The table below looks at the statistics for Statistical Modelling skills in IT contracts advertised across the UK. Included is a guide to the contractor rates offered in IT contracts that have cited Statistical Modelling over the 3 months to 18 January 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
18 Jan 2017
Same period 2016 Same period 2015
Statistical Modelling
UK
Rank 555 577 555
Rank change year-on-year
+22 -22
Contract jobs citing Statistical Modelling 45 41 46
As % of all contract IT jobs located in the UK 0.10% 0.081% 0.092%
As % of the Processes & Methodologies category 0.12% 0.099% 0.12%
Number of daily rates quoted 26 28 38
Median daily rate £375 £435 £400
Median daily rate % change year-on-year
-13.79% +8.75%
90% offered a daily rate of more than £196 £273 £309
10% offered a daily rate of more than £600 £610 £598
UK excluding London median daily rate £200 £325 £430
% change year-on-year
-38.46% -24.41%
Number of hourly rates quoted 0 2 0
Median hourly rate - £19.49 -
UK excluding London median hourly rate - £19.49 -

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

Processes & Methodologies Category
UK
Contract IT job ads with a match in the
Processes & Methodologies category
36851 41553 39200
As % of all contract IT jobs located in the UK 82.17% 81.71% 78.55%
Number of daily rates quoted 24406 26875 25353
Median daily rate £450 £425 £423
Median daily rate % change year-on-year
+5.88% +0.59%
90% offered a daily rate of more than £300 £293 £283
10% offered a daily rate of more than £600 £600 £575
UK excluding London median daily rate £410 £400 £390
% change year-on-year
+2.50% +2.56%
Number of hourly rates quoted 941 1218 1044
Median hourly rate £33.28 £37.50 £25.00
Median hourly rate % change year-on-year
-11.25% +50.00%
90% offered a hourly rate of more than £12.50 £13.00 £12.00
10% offered a hourly rate of more than £50.00 £55.00 £47.50
UK excluding London median hourly rate £34.75 £39.00 £25.50
% change year-on-year
-10.89% +52.94%

Statistical Modelling
Jobs Demand Trend

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

Statistical Modelling Jobs Demand Trend in the UK

Statistical Modelling
Daily Rate Trend

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

Statistical Modelling Daily Rate Trend in the UK

Statistical Modelling
Daily Rate Histogram

This chart provides a histogram of daily rates quoted in contract IT jobs citing Statistical Modelling within the UK over the 3 months to 18 January 2017.

Statistical Modelling Daily Rate Histogram in the UK

Statistical Modelling
Hourly Rate Trend

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

Statistical Modelling Hourly Rate Trend in the UK

Statistical Modelling
Top 18 Contract Locations

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 UK over the 3 months to 18 January 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
England +29 42 £375 -10.71% 40
London +15 26 £525 -4.54% 25
South East +25 7 £200 -22.33% 4
Hampshire - 5 £200 -
Hook - 5 £200 -
North West +18 4 £375 -9.90% 2
Canary Wharf - 4 £575 -
Scotland +25 3 £290 -51.66%
Glasgow +10 3 £290 -
Berkshire +8 2 £325 +73.33%
Wokingham - 2 £325 -
Yorkshire - 2 - - 1
West Yorkshire - 2 - - 1
North East - 2 - -
Manchester +15 1 - - 2
East Midlands +2 1 - -
Nottinghamshire - 1 - -
Nottingham - 1 - -

Statistical Modelling
Top 30 Related IT Skills

For the 6 months to 18 January 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 with a requirement for Statistical Modelling.

1 49 (49.49%) SQL
2 43 (43.43%) Analytics
3 34 (34.34%) Python
4 32 (32.32%) Big Data
4 32 (32.32%) Analytical Skills
5 31 (31.31%) Marketing
6 27 (27.27%) SAS
6 27 (27.27%) R
7 26 (26.26%) Hadoop
7 26 (26.26%) Finance
8 24 (24.24%) Business Intelligence
8 24 (24.24%) Java
9 22 (22.22%) Statistics
9 22 (22.22%) Data Analysis
10 21 (21.21%) Apache Spark
11 20 (20.20%) Apache Hive
12 19 (19.19%) Perl
13 18 (18.18%) Data Warehouse
14 17 (17.17%) Degree
14 17 (17.17%) Agile Software Development
14 17 (17.17%) MapReduce
15 16 (16.16%) Tableau
16 15 (15.15%) Credit Risk
16 15 (15.15%) Base SAS
16 15 (15.15%) Unix
17 14 (14.14%) Web Analytics
18 13 (13.13%) Stakeholder Management
18 13 (13.13%) Data Mining
18 13 (13.13%) Visualisation
19 12 (12.12%) Open Source

