The table below looks at the statistics for Statistical Modelling skills in IT contracts advertised for the England region. Included is a guide to the contractor rates offered in IT contracts that have cited Statistical Modelling over the 3 months to 24 February 2017 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
24 Feb 2017
Same period 2016 Same period 2015
Statistical Modelling
UK / England
Rank 529 576 552
Rank change year-on-year
+47 -24
Contract jobs citing Statistical Modelling 50 36 47
As % of all contract IT jobs located in England 0.12% 0.075% 0.098%
As % of the Processes & Methodologies category 0.14% 0.091% 0.12%
Number of daily rates quoted 33 30 39
Median daily rate £375 £435 £430
Median daily rate % change year-on-year
-13.79% +1.16%
90% offered a daily rate of more than £186 £256 £310
10% offered a daily rate of more than £650 £700 £550
UK excluding London median daily rate £263 £413 £473
% change year-on-year
-36.36% -12.69%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the England region.

Processes & Methodologies Category
England
Contract IT job ads with a match in the
Processes & Methodologies category
34750 39516 38053
As % of all contract IT jobs located in England 82.98% 82.86% 79.74%
Number of daily rates quoted 23216 26235 24416
Median daily rate £450 £425 £425
Median daily rate % change year-on-year
+5.88% -
90% offered a daily rate of more than £300 £300 £280
10% offered a daily rate of more than £600 £600 £580
UK excluding London median daily rate £408 £400 £400
% change year-on-year
+1.87% -
Number of hourly rates quoted 864 1083 1029
Median hourly rate £36.50 £37.50 £26.50
Median hourly rate % change year-on-year
-2.66% +41.50%
90% offered a hourly rate of more than £13.50 £12.90 £12.00
10% offered a hourly rate of more than £53.50 £55.00 £49.50
UK excluding London median hourly rate £36.00 £40.00 £27.50
% change year-on-year
-10.00% +45.45%

Statistical Modelling
Jobs Demand Trend in England

The demand trend of contract jobs across the England 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 England

Statistical Modelling
Daily Rate Trend in England

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

Statistical Modelling Daily Rate Trend in England

Statistical Modelling
Daily Rate Histogram in England

This chart provides a histogram of daily rates quoted in contract IT jobs citing Statistical Modelling across the England region over the 3 months to 24 February 2017.

Statistical Modelling Daily Rate Histogram in England

Statistical Modelling
Hourly Rate Trend in England

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

Statistical Modelling Hourly Rate Trend in England

Statistical Modelling
Contract Job Locations in England

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 England region over the 3 months to 24 February 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
London +35 33 £413 -28.26% 13
South East +31 12 £200 -11.11% 3
North West +22 2 £375 -9.09% 3
Yorkshire - 2 - - 4
North East - 1 - -
Statistical Modelling
UK

Statistical Modelling
Top 30 Related IT Skills in England

For the 6 months to 24 February 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 England region with a requirement for Statistical Modelling.

1 52 (50.49%) SQL
2 45 (43.69%) Analytics
3 40 (38.83%) Analytical Skills
4 37 (35.92%) R
5 34 (33.01%) Python
6 32 (31.07%) Big Data
6 32 (31.07%) Marketing
7 29 (28.16%) Mathematics
8 27 (26.21%) Hadoop
8 27 (26.21%) SAS
9 25 (24.27%) Apache Spark
10 24 (23.30%) Finance
11 23 (22.33%) Data Analysis
11 23 (22.33%) Statistics
12 22 (21.36%) Business Intelligence
13 21 (20.39%) Data Warehouse
13 21 (20.39%) Degree
14 19 (18.45%) MapReduce
15 18 (17.48%) Java
16 17 (16.50%) Tableau
16 17 (16.50%) Visualisation
16 17 (16.50%) Apache Hive
17 16 (15.53%) Stakeholder Management
18 15 (14.56%) Agile Software Development
19 14 (13.59%) Data Mining
19 14 (13.59%) Perl
19 14 (13.59%) SQL Server
19 14 (13.59%) Data Visualisation
19 14 (13.59%) Actionable Insight
20 13 (12.62%) MS Excel

