The table below looks at the statistics for Data Mining skills in IT contracts advertised for the East of England region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Mining over the 3 months to 19 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
19 Jan 2017
Same period 2016 Same period 2015
Data Mining
England / East of England
Rank 113 115 125
Rank change year-on-year
+2 +10
Contract jobs citing Data Mining 8 13 2
As % of all contract IT jobs located in the East of England 0.37% 0.55% 0.078%
As % of the Database & Business Intelligence category 2.04% 2.70% 0.40%
Number of daily rates quoted 4 7 2
Median daily rate £488 £388 £438
Median daily rate % change year-on-year
+25.80% -11.42%
90% offered a daily rate of more than £293 £350 £288
10% offered a daily rate of more than £543 £408 £588
UK excluding London median daily rate £363 £363 £300
% change year-on-year
- +20.83%
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 East of England region.

Database & Business Intelligence Category
East of England
Contract IT job ads with a match in the
Database & Business Intelligence category
392 481 494
As % of all contract IT jobs located in the East of England 18.32% 20.49% 19.20%
Number of daily rates quoted 225 300 299
Median daily rate £420 £388 £388
Median daily rate % change year-on-year
+8.38% -
90% offered a daily rate of more than £274 £268 £225
10% offered a daily rate of more than £550 £550 £500
UK excluding London median daily rate £400 £375 £363
% change year-on-year
+6.66% +3.44%
Number of hourly rates quoted 20 20 11
Median hourly rate £35.00 £45.75 £37.50
Median hourly rate % change year-on-year
-23.49% +22.00%
90% offered a hourly rate of more than £16.50 £36.50 £21.00
10% offered a hourly rate of more than £41.68 £63.00 £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 the East of England

The demand trend of contract jobs across the East of England 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 the East of England

Data Mining
Daily Rate Trend in the East of England

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

Data Mining Daily Rate Trend in the East of England

Data Mining
Daily Rate Histogram in the East of England

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Mining across the East of England region over the 3 months to 19 January 2017.

Data Mining Daily Rate Histogram in the East of England

Data Mining
Hourly Rate Trend in the East of England

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Data Mining across the East of England region.

Data Mining Hourly Rate Trend in the East of England

Data Mining
Contract Job Locations in the East of England

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 East of England region over the 3 months to 19 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
Cambridgeshire -2 6 £538 +38.70% 2
Hertfordshire -6 1 £450 - 1
Essex - 1 £225 -
Data Mining
England

Data Mining
Top 30 Related IT Skills in the East of England

For the 6 months to 19 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 East of England region with a requirement for Data Mining.

1 6 (60.00%) SQL
1 6 (60.00%) Business Intelligence
1 6 (60.00%) Machine Learning
2 5 (50.00%) Apache Hive
2 5 (50.00%) Algorithms
2 5 (50.00%) Statistical Analysis
3 4 (40.00%) Statistics
3 4 (40.00%) Mathematics
3 4 (40.00%) Visualisation
3 4 (40.00%) MATLAB
3 4 (40.00%) NumPy
3 4 (40.00%) Java
3 4 (40.00%) Python
3 4 (40.00%) Power BI
3 4 (40.00%) Relational Database
3 4 (40.00%) Kibana
3 4 (40.00%) scikit-learn
3 4 (40.00%) R
3 4 (40.00%) Data Visualisation
4 3 (30.00%) D3.js
4 3 (30.00%) Mahout
4 3 (30.00%) Weka
4 3 (30.00%) Apache Pig
4 3 (30.00%) Data Modelling
4 3 (30.00%) Physics
4 3 (30.00%) Computer Science
4 3 (30.00%) Information Management
5 2 (20.00%) SQL Server Integration Services
5 2 (20.00%) Business Analysis
5 2 (20.00%) User Acceptance Testing

