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 25 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
25 Feb 2017
Same period 2016 Same period 2015
Statistical Analysis
UK / England
Rank 511 539 518
Rank change year-on-year
+28 -21
Contract jobs citing Statistical Analysis 63 72 77
As % of all contract IT jobs located in England 0.15% 0.15% 0.16%
As % of the Processes & Methodologies category 0.18% 0.18% 0.20%
Number of daily rates quoted 41 37 53
Median daily rate £450 £425 £450
Median daily rate % change year-on-year
+5.88% -5.55%
90% offered a daily rate of more than £307 £205 £265
10% offered a daily rate of more than £725 £600 £545
UK excluding London median daily rate £450 £420 £425
% change year-on-year
+7.14% -1.17%
Number of hourly rates quoted 0 4 5
Median hourly rate - £36.75 £25.00
Median hourly rate % change year-on-year
- +47.00%
UK excluding London median hourly rate - £45.50 £25.00
% change year-on-year
- +82.00%

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
34237 39508 37993
As % of all contract IT jobs located in England 82.95% 82.86% 79.71%
Number of daily rates quoted 22891 26199 24367
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 847 1079 1033
Median hourly rate £36.25 £37.50 £27.32
Median hourly rate % change year-on-year
-3.33% +37.28%
90% offered a hourly rate of more than £13.50 £12.78 £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 £27.79
% change year-on-year
-10.00% +43.93%

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 25 February 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 25 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 +15 36 £450 -10.00% 17
South East +16 8 £538 +138.88% 1
East Midlands - 6 £625 -
South West - 6 £494 - 1
Yorkshire +22 3 £480 +47.69% 3
North West +24 2 - - 1
North East - 1 - -
West Midlands - 1 £425 - 3
Statistical Analysis
UK

Statistical Analysis
Top 30 Related IT Skills in England

For the 6 months to 25 February 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 53 (35.33%) SQL
2 47 (31.33%) Python
2 47 (31.33%) Finance
3 46 (30.67%) Business Intelligence
4 42 (28.00%) R
5 37 (24.67%) Machine Learning
6 35 (23.33%) Analytics
7 32 (21.33%) Scala
8 31 (20.67%) Big Data
8 31 (20.67%) Analytical Skills
8 31 (20.67%) Java
9 29 (19.33%) SAS
9 29 (19.33%) Degree
10 28 (18.67%) Hadoop
11 27 (18.00%) Mathematics
11 27 (18.00%) Microsoft
11 27 (18.00%) Linux
12 26 (17.33%) Agile Software Development
12 26 (17.33%) Algorithms
13 25 (16.67%) Apache Spark
13 25 (16.67%) Data Analysis
13 25 (16.67%) Security Cleared
14 24 (16.00%) C++
14 24 (16.00%) Apache Hive
15 23 (15.33%) Statistics
16 22 (14.67%) Marketing
16 22 (14.67%) Data Mining
17 20 (13.33%) MS Excel
17 20 (13.33%) Stakeholder Management
17 20 (13.33%) SC Cleared

