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 24 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
24 Feb 2017
Same period 2016 Same period 2015
Data Mining
East of England / Cambridgeshire
Rank 113 120 128
Rank change year-on-year
+7 +8
Permanent jobs citing Data Mining 8 10 10
As % of all permanent IT jobs located in Cambridgeshire 0.48% 0.47% 0.44%
As % of the Database & Business Intelligence category 1.94% 1.98% 1.72%
Number of salaries quoted 7 10 7
Median salary £65,000 £42,500 £55,000
Median salary % change year-on-year
+52.94% -22.72%
90% offered a salary of more than £48,800 £40,000 £45,000
10% offered a salary of more than £90,000 £57,250 £60,000
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +6.25%

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
413 506 582
As % of all permanent IT jobs located in Cambridgeshire 24.63% 23.57% 25.79%
Number of salaries quoted 357 403 486
Median salary £45,000 £40,000 £41,500
Median salary % change year-on-year
+12.50% -3.61%
90% offered a salary of more than £32,500 £29,500 £25,000
10% offered a salary of more than £60,000 £57,500 £60,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +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 24 February 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 24 February 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 +9 6 £77,500 +72.22% 3
Peterborough - 1 £39,500 - 1
Data Mining
East of England

Data Mining
Top 30 Related IT Skills in Cambridgeshire

For the 6 months to 24 February 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 6 (40.00%) Machine Learning
2 5 (33.33%) Big Data
2 5 (33.33%) Linux
2 5 (33.33%) Python
3 4 (26.67%) Analytics
3 4 (26.67%) SDLC
4 3 (20.00%) Windows Server
4 3 (20.00%) Knowledge Discovery
4 3 (20.00%) Microservices
4 3 (20.00%) Deep Learning
4 3 (20.00%) Natural Language Processing
4 3 (20.00%) Java
4 3 (20.00%) SAS
4 3 (20.00%) Unix
4 3 (20.00%) Windows
4 3 (20.00%) Artificial Intelligence
4 3 (20.00%) Base SAS
4 3 (20.00%) Data Protection
4 3 (20.00%) Scala
5 2 (13.33%) Hadoop
5 2 (13.33%) Amazon AWS
5 2 (13.33%) vSphere
5 2 (13.33%) Apache Hive
5 2 (13.33%) R
5 2 (13.33%) VMware Infrastructure
5 2 (13.33%) PowerShell
5 2 (13.33%) Hyper-V
5 2 (13.33%) Predictive Analytics
5 2 (13.33%) Software Engineering
5 2 (13.33%) Computer Forensics

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 3 (20.00%) SAS
2 2 (13.33%) Apache Spark
2 2 (13.33%) OpenStack
Cloud Services
1 2 (13.33%) Amazon AWS
2 1 (6.67%) Microsoft Azure
2 1 (6.67%) PaaS
Communications & Networking
1 2 (13.33%) Firewall
Database & Business Intelligence
1 5 (33.33%) Big Data
2 3 (20.00%) Base SAS
3 2 (13.33%) Apache Hive
3 2 (13.33%) Hadoop
3 2 (13.33%) PostgreSQL
4 1 (6.67%) Relational Database
General
1 2 (13.33%) Games
2 1 (6.67%) Marketing
Job Titles
1 3 (20.00%) Chief Technology Officer
1 3 (20.00%) Programmer
1 3 (20.00%) SAS Programmer
1 3 (20.00%) Technical Support
2 2 (13.33%) Cybersecurity Manager
2 2 (13.33%) Data Engineer
2 2 (13.33%) Developer
2 2 (13.33%) Operational Security Manager
2 2 (13.33%) Operations Manager
2 2 (13.33%) Security Manager
2 2 (13.33%) Security Operations Manager
2 2 (13.33%) Senior Data Engineer
2 2 (13.33%) SOC Manager
2 2 (13.33%) Support Manager
2 2 (13.33%) Technical Manager
2 2 (13.33%) Technical Support Manager
3 1 (6.67%) AWS Engineer
3 1 (6.67%) Big Data Engineer
3 1 (6.67%) Hadoop Engineer
3 1 (6.67%) Senior Hadoop Engineer
Libraries, Frameworks & Software Standards
1 3 (20.00%) Natural Language Processing
2 2 (13.33%) RESTful
3 1 (6.67%) .NET
3 1 (6.67%) Apache Cordova
3 1 (6.67%) JSON
3 1 (6.67%) JSON Schema
Miscellaneous
1 2 (13.33%) Security Operations Centre
2 1 (6.67%) Algorithms
2 1 (6.67%) Clustering
2 1 (6.67%) Computer Science
2 1 (6.67%) Life Science
2 1 (6.67%) Online Games
2 1 (6.67%) Private Cloud
2 1 (6.67%) Virtual Team
Operating Systems
1 5 (33.33%) Linux
2 3 (20.00%) Unix
2 3 (20.00%) Windows
2 3 (20.00%) Windows Server
Processes & Methodologies
1 6 (40.00%) Machine Learning
2 4 (26.67%) Analytics
2 4 (26.67%) SDLC
3 3 (20.00%) Artificial Intelligence
3 3 (20.00%) Data Protection
3 3 (20.00%) Deep Learning
3 3 (20.00%) Knowledge Discovery
3 3 (20.00%) Microservices
4 2 (13.33%) Computer Forensics
4 2 (13.33%) Cybersecurity
4 2 (13.33%) Information Security
4 2 (13.33%) Information Security Management
4 2 (13.33%) ITIL
4 2 (13.33%) MapReduce
4 2 (13.33%) Predictive Analytics
4 2 (13.33%) Risk Management
4 2 (13.33%) Security Management
4 2 (13.33%) SIEM
4 2 (13.33%) Software Engineering
4 2 (13.33%) Stakeholder Management
Programming Languages
1 5 (33.33%) Python
2 3 (20.00%) Java
2 3 (20.00%) Scala
3 2 (13.33%) PowerShell
3 2 (13.33%) R
4 1 (6.67%) Bash Shell
4 1 (6.67%) C#
Qualifications
1 2 (13.33%) CISM
1 2 (13.33%) CISSP
2 1 (6.67%) Degree
System Software
1 2 (13.33%) Hyper-V
1 2 (13.33%) VMware Infrastructure
1 2 (13.33%) vSphere
2 1 (6.67%) Docker
Vendors
1 2 (13.33%) VMware
2 1 (6.67%) Microsoft
2 1 (6.67%) Salesforce.com
2 1 (6.67%) Vertica
2 1 (6.67%) Xamarin
Cambridge, Cambridgeshire
ENTERPRISE RECRUITMENT LTD
Salary: Excellent salary, bonus scheme, pension contribution matching (up to 5
Posted: 2 days ago
Peterborough, Cambridgeshire
BGL Group
Salary: Competitive
Posted: 11 days ago
Cambridge
OHO Group Ltd.
Salary: £35000 - £50000 per annum, Benefits: Excellent Benefits
Posted: 8 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: £Excellent
Posted: 4 days ago