Period
to 25 July 2017

The following table provides summary statistics for contract job vacancies advertised in the East of England with a requirement for Data Mining skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Mining over the 6 months to 25 July 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Mining
England > East of England
6 months to
25 Jul 2017
Same period 2016 Same period 2015
Rank 176 175 193
Rank change year-on-year -1 +18 +13
Contract jobs citing Data Mining 28 14 18
As % of all contract IT jobs advertised in the East of England 0.60% 0.27% 0.30%
As % of the Database & Business Intelligence category 3.08% 1.38% 1.31%
Number of daily rates quoted 19 11 6
East of England median daily rate £420 £400 £425
Median daily rate % change year-on-year +5.00% -5.88% +9.68%
10th Percentile £350 £313 £408
90th Percentile £488 £475 £453
England median daily rate £450 £425 £400
% change year-on-year +5.88% +6.25% -11.11%
Number of hourly rates quoted 1 0 0
East of England median hourly rate £12.00 - -
England median hourly rate £21.50 £37.50 £30.75
% change year-on-year -42.67% +21.95% +2.50%

Data Mining is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in the East of England with a requirement for database and business intelligence skills.

Contract Database & Business Intelligence Skills
East of England
Contract job vacancies with a requirement for database and business intelligence skills 908 1016 1369
As % of all contract IT job vacancies advertised in the East of England 19.44% 19.70% 23.02%
Number of daily rates quoted 530 613 807
East of England median daily rate £400 £390 £375
Median daily rate % change year-on-year +2.56% +4.00% +6.84%
10th Percentile £263 £233 £224
90th Percentile £565 £508 £550
England median daily rate £450 £425 £400
% change year-on-year +5.88% +6.25% +3.23%
Number of hourly rates quoted 15 38 53
East of England median hourly rate £31.00 £35.00 £32.10
Median hourly rate % change year-on-year -11.43% +9.03% -8.29%
10th Percentile £15.21 £25.88 £14.17
90th Percentile £38.75 £46.00 £47.50
England median hourly rate £30.00 £30.25 £25.00
% change year-on-year -0.83% +21.00% -12.66%

Data Mining
Job Vacancy Trend in the East of England

Job postings citing Data Mining as a percentage of all IT jobs advertised in the East of England.

Job vacancy trend for Data Mining in the East of England

Data Mining
Contractor Daily Rate Trend in the East of England

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

Contractor daily rate trend for Data Mining in the East of England

Data Mining
Contractor Daily Rate Histogram in the East of England

The daily rate distribution of IT jobs citing Data Mining in the East of England over the 6 months to 25 July 2017.

Contractor daily rate histogram for Data Mining in the East of England

Data Mining
Contractor Hourly Rate Trend in the East of England

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

Contractor hourly rate trend for Data Mining 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 6 months to 25 July 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Essex - 13 £407 -
Cambridgeshire -3 4 £355 -5.33% 2
Bedfordshire -10 4 £400 -9.86%
Norfolk +4 3 £475 +304.26%
Hertfordshire - 3 £413 -
Suffolk +13 1 - -
Data Mining
England

For the 6 months to 25 July 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 16 (57.14%) Data Modelling
1 16 (57.14%) Data Mapping
2 15 (53.57%) SQL
2 15 (53.57%) Oracle
3 14 (50.00%) MySQL
3 14 (50.00%) Data Integration
4 13 (46.43%) Data Munging
4 13 (46.43%) Ingres
4 13 (46.43%) UML
4 13 (46.43%) Middleware
5 11 (39.29%) Validation
5 11 (39.29%) Agile Software Development
6 10 (35.71%) Statistical Analysis
6 10 (35.71%) Requirements Management
6 10 (35.71%) Requirements Analysis
6 10 (35.71%) Scrum
6 10 (35.71%) XML
6 10 (35.71%) XSLT
6 10 (35.71%) Data Transformation
7 9 (32.14%) Wireframes
7 9 (32.14%) Finance
7 9 (32.14%) Cost-Benefit Analysis
8 8 (28.57%) Data Flow Diagram
9 6 (21.43%) Business Process Modelling
10 5 (17.86%) Malware Analysis
10 5 (17.86%) Machine Learning
10 5 (17.86%) Cybersecurity
10 5 (17.86%) SIEM
11 4 (14.29%) Hadoop
11 4 (14.29%) Data Analytics

