The table below looks at the statistics for Predictive Modelling skills in IT contracts advertised for the England region. Included is a guide to the contractor rates offered in IT contracts that have cited Predictive Modelling over the 3 months to 25 August 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
25 Aug 2016
Same period 2015 Same period 2014
Predictive Modelling
Rank 583 608 583
Rank change year-on-year
+25 -25
Contract jobs citing Predictive Modelling 52 21 24
As % of all contract IT jobs located in England 0.10% 0.040% 0.047%
As % of the Processes & Methodologies category 0.12% 0.049% 0.060%
Number of daily rates quoted 42 17 18
Median daily rate £450 £425 £378
Median daily rate % change year-on-year
+5.88% +12.58%
90% offered a daily rate of more than £375 £295 £212
10% offered a daily rate of more than £498 £485 £575
UK excluding London median daily rate £425 £425 £313
% change year-on-year
- +36.00%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -
Predictive Modelling
UK

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

Processes & Methodologies Category
England
Contract IT job ads with a match in the
Processes & Methodologies category
41809 42609 40117
As % of all contract IT jobs located in England 83.03% 80.40% 78.79%
Number of daily rates quoted 27858 28200 25340
Median daily rate £450 £425 £413
Median daily rate % change year-on-year
+5.88% +3.03%
90% offered a daily rate of more than £300 £290 £275
10% offered a daily rate of more than £600 £588 £575
UK excluding London median daily rate £400 £396 £375
% change year-on-year
+1.01% +5.60%
Number of hourly rates quoted 1000 1145 1121
Median hourly rate £30.00 £30.00 £22.72
Median hourly rate % change year-on-year
- +32.04%
90% offered a hourly rate of more than £12.58 £13.00 £12.50
10% offered a hourly rate of more than £52.00 £52.00 £45.00
UK excluding London median hourly rate £30.00 £32.54 £25.00
% change year-on-year
-7.80% +30.16%

Predictive Modelling
Jobs Demand Trend in England

The demand trend of contract jobs across the England 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 England

Predictive Modelling
Daily Rate Trend in England

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

Predictive Modelling Daily Rate Trend in England

Predictive Modelling
Daily Rate Histogram in England

This chart provides a histogram of daily rates quoted in contract IT jobs citing Predictive Modelling across the England region over the 3 months to 25 August 2016.

Predictive Modelling Daily Rate Histogram in England

Predictive Modelling
Contract Job Locations in England

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 England region over the 3 months to 25 August 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
London +20 46 £450 +50.00% 6
North West - 3 £425 - 1
East Midlands -3 1 - -
West Midlands -34 1 £275 -35.29%
Predictive Modelling
UK

Predictive Modelling
Top 30 Related IT Skills in England

For the 6 months to 25 August 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 England region with a requirement for Predictive Modelling.

1 57 (63.33%) Analytics
2 46 (51.11%) SQL
3 45 (50.00%) Data Modelling
4 41 (45.56%) Data Warehouse
5 39 (43.33%) Netezza
6 33 (36.67%) Degree
7 32 (35.56%) Analytical Skills
8 30 (33.33%) Agile Software Development
9 27 (30.00%) Scrum
10 26 (28.89%) Business Intelligence
10 26 (28.89%) Performance Tuning
10 26 (28.89%) Database Optimisation
11 25 (27.78%) R
12 24 (26.67%) Python
12 24 (26.67%) SAS
13 22 (24.44%) Finance
14 18 (20.00%) Oracle
14 18 (20.00%) Data Quality
15 16 (17.78%) Relational Database
15 16 (17.78%) SDLC
16 15 (16.67%) NoSQL
16 15 (16.67%) Data Management
17 14 (15.56%) Dimensional Modelling
17 14 (15.56%) Data Mining
17 14 (15.56%) Machine Learning
18 13 (14.44%) Big Data
18 13 (14.44%) Sybase
18 13 (14.44%) DB2
18 13 (14.44%) C++
18 13 (14.44%) Marketing

Predictive Modelling
Top Related IT Skills in 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:

