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 17 January 2017 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
17 Jan 2017
Same period 2016 Same period 2015
Predictive Analytics
South East / Berkshire
Rank 107 112 -
Rank change year-on-year
+5 -
Contract jobs citing Predictive Analytics 1 1 0
As % of all contract IT jobs located in Berkshire 0.051% 0.041% -
As % of the Processes & Methodologies category 0.063% 0.053% -
Number of daily rates quoted 1 1 0
Median daily rate £360 £550 -
Median daily rate % change year-on-year
-34.54% -
UK excluding London median daily rate £460 £900 £438
% change year-on-year
-48.88% +105.71%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - £28.74

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
1590 1896 1865
As % of all contract IT jobs located in Berkshire 80.67% 78.44% 74.60%
Number of daily rates quoted 795 993 989
Median daily rate £425 £400 £400
Median daily rate % change year-on-year
+6.25% -
90% offered a daily rate of more than £276 £275 £270
10% offered a daily rate of more than £525 £525 £525
UK excluding London median daily rate £410 £400 £390
% change year-on-year
+2.50% +2.56%
Number of hourly rates quoted 47 75 22
Median hourly rate £23.34 £17.50 £20.25
Median hourly rate % change year-on-year
+33.37% -13.58%
90% offered a hourly rate of more than £11.60 £11.42 £15.50
10% offered a hourly rate of more than £55.00 £55.00 £35.50
UK excluding London median hourly rate £34.50 £39.00 £25.50
% change year-on-year
-11.53% +52.94%

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
Contract Job Locations in Berkshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Predictive Analytics within the Berkshire region over the 3 months to 17 January 2017. 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 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
Reading - 1 £360 -
Predictive Analytics
South East

Predictive Analytics
Top 30 Related IT Skills in Berkshire

For the 6 months to 17 January 2017, 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 13 (100.00%) Analytics
2 12 (92.31%) Data Modelling
2 12 (92.31%) Visualisation
2 12 (92.31%) Data Visualisation
3 10 (76.92%) Machine Learning
3 10 (76.92%) Hadoop
4 9 (69.23%) Elasticsearch
4 9 (69.23%) Big Data
4 9 (69.23%) SaaS
4 9 (69.23%) PaaS
4 9 (69.23%) Apache Solr
4 9 (69.23%) Mathematics
4 9 (69.23%) Computer Science
4 9 (69.23%) Data Security
4 9 (69.23%) Business Intelligence
4 9 (69.23%) PhD
5 8 (61.54%) Data Warehouse
5 8 (61.54%) Java
5 8 (61.54%) Degree
5 8 (61.54%) Data Governance
6 3 (23.08%) Database Optimisation
6 3 (23.08%) SDLC
6 3 (23.08%) Data Migration
6 3 (23.08%) Project Management
6 3 (23.08%) Migration
6 3 (23.08%) Data Management
7 1 (7.69%) SciPy
7 1 (7.69%) NumPy
7 1 (7.69%) Apache Hive
7 1 (7.69%) R

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 9 (69.23%) Apache Solr
1 9 (69.23%) Elasticsearch
2 1 (7.69%) Apache Pig
2 1 (7.69%) Apache Spark
2 1 (7.69%) SAS
Applications
1 1 (7.69%) SPSS
Cloud Services
1 9 (69.23%) PaaS
1 9 (69.23%) SaaS
2 1 (7.69%) Amazon AWS
Database & Business Intelligence
1 10 (76.92%) Hadoop
2 9 (69.23%) Big Data
3 8 (61.54%) Data Warehouse
4 1 (7.69%) Apache Hive
Job Titles
1 12 (92.31%) Architect
1 12 (92.31%) Data Architect
2 8 (61.54%) Hadoop Architect
2 8 (61.54%) Java Architect
2 8 (61.54%) Solr Architect
3 2 (15.38%) Data Scientist
4 1 (7.69%) Data Modeller
4 1 (7.69%) Machine Learning Scientist
Libraries, Frameworks & Software Standards
1 1 (7.69%) NumPy
1 1 (7.69%) Pandas
1 1 (7.69%) scikit-learn
1 1 (7.69%) SciPy
Miscellaneous
1 12 (92.31%) Visualisation
2 9 (69.23%) Computer Science
2 9 (69.23%) Mathematics
3 1 (7.69%) Algorithms
3 1 (7.69%) Artificial Intelligence
3 1 (7.69%) Smart Energy
3 1 (7.69%) Statistics
Processes & Methodologies
1 13 (100.00%) Analytics
2 12 (92.31%) Data Modelling
2 12 (92.31%) Data Visualisation
3 10 (76.92%) Machine Learning
4 9 (69.23%) Business Intelligence
4 9 (69.23%) Data Security
5 8 (61.54%) Data Governance
6 3 (23.08%) Data Management
6 3 (23.08%) Data Migration
6 3 (23.08%) Database Optimisation
6 3 (23.08%) Migration
6 3 (23.08%) Project Management
6 3 (23.08%) SDLC
7 1 (7.69%) Data Analysis
7 1 (7.69%) Linear Regression
7 1 (7.69%) Predictive Analysis
Programming Languages
1 8 (61.54%) Java
2 1 (7.69%) Python
2 1 (7.69%) R
Qualifications
1 9 (69.23%) PhD
2 8 (61.54%) Degree