Period
to 17 December 2017

The following table provides summary statistics for contract job vacancies advertised in Newbury 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 17 December 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
Berkshire > Newbury
6 months to
17 Dec 2017
Same period 2016 Same period 2015
Rank 32 - -
Rank change year-on-year - - +29
Contract jobs citing Data Mining 7 0 0
As % of all contract IT jobs advertised in Newbury 2.06% - -
As % of the Database & Business Intelligence category 8.86% - -
Number of daily rates quoted 3 0 0
Newbury median daily rate £438 - -
Berkshire median daily rate £445 £388 £265
% change year-on-year +14.84% +46.23% -37.65%
Number of hourly rates quoted 0 0 0
Newbury median hourly rate - - -
Berkshire median hourly rate - - £15.00

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 Newbury with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Newbury
Contract vacancies with a requirement for database or business intelligence skills 79 23 52
As % of all contract IT jobs advertised in Newbury 23.24% 9.50% 14.44%
Number of daily rates quoted 52 6 12
Newbury median daily rate £441 £398 £325
Median daily rate % change year-on-year +11.01% +22.31% -11.86%
10th Percentile £323 £275 £251
90th Percentile £525 £531 £398
Berkshire median daily rate £425 £413 £400
% change year-on-year +3.03% +3.13% +9.97%
Number of hourly rates quoted 0 1 0
Newbury median hourly rate - £11.96 -
Berkshire median hourly rate £23.49 £9.50 £13.15
% change year-on-year +147.26% -27.76% -61.32%

Data Mining
Job Vacancy Trend in Newbury

Job postings citing Data Mining as a percentage of all IT jobs advertised in Newbury.

Job vacancy trend for Data Mining in Newbury

Data Mining
Contractor Daily Rate Trend in Newbury

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

Contractor daily rate trend for Data Mining in Newbury

For the 6 months to 17 December 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 Newbury region with a requirement for Data Mining.

1 7 (100.00%) Data Warehouse
1 7 (100.00%) Data Modelling
1 7 (100.00%) Business Intelligence
1 7 (100.00%) Analytics
1 7 (100.00%) SDLC
2 6 (85.71%) SQL Server Integration Services
2 6 (85.71%) Microsoft
2 6 (85.71%) SQL Server
2 6 (85.71%) SQL
2 6 (85.71%) SQL Server Reporting Services
2 6 (85.71%) ETL
2 6 (85.71%) SQL Server Analysis Services
3 5 (71.43%) Data Mart
4 4 (57.14%) MDX
4 4 (57.14%) Analytical Skills
4 4 (57.14%) T-SQL
4 4 (57.14%) Agile Software Development
4 4 (57.14%) Microsoft Analysis Services
5 2 (28.57%) Tableau
5 2 (28.57%) Informatica
6 1 (14.29%) Apache Spark
6 1 (14.29%) Oozie
6 1 (14.29%) Teradata
6 1 (14.29%) J2EE
6 1 (14.29%) Oracle
6 1 (14.29%) Java
6 1 (14.29%) SOA
6 1 (14.29%) Oracle SOA Suite
6 1 (14.29%) Big Data
6 1 (14.29%) Cloudera

Data Mining
Co-occurring IT Skills in Newbury 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 Spark
1 1 (14.29%) Oracle SOA Suite
Database & Business Intelligence
1 7 (100.00%) Data Warehouse
2 6 (85.71%) SQL Server
2 6 (85.71%) SQL Server Analysis Services
2 6 (85.71%) SQL Server Integration Services
2 6 (85.71%) SQL Server Reporting Services
3 5 (71.43%) Data Mart
4 4 (57.14%) Microsoft Analysis Services
5 1 (14.29%) Apache Hive
5 1 (14.29%) Big Data
5 1 (14.29%) Hadoop
5 1 (14.29%) Oracle Exadata
Job Titles
1 5 (71.43%) Developer
1 5 (71.43%) SSAS Developer
2 2 (28.57%) Business Intelligence Developer
2 2 (28.57%) SQL Developer
2 2 (28.57%) SQL Server Developer
2 2 (28.57%) SSIS Developer
3 1 (14.29%) Architect
3 1 (14.29%) Big Data Architect
3 1 (14.29%) Big Data Solutions Architect
3 1 (14.29%) Business Intelligence Architect
3 1 (14.29%) Business Intelligence Solutions Architect
3 1 (14.29%) Business Intelligence Specialist
3 1 (14.29%) Data Architect
3 1 (14.29%) Hadoop Architect
3 1 (14.29%) Lead Developer
3 1 (14.29%) Lead SQL Server Developer
3 1 (14.29%) Solutions Architect
3 1 (14.29%) SQL BI Developer
3 1 (14.29%) SQL Server BI Developer
3 1 (14.29%) SSRS Developer
Libraries, Frameworks & Software Standards
1 4 (57.14%) MDX
2 1 (14.29%) J2EE
Miscellaneous
1 4 (57.14%) Analytical Skills
Processes & Methodologies
1 7 (100.00%) Analytics
1 7 (100.00%) Business Intelligence
1 7 (100.00%) Data Modelling
1 7 (100.00%) SDLC
2 6 (85.71%) ETL
3 4 (57.14%) Agile Software Development
4 1 (14.29%) Data Analytics
4 1 (14.29%) Multithreading
4 1 (14.29%) SOA
Programming Languages
1 6 (85.71%) SQL
2 4 (57.14%) T-SQL
3 1 (14.29%) Java
Systems Management
1 1 (14.29%) Oozie
Vendors
1 6 (85.71%) Microsoft
2 2 (28.57%) Informatica
2 2 (28.57%) Tableau
3 1 (14.29%) Cloudera
3 1 (14.29%) Oracle
3 1 (14.29%) Teradata