The following table provides summary statistics for contract job vacancies advertised in London with a requirement for Predictive Modelling skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Predictive Modelling over the 3 months to 24 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 Modelling
England / London
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 379 391 413
Rank change year-on-year +12 +22  
Contract jobs citing Predictive Modelling 33 37 9
As % of all contract IT jobs advertised in London 0.16% 0.17% 0.038%
As % of the Processes & Methodologies category 0.19% 0.20% 0.047%
Number of daily rates quoted 27 35 4
Median daily rate £498 £450 £425
Median daily rate % change year-on-year +10.55% +5.88%  
90% offered a daily rate of more than £390 £450 £300
10% offered a daily rate of more than £674 £530 £655
UK excluding London median daily rate £450 £625 £343
% change year-on-year -28.00% +82.48%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -

Predictive Modelling 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 17711 18496 19220
As % of all contract IT job vacancies advertised in London 86.64% 85.33% 82.14%
Number of daily rates quoted 12688 13519 13610
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 £625 £625
UK excluding London median daily rate £415 £400 £380
% change year-on-year +3.75% +5.26%  
Number of hourly rates quoted 188 159 261
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 Modelling
Job Vacancy Trend in London

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

Job vacancy trend for Predictive Modelling in London

Predictive Modelling
Contractor Daily Rate Trend in London

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

Contractor daily rate trend for Predictive Modelling in London

Predictive Modelling
Contractor Daily Rate Histogram in London

The daily rate distribution of IT jobs citing Predictive Modelling in London over the 3 months to 24 June 2017.

Contractor daily rate histogram for Predictive Modelling 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 24 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 -8 6 £475 +5.55% 2
Predictive Modelling
England

For the 6 months to 24 June 2017, 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 (74.63%) Python
2 45 (67.16%) R
3 42 (62.69%) SQL
4 39 (58.21%) Analytics
5 27 (40.30%) Degree
6 26 (38.81%) Machine Learning
7 21 (31.34%) Data Modelling
8 19 (28.36%) Analytical Skills
9 18 (26.87%) Business Intelligence
10 16 (23.88%) Oracle
10 16 (23.88%) SAS
11 15 (22.39%) Netezza
11 15 (22.39%) Apache Spark
12 14 (20.90%) Relational Database
12 14 (20.90%) Statistics
12 14 (20.90%) Big Data
12 14 (20.90%) Data Warehouse
13 13 (19.40%) SPSS
13 13 (19.40%) C++
13 13 (19.40%) Hadoop
13 13 (19.40%) Mathematics
14 12 (17.91%) Data Management
14 12 (17.91%) Data Analysis
14 12 (17.91%) Java
15 11 (16.42%) Teradata
15 11 (16.42%) NoSQL
15 11 (16.42%) Tableau
16 10 (14.93%) QlikView
16 10 (14.93%) Sybase
16 10 (14.93%) DB2