Statistical Modelling
Top Related IT Skills 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 (27.27%) SAS
2 21 (21.21%) Apache Spark
3 11 (11.11%) Apache Pig
3 11 (11.11%) Apache Solr
4 1 (1.01%) Cloud Foundry
Applications
1 9 (9.09%) SPSS
2 6 (6.06%) MS Excel
3 4 (4.04%) MS Office
4 3 (3.03%) MS PowerPoint
4 3 (3.03%) Spreadsheet
4 3 (3.03%) Stata
5 2 (2.02%) Mathematica
Business Applications
1 1 (1.01%) SAP Oil and Gas
Cloud Services
1 3 (3.03%) Amazon AWS
1 3 (3.03%) Amazon EC2
1 3 (3.03%) Flurry Analytics
1 3 (3.03%) Google Analytics
1 3 (3.03%) Microsoft Azure
2 1 (1.01%) AdSense
2 1 (1.01%) Cloud Computing
Communications & Networking
1 5 (5.05%) DNS
1 5 (5.05%) Firewall
2 2 (2.02%) Internet
Database & Business Intelligence
1 32 (32.32%) Big Data
2 26 (26.26%) Hadoop
3 20 (20.20%) Apache Hive
4 18 (18.18%) Data Warehouse
5 15 (15.15%) Base SAS
6 13 (13.13%) Data Mining
7 11 (11.11%) Apache Cassandra
7 11 (11.11%) Impala
7 11 (11.11%) MarkLogic
7 11 (11.11%) MongoDB
7 11 (11.11%) NoSQL
7 11 (11.11%) QlikView
7 11 (11.11%) Riak
7 11 (11.11%) SAS Enterprise Guide
8 7 (7.07%) SAS Data Integration Studio
9 6 (6.06%) BusinessObjects
9 6 (6.06%) Qlik Sense
10 5 (5.05%) Relational Database
10 5 (5.05%) SQL Server
11 4 (4.04%) MS Access
Development Applications
1 7 (7.07%) Git (software)
2 5 (5.05%) JIRA
3 4 (4.04%) Visual Studio
4 1 (1.01%) Cucumber
4 1 (1.01%) Jenkins
4 1 (1.01%) JUnit
General
1 31 (31.31%) Marketing
2 26 (26.26%) Finance
3 9 (9.09%) Telecoms
4 8 (8.08%) Advertising
5 7 (7.07%) Banking
6 4 (4.04%) Front Office
6 4 (4.04%) Games
6 4 (4.04%) Investment Banking
7 3 (3.03%) Retail
8 2 (2.02%) Publishing
9 1 (1.01%) Electronics
9 1 (1.01%) Manufacturing
Job Titles
1 32 (32.32%) Analyst
2 15 (15.15%) Data Scientist
2 15 (15.15%) Developer
3 11 (11.11%) Insight Analyst
4 8 (8.08%) Customer Analyst
5 7 (7.07%) Consultant
5 7 (7.07%) Customer Insight Analyst
5 7 (7.07%) Data Analyst
5 7 (7.07%) PMO Manager
6 5 (5.05%) Data Engineer
6 5 (5.05%) Java Developer
6 5 (5.05%) Research Analyst
6 5 (5.05%) Senior Developer
6 5 (5.05%) Senior Java Developer
7 4 (4.04%) Big Data Engineer
7 4 (4.04%) Senior Software Engineer
7 4 (4.04%) Software Engineer
8 3 (3.03%) Qualitative Analyst
8 3 (3.03%) Software Developer
8 3 (3.03%) Splunk Engineer
Libraries, Frameworks & Software Standards
1 11 (11.11%) Kafka
1 11 (11.11%) Lucene
2 9 (9.09%) Hibernate
2 9 (9.09%) Spring
3 8 (8.08%) JMS
4 3 (3.03%) D3.js
4 3 (3.03%) Natural Language Processing
4 3 (3.03%) Regular Expression
