The table below looks at the statistics for Statistical Analysis 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 Analysis 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 Analysis
UK / England
Rank 490 547 509
Rank change year-on-year
+57 -38
Contract jobs citing Statistical Analysis 80 47 72
As % of all contract IT jobs located in England 0.19% 0.10% 0.16%
As % of the Processes & Methodologies category 0.23% 0.12% 0.20%
Number of daily rates quoted 53 26 51
Median daily rate £525 £370 £390
Median daily rate % change year-on-year
+42.08% -5.25%
90% offered a daily rate of more than £325 £190 £200
10% offered a daily rate of more than £825 £500 £525
UK excluding London median daily rate £438 £364 £325
% change year-on-year
+20.19% +12.00%
Number of hourly rates quoted 1 4 3
Median hourly rate £20.28 £36.75 £19.18
Median hourly rate % change year-on-year
-44.82% +91.60%
UK excluding London median hourly rate - £45.50 £42.50
% change year-on-year
- +7.05%

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
34227 38172 35882
As % of all contract IT jobs located in England 82.40% 82.02% 78.73%
Number of daily rates quoted 22819 25025 23588
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 £285
10% offered a daily rate of more than £600 £600 £588
UK excluding London median daily rate £410 £400 £390
% change year-on-year
+2.50% +2.56%
Number of hourly rates quoted 855 1112 969
Median hourly rate £33.00 £37.30 £25.00
Median hourly rate % change year-on-year
-11.51% +49.18%
90% offered a hourly rate of more than £13.00 £12.76 £11.93
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 Analysis
Jobs Demand Trend in England

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

Statistical Analysis Jobs Demand Trend in England

Statistical Analysis
Daily Rate Trend in England

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

Statistical Analysis Daily Rate Trend in England

Statistical Analysis
Daily Rate Histogram in England

This chart provides a histogram of daily rates quoted in contract IT jobs citing Statistical Analysis across the England region over the 3 months to 18 January 2017.

Statistical Analysis Daily Rate Histogram in England

Statistical Analysis
Hourly Rate Trend in England

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

Statistical Analysis Hourly Rate Trend in England

Statistical Analysis
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 Analysis within the England region 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
London +33 50 £525 +31.25% 23
South East +18 6 £625 +111.86% 2
East Midlands +8 6 £644 - 1
East of England +3 5 £550 +10.00% 3
Yorkshire - 4 £330 - 2
South West - 4 £494 -
North West +18 2 £350 -10.71% 1
West Midlands - 2 £425 - 5
North East - 1 - -
Statistical Analysis
UK

Statistical Analysis
Top 30 Related IT Skills in England

For the 6 months to 18 January 2017, IT contractor jobs citing Statistical Analysis 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 Analysis.

1 63 (39.13%) SQL
2 46 (28.57%) Finance
3 45 (27.95%) Python
4 44 (27.33%) R
5 43 (26.71%) Business Intelligence
6 40 (24.84%) Analytics
6 40 (24.84%) Analytical Skills
7 37 (22.98%) Machine Learning
8 33 (20.50%) Statistics
8 33 (20.50%) Scala
9 32 (19.88%) Java
10 31 (19.25%) Mathematics
10 31 (19.25%) Data Analysis
11 30 (18.63%) Marketing
11 30 (18.63%) Degree
12 27 (16.77%) Agile Software Development
12 27 (16.77%) Linux
13 26 (16.15%) SAS
13 26 (16.15%) Visualisation
13 26 (16.15%) Big Data
14 23 (14.29%) Algorithms
14 23 (14.29%) C++
14 23 (14.29%) Hadoop
15 21 (13.04%) Apache Spark
16 20 (12.42%) Apache Hive
16 20 (12.42%) Security Cleared
16 20 (12.42%) Credit Risk
16 20 (12.42%) Data Mining
17 18 (11.18%) MS Excel
17 18 (11.18%) ITIL

