The table below looks at the statistics for Data Mining skills in IT contracts advertised for the Cambridgeshire region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Mining over the 3 months to 17 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
17 Jan 2017
Same period 2016 Same period 2015
Data Mining
East of England / Cambridgeshire
Rank 49 47 65
Rank change year-on-year
-2 +18
Contract jobs citing Data Mining 6 8 2
As % of all contract IT jobs located in Cambridgeshire 1.07% 1.43% 0.27%
As % of the Database & Business Intelligence category 6.59% 7.41% 1.45%
Number of daily rates quoted 2 7 2
Median daily rate £538 £388 £438
Median daily rate % change year-on-year
+38.70% -11.42%
90% offered a daily rate of more than £528 £350 £288
10% offered a daily rate of more than £548 £408 £588
UK excluding London median daily rate £363 £369 £300
% change year-on-year
-1.69% +22.91%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £21.88 £17.75 £36.50
% change year-on-year
+23.28% -51.36%

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 Cambridgeshire region.

Database & Business Intelligence Category
Cambridgeshire
Contract IT job ads with a match in the
Database & Business Intelligence category
91 108 138
As % of all contract IT jobs located in Cambridgeshire 16.19% 19.29% 18.72%
Number of daily rates quoted 53 62 94
Median daily rate £425 £400 £438
Median daily rate % change year-on-year
+6.25% -8.57%
90% offered a daily rate of more than £300 £280 £210
10% offered a daily rate of more than £600 £550 £500
UK excluding London median daily rate £400 £380 £363
% change year-on-year
+5.26% +4.82%
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 Cambridgeshire

The demand trend of contract jobs across the Cambridgeshire 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 Cambridgeshire

Data Mining
Daily Rate Trend in Cambridgeshire

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

Data Mining Daily Rate Trend in Cambridgeshire

Data Mining
Contract Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Mining within the Cambridgeshire region over the 3 months to 17 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cambridge -5 3 £538 +38.70% 2
Data Mining
East of England

Data Mining
Top 30 Related IT Skills in Cambridgeshire

For the 6 months to 17 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 Cambridgeshire region with a requirement for Data Mining.

1 6 (85.71%) Machine Learning
2 5 (71.43%) Statistical Analysis
2 5 (71.43%) Apache Hive
2 5 (71.43%) Business Intelligence
2 5 (71.43%) Algorithms
3 4 (57.14%) Python
3 4 (57.14%) Java
3 4 (57.14%) SQL
3 4 (57.14%) MATLAB
3 4 (57.14%) Statistics
3 4 (57.14%) Mathematics
3 4 (57.14%) Relational Database
3 4 (57.14%) Kibana
3 4 (57.14%) scikit-learn
3 4 (57.14%) Power BI
3 4 (57.14%) NumPy
3 4 (57.14%) Visualisation
3 4 (57.14%) R
3 4 (57.14%) Data Visualisation
4 3 (42.86%) D3.js
4 3 (42.86%) Mahout
4 3 (42.86%) Weka
4 3 (42.86%) Apache Pig
4 3 (42.86%) Physics
4 3 (42.86%) Computer Science
4 3 (42.86%) Information Management
5 1 (14.29%) Data Analysis
5 1 (14.29%) Artificial Intelligence
5 1 (14.29%) Logistics
5 1 (14.29%) Software Engineering

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 (42.86%) Apache Pig
2 1 (14.29%) Apache Spark
2 1 (14.29%) CMS
2 1 (14.29%) OpenStack
Applications
1 3 (42.86%) Weka
Business Applications
1 1 (14.29%) SAP ERP
1 1 (14.29%) SAP MDM
Cloud Services
1 1 (14.29%) Amazon AWS
Database & Business Intelligence
1 5 (71.43%) Apache Hive
2 4 (57.14%) Power BI
2 4 (57.14%) Relational Database
3 3 (42.86%) Mahout
4 1 (14.29%) Big Data
4 1 (14.29%) Hadoop
4 1 (14.29%) NoSQL
4 1 (14.29%) PostgreSQL
General
1 1 (14.29%) Games
Job Titles
1 5 (71.43%) Data Scientist
2 1 (14.29%) AWS Engineer
2 1 (14.29%) Big Data Engineer
2 1 (14.29%) Consultant
2 1 (14.29%) Data Consultant
2 1 (14.29%) Data Engineer
2 1 (14.29%) Data Mining Consultant
2 1 (14.29%) Hadoop Engineer
2 1 (14.29%) SAP Consultant
2 1 (14.29%) SAP Data Consultant
2 1 (14.29%) SAP MDM Consultant
2 1 (14.29%) Senior Data Engineer
2 1 (14.29%) Senior Data Scientist
2 1 (14.29%) Senior Hadoop Engineer
Libraries, Frameworks & Software Standards
1 4 (57.14%) NumPy
1 4 (57.14%) scikit-learn
2 3 (42.86%) D3.js
3 1 (14.29%) RESTful
Miscellaneous
1 5 (71.43%) Algorithms
2 4 (57.14%) Mathematics
2 4 (57.14%) Statistics
2 4 (57.14%) Visualisation
3 3 (42.86%) Computer Science
3 3 (42.86%) Physics
4 1 (14.29%) Analytical Skills
4 1 (14.29%) Artificial Intelligence
4 1 (14.29%) Data Integration
4 1 (14.29%) Online Games
Operating Systems
1 1 (14.29%) Linux
Processes & Methodologies
1 6 (85.71%) Machine Learning
2 5 (71.43%) Business Intelligence
2 5 (71.43%) Statistical Analysis
3 4 (57.14%) Data Visualisation
4 3 (42.86%) Information Management
5 1 (14.29%) Analytics
5 1 (14.29%) Business Analysis
5 1 (14.29%) Data Analysis
5 1 (14.29%) Data Flow Diagram
5 1 (14.29%) Data Validation
5 1 (14.29%) Logistics
5 1 (14.29%) Master Data Management
5 1 (14.29%) Matrix Organization
5 1 (14.29%) Microservices
5 1 (14.29%) Predictive Analytics
5 1 (14.29%) Software Engineering
5 1 (14.29%) Stakeholder Management
5 1 (14.29%) Use Case
5 1 (14.29%) User Acceptance Testing
5 1 (14.29%) Validation
Programming Languages
1 4 (57.14%) Java
1 4 (57.14%) MATLAB
1 4 (57.14%) Python
1 4 (57.14%) R
1 4 (57.14%) SQL
2 1 (14.29%) Scala
Qualifications
1 1 (14.29%) BPSS Clearance
1 1 (14.29%) Degree
Quality Assurance & Compliance
1 1 (14.29%) Data Quality
Systems Management
1 4 (57.14%) Kibana
Vendors
1 1 (14.29%) Oracle
1 1 (14.29%) Salesforce.com
1 1 (14.29%) SAP
1 1 (14.29%) Vertica