 1
Essex +5 11 £65,000 +8.33% 1
Hertfordshire -18 8 £35,000 -30.00% 2
Bedfordshire +21 3 £42,500 +13.33%
Suffolk - 1 £36,000 -
Data Mining
England

For the 6 months to 28 July 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 24 (48.00%) Agile Software Development
1 24 (48.00%) Degree
2 20 (40.00%) Computer Science
3 19 (38.00%) Hibernate
3 19 (38.00%) Java
3 19 (38.00%) J2EE
4 15 (30.00%) Oracle
5 14 (28.00%) SQL
6 13 (26.00%) Text Mining
6 13 (26.00%) Algorithms
7 12 (24.00%) Natural Language Processing
8 11 (22.00%) Data Modelling
8 11 (22.00%) Data Structures
8 11 (22.00%) Analytics
9 10 (20.00%) Analytical Skills
9 10 (20.00%) ETL
9 10 (20.00%) Sun Certification
9 10 (20.00%) Finance
9 10 (20.00%) OO
9 10 (20.00%) Python
9 10 (20.00%) PhD
9 10 (20.00%) Spring
10 9 (18.00%) Maven
10 9 (18.00%) WebSphere
10 9 (18.00%) NoSQL
10 9 (18.00%) Hadoop
10 9 (18.00%) Mathematics
10 9 (18.00%) E-Commerce
10 9 (18.00%) JMS
10 9 (18.00%) JBoss

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 9 (18.00%) JBoss
1 9 (18.00%) WebLogic
1 9 (18.00%) WebSphere
2 2 (4.00%) SAS
3 1 (2.00%) Apache Spark
Applications
1 6 (12.00%) Microsoft Excel
2 3 (6.00%) Microsoft PowerPoint
2 3 (6.00%) MS Visio
Business Applications
1 3 (6.00%) Oracle Applications
2 2 (4.00%) FastStats
3 1 (2.00%) Dynamics AX
Cloud Services
1 4 (8.00%) Microsoft Azure
1 4 (8.00%) PaaS
2 2 (4.00%) Amazon AWS
2 2 (4.00%) Responsys
3 1 (2.00%) Amazon S3
Database & Business Intelligence
1 13 (26.00%) Text Mining
2 9 (18.00%) Hadoop
2 9 (18.00%) NoSQL
3 7 (14.00%) Relational Database
4 6 (12.00%) BusinessObjects
4 6 (12.00%) SQL Server
5 4 (8.00%) Big Data
5 4 (8.00%) Data Warehouse
5 4 (8.00%) SQL Server Analysis Services
5 4 (8.00%) SQL Server Integration Services
5 4 (8.00%) SQL Server Reporting Services
6 3 (6.00%) Apache Hive
6 3 (6.00%) Impala
6 3 (6.00%) OLAP
6 3 (6.00%) Oracle OLAP
6 3 (6.00%) SQL Server 2008
6 3 (6.00%) Sqoop
7 2 (4.00%) MS Access
8 1 (2.00%) PostgreSQL
8 1 (2.00%) Star Schema
Development Applications
1 9 (18.00%) Ant
1 9 (18.00%) Gradle
1 9 (18.00%) Maven
2 1 (2.00%) Visual Studio
General
1 10 (20.00%) Finance
2 6 (12.00%) Marketing
Job Titles
1 25 (50.00%) Developer
2 19 (38.00%) Java Developer
3 9 (18.00%) Agile Developer
3 9 (18.00%) Agile Java Developer
3 9 (18.00%) J2EE Developer
3 9 (18.00%) Java Swing Developer
3 9 (18.00%) Java/J2EE Developer
3 9 (18.00%) Lead Developer
3 9 (18.00%) Oracle Developer
4 7 (14.00%) Data Manager
5 5 (10.00%) Analyst