Statistical Analysis
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 26 (16.15%) SAS
2 21 (13.04%) Apache Spark
3 10 (6.21%) Apache
4 6 (3.73%) Apache Pig
5 1 (0.62%) CMS
5 1 (0.62%) Confluence
5 1 (0.62%) Elasticsearch
5 1 (0.62%) Luigi
Applications
1 18 (11.18%) MS Excel
2 14 (8.70%) MS PowerPoint
3 11 (6.83%) SPSS
4 9 (5.59%) MS Office
5 8 (4.97%) Spreadsheet
6 6 (3.73%) MS Visio
7 4 (2.48%) Weka
8 3 (1.86%) MS Project
9 2 (1.24%) Stata
Business Applications
1 3 (1.86%) SAP Oil and Gas
2 2 (1.24%) Radian6
2 2 (1.24%) Remedy ITSM
2 2 (1.24%) WebTrends
3 1 (0.62%) Aareon QL
3 1 (0.62%) Academy Housing
3 1 (0.62%) MIS ActiveH
3 1 (0.62%) Northgate Housing
3 1 (0.62%) OPENHousing
3 1 (0.62%) Orchard Housing
3 1 (0.62%) Servitor
Cloud Services
1 13 (8.07%) GitHub
2 10 (6.21%) Amazon AWS
3 9 (5.59%) IaaS
3 9 (5.59%) PaaS
4 4 (2.48%) Google Analytics
5 2 (1.24%) Adobe Analytics
5 2 (1.24%) Flurry Analytics
Communications & Networking
1 13 (8.07%) Internet
1 13 (8.07%) Kerberos
1 13 (8.07%) LDAP
2 9 (5.59%) DKIM
2 9 (5.59%) DMARC
2 9 (5.59%) SMTP
3 1 (0.62%) Wireless
Database & Business Intelligence
1 26 (16.15%) Big Data
2 23 (14.29%) Hadoop
3 20 (12.42%) Apache Hive
3 20 (12.42%) Data Mining
4 9 (5.59%) QlikView
5 6 (3.73%) Data Warehouse
5 6 (3.73%) Power BI
5 6 (3.73%) Spotfire
5 6 (3.73%) SQL Server
6 5 (3.11%) Mahout
6 5 (3.11%) Relational Database
6 5 (3.11%) SQL Server Integration Services
7 4 (2.48%) BusinessObjects
7 4 (2.48%) SQL Server Reporting Services
8 3 (1.86%) Base SAS
8 3 (1.86%) NoSQL
9 2 (1.24%) HBase
9 2 (1.24%) MongoDB
9 2 (1.24%) OLAP Cube
9 2 (1.24%) SQL Server 2012
Development Applications
1 13 (8.07%) Git (software)
1 13 (8.07%) Jenkins
1 13 (8.07%) Maven
2 3 (1.86%) Gerrit
3 1 (0.62%) Axure RP
3 1 (0.62%) Cucumber
3 1 (0.62%) GoCD
3 1 (0.62%) JIRA
3 1 (0.62%) JUnit
3 1 (0.62%) SonarQube
3 1 (0.62%) Sonatype Nexus
3 1 (0.62%) Subversion
3 1 (0.62%) Team Foundation Server
3 1 (0.62%) Vagrant
3 1 (0.62%) Visual Studio
General
1 46 (28.57%) Finance
2 30 (18.63%) Marketing
3 17 (10.56%) Banking
4 10 (6.21%) Retail
5 7 (4.35%) Investment Banking
6 6 (3.73%) Front Office
7 4 (2.48%) Telecoms
8 3 (1.86%) Electronics
8 3 (1.86%) Financial Institution
8 3 (1.86%) Games
8 3 (1.86%) Manufacturing
8 3 (1.86%) Pharmaceutical
9 1 (0.62%) Automotive
9 1 (0.62%) Legal
9 1 (0.62%) Local Government
9 1 (0.62%) Retail Banking
Job Titles
1 46 (28.57%) Analyst
2 26 (16.15%) Data Scientist
2 26 (16.15%) Developer
3 18 (11.18%) Data Analyst
4 13 (8.07%) DevOps Engineer
5 11 (6.83%) Java Developer
5 11 (6.83%) Machine Learning Scientist
6 9 (5.59%) Hadoop Engineer
6 9 (5.59%) Project Manager
7 8 (4.97%) Business Analyst
7 8 (4.97%) Risk Analyst
8 7 (4.35%) Market Risk Analyst
8 7 (4.35%) Qualitative Analyst
8 7 (4.35%) Quantitative Analyst
8 7 (4.35%) Quantitative Risk Analyst
8 7 (4.35%) Statistical Analyst
9 6 (3.73%) Big Data Engineer
10 5 (3.11%) Consultant
10 5 (3.11%) SQL Analyst
11 4 (2.48%) Senior Developer
Libraries, Frameworks & Software Standards
1 15 (9.32%) D3.js
2 10 (6.21%) Kafka
3 8 (4.97%) Natural Language Processing
4 7 (4.35%) scikit-learn