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 29 (19.33%) SAS
2 25 (16.67%) Apache Spark
3 9 (6.00%) Apache Pig
4 6 (4.00%) Apache
5 4 (2.67%) ArcGIS
6 1 (0.67%) CMS
6 1 (0.67%) Confluence
6 1 (0.67%) SharePoint
Applications
1 20 (13.33%) MS Excel
2 14 (9.33%) MS Office
3 13 (8.67%) MS PowerPoint
4 12 (8.00%) SPSS
5 7 (4.67%) MS Visio
6 4 (2.67%) MS Project
6 4 (2.67%) Spreadsheet
6 4 (2.67%) Weka
7 2 (1.33%) Stata
Business Applications
1 3 (2.00%) SAP Oil and Gas
2 1 (0.67%) Aareon QL
2 1 (0.67%) Academy Housing
2 1 (0.67%) Kypera Housing
2 1 (0.67%) MIS ActiveH
2 1 (0.67%) Northgate Housing
2 1 (0.67%) OPENHousing
2 1 (0.67%) Orchard Housing
2 1 (0.67%) Remedy ITSM
2 1 (0.67%) Servitor
Cloud Services
1 13 (8.67%) GitHub
2 11 (7.33%) Amazon AWS
3 9 (6.00%) IaaS
3 9 (6.00%) PaaS
4 1 (0.67%) Flurry Analytics
4 1 (0.67%) Google Analytics
Communications & Networking
1 13 (8.67%) Kerberos
1 13 (8.67%) LDAP
2 12 (8.00%) Internet
3 9 (6.00%) DKIM
3 9 (6.00%) DMARC
3 9 (6.00%) SMTP
4 4 (2.67%) Cisco ASA
4 4 (2.67%) Cisco Nexus
Database & Business Intelligence
1 31 (20.67%) Big Data
2 28 (18.67%) Hadoop
3 24 (16.00%) Apache Hive
4 22 (14.67%) Data Mining
5 10 (6.67%) QlikView
6 9 (6.00%) Spotfire
7 7 (4.67%) BusinessObjects
7 7 (4.67%) Relational Database
8 6 (4.00%) SQL Server
9 5 (3.33%) Mahout
9 5 (3.33%) Power BI
9 5 (3.33%) SQL Server Integration Services
10 4 (2.67%) NoSQL
10 4 (2.67%) SQL Server Reporting Services
11 3 (2.00%) Base SAS
11 3 (2.00%) Data Warehouse
11 3 (2.00%) SAS EBI
12 2 (1.33%) HBase
12 2 (1.33%) MongoDB
12 2 (1.33%) SQL Server 2014
Development Applications
1 13 (8.67%) Git (software)
1 13 (8.67%) Jenkins
1 13 (8.67%) Maven
2 3 (2.00%) Gerrit
3 1 (0.67%) Axure RP
3 1 (0.67%) Cucumber
3 1 (0.67%) GoCD
3 1 (0.67%) JIRA
3 1 (0.67%) JUnit
3 1 (0.67%) SonarQube
3 1 (0.67%) Sonatype Nexus
3 1 (0.67%) Subversion
3 1 (0.67%) Team Foundation Server
3 1 (0.67%) Vagrant
3 1 (0.67%) Visual Studio
General
1 47 (31.33%) Finance
2 22 (14.67%) Marketing
3 13 (8.67%) Banking
4 6 (4.00%) Investment Banking
5 5 (3.33%) Retail
5 5 (3.33%) Telecoms
6 3 (2.00%) Electronics
6 3 (2.00%) Manufacturing
6 3 (2.00%) Pharmaceutical
7 2 (1.33%) Financial Institution
7 2 (1.33%) Games
8 1 (0.67%) Automotive
8 1 (0.67%) Back Office
8 1 (0.67%) Billing
8 1 (0.67%) Front Office
8 1 (0.67%) Legal
8 1 (0.67%) Local Government
Job Titles
1 34 (22.67%) Analyst
2 26 (17.33%) Data Scientist
3 23 (15.33%) Developer
4 13 (8.67%) DevOps Engineer
5 12 (8.00%) Data Analyst
6 10 (6.67%) Hadoop Engineer
7 9 (6.00%) Business Analyst
8 8 (5.33%) Consultant
9 7 (4.67%) Big Data Engineer
9 7 (4.67%) Java Developer
9 7 (4.67%) Market Risk Analyst
9 7 (4.67%) Project Manager
9 7 (4.67%) Qualitative Analyst
9 7 (4.67%) Quantitative Analyst
9 7 (4.67%) Quantitative Risk Analyst
9 7 (4.67%) Risk Analyst
9 7 (4.67%) Statistical Analyst
10 6 (4.00%) Machine Learning Consultant
10 6 (4.00%) Risk Manager
11 5 (3.33%) Statistician
Libraries, Frameworks & Software Standards
1 12 (8.00%) D3.js
2 6 (4.00%) Kafka
2 6 (4.00%) Natural Language Processing