Predictive Modelling
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 16 (23.88%) SAS
2 15 (22.39%) Apache Spark
3 5 (7.46%) Apache Pig
4 3 (4.48%) Jupyter
5 2 (2.99%) SharePoint
6 1 (1.49%) Tomcat
Applications
1 13 (19.40%) SPSS
2 4 (5.97%) Microsoft Excel
3 2 (2.99%) EViews
Business Applications
1 3 (4.48%) Salesforce.com CRM
Cloud Services
1 3 (4.48%) Amazon AWS
2 1 (1.49%) Azure Data Factory
2 1 (1.49%) Microsoft Azure
2 1 (1.49%) SaaS
Database & Business Intelligence
1 14 (20.90%) Big Data
1 14 (20.90%) Data Warehouse
1 14 (20.90%) Relational Database
2 13 (19.40%) Hadoop
3 11 (16.42%) NoSQL
4 10 (14.93%) DB2
4 10 (14.93%) QlikView
5 9 (13.43%) Data Mining
6 6 (8.96%) Apache Hive
7 4 (5.97%) Spotfire
8 3 (4.48%) BusinessObjects
8 3 (4.48%) SAS EBI
9 2 (2.99%) Amazon Redshift
9 2 (2.99%) Impala
9 2 (2.99%) RDBMS
10 1 (1.49%) HBase
10 1 (1.49%) Parquet
10 1 (1.49%) Qlik Sense
10 1 (1.49%) SAS Enterprise Guide
10 1 (1.49%) Sqoop
Development Applications
1 3 (4.48%) Git (software)
2 1 (1.49%) Jenkins
2 1 (1.49%) JUnit
2 1 (1.49%) Maven
2 1 (1.49%) Mockito
2 1 (1.49%) Sonatype Nexus
General
1 9 (13.43%) Marketing
2 7 (10.45%) Finance
3 4 (5.97%) Retail
4 3 (4.48%) Banking
5 2 (2.99%) Financial Institution
6 1 (1.49%) Advertising
6 1 (1.49%) Aerospace
6 1 (1.49%) French Language
6 1 (1.49%) Games
Job Titles
1 33 (49.25%) Data Scientist
2 15 (22.39%) Analyst
3 13 (19.40%) Data Analyst
4 6 (8.96%) Developer
5 5 (7.46%) Oracle Developer
5 5 (7.46%) SQL Analyst
5 5 (7.46%) SQL Data Analyst
6 4 (5.97%) Junior
6 4 (5.97%) Netezza Developer
7 3 (4.48%) Data Engineer
7 3 (4.48%) Junior Data Scientist
7 3 (4.48%) Machine Learning Scientist
7 3 (4.48%) Senior Data Scientist
8 2 (2.99%) Agile Developer
8 2 (2.99%) Business Data Analyst
8 2 (2.99%) CRM Analyst
8 2 (2.99%) Econometrician
8 2 (2.99%) Insight Analyst
8 2 (2.99%) Lead Data Architect
8 2 (2.99%) SQL Developer
Libraries, Frameworks & Software Standards
1 4 (5.97%) D3.js
1 4 (5.97%) Natural Language Processing
2 3 (4.48%) scikit-learn
2 3 (4.48%) SparkR
3 2 (2.99%) MLlib
3 2 (2.99%) NumPy
3 2 (2.99%) Pandas
4 1 (1.49%) Apache Avro
4 1 (1.49%) Kafka
4 1 (1.49%) Keras
4 1 (1.49%) OpenCV
4 1 (1.49%) PySpark
4 1 (1.49%) RHadoop
4 1 (1.49%) TensorFlow
4 1 (1.49%) Torch
4 1 (1.49%) Web Services
Miscellaneous
1 19 (28.36%) Analytical Skills
2 7 (10.45%) Algorithms
2 7 (10.45%) Computer Science
2 7 (10.45%) Data Structures
3 5 (7.46%) Virtual Team
4 3 (4.48%) Greenfield Project
5 2 (2.99%) Credit Risk
6 1 (1.49%) Digital Media
6 1 (1.49%) Grid Computing
6 1 (1.49%) Reinsurance
Operating Systems
1 1 (1.49%) Linux
Processes & Methodologies
1 39 (58.21%) Analytics
2 26 (38.81%) Machine Learning
3 21 (31.34%) Data Modelling
4 18 (26.87%) Business Intelligence
5 14 (20.90%) Statistics
6 13 (19.40%) Mathematics
7 12 (17.91%) Data Analysis
7 12 (17.91%) Data Management
8 9 (13.43%) Predictive Analytics
8 9 (13.43%) Visualisation
9 8 (11.94%) Agile Software Development
9 8 (11.94%) Data Transformation
9 8 (11.94%) SDLC
9 8 (11.94%) Statistical Analysis
10 7 (10.45%) CRM
10 7 (10.45%) Dimensional Modelling
10 7 (10.45%) Neural Network
10 7 (10.45%) Statistical Modelling
11 6 (8.96%) ETL
11 6 (8.96%) Scrum
Programming Languages
1 50 (74.63%) Python
2 45 (67.16%) R
3 42 (62.69%) SQL
4 13 (19.40%) C++
5 12 (17.91%) Java
6 9 (13.43%) Scala
7 6 (8.96%) MATLAB
8 3 (4.48%) PL/SQL
9 2 (2.99%) VBA
10 1 (1.49%) C
10 1 (1.49%) C#
10 1 (1.49%) Go
10 1 (1.49%) JavaScript
10 1 (1.49%) T-SQL
Qualifications
1 27 (40.30%) Degree
2 5 (7.46%) PhD
3 2 (2.99%) Postgraduate
4 1 (1.49%) Computer Science Degree
Quality Assurance & Compliance
1 8 (11.94%) Data Quality
System Software
1 3 (4.48%) Apache Flume
2 2 (2.99%) Docker
3 1 (1.49%) Apache ZooKeeper
3 1 (1.49%) HDFS
Systems Management
1 2 (2.99%) Hadoop YARN
1 2 (2.99%) Oozie
Vendors
1 16 (23.88%) Oracle
2 15 (22.39%) Netezza
3 11 (16.42%) Tableau
3 11 (16.42%) Teradata
4 10 (14.93%) Sybase
5 7 (10.45%) Microsoft
5 7 (10.45%) RapidMiner
6 3 (4.48%) Cognos
6 3 (4.48%) Google
6 3 (4.48%) Salesforce.com
7 2 (2.99%) Alteryx
8 1 (1.49%) Cloudera
8 1 (1.49%) SIMUL8
London
Green Park Interim & Executive Ltd
Rate: Up to £550 per day
Posted: 5 days ago