Statistical Modelling
Top Related IT Skills in England 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 (26.21%) SAS
2 25 (24.27%) Apache Spark
3 12 (11.65%) Apache Pig
3 12 (11.65%) Apache Solr
4 2 (1.94%) CMS
4 2 (1.94%) Drupal
Applications
1 13 (12.62%) MS Excel
2 11 (10.68%) MS Office
3 8 (7.77%) SPSS
4 3 (2.91%) MS PowerPoint
4 3 (2.91%) Spreadsheet
4 3 (2.91%) Stata
5 2 (1.94%) SPSS Modeler
Business Applications
1 4 (3.88%) Eloqua
1 4 (3.88%) FastStats
2 1 (0.97%) SAP Oil and Gas
Cloud Services
1 3 (2.91%) Amazon AWS
1 3 (2.91%) Amazon EC2
1 3 (2.91%) Flurry Analytics
1 3 (2.91%) Google Analytics
1 3 (2.91%) Microsoft Azure
2 1 (0.97%) AdSense
2 1 (0.97%) Cloud Computing
Communications & Networking
1 2 (1.94%) Internet
Database & Business Intelligence
1 32 (31.07%) Big Data
2 27 (26.21%) Hadoop
3 21 (20.39%) Data Warehouse
4 17 (16.50%) Apache Hive
5 14 (13.59%) Data Mining
5 14 (13.59%) SQL Server
6 12 (11.65%) Apache Cassandra
6 12 (11.65%) Base SAS
6 12 (11.65%) Impala
6 12 (11.65%) MarkLogic
6 12 (11.65%) MongoDB
6 12 (11.65%) NoSQL
6 12 (11.65%) Riak
7 11 (10.68%) Relational Database
8 10 (9.71%) QlikView
9 8 (7.77%) SAS Enterprise Guide
10 7 (6.80%) MS Access
11 6 (5.83%) Qlik Sense
11 6 (5.83%) SAS Data Integration Studio
12 5 (4.85%) BusinessObjects
Development Applications
1 7 (6.80%) SQL Server Management Studio (SSMS)
2 4 (3.88%) Visual Studio
3 3 (2.91%) Git (software)
4 1 (0.97%) Cucumber
4 1 (0.97%) JUnit
General
1 32 (31.07%) Marketing
2 24 (23.30%) Finance
3 10 (9.71%) Telecoms
4 9 (8.74%) Advertising
5 7 (6.80%) Banking
6 6 (5.83%) Publishing
7 4 (3.88%) Front Office
7 4 (3.88%) Investment Banking
7 4 (3.88%) Legal
7 4 (3.88%) Retail
8 3 (2.91%) Games
9 2 (1.94%) Automotive
9 2 (1.94%) Spanish Language
10 1 (0.97%) Electronics
10 1 (0.97%) Manufacturing
Job Titles
1 37 (35.92%) Analyst
2 17 (16.50%) Developer
3 14 (13.59%) Data Scientist
4 11 (10.68%) Insight Analyst
5 10 (9.71%) Data Analyst
6 7 (6.80%) Customer Analyst
6 7 (6.80%) PMO Manager
7 6 (5.83%) Customer Insight Analyst
7 6 (5.83%) Java Developer
7 6 (5.83%) Senior Developer
7 6 (5.83%) Senior Java Developer
8 5 (4.85%) Research Analyst
9 4 (3.88%) Big Data Engineer
9 4 (3.88%) Consultant
9 4 (3.88%) Data Engineer
9 4 (3.88%) Junior Analyst
9 4 (3.88%) Marketing Analyst
9 4 (3.88%) Senior Software Engineer
9 4 (3.88%) SQL Analyst
9 4 (3.88%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 12 (11.65%) Kafka
1 12 (11.65%) Lucene
2 10 (9.71%) Hibernate
2 10 (9.71%) Spring
3 9 (8.74%) JMS
4 4 (3.88%) .NET
5 3 (2.91%) AngularJS
5 3 (2.91%) D3.js
5 3 (2.91%) Natural Language Processing
6 1 (0.97%) Gherkin
6 1 (0.97%) NumPy
6 1 (0.97%) Pandas
6 1 (0.97%) REST
6 1 (0.97%) SciPy
6 1 (0.97%) Struts
Miscellaneous
1 40 (38.83%) Analytical Skills
2 12 (11.65%) Credit Risk
3 11 (10.68%) Algorithms
3 11 (10.68%) Computer Science
4 4 (3.88%) Data Protection Act
5 3 (2.91%) Replication
6 2 (1.94%) Mobile App
7 1 (0.97%) Internet of Things
7 1 (0.97%) Market Risk
7 1 (0.97%) Smart Meter
7 1 (0.97%) User Experience
Operating Systems
1 13 (12.62%) Unix
2 7 (6.80%) Linux
3 3 (2.91%) CentOS
3 3 (2.91%) Red Hat Enterprise Linux
Processes & Methodologies
1 45 (43.69%) Analytics
2 29 (28.16%) Mathematics
3 23 (22.33%) Data Analysis
3 23 (22.33%) Statistics
4 22 (21.36%) Business Intelligence
5 19 (18.45%) MapReduce
6 17 (16.50%) Visualisation
7 16 (15.53%) Stakeholder Management
8 15 (14.56%) Agile Software Development
9 14 (13.59%) Actionable Insight
9 14 (13.59%) Data Visualisation
10 12 (11.65%) ETL
10 12 (11.65%) Machine Learning
10 12 (11.65%) Open Source
10 12 (11.65%) Waterfall
10 12 (11.65%) Web Analytics
11 10 (9.71%) Campaign Analysis
12 9 (8.74%) Data Management
12 9 (8.74%) Statistical Analysis
13 8 (7.77%) Project Management
Programming Languages
1 52 (50.49%) SQL
2 37 (35.92%) R
3 34 (33.01%) Python
4 18 (17.48%) Java
5 14 (13.59%) Perl
6 12 (11.65%) Bash Shell
7 9 (8.74%) MATLAB
7 9 (8.74%) VBA
8 8 (7.77%) Scala
9 6 (5.83%) C++
9 6 (5.83%) JavaScript
10 5 (4.85%) C#
11 4 (3.88%) VB
12 3 (2.91%) C
12 3 (2.91%) Shell Script
13 2 (1.94%) Lisp
13 2 (1.94%) Prolog
14 1 (0.97%) VB.NET
Qualifications
1 21 (20.39%) Degree
2 11 (10.68%) Security Cleared
3 10 (9.71%) PhD
4 6 (5.83%) DV Cleared
5 3 (2.91%) CTC Cleared
6 2 (1.94%) SC Cleared
7 1 (0.97%) Postgraduate
Quality Assurance & Compliance
1 1 (0.97%) Data Quality
1 1 (0.97%) Disclosure Scotland
System Software
1 5 (4.85%) HDFS
Systems Management
1 12 (11.65%) Hadoop YARN
Vendors
1 17 (16.50%) Tableau
2 7 (6.80%) Oracle
3 6 (5.83%) SAP
4 5 (4.85%) Netezza
5 4 (3.88%) Apteco
5 4 (3.88%) Microsoft
6 3 (2.91%) Cloudera
6 3 (2.91%) Google
6 3 (2.91%) Splunk
7 2 (1.94%) IBM
8 1 (0.97%) Alteryx
8 1 (0.97%) DoubleClick
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