Application Platforms
1 24 (26.67%) SAS
2 4 (4.44%) Apache Spark
3 2 (2.22%) Apache Pig
3 2 (2.22%) SharePoint
4 1 (1.11%) Apache
Applications
1 3 (3.33%) MS Excel
1 3 (3.33%) MS Office
1 3 (3.33%) SPSS
2 2 (2.22%) Spreadsheet
3 1 (1.11%) MS PowerPoint
3 1 (1.11%) Stata
Business Applications
1 1 (1.11%) SAP Oil and Gas
Cloud Services
1 5 (5.56%) Amazon AWS
2 3 (3.33%) Microsoft Azure
3 2 (2.22%) Google Analytics
3 2 (2.22%) Heroku
4 1 (1.11%) Google Cloud Platform
4 1 (1.11%) Office 365
4 1 (1.11%) Slack
Database & Business Intelligence
1 41 (45.56%) Data Warehouse
2 16 (17.78%) Relational Database
3 15 (16.67%) NoSQL
4 14 (15.56%) Data Mining
5 13 (14.44%) Big Data
5 13 (14.44%) DB2
6 4 (4.44%) Apache Hive
6 4 (4.44%) Text Mining
7 3 (3.33%) Amazon Redshift
7 3 (3.33%) Hadoop
8 2 (2.22%) Mixpanel
8 2 (2.22%) MongoDB
8 2 (2.22%) MySQL
8 2 (2.22%) PostgreSQL
8 2 (2.22%) Power BI
8 2 (2.22%) PowerPivot
8 2 (2.22%) SQL Server Reporting Services
9 1 (1.11%) Data Lake
9 1 (1.11%) HBase
9 1 (1.11%) SQL Server
Development Applications
1 3 (3.33%) Ant
1 3 (3.33%) GoCD
1 3 (3.33%) Jenkins
1 3 (3.33%) Maven
1 3 (3.33%) SonarQube
2 2 (2.22%) Git (software)
General
1 22 (24.44%) Finance
2 13 (14.44%) Marketing
3 12 (13.33%) Retail
4 8 (8.89%) Financial Institution
5 3 (3.33%) Games
6 2 (2.22%) Banking
7 1 (1.11%) Advertising
7 1 (1.11%) Corporate Banking
7 1 (1.11%) Electronics
7 1 (1.11%) Local Government
7 1 (1.11%) Manufacturing
7 1 (1.11%) Retail Banking
7 1 (1.11%) Telecoms
Job Titles
1 34 (37.78%) Analyst
2 30 (33.33%) Developer
3 23 (25.56%) Data Analyst
4 18 (20.00%) Agile Developer
5 11 (12.22%) SQL Analyst
6 10 (11.11%) Data Scientist
7 8 (8.89%) SQL Data Analyst
8 7 (7.78%) Senior Analyst
9 5 (5.56%) Analytics Consultant
9 5 (5.56%) Consultant
10 4 (4.44%) Insight Analyst
10 4 (4.44%) SAS Analyst
11 3 (3.33%) Business Intelligence Analyst
11 3 (3.33%) Business Intelligence Manager
11 3 (3.33%) Oracle Developer
12 2 (2.22%) Customer Analyst
12 2 (2.22%) Data Consultant
12 2 (2.22%) Oracle Analyst
12 2 (2.22%) Risk Manager
12 2 (2.22%) SAS Data Analyst
Libraries, Frameworks & Software Standards
1 4 (4.44%) Natural Language Processing
2 2 (2.22%) .NET
2 2 (2.22%) .NET Framework
2 2 (2.22%) AngularJS
2 2 (2.22%) CSS
2 2 (2.22%) CSS3
2 2 (2.22%) hapi
2 2 (2.22%) HTML
2 2 (2.22%) HTML5
2 2 (2.22%) Matplotlib
2 2 (2.22%) Node.js
2 2 (2.22%) Pandas
2 2 (2.22%) React
2 2 (2.22%) RESTful
3 1 (1.11%) MLlib
Miscellaneous
1 32 (35.56%) Analytical Skills
2 11 (12.22%) Data Structures
3 9 (10.00%) Algorithms
3 9 (10.00%) Statistics
4 5 (5.56%) Computer Science
4 5 (5.56%) Visualisation
5 4 (4.44%) Mathematics
6 3 (3.33%) Data Extraction
6 3 (3.33%) Hedge funds
6 3 (3.33%) User Experience
7 2 (2.22%) FMCG
7 2 (2.22%) Management Information System
7 2 (2.22%) Minimum Viable Product
7 2 (2.22%) NHS
7 2 (2.22%) Physics
8 1 (1.11%) Credit Risk
8 1 (1.11%) Fintech
8 1 (1.11%) Neural Network
8 1 (1.11%) Reference Data
8 1 (1.11%) Virtual Team
Operating Systems
1 1 (1.11%) Unix
Processes & Methodologies
1 57 (63.33%) Analytics
2 45 (50.00%) Data Modelling
3 30 (33.33%) Agile Software Development
4 27 (30.00%) Scrum
5 26 (28.89%) Business Intelligence
5 26 (28.89%) Database Optimisation
5 26 (28.89%) Performance Tuning
6 16 (17.78%) SDLC
7 15 (16.67%) Data Management
8 14 (15.56%) Dimensional Modelling
8 14 (15.56%) Machine Learning
9 12 (13.33%) Data Transformation
10 11 (12.22%) Statistical Analysis
11 10 (11.11%) Data Analysis
11 10 (11.11%) Data Analytics
12 8 (8.89%) Customer Insight
13 4 (4.44%) Data Visualisation
13 4 (4.44%) Operations Research
13 4 (4.44%) Predictive Analytics
13 4 (4.44%) Statistical Modelling
Programming Languages
1 46 (51.11%) SQL
2 25 (27.78%) R
3 24 (26.67%) Python
4 13 (14.44%) C++
5 7 (7.78%) VBA
6 5 (5.56%) PHP
7 2 (2.22%) JavaScript
7 2 (2.22%) Ruby
8 1 (1.11%) Data Analysis Expressions (DAX)
8 1 (1.11%) PL/SQL
8 1 (1.11%) Shell Script
Qualifications
1 33 (36.67%) Degree
2 2 (2.22%) PhD
2 2 (2.22%) Security Cleared
3 1 (1.11%) BPSS Clearance
3 1 (1.11%) DV Cleared
Quality Assurance & Compliance
1 18 (20.00%) Data Quality
2 9 (10.00%) QA
3 1 (1.11%) Disclosure Scotland
3 1 (1.11%) SLA
Systems Management
1 3 (3.33%) Ansible
1 3 (3.33%) Nagios
1 3 (3.33%) Opscode Chef
1 3 (3.33%) ZABBIX
Vendors
1 39 (43.33%) Netezza
2 18 (20.00%) Oracle
3 13 (14.44%) Sybase
4 12 (13.33%) Teradata
5 5 (5.56%) Microsoft
6 3 (3.33%) Google
6 3 (3.33%) New Relic
7 2 (2.22%) Tableau
8 1 (1.11%) Hortonworks
8 1 (1.11%) MicroStrategy
8 1 (1.11%) SAP