The table below looks at the statistics for Data Mining skills in IT contracts advertised for the Cheshire 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 51 69 67
Rank change year-on-year
+18 -2
Contract jobs citing Data Mining 8 4 1
As % of all contract IT jobs located in Cheshire 1.19% 0.40% 0.13%
As % of the Database & Business Intelligence category 5.33% 2.26% 0.65%
Number of daily rates quoted 8 4 1
Median daily rate £401 £488 £400
Median daily rate % change year-on-year
-17.69% +21.87%
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
North West

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 Cheshire region.

Database & Business Intelligence Category
Cheshire
Contract IT job ads with a match in the
Database & Business Intelligence category
150 177 155
As % of all contract IT jobs located in Cheshire 22.39% 17.72% 20.75%
Number of daily rates quoted 107 126 78
Median daily rate £415 £425 £400
Median daily rate % change year-on-year
-2.35% +6.25%
90% offered a daily rate of more than £300 £288 £287
10% offered a daily rate of more than £650 £500 £475
UK excluding London median daily rate £400 £388 £363
% change year-on-year
+3.22% +6.89%
Number of hourly rates quoted 3 1 2
Median hourly rate £27.50 £17.50 £36.00
Median hourly rate % change year-on-year
+57.14% -51.38%
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 Cheshire

The demand trend of contract jobs across the Cheshire 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 Cheshire

Data Mining
Daily Rate Trend in Cheshire

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

Data Mining Daily Rate Trend in Cheshire

Data Mining
Daily Rate Histogram in Cheshire

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Mining across the Cheshire region over the 3 months to 6 December 2016.

Data Mining Daily Rate Histogram in Cheshire

Data Mining
Hourly Rate Trend in Cheshire

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

Data Mining Hourly Rate Trend in Cheshire

Data Mining
Contract Job Locations in Cheshire

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 Cheshire 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
Chester +4 6 £401 -15.52% 2
Data Mining
North West

Data Mining
Top 30 Related IT Skills in Cheshire

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 Cheshire region with a requirement for Data Mining.

1 10 (90.91%) SQL
2 9 (81.82%) Agile Software Development
2 9 (81.82%) Tableau
3 8 (72.73%) ETL
4 7 (63.64%) Business Intelligence
5 6 (54.55%) Data Warehouse
5 6 (54.55%) Scrum
5 6 (54.55%) Data Analysis
5 6 (54.55%) Open Source
5 6 (54.55%) Visualisation
6 5 (45.45%) Analytics
6 5 (45.45%) Performance Tuning
7 4 (36.36%) Finance
7 4 (36.36%) Performance Monitoring
7 4 (36.36%) Talend
7 4 (36.36%) Talend Open Studio
7 4 (36.36%) Performance Optimisation
8 3 (27.27%) Data Analytics
8 3 (27.27%) Linux
9 2 (18.18%) UML
9 2 (18.18%) Apache
9 2 (18.18%) Java
9 2 (18.18%) CRM
9 2 (18.18%) Stakeholder Management
9 2 (18.18%) PostgreSQL
9 2 (18.18%) Business Analysis
9 2 (18.18%) Amazon Redshift
9 2 (18.18%) Kanban
9 2 (18.18%) User Stories
9 2 (18.18%) Vertica

Data Mining
Top Related IT Skills in Cheshire 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 2 (18.18%) Apache
1 2 (18.18%) Apache Spark
Cloud Services
1 1 (9.09%) Cloud Computing
1 1 (9.09%) GitHub
Communications & Networking
1 1 (9.09%) Network Security
Database & Business Intelligence
1 6 (54.55%) Data Warehouse
2 2 (18.18%) Amazon Redshift
2 2 (18.18%) Big Data
2 2 (18.18%) MongoDB
2 2 (18.18%) PostgreSQL
3 1 (9.09%) SQL Server
3 1 (9.09%) SQL Server Analysis Services
3 1 (9.09%) SQL Server Integration Services
3 1 (9.09%) SQL Server Reporting Services
Development Applications
1 4 (36.36%) Talend Open Studio
2 1 (9.09%) Jenkins
General
1 4 (36.36%) Finance
2 1 (9.09%) Marketing
Job Titles
1 5 (45.45%) Developer
2 3 (27.27%) Tableau Developer
3 2 (18.18%) Agile Business Analyst
3 2 (18.18%) Analyst
3 2 (18.18%) Business Analyst
3 2 (18.18%) Business Intelligence Developer
3 2 (18.18%) Business Systems Analyst
3 2 (18.18%) Data Business Analyst
3 2 (18.18%) Data Engineer
3 2 (18.18%) Systems Analyst
4 1 (9.09%) Business Intelligence Manager
4 1 (9.09%) Business Intelligence Project Manager
4 1 (9.09%) DBA
4 1 (9.09%) Project Manager
4 1 (9.09%) SQL DBA
4 1 (9.09%) SQL Developer
4 1 (9.09%) Web Engineer
Libraries, Frameworks & Software Standards
1 1 (9.09%) Kafka
Miscellaneous
1 6 (54.55%) Visualisation
2 2 (18.18%) Data Structures
3 1 (9.09%) Digital Media
3 1 (9.09%) Mathematics
3 1 (9.09%) Statistics
Operating Systems
1 3 (27.27%) Linux
Processes & Methodologies
1 9 (81.82%) Agile Software Development
2 8 (72.73%) ETL
3 7 (63.64%) Business Intelligence
4 6 (54.55%) Data Analysis
4 6 (54.55%) Open Source
4 6 (54.55%) Scrum
5 5 (45.45%) Analytics
5 5 (45.45%) Performance Tuning
6 4 (36.36%) Performance Monitoring
6 4 (36.36%) Performance Optimisation
7 3 (27.27%) Data Analytics
8 2 (18.18%) Business Analysis
8 2 (18.18%) CRM
8 2 (18.18%) Data Engineering
8 2 (18.18%) Data Visualisation
8 2 (18.18%) Kanban
8 2 (18.18%) Stakeholder Management
8 2 (18.18%) UML
8 2 (18.18%) Use Case
8 2 (18.18%) User Stories
Programming Languages
1 10 (90.91%) SQL
2 2 (18.18%) Java
2 2 (18.18%) R
3 1 (9.09%) JavaScript
3 1 (9.09%) PHP
3 1 (9.09%) Python
Qualifications
1 1 (9.09%) Degree
Vendors
1 9 (81.82%) Tableau
2 4 (36.36%) Talend
3 2 (18.18%) Atlassian
3 2 (18.18%) Vertica