The following table provides summary statistics for contract job vacancies advertised in London with a requirement for Predictive Analytics skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Predictive Analytics over the 3 months to 25 June 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Predictive Analytics
England / London
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 377 391 417
Rank change year-on-year +14 +26  
Contract jobs citing Predictive Analytics 41 33 18
As % of all contract IT jobs advertised in London 0.20% 0.15% 0.077%
As % of the Processes & Methodologies category 0.23% 0.18% 0.094%
Number of daily rates quoted 28 23 12
Median daily rate £550 £525 £537
Median daily rate % change year-on-year +4.76% -2.30%  
90% offered a daily rate of more than £485 £366 £475
10% offered a daily rate of more than £703 £623 £700
UK excluding London median daily rate £438 £425 £325
% change year-on-year +2.94% +30.76%  
Number of hourly rates quoted 0 1 0
Median hourly rate - £100.00 -
UK excluding London median hourly rate - - -

Predictive Analytics is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in London with a requirement for process and methodology skills.

Contract Process & Methodology Skills
London
Contract job vacancies with a requirement for process and methodology skills 17729 18243 19239
As % of all contract IT job vacancies advertised in London 86.64% 85.33% 82.15%
Number of daily rates quoted 12696 13342 13634
Median daily rate £500 £475 £450
Median daily rate % change year-on-year +5.26% +5.55%  
90% offered a daily rate of more than £350 £325 £310
10% offered a daily rate of more than £630 £628 £625
UK excluding London median daily rate £415 £400 £380
% change year-on-year +3.75% +5.26%  
Number of hourly rates quoted 188 156 260
Median hourly rate £26.50 £21.00 £21.50
Median hourly rate % change year-on-year +26.19% -2.32%  
90% offered a hourly rate of more than £14.75 £12.50 £11.00
10% offered a hourly rate of more than £51.25 £46.00 £55.00
UK excluding London median hourly rate £34.00 £28.50 £30.00
% change year-on-year +19.29% -5.00%  

Predictive Analytics
Job Vacancy Trend in London

The job posting trend of jobs advertised in London citing Predictive Analytics as a proportion of all contract or permanent IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Predictive Analytics in London

Predictive Analytics
Contractor Daily Rate Trend in London

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

Contractor daily rate trend for Predictive Analytics in London

Predictive Analytics
Contractor Daily Rate Histogram in London

The daily rate distribution of IT jobs citing Predictive Analytics in London over the 3 months to 25 June 2017.

Contractor daily rate histogram for Predictive Analytics in London

Predictive Analytics
Contractor Hourly Rate Trend in London

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Predictive Analytics in London.

Contractor hourly rate trend for Predictive Analytics in London

Predictive Analytics
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 Analytics within the London region over the 3 months to 25 June 2017. 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 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 +3 5 £715 +37.83% 2
Westminster - 1 £575 -
Predictive Analytics
England

For the 6 months to 25 June 2017, IT contractor jobs citing Predictive Analytics 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 Analytics.

1 58 (100.00%) Analytics
2 35 (60.34%) Big Data
3 28 (48.28%) Machine Learning
4 27 (46.55%) Visualisation
5 26 (44.83%) Python
6 25 (43.10%) Hadoop
6 25 (43.10%) R
7 24 (41.38%) SQL
7 24 (41.38%) Business Intelligence
8 22 (37.93%) Data Visualisation
9 16 (27.59%) MongoDB
9 16 (27.59%) Analytical Skills
9 16 (27.59%) SAP
10 15 (25.86%) BusinessObjects
10 15 (25.86%) JSON
11 14 (24.14%) Agile Software Development
11 14 (24.14%) Data Warehouse
11 14 (24.14%) Stakeholder Management
11 14 (24.14%) Apache Hive
11 14 (24.14%) Qlik Sense
11 14 (24.14%) Algorithms
12 13 (22.41%) Finance
12 13 (22.41%) JavaScript
13 12 (20.69%) Data Modelling
13 12 (20.69%) Degree
13 12 (20.69%) Apache Spark
14 11 (18.97%) Mathematics
14 11 (18.97%) SAS
15 10 (17.24%) Scrum
15 10 (17.24%) D3.js

