The table below looks at the statistics for Data Mining skills in IT jobs advertised for the Cambridgeshire region. Included is a guide to the average salaries offered in IT jobs that have cited Data Mining over the 3 months to 5 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
5 Feb 2016
Same period 2015 Same period 2014
Data Mining
Rank 119 115 120
Rank change year-on-year
-4 +5
Permanent jobs citing Data Mining 15 18 9
As % of all permanent IT jobs located in Cambridgeshire 0.72% 0.80% 0.44%
As % of the Database & Business Intelligence category 3.01% 3.23% 1.57%
Number of salaries quoted 15 14 9
Average salary £45,000 £57,500 £40,000
Average salary % change year-on-year
-21.73% +43.75%
90% offered a salary of more than £40,000 £38,750 £34,370
10% offered a salary of more than £53,000 £60,000 £51,000
UK excluding London average salary £47,000 £42,500 £37,500
% change year-on-year
+10.58% +13.33%
Data Mining
East of 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 Cambridgeshire region.

Database & Business Intelligence Category
Cambridgeshire
Permanent IT job ads with a match in the
Database & Business Intelligence category
498 558 574
As % of all permanent IT jobs located in Cambridgeshire 23.86% 24.71% 27.93%
Number of salaries quoted 405 464 493
Average salary £40,000 £40,000 £40,000
90% offered a salary of more than £27,500 £25,000 £29,500
10% offered a salary of more than £60,000 £55,000 £60,000
UK excluding London average salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Data Mining
Jobs Demand Trend in Cambridgeshire

This chart provides a 3-month moving total of permanent IT jobs citing Data Mining across the Cambridgeshire region as a proportion of the total demand within the Database & Business Intelligence category.

Data Mining Jobs Demand Trend in Cambridgeshire

Data Mining
Salary Trend in Cambridgeshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Mining across the Cambridgeshire region.

Data Mining Salary Trend in Cambridgeshire

Data Mining
Salary Histogram in Cambridgeshire

This chart provides a salary histogram for IT jobs citing Data Mining across the Cambridgeshire region over the 3 months to 5 February 2016.

Data Mining Salary Histogram in Cambridgeshire

Data Mining
Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Data Mining within the Cambridgeshire region over the 3 months to 5 February 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
(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
Cambridge +4 12 £45,000 +2.85% 2
Data Mining
East of England

Data Mining
Top 30 Related IT Skills in Cambridgeshire

For the 6 months to 5 February 2016, IT jobs across the Cambridgeshire 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 15 (60.00%) Python
2 14 (56.00%) SQL
3 13 (52.00%) Big Data
4 11 (44.00%) jQuery
4 11 (44.00%) JavaScript
5 10 (40.00%) Java
5 10 (40.00%) Web Services
6 9 (36.00%) Web Design
6 9 (36.00%) Django
7 8 (32.00%) Natural Language Processing
7 8 (32.00%) RESTful
8 7 (28.00%) Analytics
8 7 (28.00%) Text Mining
9 6 (24.00%) Life Science
9 6 (24.00%) Data Analytics
9 6 (24.00%) Responsive Web Design
10 5 (20.00%) NoSQL
10 5 (20.00%) Degree
10 5 (20.00%) Agile Software Development
10 5 (20.00%) TDD
10 5 (20.00%) CSS
10 5 (20.00%) HTML
10 5 (20.00%) Linux
10 5 (20.00%) Pharmaceutical
11 4 (16.00%) Business Intelligence
11 4 (16.00%) Perl
11 4 (16.00%) Mathematics
11 4 (16.00%) Computer Science
11 4 (16.00%) Hadoop
11 4 (16.00%) MapReduce

