The table below looks at the statistics for Data Mining skills in IT contracts advertised for the Manchester region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Mining over the 3 months to 28 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
28 Feb 2017
Same period 2016 Same period 2015
Data Mining
North West / Manchester
Rank 86 100 90
Rank change year-on-year
+14 -10
Contract jobs citing Data Mining 7 3 3
As % of all contract IT jobs located in Manchester 0.52% 0.17% 0.20%
As % of the Database & Business Intelligence category 2.02% 0.83% 0.85%
Number of daily rates quoted 3 3 3
Median daily rate £288 £400 £450
Median daily rate % change year-on-year
-28.12% -11.11%
90% offered a daily rate of more than £278 £380 £290
10% offered a daily rate of more than £418 £480 £490
UK excluding London median daily rate £325 £370 £338
% change year-on-year
-12.16% +9.62%
Number of hourly rates quoted 1 0 0
Median hourly rate £21.00 - -
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 Manchester region.

Database & Business Intelligence Category
Manchester
Contract IT job ads with a match in the
Database & Business Intelligence category
346 360 355
As % of all contract IT jobs located in Manchester 25.72% 20.04% 23.56%
Number of daily rates quoted 226 211 220
Median daily rate £375 £375 £350
Median daily rate % change year-on-year
- +7.14%
90% offered a daily rate of more than £295 £275 £275
10% offered a daily rate of more than £500 £525 £500
UK excluding London median daily rate £400 £375 £375
% change year-on-year
+6.66% -
Number of hourly rates quoted 2 3 4
Median hourly rate £35.00 £17.00 £25.00
Median hourly rate % change year-on-year
+105.88% -32.00%
UK excluding London median hourly rate £35.00 £32.50 £32.50
% change year-on-year
+7.69% -

Data Mining
Jobs Demand Trend in Manchester

The demand trend of contract jobs across the Manchester 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 Manchester

Data Mining
Daily Rate Trend in Manchester

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

Data Mining Daily Rate Trend in Manchester

Data Mining
Daily Rate Histogram in Manchester

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Mining across the Manchester region over the 3 months to 28 February 2017.

Data Mining Daily Rate Histogram in Manchester

Data Mining
Hourly Rate Trend in Manchester

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

Data Mining Hourly Rate Trend in Manchester

Data Mining
Contract Job Locations in Manchester

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 Manchester region over the 3 months to 28 February 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
Stockport - 1 £450 -
Data Mining
North West

Data Mining
Top 30 Related IT Skills in Manchester

For the 6 months to 28 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 Manchester region with a requirement for Data Mining.

1 6 (85.71%) SQL
1 6 (85.71%) Analytical Skills
2 4 (57.14%) Data Modelling
3 3 (42.86%) Business Intelligence
3 3 (42.86%) Information Security
3 3 (42.86%) Statistics
3 3 (42.86%) Kalman Filter
3 3 (42.86%) Identity Access Management
3 3 (42.86%) Process Improvement
4 2 (28.57%) Analytics
4 2 (28.57%) Infrastructure Management
4 2 (28.57%) Performance Tuning
4 2 (28.57%) Performance Monitoring
4 2 (28.57%) Server Monitoring
4 2 (28.57%) Learning Management System
4 2 (28.57%) Hadoop
4 2 (28.57%) Visualisation
4 2 (28.57%) Microsoft Azure
4 2 (28.57%) SQL Server Analysis Services
4 2 (28.57%) PowerShell
4 2 (28.57%) R
4 2 (28.57%) Data Visualisation
4 2 (28.57%) Tableau
4 2 (28.57%) Power BI
4 2 (28.57%) SQL Server 2016
4 2 (28.57%) Azure Active Directory
4 2 (28.57%) KNIME
4 2 (28.57%) SQL Server Integration Services
4 2 (28.57%) Agile Software Development
4 2 (28.57%) SQL Server Reporting Services

Data Mining
Top Related IT Skills in Manchester 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 (14.29%) Apache Pig
1 1 (14.29%) SAS
Applications
1 2 (28.57%) SPSS
Cloud Services
1 2 (28.57%) Azure Active Directory
1 2 (28.57%) Microsoft Azure
2 1 (14.29%) Amazon AWS
2 1 (14.29%) Amazon EMR
2 1 (14.29%) Cloud Computing
Database & Business Intelligence
1 2 (28.57%) Hadoop
1 2 (28.57%) KNIME
1 2 (28.57%) Power BI
1 2 (28.57%) SQL Server
1 2 (28.57%) SQL Server 2016
1 2 (28.57%) SQL Server Analysis Services
1 2 (28.57%) SQL Server Integration Services
1 2 (28.57%) SQL Server Reporting Services
2 1 (14.29%) Apache Hive
2 1 (14.29%) Big Data
2 1 (14.29%) Data Warehouse
2 1 (14.29%) NoSQL
Job Titles
1 4 (57.14%) Analyst
2 3 (42.86%) Data Analyst
3 2 (28.57%) DBA
3 2 (28.57%) Developer
3 2 (28.57%) PowerShell Developer
3 2 (28.57%) SQL DBA
3 2 (28.57%) SQL Developer
3 2 (28.57%) SQL Server DBA
3 2 (28.57%) SQL Server Developer
3 2 (28.57%) SSIS Developer
4 1 (14.29%) Architect
4 1 (14.29%) Big Data Architect
4 1 (14.29%) Data Architect
4 1 (14.29%) Information Analyst
4 1 (14.29%) Information Security Analyst
4 1 (14.29%) Security Analyst
4 1 (14.29%) Solutions Architect
Libraries, Frameworks & Software Standards
1 1 (14.29%) Web Services
Miscellaneous
1 6 (85.71%) Analytical Skills
2 2 (28.57%) Learning Management System
Processes & Methodologies
1 4 (57.14%) Data Modelling
2 3 (42.86%) Business Intelligence
2 3 (42.86%) Identity Access Management
2 3 (42.86%) Information Security
2 3 (42.86%) Kalman Filter
2 3 (42.86%) Process Improvement
2 3 (42.86%) Statistics
3 2 (28.57%) Agile Software Development
3 2 (28.57%) Analytics
3 2 (28.57%) Data Visualisation
3 2 (28.57%) Infrastructure Management
3 2 (28.57%) Performance Monitoring
3 2 (28.57%) Performance Tuning
3 2 (28.57%) Server Monitoring
3 2 (28.57%) Visualisation
4 1 (14.29%) Business Development
4 1 (14.29%) Information Management
4 1 (14.29%) Project Management
4 1 (14.29%) Stakeholder Management
4 1 (14.29%) Strategic Planning
Programming Languages
1 6 (85.71%) SQL
2 2 (28.57%) PowerShell
2 2 (28.57%) R
System Software
1 2 (28.57%) Active Directory
Vendors
1 2 (28.57%) Microsoft
1 2 (28.57%) Tableau