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 25 September 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 Sep 2016
Same period 2015 Same period 2014
Predictive Modelling
Rank 383 419 429
Rank change year-on-year
+36 +10
Contract jobs citing Predictive Modelling 52 18 14
As % of all contract IT jobs located in London 0.23% 0.077% 0.057%
As % of the Processes & Methodologies category 0.27% 0.093% 0.070%
Number of daily rates quoted 44 17 12
Median daily rate £450 £375 £438
Median daily rate % change year-on-year
+20.00% -14.28%
90% offered a daily rate of more than £375 £287 £354
10% offered a daily rate of more than £475 £545 £688
UK excluding London median daily rate £425 £425 £278
% change year-on-year
- +53.15%
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
19475 19430 19928
As % of all contract IT jobs located in London 86.07% 83.19% 81.23%
Number of daily rates quoted 13944 13956 14107
Median daily rate £475 £450 £450
Median daily rate % change year-on-year
+5.55% -
90% offered a daily rate of more than £325 £313 £300
10% offered a daily rate of more than £618 £625 £600
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 194 220 248
Median hourly rate £24.44 £22.00 £21.75
Median hourly rate % change year-on-year
+11.09% +1.14%
90% offered a hourly rate of more than £12.50 £13.17 £13.46
10% offered a hourly rate of more than £54.28 £52.00 £53.50
UK excluding London median hourly rate £32.50 £33.64 £26.25
% change year-on-year
-3.38% +28.15%

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 25 September 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 25 September 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 +40 27 £450 +31.38% 2
Hammersmith - 3 £375 -
Predictive Modelling
England

Predictive Modelling
Top 30 Related IT Skills in London

For the 6 months to 25 September 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 57 (64.04%) Data Modelling
2 56 (62.92%) Analytics
3 52 (58.43%) Data Warehouse
4 51 (57.30%) SQL
4 51 (57.30%) Netezza
5 40 (44.94%) Agile Software Development
6 37 (41.57%) Degree
7 35 (39.33%) Scrum
8 34 (38.20%) Performance Tuning
8 34 (38.20%) Database Optimisation
9 30 (33.71%) Python
10 28 (31.46%) Oracle
11 27 (30.34%) Business Intelligence
11 27 (30.34%) R
12 21 (23.60%) Data Quality
13 20 (22.47%) Relational Database
13 20 (22.47%) SDLC
13 20 (22.47%) SAS
14 19 (21.35%) Analytical Skills
14 19 (21.35%) NoSQL
15 18 (20.22%) Data Management
15 18 (20.22%) Dimensional Modelling
16 17 (19.10%) Sybase
16 17 (19.10%) DB2
16 17 (19.10%) C++
16 17 (19.10%) Teradata
16 17 (19.10%) Data Structures
17 16 (17.98%) Data Transformation
18 15 (16.85%) Retail
19 13 (14.61%) Finance

