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 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 387 405 399
Rank change year-on-year
+18 -6
Contract jobs citing Predictive Modelling 35 29 25
As % of all contract IT jobs located in London 0.16% 0.13% 0.11%
As % of the Processes & Methodologies category 0.19% 0.15% 0.13%
Number of daily rates quoted 26 21 15
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 £368 £328 £350
10% offered a daily rate of more than £625 £550 £530
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 London region.

Processes & Methodologies Category
London
Contract IT job ads with a match in the
Processes & Methodologies category
18213 18867 18977
As % of all contract IT jobs located in London 84.83% 83.63% 80.72%
Number of daily rates quoted 13130 13470 13994
Median daily rate £485 £463 £450
Median daily rate % change year-on-year
+4.86% +2.77%
90% offered a daily rate of more than £340 £325 £300
10% offered a daily rate of more than £625 £625 £625
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 196 226 250
Median hourly rate £25.00 £23.00 £22.50
Median hourly rate % change year-on-year
+8.69% +2.22%
90% offered a hourly rate of more than £13.00 £12.50 £11.65
10% offered a hourly rate of more than £50.00 £50.00 £53.20
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 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 9 December 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 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
City of London +5 14 £450 +12.50% 2
Predictive Modelling
England

Predictive Modelling
Top 30 Related IT Skills in London

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 London region with a requirement for Predictive Modelling.

1 50 (58.14%) Data Modelling
2 49 (56.98%) Analytics
3 48 (55.81%) SQL
4 41 (47.67%) Netezza
5 40 (46.51%) Data Warehouse
6 32 (37.21%) Python
7 31 (36.05%) Oracle
7 31 (36.05%) Agile Software Development
7 31 (36.05%) Analytical Skills
8 30 (34.88%) R
8 30 (34.88%) Degree
9 27 (31.40%) SAS
10 26 (30.23%) Scrum
11 24 (27.91%) Performance Tuning
11 24 (27.91%) Database Optimisation
12 21 (24.42%) Business Intelligence
12 21 (24.42%) Data Management
13 20 (23.26%) C++
14 19 (22.09%) Data Structures
14 19 (22.09%) NoSQL
15 18 (20.93%) Retail
16 17 (19.77%) Dimensional Modelling
16 17 (19.77%) Sybase
16 17 (19.77%) DB2
16 17 (19.77%) Teradata
16 17 (19.77%) Relational Database
16 17 (19.77%) Data Quality
16 17 (19.77%) SDLC
17 16 (18.60%) Data Transformation
18 14 (16.28%) Statistics

