Period
to 19 January 2018

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 19 January 2018 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
19 Jan 2018
Same period 2017 Same period 2016
Rank 177 176 176
Rank change year-on-year -1 0 +30
Contract jobs citing Data Mining 16 10 17
As % of all contract IT jobs advertised in the East of England 0.34% 0.22% 0.33%
As % of the Database & Business Intelligence category 1.76% 1.06% 1.57%
Number of daily rates quoted 8 6 9
East of England median daily rate £420 £488 £388
Median daily rate % change year-on-year -13.85% +25.81% -22.50%
10th Percentile £313 £319 £325
90th Percentile £489 £556 £521
England median daily rate £438 £401 £425
% change year-on-year +9.24% -5.76% +6.25%
Number of hourly rates quoted 0 0 0
East of England median hourly rate - - -
England median hourly rate £30.50 £18.38 £17.75
% change year-on-year +65.99% +3.52% -51.37%

Data Mining is in the Databases and Business Intelligence category. The following 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 or business intelligence skills.

All Database and Business Intelligence Skills
East of England
Contract vacancies with a requirement for database or business intelligence skills 909 945 1,086
As % of all contract IT jobs advertised in the East of England 19.07% 20.93% 20.82%
Number of daily rates quoted 548 565 623
East of England median daily rate £413 £375 £385
Median daily rate % change year-on-year +10.00% -2.60% +2.67%
10th Percentile £300 £232 £236
90th Percentile £575 £538 £573
England median daily rate £470 £429 £425
% change year-on-year +9.43% +1.06% +6.25%
Number of hourly rates quoted 20 37 53
East of England median hourly rate £37.25 £37.50 £36.67
Median hourly rate % change year-on-year -0.67% +2.26% +68.60%
10th Percentile £18.73 £15.15 £14.50
90th Percentile £40.38 £45.85 £57.95
England median hourly rate £31.31 £27.50 £30.00
% change year-on-year +13.85% -8.33% +4.57%

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 19 January 2018.

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 19 January 2018. 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 +10 10 £420 +86.67% 2
Cambridgeshire -21 3 - - 5
Hertfordshire -6 2 £175 -61.11%
Bedfordshire -6 1 £550 +22.22%
Data Mining
England

For the 6 months to 19 January 2018, 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 12 (75.00%) SQL
2 11 (68.75%) Oracle
2 11 (68.75%) Validation
3 10 (62.50%) Scrum
3 10 (62.50%) Agile Software Development
3 10 (62.50%) MySQL
3 10 (62.50%) XML
3 10 (62.50%) XSLT
3 10 (62.50%) UML
3 10 (62.50%) Data Modelling
3 10 (62.50%) Ingres
3 10 (62.50%) Middleware
3 10 (62.50%) Data Mapping
3 10 (62.50%) Data Integration
4 9 (56.25%) Data Munging
5 8 (50.00%) Data Transformation
5 8 (50.00%) Wireframes
6 7 (43.75%) Data Flow Diagram
6 7 (43.75%) Requirements Analysis
6 7 (43.75%) Cost-Benefit Analysis
6 7 (43.75%) Statistical Analysis
7 6 (37.50%) Requirements Management
8 4 (25.00%) Visualisation
8 4 (25.00%) ETL
8 4 (25.00%) Data Management
8 4 (25.00%) DevOps
8 4 (25.00%) Analytics
9 3 (18.75%) Business Intelligence
9 3 (18.75%) Data Visualisation
10 2 (12.50%) NoSQL

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:

Applications
1 1 (6.25%) Microsoft Excel
Business Applications
1 1 (6.25%) Dynamics AX
1 1 (6.25%) Oracle ERP
Cloud Services
1 2 (12.50%) Data Lake Analytics
1 2 (12.50%) Microsoft Azure
Database & Business Intelligence
1 10 (62.50%) Ingres
1 10 (62.50%) MySQL
2 2 (12.50%) Azure SQL Data Warehouse
2 2 (12.50%) Big Data
2 2 (12.50%) Cosmos DB
2 2 (12.50%) Data Lake
2 2 (12.50%) Data Warehouse
2 2 (12.50%) HDInsight
2 2 (12.50%) Microsoft Analysis Services
2 2 (12.50%) NoSQL
2 2 (12.50%) Power BI
2 2 (12.50%) SQL Server
2 2 (12.50%) SQL Server Analysis Services
3 1 (6.25%) Hadoop
3 1 (6.25%) Oracle ODI
3 1 (6.25%) SQL Server Integration Services
General
1 2 (12.50%) Finance
2 1 (6.25%) Manufacturing
2 1 (6.25%) Pharmaceutical
Job Titles
1 11 (68.75%) Analyst
2 7 (43.75%) Business Analyst
3 3 (18.75%) Business Systems Analyst
3 3 (18.75%) Systems Analyst
4 2 (12.50%) Architect
4 2 (12.50%) Azure Architect
4 2 (12.50%) Data Architect
4 2 (12.50%) Lead Architect
4 2 (12.50%) Lead Data Architect
5 1 (6.25%) Agile Business Analyst
5 1 (6.25%) Business IT Analyst
5 1 (6.25%) Data Migration Manager
5 1 (6.25%) Data Scientist
5 1 (6.25%) Developer
5 1 (6.25%) IT Analyst
5 1 (6.25%) Migration Manager
5 1 (6.25%) Oracle Data Migration Manager
5 1 (6.25%) Senior Data Scientist
5 1 (6.25%) Technical Analyst
5 1 (6.25%) UML Analyst
Libraries, Frameworks & Software Standards
1 10 (62.50%) Middleware
1 10 (62.50%) XML
1 10 (62.50%) XSLT
Miscellaneous
1 2 (12.50%) Management Information System
2 1 (6.25%) Analytical Skills
2 1 (6.25%) Computer Science
2 1 (6.25%) Virtual Team
Processes & Methodologies
1 11 (68.75%) Validation
2 10 (62.50%) Agile Software Development
2 10 (62.50%) Data Integration
2 10 (62.50%) Data Mapping
2 10 (62.50%) Data Modelling
2 10 (62.50%) Scrum
2 10 (62.50%) UML
3 9 (56.25%) Data Munging
4 8 (50.00%) Data Transformation
4 8 (50.00%) Wireframes
5 7 (43.75%) Cost-Benefit Analysis
5 7 (43.75%) Data Flow Diagram
5 7 (43.75%) Requirements Analysis
5 7 (43.75%) Statistical Analysis
6 6 (37.50%) Requirements Management
7 4 (25.00%) Analytics
7 4 (25.00%) Data Management
7 4 (25.00%) DevOps
7 4 (25.00%) ETL
7 4 (25.00%) Visualisation
Programming Languages
1 12 (75.00%) SQL
2 1 (6.25%) Python
2 1 (6.25%) R
Qualifications
1 2 (12.50%) Security Cleared
2 1 (6.25%) Computer Science Degree
2 1 (6.25%) Degree
Quality Assurance & Compliance
1 1 (6.25%) Data Quality
1 1 (6.25%) QA
Vendors
1 11 (68.75%) Oracle
2 2 (12.50%) Microsoft
3 1 (6.25%) Alteryx
3 1 (6.25%) Ariba
3 1 (6.25%) Cognos
3 1 (6.25%) SAP
3 1 (6.25%) Tableau