5 6 (3.73%) NumPy
6 4 (2.48%) Flask
6 4 (2.48%) Web Services
7 3 (1.86%) Django
7 3 (1.86%) HTML
8 2 (1.24%) .NET
8 2 (1.24%) MDX
8 2 (1.24%) REST
9 1 (0.62%) Akka
9 1 (0.62%) AngularJS
9 1 (0.62%) ASP.NET MVC
9 1 (0.62%) ASP.NET Web API
9 1 (0.62%) Entity Framework
9 1 (0.62%) Gherkin
9 1 (0.62%) Play Framework
9 1 (0.62%) TensorFlow
Miscellaneous
1 40 (24.84%) Analytical Skills
2 33 (20.50%) Statistics
3 31 (19.25%) Mathematics
4 26 (16.15%) Visualisation
5 23 (14.29%) Algorithms
6 20 (12.42%) Credit Risk
7 15 (9.32%) Computer Science
8 13 (8.07%) Management Information System
9 12 (7.45%) Physics
10 10 (6.21%) Artificial Intelligence
11 8 (4.97%) Applied Mathematics
12 7 (4.35%) Derivative
12 7 (4.35%) Market Risk
13 6 (3.73%) Economics
13 6 (3.73%) User Experience
14 4 (2.48%) Data Extraction
14 4 (2.48%) Digital Media
14 4 (2.48%) Virtual Team
15 2 (1.24%) Life Science
15 2 (1.24%) NHS
Operating Systems
1 27 (16.77%) Linux
2 13 (8.07%) Unix
3 10 (6.21%) Windows
3 10 (6.21%) Windows Server
Processes & Methodologies
1 43 (26.71%) Business Intelligence
2 40 (24.84%) Analytics
3 37 (22.98%) Machine Learning
4 31 (19.25%) Data Analysis
5 27 (16.77%) Agile Software Development
6 18 (11.18%) ITIL
6 18 (11.18%) Stakeholder Management
6 18 (11.18%) Web Analytics
7 17 (10.56%) Project Management
8 15 (9.32%) Data Engineering
9 13 (8.07%) Complexity Analysis
9 13 (8.07%) Continuous Integration
9 13 (8.07%) Data Visualisation
9 13 (8.07%) DevOps
9 13 (8.07%) Service Management
10 12 (7.45%) TDD
11 11 (6.83%) Predictive Modelling
11 11 (6.83%) Scrum
12 10 (6.21%) Data Analytics
12 10 (6.21%) Validation
Programming Languages
1 63 (39.13%) SQL
2 45 (27.95%) Python
3 44 (27.33%) R
4 33 (20.50%) Scala
5 32 (19.88%) Java
6 23 (14.29%) C++
7 16 (9.94%) JavaScript
8 14 (8.70%) Bash Shell
9 9 (5.59%) C#
9 9 (5.59%) Clojure
9 9 (5.59%) MATLAB
10 7 (4.35%) VBA
11 5 (3.11%) C
11 5 (3.11%) T-SQL
12 2 (1.24%) Cython
12 2 (1.24%) Shell Script
13 1 (0.62%) ES6
13 1 (0.62%) Groovy
13 1 (0.62%) TypeScript
Qualifications
1 30 (18.63%) Degree
2 20 (12.42%) Security Cleared
3 15 (9.32%) SC Cleared
4 8 (4.97%) PhD
5 5 (3.11%) DV Cleared
6 3 (1.86%) BPSS Clearance
6 3 (1.86%) Six Sigma Green Belt
7 1 (0.62%) ISEB
7 1 (0.62%) ITIL Certification
Quality Assurance & Compliance
1 13 (8.07%) QA
2 8 (4.97%) HMG Security Policy Framework
3 6 (3.73%) Data Quality
4 2 (1.24%) Actionable Recommendations
5 1 (0.62%) Disclosure Scotland
5 1 (0.62%) SLA
System Software
1 12 (7.45%) Docker
2 1 (0.62%) HDFS
2 1 (0.62%) ISA Server
Systems Management
1 13 (8.07%) Ansible
1 13 (8.07%) Opscode Chef
1 13 (8.07%) Puppet
2 5 (3.11%) Kibana
3 1 (0.62%) Kubernetes
Vendors
1 17 (10.56%) Microsoft
2 16 (9.94%) Tableau
3 13 (8.07%) Hortonworks
4 10 (6.21%) IBM
5 7 (4.35%) SAP
6 4 (2.48%) Google
6 4 (2.48%) Remedy
7 3 (1.86%) Oracle
7 3 (1.86%) Red Hat
8 2 (1.24%) Adobe
8 2 (1.24%) Coremetrics
8 2 (1.24%) Minitab
8 2 (1.24%) RapidMiner
9 1 (0.62%) Aareon
9 1 (0.62%) Capita
9 1 (0.62%) Castleton
9 1 (0.62%) Civica
9 1 (0.62%) Kypera
9 1 (0.62%) Northgate
9 1 (0.62%) Snowplow
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