The table below looks at the statistics for Predictive Modelling skills in IT contracts advertised for the London region. Included is a guide to the contractor rates offered in IT contracts that have cited Predictive Modelling over the 3 months to 29 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
29 Jul 2016
Same period 2015 Same period 2014
Predictive Modelling
Rank 408 421 418
Rank change year-on-year
+13 -3
Contract jobs citing Predictive Modelling 26 12 13
As % of all contract IT jobs located in London 0.12% 0.051% 0.055%
As % of the Processes & Methodologies category 0.14% 0.062% 0.067%
Number of daily rates quoted 22 9 8
Median daily rate £450 £300 £420
Median daily rate % change year-on-year
+50.00% -28.57%
90% offered a daily rate of more than £375 £291 £291
10% offered a daily rate of more than £498 £570 £613
UK excluding London median daily rate £525 £400 £313
% change year-on-year
+31.25% +28.00%
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 London region.

Processes & Methodologies Category
London
Contract IT job ads with a match in the
Processes & Methodologies category
18899 19269 19282
As % of all contract IT jobs located in London 85.37% 81.80% 81.58%
Number of daily rates quoted 13645 13773 13493
Median daily rate £475 £450 £440
Median daily rate % change year-on-year
+5.55% +2.27%
90% offered a daily rate of more than £325 £305 £300
10% offered a daily rate of more than £625 £625 £600
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 141 233 235
Median hourly rate £25.69 £21.50 £20.16
Median hourly rate % change year-on-year
+19.48% +6.64%
90% offered a hourly rate of more than £12.50 £13.17 £14.00
10% offered a hourly rate of more than £50.00 £65.00 £53.50
UK excluding London median hourly rate £30.00 £30.00 £27.00
% change year-on-year
- +11.11%

Predictive Modelling
Jobs Demand Trend in London

The demand trend of contract jobs across the London 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 London

Predictive Modelling
Daily Rate Trend in London

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

Predictive Modelling Daily Rate Trend in London

Predictive Modelling
Daily Rate Histogram in London

This chart provides a histogram of daily rates quoted in contract IT jobs citing Predictive Modelling across the London region over the 3 months to 29 July 2016.

Predictive Modelling Daily Rate Histogram in London

Predictive Modelling
Contract Job Locations in London

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 London region over the 3 months to 29 July 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
City of London +55 12 £450 -18.18% 5
Hammersmith - 2 £375 -
Predictive Modelling
England

Predictive Modelling
Top 30 Related IT Skills in London

For the 6 months to 29 July 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 London region with a requirement for Predictive Modelling.

1 34 (59.65%) Analytics
2 30 (52.63%) Data Modelling
3 27 (47.37%) Data Warehouse
4 26 (45.61%) SQL
4 26 (45.61%) Netezza
5 21 (36.84%) Python
6 20 (35.09%) Agile Software Development
7 18 (31.58%) Scrum
7 18 (31.58%) Performance Tuning
7 18 (31.58%) Database Optimisation
8 17 (29.82%) Degree
9 16 (28.07%) Business Intelligence
10 15 (26.32%) R
11 14 (24.56%) Machine Learning
12 13 (22.81%) SAS
13 12 (21.05%) Finance
13 12 (21.05%) Big Data
13 12 (21.05%) Data Quality
14 11 (19.30%) Data Analytics
14 11 (19.30%) Relational Database
14 11 (19.30%) SDLC
14 11 (19.30%) Retail
15 10 (17.54%) NoSQL
15 10 (17.54%) Marketing
15 10 (17.54%) Analytical Skills
16 9 (15.79%) Data Management
17 8 (14.04%) Teradata
17 8 (14.04%) Data Mining
17 8 (14.04%) Oracle
17 8 (14.04%) Sybase