5 2 (2.02%) .NET
5 2 (2.02%) AngularJS
6 1 (1.01%) Gherkin
6 1 (1.01%) RAML
6 1 (1.01%) REST
6 1 (1.01%) RESTful
6 1 (1.01%) Struts
6 1 (1.01%) Swagger
Miscellaneous
1 32 (32.32%) Analytical Skills
2 22 (22.22%) Statistics
3 15 (15.15%) Credit Risk
4 13 (13.13%) Visualisation
5 11 (11.11%) Algorithms
5 11 (11.11%) Computer Science
5 11 (11.11%) Mathematics
6 6 (6.06%) Data Integration
7 3 (3.03%) Artificial Intelligence
7 3 (3.03%) Economics
7 3 (3.03%) Replication
8 2 (2.02%) Applied Mathematics
8 2 (2.02%) Mobile App
8 2 (2.02%) Physics
9 1 (1.01%) Data Extraction
9 1 (1.01%) Derivative
9 1 (1.01%) Foreign Exchange (FX)
9 1 (1.01%) Internet of Things
9 1 (1.01%) Market Risk
Operating Systems
1 15 (15.15%) Unix
2 9 (9.09%) Linux
3 3 (3.03%) CentOS
3 3 (3.03%) Red Hat Enterprise Linux
Processes & Methodologies
1 43 (43.43%) Analytics
2 24 (24.24%) Business Intelligence
3 22 (22.22%) Data Analysis
4 17 (17.17%) Agile Software Development
4 17 (17.17%) MapReduce
5 14 (14.14%) Web Analytics
6 13 (13.13%) Stakeholder Management
7 12 (12.12%) Data Visualisation
7 12 (12.12%) Machine Learning
7 12 (12.12%) Open Source
7 12 (12.12%) Waterfall
8 10 (10.10%) Actionable Insight
9 9 (9.09%) Customer Insight
9 9 (9.09%) ETL
10 8 (8.08%) Data Analytics
10 8 (8.08%) Statistical Analysis
11 7 (7.07%) Campaign Analysis
11 7 (7.07%) Data Management
11 7 (7.07%) Kalman Filter
11 7 (7.07%) Market Research
Programming Languages
1 49 (49.49%) SQL
2 34 (34.34%) Python
3 27 (27.27%) R
4 24 (24.24%) Java
5 19 (19.19%) Perl
6 11 (11.11%) Bash Shell
7 10 (10.10%) MATLAB
8 9 (9.09%) Scala
9 5 (5.05%) C++
9 5 (5.05%) JavaScript
9 5 (5.05%) VBA
10 4 (4.04%) VB
11 3 (3.03%) C#
11 3 (3.03%) Lisp
11 3 (3.03%) Prolog
12 2 (2.02%) C
12 2 (2.02%) Shell Script
13 1 (1.01%) VB.NET
Qualifications
1 17 (17.17%) Degree
2 12 (12.12%) Security Cleared
3 9 (9.09%) PhD
4 7 (7.07%) DV Cleared
5 5 (5.05%) CISSP
5 5 (5.05%) SANS
6 3 (3.03%) CTC Cleared
7 2 (2.02%) SC Cleared
Quality Assurance & Compliance
1 1 (1.01%) Data Quality
1 1 (1.01%) QA
System Software
1 4 (4.04%) HDFS
Systems Management
1 11 (11.11%) Hadoop YARN
2 5 (5.05%) ArcSight ESM
2 5 (5.05%) QRadar
3 1 (1.01%) Computer Emergency Response Teams
Vendors
1 16 (16.16%) Tableau
2 7 (7.07%) IBM
2 7 (7.07%) SAP
2 7 (7.07%) Splunk
3 5 (5.05%) ArcSight
3 5 (5.05%) MapR
3 5 (5.05%) Netezza
3 5 (5.05%) Symantec
4 4 (4.04%) Cloudera
4 4 (4.04%) Microsoft
4 4 (4.04%) Oracle
5 3 (3.03%) Google
6 1 (1.01%) DoubleClick
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