Data Mining
Top Related IT Skills in the East of England 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 (30.00%) Apache Pig
2 1 (10.00%) Apache Spark
2 1 (10.00%) CMS
2 1 (10.00%) Confluence
2 1 (10.00%) OpenStack
2 1 (10.00%) SAS
Applications
1 3 (30.00%) Weka
2 1 (10.00%) MS Excel
Business Applications
1 1 (10.00%) SAP ERP
1 1 (10.00%) SAP MDM
Cloud Services
1 1 (10.00%) Amazon AWS
Database & Business Intelligence
1 5 (50.00%) Apache Hive
2 4 (40.00%) Power BI
2 4 (40.00%) Relational Database
3 3 (30.00%) Mahout
4 2 (20.00%) SQL Server
4 2 (20.00%) SQL Server Integration Services
5 1 (10.00%) Big Data
5 1 (10.00%) BusinessObjects
5 1 (10.00%) Data Warehouse
5 1 (10.00%) Hadoop
5 1 (10.00%) MySQL
5 1 (10.00%) NoSQL
5 1 (10.00%) PostgreSQL
5 1 (10.00%) SQL Server 2008
5 1 (10.00%) SQL Server 2014
5 1 (10.00%) SQL Server Analysis Services
5 1 (10.00%) SQL Server Reporting Services
Development Applications
1 1 (10.00%) JIRA
General
1 1 (10.00%) Games
1 1 (10.00%) Legal
1 1 (10.00%) Retail
Job Titles
1 5 (50.00%) Data Scientist
2 2 (20.00%) Analyst
3 1 (10.00%) AWS Engineer
3 1 (10.00%) Big Data Engineer
3 1 (10.00%) Business Continuity Analyst
3 1 (10.00%) Consultant
3 1 (10.00%) Data Analyst
3 1 (10.00%) Data Consultant
3 1 (10.00%) Data Mining Consultant
3 1 (10.00%) Data Warehouse Developer
3 1 (10.00%) Governance Analyst
3 1 (10.00%) Hadoop Engineer
3 1 (10.00%) SAP Consultant
3 1 (10.00%) SAP Data Consultant
3 1 (10.00%) SAP MDM Consultant
3 1 (10.00%) Senior Data Scientist
3 1 (10.00%) SQL Developer
3 1 (10.00%) SQL Server Data Warehouse Developer
3 1 (10.00%) SQL Server Developer
3 1 (10.00%) Technical Analyst
Libraries, Frameworks & Software Standards
1 4 (40.00%) NumPy
1 4 (40.00%) scikit-learn
2 3 (30.00%) D3.js
3 1 (10.00%) RESTful
Miscellaneous
1 5 (50.00%) Algorithms
2 4 (40.00%) Mathematics
2 4 (40.00%) Statistics
2 4 (40.00%) Visualisation
3 3 (30.00%) Computer Science
3 3 (30.00%) Physics
4 2 (20.00%) Analytical Skills
5 1 (10.00%) Artificial Intelligence
5 1 (10.00%) Data Extraction
5 1 (10.00%) Data Integration
5 1 (10.00%) Online Games
Operating Systems
1 1 (10.00%) Linux
Processes & Methodologies
1 6 (60.00%) Business Intelligence
1 6 (60.00%) Machine Learning
2 5 (50.00%) Statistical Analysis
3 4 (40.00%) Data Visualisation
4 3 (30.00%) Data Modelling
4 3 (30.00%) Information Management
5 2 (20.00%) Analytics
5 2 (20.00%) Business Analysis
5 2 (20.00%) User Acceptance Testing
6 1 (10.00%) Data Flow Diagram
6 1 (10.00%) Data Governance
6 1 (10.00%) Data Mapping
6 1 (10.00%) Data Validation
6 1 (10.00%) Kimball Methodology
6 1 (10.00%) MapReduce
6 1 (10.00%) Master Data Management
6 1 (10.00%) Matrix Organization
6 1 (10.00%) Microservices
6 1 (10.00%) Reverse Engineering
6 1 (10.00%) Waterfall
Programming Languages
1 6 (60.00%) SQL
2 4 (40.00%) Java
2 4 (40.00%) MATLAB
2 4 (40.00%) Python
2 4 (40.00%) R
3 1 (10.00%) PL/SQL
3 1 (10.00%) Scala
Qualifications
1 1 (10.00%) BPSS Clearance
1 1 (10.00%) Degree
Quality Assurance & Compliance
1 1 (10.00%) Data Quality
Systems Management
1 4 (40.00%) Kibana
Vendors
1 2 (20.00%) Microsoft
2 1 (10.00%) Atlassian
2 1 (10.00%) hybris
2 1 (10.00%) Oracle
2 1 (10.00%) Salesforce.com
2 1 (10.00%) SAP
2 1 (10.00%) Tableau
2 1 (10.00%) Vertica