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 6 December 2016 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
6 Dec 2016
Same period 2015 Same period 2014
Data Mining
Rank 52 58 66
Rank change year-on-year
+6 +8
Contract jobs citing Data Mining 5 1 4
As % of all contract IT jobs located in Cambridgeshire 0.85% 0.15% 0.52%
As % of the Database & Business Intelligence category 4.10% 0.68% 2.82%
Number of daily rates quoted 1 0 2
Median daily rate £550 - £625
UK excluding London median daily rate £400 £340 £400
% change year-on-year
+17.64% -15.00%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £18.38 £19.50 £36.50
% change year-on-year
-5.76% -46.57%
Data Mining
East of England

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
122 146 142
As % of all contract IT jobs located in Cambridgeshire 20.75% 21.44% 18.64%
Number of daily rates quoted 62 81 88
Median daily rate £400 £413 £425
Median daily rate % change year-on-year
-3.03% -2.94%
90% offered a daily rate of more than £285 £282 £275
10% offered a daily rate of more than £575 £475 £500
UK excluding London median daily rate £400 £388 £363
% change year-on-year
+3.22% +6.89%
Number of hourly rates quoted 1 1 2
Median hourly rate £11.00 £14.00 £46.00
Median hourly rate % change year-on-year
-21.42% -69.56%
UK excluding London median hourly rate £38.00 £25.44 £33.00
% change year-on-year
+49.37% -22.90%

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 6 December 2016. 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
(Click see detailed
statistics and trends)
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 - 2 £550 - 4
Data Mining
East of England

Data Mining
Top 30 Related IT Skills in Cambridgeshire

For the 6 months to 6 December 2016, 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%) Algorithms
2 5 (71.43%) Business Intelligence
2 5 (71.43%) Statistical Analysis
3 4 (57.14%) Computer Science
3 4 (57.14%) Java
3 4 (57.14%) SQL
3 4 (57.14%) MATLAB
3 4 (57.14%) scikit-learn
3 4 (57.14%) Power BI
3 4 (57.14%) Relational Database
3 4 (57.14%) Kibana
3 4 (57.14%) Data Visualisation
3 4 (57.14%) Statistics
3 4 (57.14%) Mathematics
3 4 (57.14%) Visualisation
3 4 (57.14%) NumPy
3 4 (57.14%) Apache Hive
4 3 (42.86%) Physics
4 3 (42.86%) D3.js
4 3 (42.86%) Mahout
4 3 (42.86%) Weka
4 3 (42.86%) R
4 3 (42.86%) Apache Pig
4 3 (42.86%) Python
4 3 (42.86%) Information Management
5 2 (28.57%) Artificial Intelligence
5 2 (28.57%) Degree
6 1 (14.29%) NoSQL
6 1 (14.29%) Natural Language Processing

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%) CMS
Applications
1 3 (42.86%) Weka
Business Applications
1 1 (14.29%) SAP ERP
1 1 (14.29%) SAP MDM
Database & Business Intelligence
1 4 (57.14%) Apache Hive
1 4 (57.14%) Power BI
1 4 (57.14%) Relational Database
2 3 (42.86%) Mahout
3 1 (14.29%) NoSQL
Job Titles
1 5 (71.43%) Data Scientist
2 1 (14.29%) Consultant
2 1 (14.29%) Data Consultant
2 1 (14.29%) Data Mining Consultant
2 1 (14.29%) Machine Learning Engineer
2 1 (14.29%) Process 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 Scientist
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%) Natural Language Processing
Miscellaneous
1 5 (71.43%) Algorithms
2 4 (57.14%) Computer Science
2 4 (57.14%) Mathematics
2 4 (57.14%) Statistics
2 4 (57.14%) Visualisation
3 3 (42.86%) Physics
4 2 (28.57%) Artificial Intelligence
5 1 (14.29%) Analytical Skills
5 1 (14.29%) Data Integration
5 1 (14.29%) Neural Network
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%) Business Analysis
5 1 (14.29%) Content Management
5 1 (14.29%) Data Analysis
5 1 (14.29%) Data Governance
5 1 (14.29%) Data Management
5 1 (14.29%) Data Modelling
5 1 (14.29%) Data Validation
5 1 (14.29%) Deep Learning
5 1 (14.29%) ERP
5 1 (14.29%) Logistics
5 1 (14.29%) Master Data Management
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%) SQL
2 3 (42.86%) Python
2 3 (42.86%) R
3 1 (14.29%) C++
Qualifications
1 2 (28.57%) Degree
2 1 (14.29%) BPSS Clearance
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