5 5 (10.00%) Hadoop Engineer
5 5 (10.00%) Systems Engineer
6 4 (8.00%) .NET Developer
6 4 (8.00%) SQL Analyst
7 3 (6.00%) Applications Engineer
7 3 (6.00%) SQL Data Analyst
8 2 (4.00%) Azure Developer
8 2 (4.00%) Data Protection Officer
8 2 (4.00%) Information Officer
Libraries, Frameworks & Software Standards
1 19 (38.00%) Hibernate
1 19 (38.00%) J2EE
2 12 (24.00%) Natural Language Processing
3 10 (20.00%) Spring
4 9 (18.00%) JMS
4 9 (18.00%) Swing
5 6 (12.00%) XML
6 5 (10.00%) .NET
7 4 (8.00%) Apache Cordova
7 4 (8.00%) JSON
7 4 (8.00%) JSON Schema
8 1 (2.00%) ASP.NET
8 1 (2.00%) Boost C++ Libraries
8 1 (2.00%) MDX
8 1 (2.00%) STL
Miscellaneous
1 20 (40.00%) Computer Science
2 13 (26.00%) Algorithms
3 11 (22.00%) Data Structures
4 10 (20.00%) Analytical Skills
5 5 (10.00%) Blog
6 4 (8.00%) Virtual Team
7 3 (6.00%) Life Science
8 1 (2.00%) Management Information System
Operating Systems
1 6 (12.00%) Linux
Processes & Methodologies
1 24 (48.00%) Agile Software Development
2 11 (22.00%) Analytics
2 11 (22.00%) Data Modelling
3 10 (20.00%) ETL
3 10 (20.00%) OO
4 9 (18.00%) Benchmarking
4 9 (18.00%) E-Commerce
4 9 (18.00%) Mathematics
4 9 (18.00%) OOP
5 8 (16.00%) Business Analysis
5 8 (16.00%) Mentoring
5 8 (16.00%) Statistics
6 7 (14.00%) Matrix Organization
7 6 (12.00%) SDLC
8 5 (10.00%) Data Management
8 5 (10.00%) Open Source
8 5 (10.00%) Software Engineering
9 4 (8.00%) Data Analysis
9 4 (8.00%) Identity Management
9 4 (8.00%) Scrum
Programming Languages
1 19 (38.00%) Java
2 14 (28.00%) SQL
3 10 (20.00%) Python
4 9 (18.00%) PL/SQL
5 8 (16.00%) Perl
6 6 (12.00%) C
6 6 (12.00%) C++
6 6 (12.00%) JavaScript
7 5 (10.00%) Bash Shell
7 5 (10.00%) C#
7 5 (10.00%) Shell Script
8 4 (8.00%) PowerShell
8 4 (8.00%) T-SQL
9 2 (4.00%) R
10 1 (2.00%) Scala
10 1 (2.00%) VBA
Qualifications
1 24 (48.00%) Degree
2 10 (20.00%) PhD
2 10 (20.00%) Sun Certification
3 5 (10.00%) Computer Science Degree
4 3 (6.00%) Postgraduate
5 1 (2.00%) Master's Degree
5 1 (2.00%) Numerate Degree
Quality Assurance & Compliance
1 2 (4.00%) GDPR
1 2 (4.00%) PCI DSS
1 2 (4.00%) QA
1 2 (4.00%) SLA
System Software
1 4 (8.00%) Docker
Systems Management
1 5 (10.00%) Cobbler
1 5 (10.00%) Puppet
2 3 (6.00%) Oozie
Vendors
1 15 (30.00%) Oracle
2 7 (14.00%) Microsoft
3 6 (12.00%) Tableau
4 5 (10.00%) IBM
5 4 (8.00%) Salesforce.com
5 4 (8.00%) Xamarin
Hertfordshire
Churchill Frank
Salary: £30000 - £40000 per annum
Posted: 3 days ago
Cambridge, Cambridgeshire
The One Group
Salary: Market related
Posted: 3 days ago