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 27 (31.40%) SAS
2 7 (8.14%) Apache Spark
3 2 (2.33%) Apache
3 2 (2.33%) Apache Pig
4 1 (1.16%) SharePoint
4 1 (1.16%) WebSphere
Applications
1 8 (9.30%) SPSS
2 5 (5.81%) MS Excel
3 4 (4.65%) MS Office
4 1 (1.16%) MS PowerPoint
4 1 (1.16%) Spreadsheet
Business Applications
1 1 (1.16%) SAP Oil and Gas
Cloud Services
1 3 (3.49%) Google Analytics
1 3 (3.49%) Microsoft Azure
2 2 (2.33%) Amazon AWS
2 2 (2.33%) Heroku
3 1 (1.16%) Adobe Analytics
3 1 (1.16%) Slack
Communications & Networking
1 1 (1.16%) Internet
Database & Business Intelligence
1 40 (46.51%) Data Warehouse
2 19 (22.09%) NoSQL
3 17 (19.77%) DB2
3 17 (19.77%) Relational Database
4 12 (13.95%) Apache Hive
4 12 (13.95%) Hadoop
5 10 (11.63%) Big Data
6 8 (9.30%) Data Lake
7 7 (8.14%) Data Mining
7 7 (8.14%) SAS Enterprise Guide
7 7 (8.14%) SAS Enterprise Miner
8 4 (4.65%) Impala
8 4 (4.65%) QlikView
9 3 (3.49%) MongoDB
9 3 (3.49%) SQL Server
10 2 (2.33%) MySQL
10 2 (2.33%) PostgreSQL
10 2 (2.33%) Power BI
10 2 (2.33%) PowerPivot
10 2 (2.33%) Text Mining
Development Applications
1 4 (4.65%) Git (software)
2 1 (1.16%) Cucumber
2 1 (1.16%) JUnit
General
1 18 (20.93%) Retail
2 12 (13.95%) Finance
3 9 (10.47%) Marketing
4 4 (4.65%) Games
5 3 (3.49%) Banking
5 3 (3.49%) Financial Institution
5 3 (3.49%) Telecoms
6 1 (1.16%) Electronics
6 1 (1.16%) Manufacturing
Job Titles
1 35 (40.70%) Analyst
2 27 (31.40%) Developer
3 25 (29.07%) Data Analyst
4 22 (25.58%) Netezza Developer
5 19 (22.09%) Data Scientist
6 16 (18.60%) Agile Developer
7 14 (16.28%) SQL Analyst
8 13 (15.12%) SQL Data Analyst
9 9 (10.47%) Oracle Analyst
9 9 (10.47%) Teradata Analyst
10 7 (8.14%) Oracle Developer
11 6 (6.98%) Insight Analyst
11 6 (6.98%) Senior Analyst
12 4 (4.65%) Architect
12 4 (4.65%) Data Architect
12 4 (4.65%) SAS Analyst
13 3 (3.49%) Consultant
13 3 (3.49%) Customer Insight Analyst
13 3 (3.49%) PL/SQL Developer
13 3 (3.49%) SQL Developer
Libraries, Frameworks & Software Standards
1 4 (4.65%) Matplotlib
1 4 (4.65%) Natural Language Processing
1 4 (4.65%) Pandas
2 3 (3.49%) MLlib
3 2 (2.33%) .NET
3 2 (2.33%) .NET Framework
3 2 (2.33%) AngularJS
3 2 (2.33%) CSS
3 2 (2.33%) CSS3
3 2 (2.33%) hapi
3 2 (2.33%) HTML
3 2 (2.33%) HTML5
3 2 (2.33%) Kafka
3 2 (2.33%) Node.js
3 2 (2.33%) React
3 2 (2.33%) RESTful
4 1 (1.16%) Gherkin
4 1 (1.16%) Hibernate
4 1 (1.16%) Spring
4 1 (1.16%) Struts
Miscellaneous
1 31 (36.05%) Analytical Skills
2 19 (22.09%) Data Structures
3 14 (16.28%) Statistics
4 11 (12.79%) Visualisation
5 10 (11.63%) Algorithms
6 9 (10.47%) Computer Science
7 7 (8.14%) Mathematics
8 6 (6.98%) Physics
9 4 (4.65%) Neural Network
9 4 (4.65%) Performance Metrics
10 3 (3.49%) User Experience
11 2 (2.33%) FMCG
11 2 (2.33%) Minimum Viable Product
11 2 (2.33%) Social Network
12 1 (1.16%) Data Extraction
12 1 (1.16%) Internet of Things
Operating Systems
1 2 (2.33%) Linux
Processes & Methodologies
1 50 (58.14%) Data Modelling
2 49 (56.98%) Analytics
3 31 (36.05%) Agile Software Development
4 26 (30.23%) Scrum
5 24 (27.91%) Database Optimisation
5 24 (27.91%) Performance Tuning
6 21 (24.42%) Business Intelligence
6 21 (24.42%) Data Management
7 17 (19.77%) Dimensional Modelling
7 17 (19.77%) SDLC
8 16 (18.60%) Data Transformation
9 13 (15.12%) Machine Learning
10 11 (12.79%) Data Analysis
11 10 (11.63%) Customer Insight
11 10 (11.63%) Data Analytics
11 10 (11.63%) Data Visualisation
12 7 (8.14%) Data Acquisition
12 7 (8.14%) Exploratory Analysis
12 7 (8.14%) Statistical Analysis
13 5 (5.81%) Predictive Analytics
Programming Languages
1 48 (55.81%) SQL
2 32 (37.21%) Python
3 30 (34.88%) R
4 20 (23.26%) C++
5 7 (8.14%) VBA
6 6 (6.98%) Java
7 4 (4.65%) MATLAB
7 4 (4.65%) PL/SQL
8 2 (2.33%) JavaScript
8 2 (2.33%) PHP
8 2 (2.33%) Ruby
9 1 (1.16%) C
9 1 (1.16%) Data Analysis Expressions (DAX)
Qualifications
1 30 (34.88%) Degree
2 3 (3.49%) PhD
3 2 (2.33%) Security Cleared
4 1 (1.16%) BPSS Clearance
4 1 (1.16%) DV Cleared
Quality Assurance & Compliance
1 17 (19.77%) Data Quality
2 10 (11.63%) QA
3 1 (1.16%) Disclosure Scotland
Vendors
1 41 (47.67%) Netezza
2 31 (36.05%) Oracle
3 17 (19.77%) Sybase
3 17 (19.77%) Teradata
4 8 (9.30%) Tableau
5 6 (6.98%) Microsoft
6 4 (4.65%) Alteryx
7 3 (3.49%) Google
8 1 (1.16%) Adobe
8 1 (1.16%) Hortonworks
8 1 (1.16%) MicroStrategy
8 1 (1.16%) Omniture
8 1 (1.16%) SAP