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 salaries offered in IT jobs that have cited Data Mining over the 3 months to 20 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
20 Jan 2017
Same period 2016 Same period 2015
Data Mining
East of England / Cambridgeshire
Rank 116 125 120
Rank change year-on-year
+9 -5
Permanent jobs citing Data Mining 8 3 19
As % of all permanent IT jobs located in Cambridgeshire 0.49% 0.15% 0.82%
As % of the Database & Business Intelligence category 2.08% 0.64% 3.33%
Number of salaries quoted 8 3 17
Median salary £62,500 £45,000 £60,000
Median salary % change year-on-year
+38.88% -25.00%
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 Cambridgeshire region.

Database & Business Intelligence Category
Cambridgeshire
Permanent IT job ads with a match in the
Database & Business Intelligence category
384 467 570
As % of all permanent IT jobs located in Cambridgeshire 23.56% 23.66% 24.73%
Number of salaries quoted 346 393 480
Median salary £46,000 £40,000 £40,000
Median salary % change year-on-year
+15.00% -
90% offered a salary of more than £32,500 £28,000 £25,000
10% offered a salary of more than £62,500 £60,000 £55,000
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 Cambridgeshire

The demand trend of job ads across the Cambridgeshire 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 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 20 January 2017.

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 median salaries quoted in IT jobs citing Data Mining within the Cambridgeshire region over the 3 months to 20 January 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 +12 7 £65,000 +44.44% 2
Peterborough - 1 £39,500 -
Data Mining
East of England

Data Mining
Top 30 Related IT Skills in Cambridgeshire

For the 6 months to 20 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 Cambridgeshire region with a requirement for Data Mining.

1 5 (41.67%) Linux
1 5 (41.67%) Python
1 5 (41.67%) Machine Learning
1 5 (41.67%) Big Data
2 4 (33.33%) Analytics
3 3 (25.00%) Data Protection
3 3 (25.00%) Scala
3 3 (25.00%) Java
3 3 (25.00%) Unix
3 3 (25.00%) Windows
3 3 (25.00%) Windows Server
4 2 (16.67%) Security Operations
4 2 (16.67%) Security Operations Centre
4 2 (16.67%) Cyber Intelligence
4 2 (16.67%) ITIL
4 2 (16.67%) SAS
4 2 (16.67%) CISSP
4 2 (16.67%) CISM
4 2 (16.67%) Firewall
4 2 (16.67%) Information Security Management
4 2 (16.67%) Security Management
4 2 (16.67%) Risk Management
4 2 (16.67%) Stakeholder Management
4 2 (16.67%) Games
4 2 (16.67%) PostgreSQL
4 2 (16.67%) VMware
4 2 (16.67%) Information Security
4 2 (16.67%) Computer Forensics
4 2 (16.67%) Artificial Intelligence
4 2 (16.67%) Predictive Analytics

Data Mining
Top Related 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 2 (16.67%) Apache Spark
1 2 (16.67%) OpenStack
1 2 (16.67%) SAS
Cloud Services
1 2 (16.67%) Amazon AWS
Communications & Networking
1 2 (16.67%) Firewall
Database & Business Intelligence
1 5 (41.67%) Big Data
2 2 (16.67%) Apache Hive
2 2 (16.67%) Base SAS
2 2 (16.67%) Hadoop
2 2 (16.67%) PostgreSQL
General
1 2 (16.67%) Games
2 1 (8.33%) Marketing
Job Titles
1 3 (25.00%) Technical Support
2 2 (16.67%) Chief Technology Officer
2 2 (16.67%) Cybersecurity Manager
2 2 (16.67%) Data Engineer
2 2 (16.67%) Operational Security Manager
2 2 (16.67%) Operations Manager
2 2 (16.67%) Programmer
2 2 (16.67%) SAS Programmer
2 2 (16.67%) Security Manager
2 2 (16.67%) Security Operations Manager
2 2 (16.67%) Senior Data Engineer
2 2 (16.67%) SOC Manager
2 2 (16.67%) Support Manager
2 2 (16.67%) Technical Manager
2 2 (16.67%) Technical Support Manager
3 1 (8.33%) AWS Engineer
3 1 (8.33%) Big Data Engineer
3 1 (8.33%) Hadoop Engineer
3 1 (8.33%) Senior Hadoop Engineer
3 1 (8.33%) Technical Support Specialist
Libraries, Frameworks & Software Standards
1 2 (16.67%) Natural Language Processing
1 2 (16.67%) RESTful
Miscellaneous
1 2 (16.67%) Artificial Intelligence
1 2 (16.67%) Security Operations Centre
2 1 (8.33%) Algorithms
2 1 (8.33%) Clustering
2 1 (8.33%) Life Science
2 1 (8.33%) Online Games
2 1 (8.33%) Private Cloud
Operating Systems
1 5 (41.67%) Linux
2 3 (25.00%) Unix
2 3 (25.00%) Windows
2 3 (25.00%) Windows Server
Processes & Methodologies
1 5 (41.67%) Machine Learning
2 4 (33.33%) Analytics
3 3 (25.00%) Data Protection
4 2 (16.67%) Computer Forensics
4 2 (16.67%) Cyber Intelligence
4 2 (16.67%) Cybersecurity
4 2 (16.67%) Deep Learning
4 2 (16.67%) Information Security
4 2 (16.67%) Information Security Management
4 2 (16.67%) ITIL
4 2 (16.67%) Knowledge Discovery
4 2 (16.67%) MapReduce
4 2 (16.67%) Microservices
4 2 (16.67%) Predictive Analytics
4 2 (16.67%) Risk Management
4 2 (16.67%) SDLC
4 2 (16.67%) Security Management
4 2 (16.67%) Security Operations
4 2 (16.67%) SIEM
4 2 (16.67%) Stakeholder Management
Programming Languages
1 5 (41.67%) Python
2 3 (25.00%) Java
2 3 (25.00%) Scala
3 2 (16.67%) R
4 1 (8.33%) Bash Shell
4 1 (8.33%) PowerShell
Qualifications
1 2 (16.67%) CISM
1 2 (16.67%) CISSP
System Software
1 2 (16.67%) Hyper-V
1 2 (16.67%) VMware Infrastructure
1 2 (16.67%) vSphere
Vendors
1 2 (16.67%) VMware
2 1 (8.33%) Vertica
Cambridge, Cambridgeshire
ECM Selection
Salary: to £60k DoE + options
Posted: 10 days ago
Cambridge
Churchill Frank
Salary: £50000 - £60000 per annum
Posted: 15 days ago