The following table provides summary statistics for contract job vacancies advertised in London with a requirement for Statistical Modelling skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Statistical Modelling over the 3 months to 23 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.

Statistical Modelling
England / London
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 394 380 402
Rank change year-on-year -14 +22  
Contract jobs citing Statistical Modelling 28 47 21
As % of all contract IT jobs advertised in London 0.14% 0.22% 0.090%
As % of the Processes & Methodologies category 0.16% 0.25% 0.11%
Number of daily rates quoted 21 39 10
Median daily rate £488 £475 £525
Median daily rate % change year-on-year +2.63% -9.52%  
90% offered a daily rate of more than £310 £225 £393
10% offered a daily rate of more than £600 £550 £600
UK excluding London median daily rate £433 £450 £450
% change year-on-year -3.88% -  
Number of hourly rates quoted 0 1 2
Median hourly rate - £17.50 £80.00
Median hourly rate % change year-on-year - -78.12%  
UK excluding London median hourly rate - - -

Statistical 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 17919 18449 19236
As % of all contract IT job vacancies advertised in London 86.65% 85.29% 82.10%
Number of daily rates quoted 12848 13494 13624
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 £383
% change year-on-year +3.75% +4.57%  
Number of hourly rates quoted 195 158 261
Median hourly rate £27.00 £21.00 £21.50
Median hourly rate % change year-on-year +28.57% -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 £43.75 £55.00
UK excluding London median hourly rate £33.50 £28.50 £30.00
% change year-on-year +17.54% -5.00%  

Statistical Modelling
Job Vacancy Trend in London

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

Job vacancy trend for Statistical Modelling in London

Statistical Modelling
Contractor Daily Rate Trend in London

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

Contractor daily rate trend for Statistical Modelling in London

Statistical Modelling
Contractor Daily Rate Histogram in London

The daily rate distribution of IT jobs citing Statistical Modelling in London over the 3 months to 23 June 2017.

Contractor daily rate histogram for Statistical Modelling in London

Statistical Modelling
Contractor Hourly Rate Trend in London

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

Contractor hourly rate trend for Statistical Modelling in London

Statistical 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 Statistical Modelling within the London region over the 3 months to 23 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 3 £500 +150.00% 1
Canary Wharf - 3 £475 -
Statistical Modelling
England

For the 6 months to 23 June 2017, IT contractor jobs citing Statistical 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 Statistical Modelling.

1 43 (76.79%) R
2 36 (64.29%) Analytics
2 36 (64.29%) SQL
3 30 (53.57%) Python
4 28 (50.00%) Mathematics
4 28 (50.00%) Analytical Skills
5 25 (44.64%) Degree
6 24 (42.86%) SAS
7 20 (35.71%) Hadoop
8 18 (32.14%) Visualisation
9 17 (30.36%) Big Data
10 15 (26.79%) Apache Spark
11 14 (25.00%) Machine Learning
11 14 (25.00%) Tableau
12 13 (23.21%) SQL Server
13 11 (19.64%) Business Intelligence
13 11 (19.64%) Microsoft Excel
13 11 (19.64%) Data Mining
13 11 (19.64%) Marketing
13 11 (19.64%) Relational Database
14 10 (17.86%) SQL Server Management Studio (SSMS)
14 10 (17.86%) Apache Hive
14 10 (17.86%) Mathematical Modelling
14 10 (17.86%) MATLAB
15 9 (16.07%) Statistics
15 9 (16.07%) Data Analysis
15 9 (16.07%) Computer Science
16 8 (14.29%) Campaign Management
16 8 (14.29%) Campaign Analysis
16 8 (14.29%) Data Visualisation