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 20 (22.47%) SAS
2 5 (5.62%) Apache Spark
3 2 (2.25%) Apache Pig
4 1 (1.12%) Apache
4 1 (1.12%) SharePoint
4 1 (1.12%) WebSphere
Applications
1 4 (4.49%) MS Excel
1 4 (4.49%) SPSS
2 3 (3.37%) MS Office
3 1 (1.12%) MS PowerPoint
3 1 (1.12%) Spreadsheet
3 1 (1.12%) Stata
Business Applications
1 1 (1.12%) SAP Oil and Gas
Cloud Services
1 4 (4.49%) Amazon AWS
2 3 (3.37%) Google Analytics
2 3 (3.37%) Microsoft Azure
3 2 (2.25%) Heroku
4 1 (1.12%) Adobe Analytics
4 1 (1.12%) Google Cloud Platform
4 1 (1.12%) Slack
Database & Business Intelligence
1 52 (58.43%) Data Warehouse
2 20 (22.47%) Relational Database
3 19 (21.35%) NoSQL
4 17 (19.10%) DB2
5 8 (8.99%) Big Data
5 8 (8.99%) Data Mining
6 5 (5.62%) Apache Hive
6 5 (5.62%) Hadoop
7 3 (3.37%) Impala
8 2 (2.25%) Amazon Redshift
8 2 (2.25%) Mixpanel
8 2 (2.25%) MongoDB
8 2 (2.25%) MySQL
8 2 (2.25%) PostgreSQL
8 2 (2.25%) Power BI
8 2 (2.25%) PowerPivot
8 2 (2.25%) SQL Server
9 1 (1.12%) Oracle Reports
9 1 (1.12%) SQL Server Integration Services
9 1 (1.12%) Text Mining
Development Applications
1 4 (4.49%) Git (software)
2 2 (2.25%) Ant
2 2 (2.25%) GoCD
2 2 (2.25%) Jenkins
2 2 (2.25%) Maven
2 2 (2.25%) SonarQube
General
1 15 (16.85%) Retail
2 13 (14.61%) Finance
3 11 (12.36%) Marketing
4 4 (4.49%) Games
5 3 (3.37%) Financial Institution
6 2 (2.25%) Banking
7 1 (1.12%) Advertising
7 1 (1.12%) Electronics
7 1 (1.12%) Local Government
7 1 (1.12%) Manufacturing
7 1 (1.12%) Telecoms
Job Titles
1 37 (41.57%) Developer
2 36 (40.45%) Analyst
3 27 (30.34%) Data Analyst
4 22 (24.72%) Agile Developer
5 11 (12.36%) SQL Analyst
6 10 (11.24%) SQL Data Analyst
7 8 (8.99%) Data Scientist
8 6 (6.74%) Insight Analyst
8 6 (6.74%) Oracle Developer
8 6 (6.74%) Senior Analyst
9 4 (4.49%) Oracle Analyst
9 4 (4.49%) Teradata Analyst
10 3 (3.37%) Customer Analyst
10 3 (3.37%) Customer Insight Analyst
10 3 (3.37%) SAS Analyst
11 2 (2.25%) Business Intelligence Manager
11 2 (2.25%) Consultant
11 2 (2.25%) PL/SQL Developer
11 2 (2.25%) SAS Data Analyst
11 2 (2.25%) SQL Developer
Libraries, Frameworks & Software Standards
1 4 (4.49%) Matplotlib
1 4 (4.49%) Pandas
2 3 (3.37%) MLlib
3 2 (2.25%) .NET
3 2 (2.25%) .NET Framework
3 2 (2.25%) AngularJS
3 2 (2.25%) CSS
3 2 (2.25%) CSS3
3 2 (2.25%) hapi
3 2 (2.25%) HTML
3 2 (2.25%) HTML5
3 2 (2.25%) Kafka
3 2 (2.25%) Node.js
3 2 (2.25%) React
3 2 (2.25%) RESTful
4 1 (1.12%) D3.js
4 1 (1.12%) Natural Language Processing
Miscellaneous
1 19 (21.35%) Analytical Skills
2 17 (19.10%) Data Structures
3 9 (10.11%) Statistics
4 7 (7.87%) Algorithms
4 7 (7.87%) Mathematics
5 6 (6.74%) Visualisation
6 5 (5.62%) Computer Science
7 4 (4.49%) Physics
8 3 (3.37%) User Experience
9 2 (2.25%) FMCG
9 2 (2.25%) Minimum Viable Product
10 1 (1.12%) Data Extraction
10 1 (1.12%) Data Integration
10 1 (1.12%) Fintech
Operating Systems
1 2 (2.25%) Linux
2 1 (1.12%) Unix
Processes & Methodologies
1 57 (64.04%) Data Modelling
2 56 (62.92%) Analytics
3 40 (44.94%) Agile Software Development
4 35 (39.33%) Scrum
5 34 (38.20%) Database Optimisation
5 34 (38.20%) Performance Tuning
6 27 (30.34%) Business Intelligence
7 20 (22.47%) SDLC
8 18 (20.22%) Data Management
8 18 (20.22%) Dimensional Modelling
9 16 (17.98%) Data Transformation
10 11 (12.36%) Data Analytics
10 11 (12.36%) Machine Learning
11 10 (11.24%) Customer Insight
11 10 (11.24%) Data Analysis
12 8 (8.99%) Statistical Analysis
13 4 (4.49%) Data Visualisation
13 4 (4.49%) Operations Research
14 3 (3.37%) CRM
14 3 (3.37%) Predictive Analytics
Programming Languages
1 51 (57.30%) SQL
2 30 (33.71%) Python
3 27 (30.34%) R
4 17 (19.10%) C++
5 7 (7.87%) VBA
6 4 (4.49%) PHP
7 3 (3.37%) PL/SQL
8 2 (2.25%) JavaScript
8 2 (2.25%) Ruby
9 1 (1.12%) C
9 1 (1.12%) Data Analysis Expressions (DAX)
9 1 (1.12%) Shell Script
Qualifications
1 37 (41.57%) Degree
2 2 (2.25%) PhD
2 2 (2.25%) Security Cleared
3 1 (1.12%) BPSS Clearance
3 1 (1.12%) DV Cleared
Quality Assurance & Compliance
1 21 (23.60%) Data Quality
2 10 (11.24%) QA
3 1 (1.12%) Disclosure Scotland
Systems Management
1 2 (2.25%) Ansible
1 2 (2.25%) Nagios
1 2 (2.25%) Opscode Chef
1 2 (2.25%) ZABBIX
Vendors
1 51 (57.30%) Netezza
2 28 (31.46%) Oracle
3 17 (19.10%) Sybase
3 17 (19.10%) Teradata
4 5 (5.62%) Microsoft
5 4 (4.49%) Google
6 3 (3.37%) Tableau
7 2 (2.25%) New Relic
8 1 (1.12%) Adobe
8 1 (1.12%) Hortonworks
8 1 (1.12%) MicroStrategy
8 1 (1.12%) Omniture
8 1 (1.12%) SAP
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