The table below looks at the statistics for Predictive Modelling skills in IT contracts advertised for the South East region. Included is a guide to the contractor rates offered in IT contracts that have cited Predictive Modelling over the 3 months to 9 December 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
9 Dec 2016
Same period 2015 Same period 2014
Predictive Modelling
Rank 235 - -
Rank change year-on-year
- 0
Contract jobs citing Predictive Modelling 7 0 0
As % of all contract IT jobs located in the South East 0.090% - -
As % of the Processes & Methodologies category 0.11% - -
Number of daily rates quoted 2 0 0
Median daily rate £358 - -
UK excluding London median daily rate £298 £463 £338
% change year-on-year
-35.67% +37.03%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -
Predictive Modelling
England

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

Processes & Methodologies Category
South East
Contract IT job ads with a match in the
Processes & Methodologies category
6198 7544 7563
As % of all contract IT jobs located in the South East 80.10% 79.73% 76.46%
Number of daily rates quoted 3669 4446 4233
Median daily rate £425 £400 £380
Median daily rate % change year-on-year
+6.25% +5.26%
90% offered a daily rate of more than £275 £275 £250
10% offered a daily rate of more than £550 £550 £525
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 258 317 288
Median hourly rate £34.00 £37.09 £22.00
Median hourly rate % change year-on-year
-8.33% +68.59%
90% offered a hourly rate of more than £12.52 £12.00 £11.50
10% offered a hourly rate of more than £54.50 £55.00 £42.50
UK excluding London median hourly rate £30.25 £34.00 £25.00
% change year-on-year
-11.02% +36.00%

Predictive Modelling
Jobs Demand Trend in the South East

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

Predictive Modelling Jobs Demand Trend in the South East

Predictive Modelling
Daily Rate Trend in the South East

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

Predictive Modelling Daily Rate Trend in the South East

Predictive Modelling
Daily Rate Histogram in the South East

This chart provides a histogram of daily rates quoted in contract IT jobs citing Predictive Modelling across the South East region over the 3 months to 9 December 2016.

Predictive Modelling Daily Rate Histogram in the South East

Predictive Modelling
Contract Job Locations in the South East

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Predictive Modelling within the South East region over the 3 months to 9 December 2016. 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
(Click see detailed
statistics and trends)
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
Buckinghamshire - 5 - -
Berkshire - 2 £358 - 1
Predictive Modelling
England

Predictive Modelling
Top 30 Related IT Skills in the South East

For the 6 months to 9 December 2016, IT contractor jobs citing Predictive Modelling 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 South East region with a requirement for Predictive Modelling.

1 7 (100.00%) Python
2 6 (85.71%) Data Mining
2 6 (85.71%) Statistics
2 6 (85.71%) Quantitative Analysis
3 5 (71.43%) Java
3 5 (71.43%) R
3 5 (71.43%) Machine Learning
3 5 (71.43%) Deep Learning
3 5 (71.43%) Pandas
3 5 (71.43%) Theano
3 5 (71.43%) Keras
3 5 (71.43%) Torch
4 4 (57.14%) scikit-learn
4 4 (57.14%) XGBoost
4 4 (57.14%) Degree
4 4 (57.14%) Mathematics
4 4 (57.14%) Computer Science
4 4 (57.14%) Artificial Intelligence
5 3 (42.86%) Agile Software Development
6 2 (28.57%) Scrum
6 2 (28.57%) Telecoms
6 2 (28.57%) SQL
6 2 (28.57%) SAS
6 2 (28.57%) Data Analytics
6 2 (28.57%) Analytics
7 1 (14.29%) Analytical Skills
7 1 (14.29%) Big Data
7 1 (14.29%) Big Data Analytics
7 1 (14.29%) Business Intelligence
7 1 (14.29%) SPSS

Predictive Modelling
Top Related IT Skills in the South East 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 (28.57%) SAS
Applications
1 1 (14.29%) MS Excel
1 1 (14.29%) Spreadsheet
1 1 (14.29%) SPSS
Business Applications
1 1 (14.29%) SAP Oil and Gas
Database & Business Intelligence
1 6 (85.71%) Data Mining
2 1 (14.29%) Big Data
2 1 (14.29%) Data Warehouse
2 1 (14.29%) Hadoop
2 1 (14.29%) SAS Enterprise Guide
2 1 (14.29%) SAS Enterprise Miner
General
1 2 (28.57%) Telecoms
2 1 (14.29%) Banking
2 1 (14.29%) Electronics
2 1 (14.29%) Finance
2 1 (14.29%) Manufacturing
2 1 (14.29%) Marketing
Job Titles
1 5 (71.43%) Developer
2 4 (57.14%) Machine Learning Developer
3 2 (28.57%) Java Developer
3 2 (28.57%) Python Developer
3 2 (28.57%) Software Developer
4 1 (14.29%) Analyst
4 1 (14.29%) Big Data Analyst
4 1 (14.29%) Data Analyst
4 1 (14.29%) Data Engineer
4 1 (14.29%) Data Modeller
4 1 (14.29%) Java Software Developer
Libraries, Frameworks & Software Standards
1 5 (71.43%) Keras
1 5 (71.43%) Pandas
1 5 (71.43%) Theano
1 5 (71.43%) Torch
2 4 (57.14%) scikit-learn
2 4 (57.14%) XGBoost
Miscellaneous
1 6 (85.71%) Statistics
2 4 (57.14%) Artificial Intelligence
2 4 (57.14%) Computer Science
2 4 (57.14%) Mathematics
3 1 (14.29%) Analytical Skills
Processes & Methodologies
1 6 (85.71%) Quantitative Analysis
2 5 (71.43%) Deep Learning
2 5 (71.43%) Machine Learning
3 3 (42.86%) Agile Software Development
4 2 (28.57%) Analytics
4 2 (28.57%) Data Analytics
4 2 (28.57%) Scrum
5 1 (14.29%) Big Data Analytics
5 1 (14.29%) Business Intelligence
5 1 (14.29%) Data Analysis
5 1 (14.29%) Digital Marketing
5 1 (14.29%) Migration
5 1 (14.29%) Programme Management
5 1 (14.29%) Project Management
5 1 (14.29%) Systems Analysis
Programming Languages
1 7 (100.00%) Python
2 5 (71.43%) Java
2 5 (71.43%) R
3 2 (28.57%) SQL
4 1 (14.29%) MATLAB
Qualifications
1 4 (57.14%) Degree
Vendors
1 1 (14.29%) SAP
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