Data Mining
Top Related IT Skills in Cambridgeshire by Category

For the 6 months to 5 February 2016, IT jobs across the Cambridgeshire 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 3 (12.00%) Apache Pig
1 3 (12.00%) Apache Spark
2 2 (8.00%) Apache Solr
2 2 (8.00%) Elasticsearch
2 2 (8.00%) Tomcat
3 1 (4.00%) SAS
3 1 (4.00%) SharePoint
Applications
1 1 (4.00%) MS Excel
1 1 (4.00%) Spreadsheet
Business Applications
1 1 (4.00%) Dynamics AX
Cloud Services
1 2 (8.00%) GitHub
Database & Business Intelligence
1 13 (52.00%) Big Data
2 7 (28.00%) Text Mining
3 5 (20.00%) NoSQL
4 4 (16.00%) Hadoop
5 3 (12.00%) Apache Hive
5 3 (12.00%) Relational Database
6 2 (8.00%) MySQL
6 2 (8.00%) RDBMS
7 1 (4.00%) SQL Server
7 1 (4.00%) SQL Server Reporting Services
Development Applications
1 2 (8.00%) Git (software)
1 2 (8.00%) Maven
General
1 5 (20.00%) Pharmaceutical
2 1 (4.00%) Finance
2 1 (4.00%) Legal
2 1 (4.00%) Manufacturing
2 1 (4.00%) Marketing
2 1 (4.00%) Multimedia
Job Titles
1 16 (64.00%) Developer
2 9 (36.00%) Full Stack Developer
2 9 (36.00%) JavaScript Developer
2 9 (36.00%) Python Developer
3 3 (12.00%) Big Data Developer
3 3 (12.00%) Hadoop Developer
3 3 (12.00%) Java Developer
3 3 (12.00%) Senior Developer
3 3 (12.00%) Senior Hadoop Developer
3 3 (12.00%) Software Developer
3 3 (12.00%) SQL Developer
4 2 (8.00%) Senior Big Data Developer
5 1 (4.00%) Analyst
5 1 (4.00%) Data Analyst
5 1 (4.00%) Data Scientist
5 1 (4.00%) Java Programmer
5 1 (4.00%) Perl Developer
5 1 (4.00%) Perl Programmer
5 1 (4.00%) Programmer
5 1 (4.00%) Python/Django Developer
Libraries, Frameworks & Software Standards
1 11 (44.00%) jQuery
2 10 (40.00%) Web Services
3 9 (36.00%) Django
4 8 (32.00%) Natural Language Processing
4 8 (32.00%) RESTful
5 5 (20.00%) CSS
5 5 (20.00%) HTML
6 3 (12.00%) CSS3
6 3 (12.00%) HTML5
7 2 (8.00%) AngularJS
7 2 (8.00%) Lucene
7 2 (8.00%) REST
7 2 (8.00%) Twitter Bootstrap
8 1 (4.00%) .NET
8 1 (4.00%) .NET Framework
8 1 (4.00%) ASP.NET
8 1 (4.00%) Middleware
Miscellaneous
1 6 (24.00%) Life Science
2 4 (16.00%) Computer Science
2 4 (16.00%) Mathematics
3 3 (12.00%) Informatics
4 1 (4.00%) Algorithms
4 1 (4.00%) Analytical Skills
4 1 (4.00%) Management Information System
4 1 (4.00%) Ontologies
4 1 (4.00%) Physics
4 1 (4.00%) Social Media
4 1 (4.00%) Statistics
4 1 (4.00%) Visualisation
Operating Systems
1 5 (20.00%) Linux
2 2 (8.00%) Windows
3 1 (4.00%) Ubuntu
Processes & Methodologies
1 9 (36.00%) Web Design
2 7 (28.00%) Analytics
3 6 (24.00%) Data Analytics
3 6 (24.00%) Responsive Web Design
4 5 (20.00%) Agile Software Development
4 5 (20.00%) TDD
5 4 (16.00%) Business Intelligence
5 4 (16.00%) MapReduce
6 3 (12.00%) Continuous Delivery
6 3 (12.00%) Data Management
6 3 (12.00%) Front End Development
6 3 (12.00%) Mentoring
6 3 (12.00%) Network Architecture
6 3 (12.00%) OO
6 3 (12.00%) Software Engineering
7 2 (8.00%) Bioinformatics
7 2 (8.00%) Data Analysis
7 2 (8.00%) Machine Learning
7 2 (8.00%) Memory Management
7 2 (8.00%) Penetration Testing
Programming Languages
1 15 (60.00%) Python
2 14 (56.00%) SQL
3 11 (44.00%) JavaScript
4 10 (40.00%) Java
5 4 (16.00%) Perl
6 3 (12.00%) T-SQL
7 2 (8.00%) C++
8 1 (4.00%) C
8 1 (4.00%) C#
8 1 (4.00%) MATLAB
8 1 (4.00%) R
8 1 (4.00%) X++
Qualifications
1 5 (20.00%) Degree
2 1 (4.00%) PhD
Quality Assurance & Compliance
1 1 (4.00%) SNOMED CT
System Software
1 2 (8.00%) Xen
2 1 (4.00%) Firmware
Systems Management
1 2 (8.00%) Oracle Enterprise Manager
Vendors
1 3 (12.00%) Oracle
2 1 (4.00%) JD Edwards
2 1 (4.00%) Microsoft
2 1 (4.00%) SAP
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £25000 - £30000 per annum + Awesome + Top Prospects
Posted: 5 days ago
Cambridge, Cambridgeshire
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £35000 - £45000 Per Annum Benefits
Posted: 6 days ago