The following table provides summary statistics for permanent job vacancies advertised in Cambridgeshire 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 3 months to 28 March 2017 with a comparison to the same period in the previous 2 years.

Data Mining
East of England / Cambridgeshire
3 months to
28 Mar 2017
Same period 2016 Same period 2015
Rank 114 127 131
Rank change year-on-year +13 +4  
Permanent jobs citing Data Mining 10 10 3
As % of all permanent IT jobs advertised in Cambridgeshire 0.58% 0.46% 0.14%
As % of the Database & Business Intelligence category 2.25% 1.83% 0.54%
Number of salaries quoted 9 10 1
Median salary £39,500 £40,000 £45,000
Median salary % change year-on-year -1.25% -11.11%  
UK excluding London median salary £45,000 £41,500 £40,000
% change year-on-year +8.43% +3.75%  

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 Cambridgeshire with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Cambridgeshire
Permanent job vacancies with a requirement for database and business intelligence skills 444 545 551
As % of all permanent IT job vacancies advertised in Cambridgeshire 25.66% 24.92% 26.14%
Number of salaries quoted 370 445 464
Median salary £44,500 £42,000 £43,500
Median salary % change year-on-year +5.95% -3.44%  
90% offered a salary of more than £31,000 £31,150 £28,500
10% offered a salary of more than £57,500 £60,000 £60,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

Data Mining
Job Vacancy Trend in Cambridgeshire

The job posting trend of jobs advertised in Cambridgeshire citing Data Mining as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for Data Mining 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 in Cambridgeshire.

Salary trend for Data Mining in Cambridgeshire

Data Mining
Salary Histogram in Cambridgeshire

The salary distribution of IT jobs citing Data Mining in Cambridgeshire over the 3 months to 28 March 2017.

Salary histogram for Data Mining in Cambridgeshire

Data Mining
Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Mining within the Cambridgeshire region over the 3 months to 28 March 2017. 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 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
Cambridge +4 7 £35,000 -22.22% 4
Peterborough - 1 £39,500 -
Data Mining
East of England

Data Mining
Top 30 Co-occurring IT Skills in Cambridgeshire

For the 6 months to 28 March 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 Cambridgeshire region with a requirement for Data Mining.

1 7 (41.18%) Natural Language Processing
2 6 (35.29%) Java
2 6 (35.29%) Agile Software Development
3 5 (29.41%) Machine Learning
3 5 (29.41%) SDLC
4 4 (23.53%) Data Structures
4 4 (23.53%) Algorithms
4 4 (23.53%) Microservices
4 4 (23.53%) Big Data
4 4 (23.53%) Analytics
4 4 (23.53%) Spring
4 4 (23.53%) Text Mining
4 4 (23.53%) J2EE
4 4 (23.53%) Sun Certification
4 4 (23.53%) PhD
4 4 (23.53%) Hibernate
5 3 (17.65%) SAS
5 3 (17.65%) Linux
5 3 (17.65%) Base SAS
5 3 (17.65%) PowerShell
5 3 (17.65%) Artificial Intelligence
5 3 (17.65%) Software Engineering
5 3 (17.65%) Deep Learning
5 3 (17.65%) Knowledge Discovery
6 2 (11.76%) JSON Schema
6 2 (11.76%) Relational Database
6 2 (11.76%) Docker
6 2 (11.76%) DevOps
6 2 (11.76%) Data Privacy
6 2 (11.76%) Apache Spark