Data Mining
Co-occurring 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 2 (7.14%) SAS
2 1 (3.57%) Confluence
Applications
1 2 (7.14%) Microsoft Excel
1 2 (7.14%) Microsoft Office
1 2 (7.14%) MS Visio
Business Applications
1 2 (7.14%) Dynamics AX
Cloud Services
1 3 (10.71%) Akamai
1 3 (10.71%) Sumo Logic
Communications & Networking
1 3 (10.71%) Network Security
Database & Business Intelligence
1 14 (50.00%) MySQL
2 13 (46.43%) Ingres
3 4 (14.29%) Hadoop
4 1 (3.57%) Oracle Database
4 1 (3.57%) SQL Server
4 1 (3.57%) SQL Server Integration Services
Development Applications
1 1 (3.57%) JIRA
General
1 9 (32.14%) Finance
2 2 (7.14%) Law
2 2 (7.14%) Legal
2 2 (7.14%) Manufacturing
2 2 (7.14%) Pharmaceutical
Job Titles
1 24 (85.71%) Analyst
2 10 (35.71%) Business Analyst
3 6 (21.43%) Data Analyst
4 4 (14.29%) Security Analyst
5 3 (10.71%) Business Systems Analyst
5 3 (10.71%) Network Analyst
5 3 (10.71%) Network Security Analyst
5 3 (10.71%) Systems Analyst
5 3 (10.71%) Technical Analyst
6 2 (7.14%) Business Process Analyst
6 2 (7.14%) Consultant
6 2 (7.14%) Process Analyst
6 2 (7.14%) Technical Business Analyst
7 1 (3.57%) Data Consultant
7 1 (3.57%) Financial Analyst
7 1 (3.57%) IT Business Analyst
7 1 (3.57%) Operations Analyst
7 1 (3.57%) Oracle DBA
7 1 (3.57%) SQL DBA
7 1 (3.57%) Team Leader
Libraries, Frameworks & Software Standards
1 13 (46.43%) Middleware
2 10 (35.71%) XML
2 10 (35.71%) XSLT
Miscellaneous
1 3 (10.71%) Management Information System
2 2 (7.14%) Analytical Skills
2 2 (7.14%) Smart Meter
2 2 (7.14%) User Experience
2 2 (7.14%) Virtual Team
3 1 (3.57%) Algorithms
3 1 (3.57%) Computer Science
3 1 (3.57%) Cyber Attack
3 1 (3.57%) Data Structures
Operating Systems
1 1 (3.57%) Unix
Processes & Methodologies
1 16 (57.14%) Data Mapping
1 16 (57.14%) Data Modelling
2 14 (50.00%) Data Integration
3 13 (46.43%) Data Munging
3 13 (46.43%) UML
4 11 (39.29%) Agile Software Development
4 11 (39.29%) Validation
5 10 (35.71%) Data Transformation
5 10 (35.71%) Requirements Analysis
5 10 (35.71%) Requirements Management
5 10 (35.71%) Scrum
5 10 (35.71%) Statistical Analysis
6 9 (32.14%) Cost-Benefit Analysis
6 9 (32.14%) Wireframes
7 8 (28.57%) Data Flow Diagram
8 6 (21.43%) Business Process Modelling
9 5 (17.86%) Cybersecurity
9 5 (17.86%) Machine Learning
9 5 (17.86%) Malware Analysis
9 5 (17.86%) SIEM
Programming Languages
1 15 (53.57%) SQL
2 1 (3.57%) Java
2 1 (3.57%) PL/SQL
2 1 (3.57%) PowerShell
2 1 (3.57%) Python
2 1 (3.57%) R
2 1 (3.57%) Scala
Qualifications
1 1 (3.57%) BPSS Clearance
1 1 (3.57%) Degree
1 1 (3.57%) SC Cleared
1 1 (3.57%) Security Cleared
Quality Assurance & Compliance
1 3 (10.71%) Data Quality
2 2 (7.14%) Disclosure Scotland
Systems Management
1 1 (3.57%) Oracle EDQ
Vendors
1 15 (53.57%) Oracle
2 3 (10.71%) Imperva
2 3 (10.71%) Incapsula
3 2 (7.14%) Ariba
3 2 (7.14%) IBM
3 2 (7.14%) SAP
3 2 (7.14%) Splunk
4 1 (3.57%) Atlassian
4 1 (3.57%) DataFlux
4 1 (3.57%) HP