The table below looks at the statistics for Statistical 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 Statistical Modelling over the 3 months to 7 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
7 Dec 2016
Same period 2015 Same period 2014
Statistical Modelling
Rank 405 412 397
Rank change year-on-year
+7 -15
Contract jobs citing Statistical Modelling 26 22 34
As % of all contract IT jobs located in London 0.12% 0.097% 0.14%
As % of the Processes & Methodologies category 0.14% 0.12% 0.18%
Number of daily rates quoted 17 19 26
Median daily rate £500 £500 £400
Median daily rate % change year-on-year
- +25.00%
90% offered a daily rate of more than £315 £388 £170
10% offered a daily rate of more than £585 £600 £563
UK excluding London median daily rate £325 £325 £350
% change year-on-year
- -7.14%
Number of hourly rates quoted 2 0 0
Median hourly rate £20.48 - -
UK excluding London median hourly rate - £19.49 -
Statistical 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
18291 18950 19002
As % of all contract IT jobs located in London 84.82% 83.60% 80.69%
Number of daily rates quoted 13196 13512 14020
Median daily rate £477 £463 £450
Median daily rate % change year-on-year
+3.13% +2.77%
90% offered a daily rate of more than £338 £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 195 231 249
Median hourly rate £24.44 £22.50 £22.50
Median hourly rate % change year-on-year
+8.62% -
90% offered a hourly rate of more than £13.00 £12.50 £11.50
10% offered a hourly rate of more than £55.00 £50.00 £53.50
UK excluding London median hourly rate £31.00 £35.00 £25.00
% change year-on-year
-11.42% +40.00%

Statistical Modelling
Jobs Demand Trend in London

The demand trend of contract jobs across the London region citing Statistical Modelling as a proportion of all IT contracts with a match in the Processes & Methodologies category.

Statistical Modelling Jobs Demand Trend in London

Statistical Modelling
Daily Rate Trend in London

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

Statistical Modelling Daily Rate Trend in London

Statistical Modelling
Daily Rate Histogram in London

This chart provides a histogram of daily rates quoted in contract IT jobs citing Statistical Modelling across the London region over the 3 months to 7 December 2016.

Statistical Modelling Daily Rate Histogram in London

Statistical Modelling
Hourly Rate Trend in London

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

Statistical Modelling Hourly Rate Trend 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 7 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
Canary Wharf +8 4 £575 -17.85%
City of London +3 3 £313 -21.87% 1
Statistical Modelling
England

Statistical Modelling
Top 30 Related IT Skills in London

For the 6 months to 7 December 2016, 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 21 (41.18%) Analytical Skills
2 20 (39.22%) Python
3 19 (37.25%) SQL
4 18 (35.29%) R
5 17 (33.33%) Data Analysis
6 16 (31.37%) Big Data
6 16 (31.37%) Analytics
7 15 (29.41%) Degree
7 15 (29.41%) Hadoop
8 14 (27.45%) Java
9 13 (25.49%) SAS
9 13 (25.49%) Agile Software Development
10 12 (23.53%) Marketing
10 12 (23.53%) Statistics
10 12 (23.53%) Business Intelligence
10 12 (23.53%) Apache Spark
11 11 (21.57%) Machine Learning
11 11 (21.57%) MapReduce
12 10 (19.61%) Tableau
12 10 (19.61%) Perl
13 9 (17.65%) Computer Science
13 9 (17.65%) Security Cleared
13 9 (17.65%) Apache Hive
13 9 (17.65%) Waterfall
14 8 (15.69%) NoSQL
14 8 (15.69%) Unix
14 8 (15.69%) Finance
15 7 (13.73%) Data Warehouse
15 7 (13.73%) MATLAB
15 7 (13.73%) Visualisation