Statistical 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 24 (42.86%) SAS
2 15 (26.79%) Apache Spark
3 3 (5.36%) Apache Pig
3 3 (5.36%) Apache Solr
4 2 (3.57%) CMS
4 2 (3.57%) Drupal
Applications
1 11 (19.64%) Microsoft Excel
2 8 (14.29%) Microsoft Office
3 1 (1.79%) S-PLUS
3 1 (1.79%) Stata
Business Applications
1 8 (14.29%) Eloqua
1 8 (14.29%) FastStats
Cloud Services
1 2 (3.57%) Adobe Analytics
2 1 (1.79%) Amazon AWS
2 1 (1.79%) Amazon EC2
2 1 (1.79%) Flurry Analytics
2 1 (1.79%) Google Analytics
2 1 (1.79%) Microsoft Azure
Database & Business Intelligence
1 20 (35.71%) Hadoop
2 17 (30.36%) Big Data
3 13 (23.21%) SQL Server
4 11 (19.64%) Data Mining
4 11 (19.64%) Relational Database
5 10 (17.86%) Apache Hive
6 6 (10.71%) Data Warehouse
7 4 (7.14%) Power BI
8 3 (5.36%) Apache Cassandra
8 3 (5.36%) Impala
8 3 (5.36%) MarkLogic
8 3 (5.36%) MongoDB
8 3 (5.36%) NoSQL
8 3 (5.36%) Riak
9 2 (3.57%) MOLAP
9 2 (3.57%) OLAP
9 2 (3.57%) OLAP Cube
9 2 (3.57%) QlikView
9 2 (3.57%) Spotfire
9 2 (3.57%) SQL Server Analysis Services
Development Applications
1 10 (17.86%) SQL Server Management Studio (SSMS)
2 2 (3.57%) Git (software)
General
1 11 (19.64%) Marketing
2 8 (14.29%) Finance
2 8 (14.29%) Legal
2 8 (14.29%) Publishing
3 6 (10.71%) Retail
4 2 (3.57%) Automotive
4 2 (3.57%) Banking
4 2 (3.57%) Front Office
4 2 (3.57%) Investment Banking
4 2 (3.57%) Spanish Language
5 1 (1.79%) Games
5 1 (1.79%) Telecoms
Job Titles
1 22 (39.29%) Analyst
2 17 (30.36%) Data Scientist
3 11 (19.64%) Data Analyst
4 9 (16.07%) SQL Analyst
5 8 (14.29%) Marketing Analyst
6 7 (12.50%) SQL Data Analyst
7 5 (8.93%) Developer
8 4 (7.14%) Junior
8 4 (7.14%) Junior Analyst
8 4 (7.14%) Junior Marketing Analyst
8 4 (7.14%) Marketing Data Analyst
9 3 (5.36%) SAS Analyst
9 3 (5.36%) SAS Data Analyst
10 2 (3.57%) Business Analyst
10 2 (3.57%) Business Data Analyst
10 2 (3.57%) Business Intelligence Analyst
10 2 (3.57%) Data Modeller
10 2 (3.57%) Project Manager
10 2 (3.57%) Quantitative Analyst
10 2 (3.57%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 5 (8.93%) D3.js
1 5 (8.93%) Natural Language Processing
2 3 (5.36%) Hibernate
2 3 (5.36%) JMS
2 3 (5.36%) Kafka
2 3 (5.36%) Lucene
2 3 (5.36%) Spring
3 2 (3.57%) .NET
3 2 (3.57%) AngularJS
3 2 (3.57%) NumPy
3 2 (3.57%) Pandas
4 1 (1.79%) Matplotlib
4 1 (1.79%) scikit-learn
4 1 (1.79%) SciPy
4 1 (1.79%) Seaborn
4 1 (1.79%) TensorFlow
Miscellaneous
1 28 (50.00%) Analytical Skills
2 9 (16.07%) Computer Science
3 8 (14.29%) Data Protection Act
4 7 (12.50%) Algorithms
5 4 (7.14%) User Experience
6 3 (5.36%) Credit Risk
6 3 (5.36%) Greenfield Project
7 1 (1.79%) Replication
7 1 (1.79%) Virtual Team
Operating Systems
1 3 (5.36%) Linux
1 3 (5.36%) Unix
2 1 (1.79%) CentOS
2 1 (1.79%) Red Hat Enterprise Linux
Processes & Methodologies
1 36 (64.29%) Analytics
2 28 (50.00%) Mathematics
3 18 (32.14%) Visualisation
4 14 (25.00%) Machine Learning
5 11 (19.64%) Business Intelligence
6 10 (17.86%) Mathematical Modelling
7 9 (16.07%) Data Analysis
7 9 (16.07%) Statistics
8 8 (14.29%) B2B
8 8 (14.29%) Campaign Analysis
8 8 (14.29%) Campaign Management
8 8 (14.29%) Data Analytics
8 8 (14.29%) Data Protection
8 8 (14.29%) Data Visualisation
8 8 (14.29%) Direct Marketing
8 8 (14.29%) Econometrics
8 8 (14.29%) MapReduce
8 8 (14.29%) Marketing Analytics
9 7 (12.50%) Predictive Modelling
9 7 (12.50%) Statistical Analysis
Programming Languages
1 43 (76.79%) R
2 36 (64.29%) SQL
3 30 (53.57%) Python
4 10 (17.86%) MATLAB
5 8 (14.29%) Java
6 4 (7.14%) C++
6 4 (7.14%) VBA
7 3 (5.36%) Bash Shell
7 3 (5.36%) C
7 3 (5.36%) C#
7 3 (5.36%) JavaScript
7 3 (5.36%) Perl
7 3 (5.36%) Scala
8 2 (3.57%) Shell Script
9 1 (1.79%) Go
9 1 (1.79%) PL/SQL
9 1 (1.79%) T-SQL
Qualifications
1 25 (44.64%) Degree
2 7 (12.50%) PhD
3 4 (7.14%) Computer Science Degree
3 4 (7.14%) Master's Degree
4 3 (5.36%) Security Cleared
5 2 (3.57%) Postgraduate
6 1 (1.79%) DV Cleared
6 1 (1.79%) Numerate Degree
6 1 (1.79%) SC Cleared
Quality Assurance & Compliance
1 1 (1.79%) QA
System Software
1 2 (3.57%) HDFS
Systems Management
1 3 (5.36%) Hadoop YARN
Vendors
1 14 (25.00%) Tableau
2 8 (14.29%) Apteco
3 2 (3.57%) Adobe
3 2 (3.57%) Oracle
3 2 (3.57%) Splunk
4 1 (1.79%) Alteryx
4 1 (1.79%) BT
4 1 (1.79%) Google
4 1 (1.79%) MicroStrategy
London
Parallel Consulting
Rate: Experience Dependant
Posted: 7 hours ago
London
Lawrence Harvey
Rate: £450.00 - £575.00 per day
Posted: 4 days ago