Predictive Modelling
Top Related IT Skills in London 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 13 (22.81%) SAS
2 5 (8.77%) Apache Spark
3 4 (7.02%) Apache Pig
Applications
1 1 (1.75%) MS Office
1 1 (1.75%) MS PowerPoint
1 1 (1.75%) SPSS
1 1 (1.75%) Stata
Business Applications
1 1 (1.75%) SAP Oil and Gas
Cloud Services
1 5 (8.77%) Amazon AWS
2 2 (3.51%) Google Analytics
2 2 (3.51%) Heroku
2 2 (3.51%) Microsoft Azure
3 1 (1.75%) Google Cloud Platform
Database & Business Intelligence
1 27 (47.37%) Data Warehouse
2 12 (21.05%) Big Data
3 11 (19.30%) Relational Database
4 10 (17.54%) NoSQL
5 8 (14.04%) Data Mining
5 8 (14.04%) DB2
6 5 (8.77%) Apache Hive
7 3 (5.26%) Amazon Redshift
8 2 (3.51%) Hadoop
8 2 (3.51%) Mixpanel
8 2 (3.51%) MongoDB
8 2 (3.51%) MySQL
8 2 (3.51%) PostgreSQL
9 1 (1.75%) Base SAS
9 1 (1.75%) BigQuery
9 1 (1.75%) Text Mining
Development Applications
1 3 (5.26%) Ant
1 3 (5.26%) GoCD
1 3 (5.26%) Jenkins
1 3 (5.26%) Maven
1 3 (5.26%) SonarQube
2 2 (3.51%) Git (software)
General
1 12 (21.05%) Finance
2 11 (19.30%) Retail
3 10 (17.54%) Marketing
4 3 (5.26%) Banking
4 3 (5.26%) Retail Banking
5 2 (3.51%) Advertising
5 2 (3.51%) Financial Institution
5 2 (3.51%) Games
5 2 (3.51%) Local Government
6 1 (1.75%) Electronics
6 1 (1.75%) Manufacturing
6 1 (1.75%) Telecoms
Job Titles
1 22 (38.60%) Developer
2 20 (35.09%) Analyst
3 16 (28.07%) Data Analyst
4 13 (22.81%) Agile Developer
5 9 (15.79%) Data Scientist
6 7 (12.28%) SQL Analyst
7 5 (8.77%) SQL Data Analyst
8 4 (7.02%) SAS Analyst
9 3 (5.26%) Senior Analyst
10 2 (3.51%) Business Intelligence Manager
10 2 (3.51%) Data Insight Analyst
10 2 (3.51%) Full Stack Developer
10 2 (3.51%) Insight Analyst
10 2 (3.51%) Insight Data Analyst
10 2 (3.51%) SAS Data Analyst
11 1 (1.75%) Angular Developer
11 1 (1.75%) Credit Risk Modeller
11 1 (1.75%) Data Engineer
11 1 (1.75%) Machine Learning Scientist
11 1 (1.75%) SAS Modeller
Libraries, Frameworks & Software Standards
1 2 (3.51%) .NET
1 2 (3.51%) .NET Framework
1 2 (3.51%) AngularJS
1 2 (3.51%) CSS
1 2 (3.51%) CSS3
1 2 (3.51%) hapi
1 2 (3.51%) HTML
1 2 (3.51%) HTML5
1 2 (3.51%) Node.js
1 2 (3.51%) React
1 2 (3.51%) RESTful
2 1 (1.75%) Natural Language Processing
Miscellaneous
1 10 (17.54%) Analytical Skills
2 6 (10.53%) Data Structures
3 4 (7.02%) Computer Science
3 4 (7.02%) Statistics
3 4 (7.02%) Visualisation
4 3 (5.26%) Algorithms
5 2 (3.51%) Mathematics
5 2 (3.51%) Minimum Viable Product
5 2 (3.51%) User Experience
6 1 (1.75%) Credit Risk
6 1 (1.75%) Data Integration
6 1 (1.75%) Fintech
6 1 (1.75%) FMCG
6 1 (1.75%) Physics
Operating Systems
1 1 (1.75%) Unix
Processes & Methodologies
1 34 (59.65%) Analytics
2 30 (52.63%) Data Modelling
3 20 (35.09%) Agile Software Development
4 18 (31.58%) Database Optimisation
4 18 (31.58%) Performance Tuning
4 18 (31.58%) Scrum
5 16 (28.07%) Business Intelligence
6 14 (24.56%) Machine Learning
7 11 (19.30%) Data Analytics
7 11 (19.30%) SDLC
8 9 (15.79%) Data Management
9 8 (14.04%) Data Transformation
9 8 (14.04%) Dimensional Modelling
9 8 (14.04%) Statistical Analysis
10 5 (8.77%) Customer Insight
10 5 (8.77%) Data Analysis
11 4 (7.02%) Fraud Detection
12 3 (5.26%) Data Visualisation
12 3 (5.26%) DevOps
12 3 (5.26%) Web Development
Programming Languages
1 26 (45.61%) SQL
2 21 (36.84%) Python
3 15 (26.32%) R
4 8 (14.04%) C++
5 5 (8.77%) Java
5 5 (8.77%) MATLAB
5 5 (8.77%) PHP
5 5 (8.77%) Scala
6 2 (3.51%) JavaScript
6 2 (3.51%) Ruby
6 2 (3.51%) VBA
7 1 (1.75%) Shell Script
Qualifications
1 17 (29.82%) Degree
2 2 (3.51%) PhD
3 1 (1.75%) DV Cleared
3 1 (1.75%) Security Cleared
Quality Assurance & Compliance
1 12 (21.05%) Data Quality
2 6 (10.53%) QA
Systems Management
1 3 (5.26%) Ansible
1 3 (5.26%) Nagios
1 3 (5.26%) Opscode Chef
1 3 (5.26%) ZABBIX
Vendors
1 26 (45.61%) Netezza
2 8 (14.04%) Oracle
2 8 (14.04%) Sybase
2 8 (14.04%) Teradata
3 3 (5.26%) Google
3 3 (5.26%) New Relic
4 1 (1.75%) Microsoft
4 1 (1.75%) SAP
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