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 24 February 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
24 Feb 2017
Same period 2016 Same period 2015
Data Mining
Cambridgeshire / Cambridge
Rank 33 36 38
Rank change year-on-year
+3 +2
Contract jobs citing Data Mining 1 8 1
As % of all contract IT jobs located in Cambridge 0.34% 2.05% 0.31%
As % of the Database & Business Intelligence category 2.38% 13.33% 2.00%
Number of daily rates quoted 1 8 1
Median daily rate £525 £388 £250
Median daily rate % change year-on-year
+35.48% +55.00%
UK excluding London median daily rate £325 £373 £345
% change year-on-year
-12.75% +7.97%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £21.00 £15.00 £25.00
% change year-on-year
+40.00% -40.00%

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
42 60 50
As % of all contract IT jobs located in Cambridge 14.33% 15.38% 15.72%
Number of daily rates quoted 27 43 35
Median daily rate £425 £388 £275
Median daily rate % change year-on-year
+9.67% +40.90%
90% offered a daily rate of more than £328 £271 £206
10% offered a daily rate of more than £600 £550 £400
UK excluding London median daily rate £400 £375 £370
% change year-on-year
+6.66% +1.35%
Number of hourly rates quoted 1 0 1
Median hourly rate £42.50 - £46.00
UK excluding London median hourly rate £38.00 £32.50 £32.50
% change year-on-year
+16.92% -

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 24 February 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 (100.00%) Machine Learning
2 2 (66.67%) Apache Hive
2 2 (66.67%) Business Intelligence
2 2 (66.67%) Statistical Analysis
2 2 (66.67%) Algorithms
3 1 (33.33%) scikit-learn
3 1 (33.33%) Power BI
3 1 (33.33%) Statistics
3 1 (33.33%) Degree
3 1 (33.33%) Predictive Analytics
3 1 (33.33%) Mathematics
3 1 (33.33%) Online Games
3 1 (33.33%) RESTful
3 1 (33.33%) Scala
3 1 (33.33%) Hadoop
3 1 (33.33%) Visualisation
3 1 (33.33%) Amazon AWS
3 1 (33.33%) NumPy
3 1 (33.33%) MATLAB
3 1 (33.33%) Stakeholder Management
3 1 (33.33%) CMS
3 1 (33.33%) Games
3 1 (33.33%) PostgreSQL
3 1 (33.33%) Content Management
3 1 (33.33%) Artificial Intelligence
3 1 (33.33%) Software Engineering
3 1 (33.33%) NoSQL
3 1 (33.33%) R
3 1 (33.33%) Data Visualisation
3 1 (33.33%) MapReduce

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 (33.33%) Apache Spark
1 1 (33.33%) CMS
1 1 (33.33%) OpenStack
Cloud Services
1 1 (33.33%) Amazon AWS
Database & Business Intelligence
1 2 (66.67%) Apache Hive
2 1 (33.33%) Big Data
2 1 (33.33%) Hadoop
2 1 (33.33%) NoSQL
2 1 (33.33%) PostgreSQL
2 1 (33.33%) Power BI
2 1 (33.33%) Relational Database
General
1 1 (33.33%) Games
Job Titles
1 2 (66.67%) Data Scientist
2 1 (33.33%) AWS Engineer
2 1 (33.33%) Big Data Engineer
2 1 (33.33%) Data Engineer
2 1 (33.33%) Hadoop Engineer
2 1 (33.33%) Senior Data Engineer
2 1 (33.33%) Senior Hadoop Engineer
Libraries, Frameworks & Software Standards
1 1 (33.33%) NumPy
1 1 (33.33%) RESTful
1 1 (33.33%) scikit-learn
Miscellaneous
1 2 (66.67%) Algorithms
2 1 (33.33%) Analytical Skills
2 1 (33.33%) Online Games
Operating Systems
1 1 (33.33%) Linux
Processes & Methodologies
1 3 (100.00%) Machine Learning
2 2 (66.67%) Business Intelligence
2 2 (66.67%) Statistical Analysis
3 1 (33.33%) Analytics
3 1 (33.33%) Artificial Intelligence
3 1 (33.33%) Content Management
3 1 (33.33%) Data Visualisation
3 1 (33.33%) MapReduce
3 1 (33.33%) Mathematics
3 1 (33.33%) Microservices
3 1 (33.33%) Predictive Analytics
3 1 (33.33%) Software Engineering
3 1 (33.33%) Stakeholder Management
3 1 (33.33%) Statistics
3 1 (33.33%) Visualisation
Programming Languages
1 1 (33.33%) Java
1 1 (33.33%) MATLAB
1 1 (33.33%) Python
1 1 (33.33%) R
1 1 (33.33%) Scala
1 1 (33.33%) SQL
Qualifications
1 1 (33.33%) Degree
Systems Management
1 1 (33.33%) Kibana
Vendors
1 1 (33.33%) Vertica