Predictive Analytics
Co-occurring 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 12 (20.69%) Apache Spark
2 11 (18.97%) SAS
3 3 (5.17%) Apache Pig
3 3 (5.17%) Confluence
4 1 (1.72%) Apache
4 1 (1.72%) Elasticsearch
Applications
1 3 (5.17%) Microsoft Excel
2 2 (3.45%) S-PLUS
2 2 (3.45%) SPSS
3 1 (1.72%) Microsoft Office
3 1 (1.72%) Microsoft PowerPoint
Business Applications
1 3 (5.17%) SAP Oil and Gas
2 1 (1.72%) HFM
2 1 (1.72%) Hyperion Enterprise
2 1 (1.72%) Hyperion Planning
2 1 (1.72%) NetSuite
Cloud Services
1 4 (6.90%) Microsoft Azure
2 1 (1.72%) Amazon AWS
2 1 (1.72%) Amazon S3
2 1 (1.72%) Azure Data Factory
2 1 (1.72%) Google Analytics
2 1 (1.72%) Google Cloud Platform
2 1 (1.72%) iPaaS
2 1 (1.72%) PaaS
Database & Business Intelligence
1 35 (60.34%) Big Data
2 25 (43.10%) Hadoop
3 16 (27.59%) MongoDB
4 15 (25.86%) BusinessObjects
5 14 (24.14%) Apache Hive
5 14 (24.14%) Data Warehouse
5 14 (24.14%) Qlik Sense
6 8 (13.79%) QlikView
7 7 (12.07%) SAP BW
8 6 (10.34%) Data Mining
8 6 (10.34%) Power BI
9 4 (6.90%) NoSQL
10 2 (3.45%) Apache Cassandra
10 2 (3.45%) Relational Database
10 2 (3.45%) SQL Server
11 1 (1.72%) Oracle BI EE
11 1 (1.72%) Oracle Reports
11 1 (1.72%) RDBMS
11 1 (1.72%) SQL Server Analysis Services
11 1 (1.72%) SQL Server Integration Services
Development Applications
1 7 (12.07%) JIRA
2 4 (6.90%) Git (software)
3 1 (1.72%) Jenkins
3 1 (1.72%) JUnit
3 1 (1.72%) Subversion
3 1 (1.72%) Talend Open Studio
3 1 (1.72%) Team Foundation Server
3 1 (1.72%) TeamCity
3 1 (1.72%) Visual Studio Team System
General
1 13 (22.41%) Finance
2 6 (10.34%) Marketing
3 5 (8.62%) Retail
4 3 (5.17%) Banking
4 3 (5.17%) Electronics
4 3 (5.17%) Manufacturing
4 3 (5.17%) Telecoms
5 2 (3.45%) Retail Banking
6 1 (1.72%) Legal
Job Titles
1 24 (41.38%) Data Scientist
2 7 (12.07%) Consultant
2 7 (12.07%) Delivery Manager
3 6 (10.34%) Developer
4 5 (8.62%) Data Engineer
5 4 (6.90%) QlikView Consultant
5 4 (6.90%) Senior Data Scientist
6 3 (5.17%) Analyst
6 3 (5.17%) Architect
6 3 (5.17%) Data Analyst
6 3 (5.17%) SAP BW Consultant
6 3 (5.17%) SAP Consultant
7 2 (3.45%) Data Architect
7 2 (3.45%) Front End Developer (Client-Side Developer)
7 2 (3.45%) Head of Technology
7 2 (3.45%) Project Manager
7 2 (3.45%) Senior Analyst
7 2 (3.45%) Senior Data Analyst
7 2 (3.45%) Senior Developer
7 2 (3.45%) Senior Front-End Developer
Libraries, Frameworks & Software Standards
1 15 (25.86%) JSON
2 10 (17.24%) D3.js
3 9 (15.52%) HTML
3 9 (15.52%) HTML5