Data Mining
Co-occurring IT Skills in Cambridgeshire 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 3 (17.65%) SAS
2 2 (11.76%) Apache Spark
2 2 (11.76%) OpenStack
Cloud Services
1 2 (11.76%) Amazon AWS
1 2 (11.76%) Microsoft Azure
1 2 (11.76%) PaaS
Communications & Networking
1 2 (11.76%) Firewall
Database & Business Intelligence
1 4 (23.53%) Big Data
1 4 (23.53%) Text Mining
2 3 (17.65%) Base SAS
3 2 (11.76%) Apache Hive
3 2 (11.76%) Hadoop
3 2 (11.76%) PostgreSQL
3 2 (11.76%) Relational Database
General
1 2 (11.76%) Games
Job Titles
1 7 (41.18%) Developer
2 4 (23.53%) Java Developer
3 3 (17.65%) Chief Technology Officer
3 3 (17.65%) Programmer
3 3 (17.65%) SAS Programmer
4 2 (11.76%) .NET Developer
4 2 (11.76%) Cybersecurity Manager
4 2 (11.76%) Data Engineer
4 2 (11.76%) Operational Security Manager
4 2 (11.76%) Operations Manager
4 2 (11.76%) Security Manager
4 2 (11.76%) Security Operations Manager
4 2 (11.76%) Senior Data Engineer
4 2 (11.76%) SOC Manager
5 1 (5.88%) AWS Engineer
5 1 (5.88%) Big Data Engineer
5 1 (5.88%) Hadoop Engineer
5 1 (5.88%) Senior Hadoop Engineer
5 1 (5.88%) Senior Software Developer
5 1 (5.88%) Technical Specialist
Libraries, Frameworks & Software Standards
1 7 (41.18%) Natural Language Processing
2 4 (23.53%) Hibernate
2 4 (23.53%) J2EE
2 4 (23.53%) Spring
3 2 (11.76%) .NET
3 2 (11.76%) Apache Cordova
3 2 (11.76%) JSON
3 2 (11.76%) JSON Schema
3 2 (11.76%) RESTful
Miscellaneous
1 4 (23.53%) Algorithms
1 4 (23.53%) Data Structures
2 2 (11.76%) Computer Science
2 2 (11.76%) Security Operations Centre
2 2 (11.76%) Virtual Team
3 1 (5.88%) Online Games
3 1 (5.88%) Private Cloud
Operating Systems
1 3 (17.65%) Linux
2 1 (5.88%) Unix
2 1 (5.88%) Windows
2 1 (5.88%) Windows Server
Processes & Methodologies
1 6 (35.29%) Agile Software Development
2 5 (29.41%) Machine Learning
2 5 (29.41%) SDLC
3 4 (23.53%) Analytics
3 4 (23.53%) Microservices
4 3 (17.65%) Artificial Intelligence
4 3 (17.65%) Deep Learning
4 3 (17.65%) Knowledge Discovery
4 3 (17.65%) Software Engineering
5 2 (11.76%) Benchmarking
5 2 (11.76%) Business Analysis
5 2 (11.76%) Computer Forensics
5 2 (11.76%) Data Management
5 2 (11.76%) Data Modelling
5 2 (11.76%) Domain-Driven Design
5 2 (11.76%) MapReduce
5 2 (11.76%) Matrix Management
5 2 (11.76%) Predictive Analytics
5 2 (11.76%) SIEM
5 2 (11.76%) SOA
Programming Languages
1 6 (35.29%) Java
2 3 (17.65%) PowerShell
3 2 (11.76%) C#
3 2 (11.76%) Python
3 2 (11.76%) Scala
4 1 (5.88%) Bash Shell
4 1 (5.88%) R
Qualifications
1 4 (23.53%) PhD
1 4 (23.53%) Sun Certification
2 2 (11.76%) CISM
2 2 (11.76%) CISSP
2 2 (11.76%) Degree
System Software
1 2 (11.76%) Docker
Vendors
1 2 (11.76%) Microsoft
1 2 (11.76%) Salesforce.com
1 2 (11.76%) Xamarin
2 1 (5.88%) Vertica
Cambridge, Cambridgeshire
Amazing Prospects Ltd
Salary: From £30,000 to £50,000 per annum fantastic salary and prospects (Top
Posted: 16 hours ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £60k DoE + options
Posted: 3 days ago
Cambridge, Cambridgeshire
IT Connections
Salary: 30,000 - 40,000
Posted: 3 days ago