The table below looks at the statistics for Data Mining skills in IT contracts advertised for the Cambridge region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Mining over the 3 months to 23 January 2017 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
23 Jan 2017
Same period 2016 Same period 2015
Data Mining
Cambridgeshire / Cambridge
Rank 35 33 43
Rank change year-on-year
-2 +10
Contract jobs citing Data Mining 3 8 1
As % of all contract IT jobs located in Cambridge 0.85% 2.46% 0.30%
As % of the Database & Business Intelligence category 4.76% 11.43% 1.92%
Number of daily rates quoted 2 8 1
Median daily rate £538 £388 £250
Median daily rate % change year-on-year
+38.70% +55.00%
UK excluding London median daily rate £363 £375 £263
% change year-on-year
-3.33% +42.72%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £25.39 £19.50 £36.50
% change year-on-year
+30.20% -46.57%

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in contract jobs advertised in the Cambridge region.

Database & Business Intelligence Category
Cambridge
Contract IT job ads with a match in the
Database & Business Intelligence category
63 70 52
As % of all contract IT jobs located in Cambridge 17.80% 21.54% 15.57%
Number of daily rates quoted 39 43 31
Median daily rate £425 £400 £285
Median daily rate % change year-on-year
+6.25% +40.35%
90% offered a daily rate of more than £300 £283 £210
10% offered a daily rate of more than £650 £550 £453
UK excluding London median daily rate £400 £375 £363
% change year-on-year
+6.66% +3.44%
Number of hourly rates quoted 2 0 2
Median hourly rate £26.75 - £46.00
UK excluding London median hourly rate £38.00 £26.50 £32.50
% change year-on-year
+43.39% -18.46%

Data Mining
Jobs Demand Trend in Cambridge

The demand trend of contract jobs across the Cambridge region citing Data Mining as a proportion of all IT contracts with a match in the Database & Business Intelligence category.

Data Mining Jobs Demand Trend in Cambridge

Data Mining
Daily Rate Trend in Cambridge

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Data Mining across the Cambridge region.

Data Mining Daily Rate Trend in Cambridge

Data Mining
Top 30 Related IT Skills in Cambridge

For the 6 months to 23 January 2017, IT contractor 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 contract ads across the Cambridge region with a requirement for Data Mining.

1 3 (75.00%) Machine Learning
2 2 (50.00%) Apache Hive
2 2 (50.00%) Algorithms
2 2 (50.00%) Business Intelligence
2 2 (50.00%) Statistical Analysis
3 1 (25.00%) Statistics
3 1 (25.00%) Degree
3 1 (25.00%) Predictive Analytics
3 1 (25.00%) Mathematics
3 1 (25.00%) SAP ERP
3 1 (25.00%) Use Case
3 1 (25.00%) Online Games
3 1 (25.00%) User Acceptance Testing
3 1 (25.00%) Data Validation
3 1 (25.00%) Data Integration
3 1 (25.00%) RESTful
3 1 (25.00%) Scala
3 1 (25.00%) Hadoop
3 1 (25.00%) Visualisation
3 1 (25.00%) Amazon AWS
3 1 (25.00%) NumPy
3 1 (25.00%) Salesforce.com
3 1 (25.00%) MATLAB
3 1 (25.00%) Validation
3 1 (25.00%) Stakeholder Management
3 1 (25.00%) CMS
3 1 (25.00%) Games
3 1 (25.00%) PostgreSQL
3 1 (25.00%) SAP MDM
3 1 (25.00%) Data Management

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 1 (25.00%) Apache Spark
1 1 (25.00%) CMS
1 1 (25.00%) OpenStack
Business Applications
1 1 (25.00%) SAP ERP
1 1 (25.00%) SAP MDM
Cloud Services
1 1 (25.00%) Amazon AWS
Database & Business Intelligence
1 2 (50.00%) Apache Hive
2 1 (25.00%) Big Data
2 1 (25.00%) Hadoop
2 1 (25.00%) NoSQL
2 1 (25.00%) PostgreSQL
2 1 (25.00%) Power BI
2 1 (25.00%) Relational Database
General
1 1 (25.00%) Games
Job Titles
1 2 (50.00%) Data Scientist
2 1 (25.00%) AWS Engineer
2 1 (25.00%) Big Data Engineer
2 1 (25.00%) Consultant
2 1 (25.00%) Data Consultant
2 1 (25.00%) Data Engineer
2 1 (25.00%) Data Mining Consultant
2 1 (25.00%) Hadoop Engineer
2 1 (25.00%) SAP Consultant
2 1 (25.00%) SAP Data Consultant
2 1 (25.00%) SAP MDM Consultant
2 1 (25.00%) Senior Data Engineer
2 1 (25.00%) Senior Hadoop Engineer
Libraries, Frameworks & Software Standards
1 1 (25.00%) NumPy
1 1 (25.00%) RESTful
1 1 (25.00%) scikit-learn
Miscellaneous
1 2 (50.00%) Algorithms
2 1 (25.00%) Analytical Skills
2 1 (25.00%) Artificial Intelligence
2 1 (25.00%) Data Integration
2 1 (25.00%) Mathematics
2 1 (25.00%) Online Games
2 1 (25.00%) Statistics
2 1 (25.00%) Visualisation
Operating Systems
1 1 (25.00%) Linux
Processes & Methodologies
1 3 (75.00%) Machine Learning
2 2 (50.00%) Business Intelligence
2 2 (50.00%) Statistical Analysis
3 1 (25.00%) Business Analysis
3 1 (25.00%) Content Management
3 1 (25.00%) Data Analysis
3 1 (25.00%) Data Governance
3 1 (25.00%) Data Management
3 1 (25.00%) Data Modelling
3 1 (25.00%) Data Validation
3 1 (25.00%) Data Visualisation
3 1 (25.00%) ERP
3 1 (25.00%) Logistics
3 1 (25.00%) MapReduce
3 1 (25.00%) Predictive Analytics
3 1 (25.00%) Software Engineering
3 1 (25.00%) Stakeholder Management
3 1 (25.00%) Use Case
3 1 (25.00%) User Acceptance Testing
3 1 (25.00%) Validation
Programming Languages
1 1 (25.00%) Java
1 1 (25.00%) MATLAB
1 1 (25.00%) Python
1 1 (25.00%) R
1 1 (25.00%) Scala
1 1 (25.00%) SQL
Qualifications
1 1 (25.00%) BPSS Clearance
1 1 (25.00%) Degree
Quality Assurance & Compliance
1 1 (25.00%) Data Quality
Systems Management
1 1 (25.00%) Kibana
Vendors
1 1 (25.00%) Oracle
1 1 (25.00%) Salesforce.com
1 1 (25.00%) SAP
1 1 (25.00%) Vertica