Statistical 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 13 (25.49%) SAS
2 12 (23.53%) Apache Spark
3 7 (13.73%) Apache Pig
3 7 (13.73%) Apache Solr
Applications
1 3 (5.88%) MS Excel
1 3 (5.88%) Spreadsheet
1 3 (5.88%) Stata
2 2 (3.92%) Mathematica
2 2 (3.92%) SPSS
3 1 (1.96%) MS Office
3 1 (1.96%) MS PowerPoint
Business Applications
1 1 (1.96%) SAP Oil and Gas
Cloud Services
1 3 (5.88%) Flurry Analytics
1 3 (5.88%) Google Analytics
2 2 (3.92%) Amazon AWS
2 2 (3.92%) Microsoft Azure
3 1 (1.96%) AdSense
3 1 (1.96%) Amazon EC2
3 1 (1.96%) Cloud Computing
Communications & Networking
1 2 (3.92%) Internet
2 1 (1.96%) Skype
Database & Business Intelligence
1 16 (31.37%) Big Data
2 15 (29.41%) Hadoop
3 9 (17.65%) Apache Hive
4 8 (15.69%) NoSQL
5 7 (13.73%) Apache Cassandra
5 7 (13.73%) Base SAS
5 7 (13.73%) Data Warehouse
5 7 (13.73%) Impala
5 7 (13.73%) MarkLogic
5 7 (13.73%) MongoDB
5 7 (13.73%) Riak
5 7 (13.73%) SAS Enterprise Guide
6 5 (9.80%) QlikView
7 3 (5.88%) Mixpanel
8 2 (3.92%) Data Mining
8 2 (3.92%) SQL Server Analysis Services
8 2 (3.92%) SQL Server Integration Services
8 2 (3.92%) SQL Server Reporting Services
9 1 (1.96%) Relational Database
9 1 (1.96%) SAS EBI
Development Applications
1 1 (1.96%) Cucumber
1 1 (1.96%) JUnit
General
1 12 (23.53%) Marketing
2 8 (15.69%) Finance
3 4 (7.84%) Games
4 3 (5.88%) Advertising
4 3 (5.88%) Retail
4 3 (5.88%) Telecoms
5 2 (3.92%) Banking
5 2 (3.92%) Front Office
5 2 (3.92%) Publishing
6 1 (1.96%) Electronics
6 1 (1.96%) Investment Banking
6 1 (1.96%) Manufacturing
Job Titles
1 15 (29.41%) Analyst
2 10 (19.61%) Data Scientist
3 8 (15.69%) Developer
4 7 (13.73%) PMO Manager
5 6 (11.76%) Data Analyst
6 4 (7.84%) Data Engineer
6 4 (7.84%) Insight Analyst
6 4 (7.84%) Java Developer
6 4 (7.84%) Senior Developer
6 4 (7.84%) Senior Java Developer
7 3 (5.88%) Big Data Engineer
7 3 (5.88%) Customer Analyst
7 3 (5.88%) Software Developer
8 2 (3.92%) Consultant
8 2 (3.92%) Customer Insight Analyst
8 2 (3.92%) Data Consultant
8 2 (3.92%) Machine Learning Scientist
8 2 (3.92%) Senior Software Engineer
8 2 (3.92%) Software Engineer
8 2 (3.92%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 7 (13.73%) Kafka
1 7 (13.73%) Lucene
2 6 (11.76%) Hibernate
2 6 (11.76%) Spring
3 5 (9.80%) JMS
4 3 (5.88%) D3.js
5 1 (1.96%) Gherkin
5 1 (1.96%) Natural Language Processing
5 1 (1.96%) Pandas
5 1 (1.96%) REST
5 1 (1.96%) Struts
Miscellaneous
1 21 (41.18%) Analytical Skills
2 12 (23.53%) Statistics
3 9 (17.65%) Computer Science
4 7 (13.73%) Credit Risk
4 7 (13.73%) Mathematics
4 7 (13.73%) Visualisation
5 6 (11.76%) Algorithms
6 3 (5.88%) Artificial Intelligence
6 3 (5.88%) Mobile App
7 2 (3.92%) Applied Mathematics
7 2 (3.92%) Economics
8 1 (1.96%) Data Extraction
8 1 (1.96%) Derivative
8 1 (1.96%) Foreign Exchange (FX)
8 1 (1.96%) Internet of Things
8 1 (1.96%) Market Risk
8 1 (1.96%) Physics
8 1 (1.96%) Replication
Operating Systems
1 8 (15.69%) Unix
2 3 (5.88%) Linux
3 1 (1.96%) CentOS
3 1 (1.96%) Red Hat Enterprise Linux
Processes & Methodologies
1 17 (33.33%) Data Analysis
2 16 (31.37%) Analytics
3 13 (25.49%) Agile Software Development
4 12 (23.53%) Business Intelligence
5 11 (21.57%) Machine Learning
5 11 (21.57%) MapReduce
6 9 (17.65%) Waterfall
7 7 (13.73%) Open Source
8 6 (11.76%) Stakeholder Management
8 6 (11.76%) Web Analytics
9 5 (9.80%) Data Visualisation
9 5 (9.80%) E-Commerce
10 4 (7.84%) ETL
10 4 (7.84%) Statistical Analysis
11 3 (5.88%) CHAID
11 3 (5.88%) Customer Insight
11 3 (5.88%) Data Analytics
11 3 (5.88%) Monte Carlo Method
11 3 (5.88%) Software Engineering
11 3 (5.88%) Validation
Programming Languages
1 20 (39.22%) Python
2 19 (37.25%) SQL
3 18 (35.29%) R
4 14 (27.45%) Java
5 10 (19.61%) Perl
6 7 (13.73%) Bash Shell
6 7 (13.73%) MATLAB
7 5 (9.80%) Scala
8 4 (7.84%) C++
9 3 (5.88%) Lisp
9 3 (5.88%) Prolog
10 1 (1.96%) C#
10 1 (1.96%) JavaScript
10 1 (1.96%) VBA
Qualifications
1 15 (29.41%) Degree
2 9 (17.65%) Security Cleared
3 5 (9.80%) PhD
4 4 (7.84%) DV Cleared
5 3 (5.88%) CTC Cleared
6 1 (1.96%) SC Cleared
Quality Assurance & Compliance
1 1 (1.96%) Data Quality
System Software
1 2 (3.92%) HDFS
Systems Management
1 7 (13.73%) Hadoop YARN
Vendors
1 10 (19.61%) Tableau
2 3 (5.88%) Cloudera
2 3 (5.88%) Google
3 1 (1.96%) Bloomberg
3 1 (1.96%) DoubleClick
3 1 (1.96%) SAP
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