4 2 (3.45%) Angular 2
4 2 (3.45%) AngularJS
4 2 (3.45%) CSS
4 2 (3.45%) CSS3
4 2 (3.45%) Node.js
4 2 (3.45%) REST
4 2 (3.45%) Sass
5 1 (1.72%) MLlib
5 1 (1.72%) RHadoop
Miscellaneous
1 16 (27.59%) Analytical Skills
2 14 (24.14%) Algorithms
3 8 (13.79%) Computer Science
4 4 (6.90%) Hedge funds
5 3 (5.17%) User Experience
6 2 (3.45%) Management Information System
6 2 (3.45%) PMI
6 2 (3.45%) Video Conferencing
7 1 (1.72%) Digital Media
7 1 (1.72%) Greenfield Project
Processes & Methodologies
1 58 (100.00%) Analytics
2 28 (48.28%) Machine Learning
3 27 (46.55%) Visualisation
4 24 (41.38%) Business Intelligence
5 22 (37.93%) Data Visualisation
6 14 (24.14%) Agile Software Development
6 14 (24.14%) Stakeholder Management
7 12 (20.69%) Data Modelling
8 11 (18.97%) Mathematics
9 10 (17.24%) Scrum
10 9 (15.52%) Predictive Modelling
11 8 (13.79%) Data Management
12 7 (12.07%) Dashboard Development
12 7 (12.07%) Data Governance
12 7 (12.07%) Experimental Design
12 7 (12.07%) Full Text Search
12 7 (12.07%) Kanban
12 7 (12.07%) Performance Tuning
13 6 (10.34%) Personalization
13 6 (10.34%) Risk Analytics
Programming Languages
1 26 (44.83%) Python
2 25 (43.10%) R
3 24 (41.38%) SQL
4 13 (22.41%) JavaScript
5 7 (12.07%) PHP
6 5 (8.62%) Java
7 3 (5.17%) Scala
8 2 (3.45%) C#
9 1 (1.72%) Bash Shell
Qualifications
1 12 (20.69%) Degree
2 7 (12.07%) Computer Science Degree
2 7 (12.07%) SC Cleared
2 7 (12.07%) Security Cleared
3 4 (6.90%) Master's Degree
4 3 (5.17%) PhD
5 2 (3.45%) PMI Certification
5 2 (3.45%) PMP
6 1 (1.72%) CFA
6 1 (1.72%) PRINCE2 Certification
Quality Assurance & Compliance
1 1 (1.72%) Data Quality
System Software
1 1 (1.72%) Apache Flume
1 1 (1.72%) HDFS
Systems Management
1 1 (1.72%) Hadoop YARN
Vendors
1 16 (27.59%) SAP
2 8 (13.79%) Tableau
3 5 (8.62%) Microsoft
4 3 (5.17%) Google
5 2 (3.45%) MapR
5 2 (3.45%) Oracle
6 1 (1.72%) Adobe
6 1 (1.72%) Cloudera
6 1 (1.72%) Hortonworks
6 1 (1.72%) Hyperion
6 1 (1.72%) Monetate
6 1 (1.72%) Optimizely
6 1 (1.72%) Sage
6 1 (1.72%) Salesforce.com
6 1 (1.72%) SIMUL8
6 1 (1.72%) Talend
6 1 (1.72%) Teradata
6 1 (1.72%) Zuora
London
Lawrence Harvey
Rate: £450.00 - £575.00 per day
Posted: 6 days ago
London
Green Park Interim & Executive Ltd
Rate: Up to £550 per day
Posted: 6 days ago
London
People Source Consulting
Rate: £550 - £600 per day
Posted: 17 days ago
London
CPS Group Limited
Rate: £500 - £501550 per day
Posted: 20 days ago
London
People Source Consulting
Rate: £500 - £600 per day
Posted: 17 days ago