The following table provides summary statistics for permanent job vacancies advertised in Cambridge 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 26 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
26 Mar 2017
Same period 2016 Same period 2015
Data Mining
Cambridgeshire / Cambridge
Rank 95 111 109
Rank change year-on-year +16 -2  
Permanent jobs citing Data Mining 8 7 2
As % of all permanent IT jobs advertised in Cambridge 0.67% 0.47% 0.14%
As % of the Database & Business Intelligence category 2.48% 2.06% 0.51%
Number of salaries quoted 8 7 0
Median salary £45,000 £45,000 -
UK excluding London median salary £46,000 £41,000 £40,000
% change year-on-year +12.19% +2.50%  

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 Cambridge with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Cambridge
Permanent job vacancies with a requirement for database and business intelligence skills 322 340 395
As % of all permanent IT job vacancies advertised in Cambridge 26.79% 22.93% 27.34%
Number of salaries quoted 267 276 337
Median salary £46,000 £43,641 £40,000
Median salary % change year-on-year +5.40% +9.10%  
90% offered a salary of more than £33,500 £34,000 £28,250
10% offered a salary of more than £57,500 £55,000 £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 Cambridge

The job posting trend of jobs advertised in Cambridge 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 Cambridge

Data Mining
Salary Trend in Cambridge

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

Salary trend for Data Mining in Cambridge

Data Mining
Salary Histogram in Cambridge

The salary distribution of IT jobs citing Data Mining in Cambridge over the 3 months to 26 March 2017.

Salary histogram for Data Mining in Cambridge

Data Mining
Top 30 Related IT Skills in Cambridge

For the 6 months to 26 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 Cambridge region with a requirement for Data Mining.

1 7 (53.85%) Natural Language Processing
2 6 (46.15%) Java
3 5 (38.46%) Machine Learning
4 4 (30.77%) Data Structures
4 4 (30.77%) Algorithms
4 4 (30.77%) Big Data
4 4 (30.77%) Analytics
4 4 (30.77%) Spring
4 4 (30.77%) Sun Certification
4 4 (30.77%) Hibernate
4 4 (30.77%) Agile Software Development
4 4 (30.77%) Text Mining
4 4 (30.77%) J2EE
4 4 (30.77%) Linux
4 4 (30.77%) PhD
5 3 (23.08%) Python
5 3 (23.08%) Artificial Intelligence
5 3 (23.08%) Deep Learning
5 3 (23.08%) Knowledge Discovery
6 2 (15.38%) Microservices
6 2 (15.38%) Apache Spark
6 2 (15.38%) OpenStack
6 2 (15.38%) Apache Hive
6 2 (15.38%) Cybersecurity
6 2 (15.38%) Predictive Analytics
6 2 (15.38%) Data Protection
6 2 (15.38%) SIEM
6 2 (15.38%) MapReduce
6 2 (15.38%) RESTful
6 2 (15.38%) Scala

Data Mining
Top Related IT Skills in Cambridge 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 2 (15.38%) Apache Spark
1 2 (15.38%) OpenStack
Cloud Services
1 2 (15.38%) Amazon AWS
Communications & Networking
1 2 (15.38%) Firewall
Database & Business Intelligence
1 4 (30.77%) Big Data
1 4 (30.77%) Text Mining
2 2 (15.38%) Apache Hive
2 2 (15.38%) Hadoop
2 2 (15.38%) PostgreSQL
General
1 2 (15.38%) Games
Job Titles
1 5 (38.46%) Developer
2 4 (30.77%) Java Developer
3 3 (23.08%) Chief Technology Officer
4 2 (15.38%) Cybersecurity Manager
4 2 (15.38%) Data Engineer
4 2 (15.38%) Operational Security Manager
4 2 (15.38%) Operations Manager
4 2 (15.38%) Security Manager
4 2 (15.38%) Security Operations Manager
4 2 (15.38%) Senior Data Engineer
4 2 (15.38%) SOC Manager
4 2 (15.38%) Technical Support
5 1 (7.69%) AWS Engineer
5 1 (7.69%) Big Data Engineer
5 1 (7.69%) Hadoop Engineer
5 1 (7.69%) Senior Developer
5 1 (7.69%) Senior Hadoop Engineer
5 1 (7.69%) Software Developer
5 1 (7.69%) Support Specialist
5 1 (7.69%) Technical Specialist
Libraries, Frameworks & Software Standards
1 7 (53.85%) Natural Language Processing
2 4 (30.77%) Hibernate
2 4 (30.77%) J2EE
2 4 (30.77%) Spring
3 2 (15.38%) RESTful
Miscellaneous
1 4 (30.77%) Algorithms
1 4 (30.77%) Data Structures
2 2 (15.38%) Security Operations Centre
3 1 (7.69%) Online Games
3 1 (7.69%) Private Cloud
Operating Systems
1 4 (30.77%) Linux
2 2 (15.38%) Unix
2 2 (15.38%) Windows
2 2 (15.38%) Windows Server
Processes & Methodologies
1 5 (38.46%) Machine Learning
2 4 (30.77%) Agile Software Development
2 4 (30.77%) Analytics
3 3 (23.08%) Artificial Intelligence
3 3 (23.08%) Deep Learning
3 3 (23.08%) Knowledge Discovery
4 2 (15.38%) Computer Forensics
4 2 (15.38%) Cyber Intelligence
4 2 (15.38%) Data Protection
4 2 (15.38%) Information Security
4 2 (15.38%) Information Security Management
4 2 (15.38%) ITIL
4 2 (15.38%) MapReduce
4 2 (15.38%) Microservices
4 2 (15.38%) Predictive Analytics
4 2 (15.38%) Risk Management
4 2 (15.38%) Security Management
4 2 (15.38%) Security Operations
4 2 (15.38%) SIEM
4 2 (15.38%) Stakeholder Management
Programming Languages
1 6 (46.15%) Java
2 3 (23.08%) Python
3 2 (15.38%) Scala
4 1 (7.69%) Bash Shell
4 1 (7.69%) PowerShell
4 1 (7.69%) R
Qualifications
1 4 (30.77%) PhD
1 4 (30.77%) Sun Certification
2 2 (15.38%) CISM
2 2 (15.38%) CISSP
System Software
1 1 (7.69%) Hyper-V
1 1 (7.69%) VMware Infrastructure
1 1 (7.69%) vSphere
Vendors
1 1 (7.69%) Vertica
1 1 (7.69%) VMware
Cambridge, Cambridgeshire
ECM Selection
Salary: to £60k DoE + options
Posted: 2 days ago
Cambridge, Cambridgeshire
IT Connections
Salary: 30,000 - 40,000
Posted: 2 days ago