2 6 (4.00%) NumPy
2 6 (4.00%) scikit-learn
3 4 (2.67%) Web Services
4 3 (2.00%) Django
4 3 (2.00%) Flask
5 2 (1.33%) .NET
5 2 (1.33%) HTML
5 2 (1.33%) MDX
5 2 (1.33%) REST
6 1 (0.67%) .NET Framework
6 1 (0.67%) ASP.NET
6 1 (0.67%) CSS
6 1 (0.67%) Drools
6 1 (0.67%) Hibernate
6 1 (0.67%) Struts
6 1 (0.67%) WCF
6 1 (0.67%) WPF
Miscellaneous
1 31 (20.67%) Analytical Skills
2 26 (17.33%) Algorithms
3 20 (13.33%) Credit Risk
4 13 (8.67%) Computer Science
5 12 (8.00%) Management Information System
6 8 (5.33%) Derivative
7 7 (4.67%) Market Risk
8 6 (4.00%) Data Centre
9 5 (3.33%) Virtual Team
10 3 (2.00%) PKI
10 3 (2.00%) User Experience
11 2 (1.33%) Life Science
11 2 (1.33%) NHS
12 1 (0.67%) Fintech
12 1 (0.67%) Internet of Things
12 1 (0.67%) Minimum Viable Product
12 1 (0.67%) Smart Meter
12 1 (0.67%) Social Media
Operating Systems
1 27 (18.00%) Linux
2 13 (8.67%) Unix
3 10 (6.67%) Windows
4 6 (4.00%) Windows Server
Processes & Methodologies
1 46 (30.67%) Business Intelligence
2 37 (24.67%) Machine Learning
3 35 (23.33%) Analytics
4 27 (18.00%) Mathematics
5 26 (17.33%) Agile Software Development
6 25 (16.67%) Data Analysis
7 23 (15.33%) Statistics
8 20 (13.33%) Stakeholder Management
9 19 (12.67%) Project Management
9 19 (12.67%) Visualisation
10 17 (11.33%) DevOps
11 16 (10.67%) ITIL
11 16 (10.67%) Web Analytics
12 15 (10.00%) Data Engineering
13 14 (9.33%) Continuous Integration
14 13 (8.67%) Complexity Analysis
15 12 (8.00%) Physics
15 12 (8.00%) Scrum
15 12 (8.00%) Validation
16 11 (7.33%) Coaching
Programming Languages
1 53 (35.33%) SQL
2 47 (31.33%) Python
3 42 (28.00%) R
4 32 (21.33%) Scala
5 31 (20.67%) Java
6 24 (16.00%) C++
7 14 (9.33%) JavaScript
8 13 (8.67%) Bash Shell
9 9 (6.00%) C#
9 9 (6.00%) MATLAB
10 8 (5.33%) C
11 5 (3.33%) Clojure
11 5 (3.33%) T-SQL
12 4 (2.67%) VBA
13 2 (1.33%) Cython
14 1 (0.67%) Groovy
14 1 (0.67%) PHP
14 1 (0.67%) Shell Script
Qualifications
1 29 (19.33%) Degree
2 25 (16.67%) Security Cleared
3 20 (13.33%) SC Cleared
4 11 (7.33%) DV Cleared
5 6 (4.00%) PhD
6 3 (2.00%) Six Sigma Green Belt
7 1 (0.67%) BPSS Clearance
7 1 (0.67%) ISEB
7 1 (0.67%) ITIL Certification
Quality Assurance & Compliance
1 9 (6.00%) QA
2 8 (5.33%) HMG Security Policy Framework
3 4 (2.67%) IFRS
3 4 (2.67%) IFRS 9
4 3 (2.00%) GPG13
5 2 (1.33%) Data Quality
5 2 (1.33%) PMO
6 1 (0.67%) GDPR
6 1 (0.67%) ISO27002
6 1 (0.67%) SLA
System Software
1 7 (4.67%) Docker
2 4 (2.67%) vCloud
3 2 (1.33%) Apache Flume
3 2 (1.33%) HDFS
4 1 (0.67%) ISA Server
Systems Management
1 13 (8.67%) Ansible
1 13 (8.67%) Opscode Chef
1 13 (8.67%) Puppet
2 5 (3.33%) Kibana
3 4 (2.67%) vRealize
Vendors
1 27 (18.00%) Microsoft
2 14 (9.33%) Tableau
3 13 (8.67%) Hortonworks
4 7 (4.67%) Oracle
4 7 (4.67%) RapidMiner
4 7 (4.67%) Red Hat
4 7 (4.67%) SAP
5 6 (4.00%) IBM
6 5 (3.33%) HP
7 4 (2.67%) 3PAR
7 4 (2.67%) ArcSight
7 4 (2.67%) Cisco
7 4 (2.67%) ESRI
7 4 (2.67%) Software AG
7 4 (2.67%) VMware
7 4 (2.67%) webMethods
8 3 (2.00%) Cognos
8 3 (2.00%) Minitab
9 1 (0.67%) Google
9 1 (0.67%) Teradata
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