The table below looks at the statistics for Data Mining skills in IT jobs advertised for the Cambridge region. Included is a guide to the salaries offered in IT jobs that have cited Data Mining over the 3 months to 16 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
16 Jan 2017
Same period 2016 Same period 2015
Data Mining
Cambridgeshire / Cambridge
Rank 94 103 107
Rank change year-on-year
+9 +4
Permanent jobs citing Data Mining 7 3 4
As % of all permanent IT jobs located in Cambridge 0.63% 0.21% 0.25%
As % of the Database & Business Intelligence category 2.41% 1.01% 1.03%
Number of salaries quoted 7 3 2
Median salary £65,000 £45,000 £52,500
Median salary % change year-on-year
+44.44% -14.28%
90% offered a salary of more than £46,600 £45,000 £50,500
10% offered a salary of more than £90,000 £59,000 £54,500
UK excluding London median salary £45,000 £45,000 £40,000
% change year-on-year
- +12.50%

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 Cambridge region.

Database & Business Intelligence Category
Cambridge
Permanent IT job ads with a match in the
Database & Business Intelligence category
290 296 388
As % of all permanent IT jobs located in Cambridge 25.92% 21.02% 24.00%
Number of salaries quoted 274 235 325
Median salary £50,000 £40,000 £40,000
Median salary % change year-on-year
+25.00% -
90% offered a salary of more than £32,500 £30,000 £28,200
10% offered a salary of more than £62,500 £55,000 £60,000
UK excluding London median salary £43,000 £42,500 £40,000
% change year-on-year
+1.17% +6.25%

Data Mining
Jobs Demand Trend in Cambridge

The demand trend of job ads across the Cambridge 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 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 across the Cambridge region.

Data Mining Salary Trend in Cambridge

Data Mining
Salary Histogram in Cambridge

This chart provides a salary histogram for IT jobs citing Data Mining across the Cambridge region over the 3 months to 16 January 2017.

Data Mining Salary Histogram in Cambridge

Data Mining
Top 30 Related IT Skills in Cambridge

For the 6 months to 16 January 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 5 (50.00%) Linux
1 5 (50.00%) Python
1 5 (50.00%) Machine Learning
1 5 (50.00%) Big Data
2 4 (40.00%) Analytics
3 3 (30.00%) Windows Server
3 3 (30.00%) Data Protection
3 3 (30.00%) Scala
3 3 (30.00%) Java
3 3 (30.00%) Unix
3 3 (30.00%) Windows
4 2 (20.00%) ITIL
4 2 (20.00%) CISSP
4 2 (20.00%) CISM
4 2 (20.00%) Firewall
4 2 (20.00%) Information Security Management
4 2 (20.00%) Security Management
4 2 (20.00%) Risk Management
4 2 (20.00%) Stakeholder Management
4 2 (20.00%) Games
4 2 (20.00%) PostgreSQL
4 2 (20.00%) VMware
4 2 (20.00%) Information Security
4 2 (20.00%) Computer Forensics
4 2 (20.00%) Artificial Intelligence
4 2 (20.00%) Predictive Analytics
4 2 (20.00%) Hadoop
4 2 (20.00%) Amazon AWS
4 2 (20.00%) VMware Infrastructure
4 2 (20.00%) Hyper-V

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 (20.00%) Apache Spark
1 2 (20.00%) OpenStack
Cloud Services
1 2 (20.00%) Amazon AWS
Communications & Networking
1 2 (20.00%) Firewall
Database & Business Intelligence
1 5 (50.00%) Big Data
2 2 (20.00%) Apache Hive
2 2 (20.00%) Hadoop
2 2 (20.00%) PostgreSQL
General
1 2 (20.00%) Games
2 1 (10.00%) Marketing
Job Titles
1 3 (30.00%) Technical Support
2 2 (20.00%) Chief Technology Officer
2 2 (20.00%) Cybersecurity Manager
2 2 (20.00%) Data Engineer
2 2 (20.00%) Operational Security Manager
2 2 (20.00%) Operations Manager
2 2 (20.00%) Security Manager
2 2 (20.00%) Security Operations Manager
2 2 (20.00%) Senior Data Engineer
2 2 (20.00%) SOC Manager
2 2 (20.00%) Support Manager
2 2 (20.00%) Technical Manager
2 2 (20.00%) Technical Support Manager
3 1 (10.00%) AWS Engineer
3 1 (10.00%) Big Data Engineer
3 1 (10.00%) Hadoop Engineer
3 1 (10.00%) Senior Hadoop Engineer
3 1 (10.00%) Senior Software Developer
3 1 (10.00%) Technical Specialist
3 1 (10.00%) Technical Support Specialist
Libraries, Frameworks & Software Standards
1 2 (20.00%) Natural Language Processing
1 2 (20.00%) RESTful
Miscellaneous
1 2 (20.00%) Artificial Intelligence
1 2 (20.00%) Security Operations Centre
2 1 (10.00%) Algorithms
2 1 (10.00%) Clustering
2 1 (10.00%) Life Science
2 1 (10.00%) Online Games
2 1 (10.00%) Private Cloud
Operating Systems
1 5 (50.00%) Linux
2 3 (30.00%) Unix
2 3 (30.00%) Windows
2 3 (30.00%) Windows Server
Processes & Methodologies
1 5 (50.00%) Machine Learning
2 4 (40.00%) Analytics
3 3 (30.00%) Data Protection
4 2 (20.00%) Computer Forensics
4 2 (20.00%) Cyber Intelligence
4 2 (20.00%) Cybersecurity
4 2 (20.00%) Deep Learning
4 2 (20.00%) Information Security
4 2 (20.00%) Information Security Management
4 2 (20.00%) ITIL
4 2 (20.00%) Knowledge Discovery
4 2 (20.00%) MapReduce
4 2 (20.00%) Microservices
4 2 (20.00%) Predictive Analytics
4 2 (20.00%) Risk Management
4 2 (20.00%) Security Management
4 2 (20.00%) Security Operations
4 2 (20.00%) SIEM
4 2 (20.00%) Stakeholder Management
5 1 (10.00%) Random Forest
Programming Languages
1 5 (50.00%) Python
2 3 (30.00%) Java
2 3 (30.00%) Scala
3 2 (20.00%) R
4 1 (10.00%) Bash Shell
4 1 (10.00%) PowerShell
Qualifications
1 2 (20.00%) CISM
1 2 (20.00%) CISSP
System Software
1 2 (20.00%) Hyper-V
1 2 (20.00%) VMware Infrastructure
1 2 (20.00%) vSphere
Vendors
1 2 (20.00%) VMware
2 1 (10.00%) Vertica
Cambridge, Cambridgeshire
ECM Selection
Salary: to £60k DoE + options
Posted: 5 days ago
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £30000 - £50000 per annum + Excellent Benefits & Prospects
Posted: 6 days ago
Cambridge
Churchill Frank
Salary: £50000 - £60000 per annum
Posted: 11 days ago
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £25000 - £30000 per annum + Awesome + Top Prospects
Posted: 6 days ago