The table below looks at the statistics for Predictive Analytics skills in IT contracts advertised for the Berkshire region. Included is a guide to the contractor rates offered in IT contracts that have cited Predictive Analytics over the 3 months to 28 July 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
28 Jul 2016
Same period 2015 Same period 2014
Predictive Analytics
Rank 120 - -
Rank change year-on-year
- 0
Contract jobs citing Predictive Analytics 2 0 0
As % of all contract IT jobs located in Berkshire 0.085% - -
As % of the Processes & Methodologies category 0.11% - -
Number of daily rates quoted 2 0 0
Median daily rate £388 - -
UK excluding London median daily rate £388 £275 £400
% change year-on-year
+40.90% -31.25%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - £18.68 £16.52
% change year-on-year
- +13.07%
Predictive Analytics
South East

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the Berkshire region.

Processes & Methodologies Category
Berkshire
Contract IT job ads with a match in the
Processes & Methodologies category
1884 1986 1940
As % of all contract IT jobs located in Berkshire 80.00% 77.25% 77.11%
Number of daily rates quoted 1009 1070 918
Median daily rate £425 £375 £375
Median daily rate % change year-on-year
+13.33% -
90% offered a daily rate of more than £288 £245 £245
10% offered a daily rate of more than £538 £523 £500
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 66 72 21
Median hourly rate £19.61 £30.00 £19.00
Median hourly rate % change year-on-year
-34.63% +57.89%
90% offered a hourly rate of more than £12.42 £14.50 £13.60
10% offered a hourly rate of more than £32.15 £41.46 £44.50
UK excluding London median hourly rate £30.00 £30.00 £26.98
% change year-on-year
- +11.21%

Predictive Analytics
Jobs Demand Trend in Berkshire

The demand trend of contract jobs across the Berkshire region citing Predictive Analytics as a proportion of all IT contracts with a match in the Processes & Methodologies category.

Predictive Analytics Jobs Demand Trend in Berkshire

Predictive Analytics
Daily Rate Trend in Berkshire

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Predictive Analytics across the Berkshire region.

Predictive Analytics Daily Rate Trend in Berkshire

Predictive Analytics
Top 30 Related IT Skills in Berkshire

For the 6 months to 28 July 2016, IT contractor jobs citing Predictive Analytics 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 Berkshire region with a requirement for Predictive Analytics.

1 4 (100.00%) Business Intelligence
1 4 (100.00%) Analytics
2 3 (75.00%) Apache Pig
2 3 (75.00%) Data Analysis
2 3 (75.00%) Artificial Intelligence
2 3 (75.00%) SAS
2 3 (75.00%) Python
2 3 (75.00%) PhD
2 3 (75.00%) SPSS
2 3 (75.00%) Statistics
2 3 (75.00%) Mathematics
2 3 (75.00%) Computer Science
2 3 (75.00%) Hadoop
2 3 (75.00%) Visualisation
2 3 (75.00%) SciPy
2 3 (75.00%) NumPy
2 3 (75.00%) Apache Hive
2 3 (75.00%) R
2 3 (75.00%) Data Visualisation
2 3 (75.00%) Machine Learning
2 3 (75.00%) Big Data
2 3 (75.00%) Pandas
2 3 (75.00%) Apache Spark
2 3 (75.00%) Algorithms
2 3 (75.00%) Linear Regression
2 3 (75.00%) scikit-learn
2 3 (75.00%) Smart Energy
2 3 (75.00%) Predictive Analysis
3 1 (25.00%) Management Information System
3 1 (25.00%) Data Management

Predictive Analytics
Top Related IT Skills in Berkshire 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 3 (75.00%) Apache Pig
1 3 (75.00%) Apache Spark
1 3 (75.00%) SAS
Applications
1 3 (75.00%) SPSS
Database & Business Intelligence
1 3 (75.00%) Apache Hive
1 3 (75.00%) Big Data
1 3 (75.00%) Hadoop
2 1 (25.00%) Data Mining
2 1 (25.00%) DB2
2 1 (25.00%) IBM InfoSphere
2 1 (25.00%) OLAP
Job Titles
1 3 (75.00%) Data Scientist
1 3 (75.00%) Machine Learning Scientist
2 1 (25.00%) Applications Developer
2 1 (25.00%) Cognos Developer
2 1 (25.00%) DB2 Developer
2 1 (25.00%) Developer
Libraries, Frameworks & Software Standards
1 3 (75.00%) NumPy
1 3 (75.00%) Pandas
1 3 (75.00%) scikit-learn
1 3 (75.00%) SciPy
Miscellaneous
1 3 (75.00%) Algorithms
1 3 (75.00%) Artificial Intelligence
1 3 (75.00%) Computer Science
1 3 (75.00%) Mathematics
1 3 (75.00%) Smart Energy
1 3 (75.00%) Statistics
1 3 (75.00%) Visualisation
2 1 (25.00%) Management Information System
Processes & Methodologies
1 4 (100.00%) Analytics
1 4 (100.00%) Business Intelligence
2 3 (75.00%) Data Analysis
2 3 (75.00%) Data Visualisation
2 3 (75.00%) Linear Regression
2 3 (75.00%) Machine Learning
2 3 (75.00%) Predictive Analysis
3 1 (25.00%) Data Management
3 1 (25.00%) Information Management
Programming Languages
1 3 (75.00%) Python
1 3 (75.00%) R
Qualifications
1 3 (75.00%) PhD
Vendors
1 1 (25.00%) Cognos
1 1 (25.00%) IBM