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 September 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
25 Sep 2016
Same period 2015 Same period 2014
Statistical Analysis
Rank 554 586 523
Rank change year-on-year
+32 -63
Contract jobs citing Statistical Analysis 72 65 83
As % of all contract IT jobs located in England 0.15% 0.12% 0.16%
As % of the Processes & Methodologies category 0.18% 0.15% 0.20%
Number of daily rates quoted 62 40 55
Median daily rate £505 £375 £350
Median daily rate % change year-on-year
+34.66% +7.14%
90% offered a daily rate of more than £296 £223 £250
10% offered a daily rate of more than £625 £530 £500
UK excluding London median daily rate £388 £338 £323
% change year-on-year
+14.81% +4.65%
Number of hourly rates quoted 1 3 4
Median hourly rate £17.25 £40.00 £14.00
Median hourly rate % change year-on-year
-56.87% +185.71%
UK excluding London median hourly rate - £41.25 £14.00
% change year-on-year
- +194.64%
Statistical Analysis
UK

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
41047 42746 40764
As % of all contract IT jobs located in England 83.47% 81.10% 77.62%
Number of daily rates quoted 27382 28436 25881
Median daily rate £450 £425 £413
Median daily rate % change year-on-year
+5.88% +3.03%
90% offered a daily rate of more than £300 £293 £275
10% offered a daily rate of more than £600 £600 £575
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 1034 1183 1137
Median hourly rate £31.00 £32.00 £23.50
Median hourly rate % change year-on-year
-3.12% +36.17%
90% offered a hourly rate of more than £13.00 £13.00 £12.50
10% offered a hourly rate of more than £50.00 £47.76 £47.70
UK excluding London median hourly rate £32.50 £33.64 £26.25
% change year-on-year
-3.38% +28.15%

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 September 2016.

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 September 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
London +18 52 £556 +39.06% 15
South East +21 11 £488 +44.44%
West Midlands -17 3 £298 +14.42% 4
North West +20 2 £388 +2.51% 3
Yorkshire +11 2 £321 -4.88% 3
East of England +5 1 £225 - 3
South West - 1 £170 -
Statistical Analysis
UK

Statistical Analysis
Top 30 Related IT Skills in England

For the 6 months to 25 September 2016, 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 41 (36.28%) Analytical Skills
2 40 (35.40%) SQL
3 38 (33.63%) Analytics
4 36 (31.86%) Finance
5 28 (24.78%) Statistics
6 25 (22.12%) Degree
6 25 (22.12%) Data Analysis
6 25 (22.12%) SAS
7 24 (21.24%) R
8 23 (20.35%) Machine Learning
8 23 (20.35%) Business Intelligence
9 22 (19.47%) Scala
9 22 (19.47%) Visualisation
10 21 (18.58%) Python
11 20 (17.70%) Tableau
12 19 (16.81%) ITIL
13 18 (15.93%) Mathematics
14 17 (15.04%) Big Data
15 15 (13.27%) Data Modelling
15 15 (13.27%) Hadoop
15 15 (13.27%) Banking
15 15 (13.27%) Marketing
16 14 (12.39%) Computer Science
16 14 (12.39%) Windows
16 14 (12.39%) Natural Language Processing
17 13 (11.50%) MS Excel
17 13 (11.50%) Java
17 13 (11.50%) Project Management
17 13 (11.50%) Predictive Modelling
17 13 (11.50%) Retail

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 25 (22.12%) SAS
2 12 (10.62%) Apache Spark
3 10 (8.85%) Apache
4 2 (1.77%) Apache Pig
4 2 (1.77%) SharePoint
5 1 (0.88%) Elasticsearch
Applications
1 13 (11.50%) MS Excel
2 10 (8.85%) MS Office
3 9 (7.96%) MS PowerPoint
4 7 (6.19%) SPSS
5 5 (4.42%) Spreadsheet
6 4 (3.54%) MS Visio
7 3 (2.65%) MS Project
7 3 (2.65%) Stata
Business Applications
1 4 (3.54%) SAP Oil and Gas
2 3 (2.65%) Radian6
2 3 (2.65%) WebTrends
3 2 (1.77%) Remedy ITSM
4 1 (0.88%) Oracle AML
4 1 (0.88%) SAP HR
4 1 (0.88%) SAP PM
4 1 (0.88%) Sprinklr
Cloud Services
1 4 (3.54%) Google Analytics
2 3 (2.65%) Adobe Analytics
3 1 (0.88%) Socialbakers
Communications & Networking
1 3 (2.65%) Internet
2 1 (0.88%) 2G
2 1 (0.88%) 3G
2 1 (0.88%) LTE
2 1 (0.88%) Radio Access Network
2 1 (0.88%) WCDMA
2 1 (0.88%) Wireless
Database & Business Intelligence
1 17 (15.04%) Big Data
2 15 (13.27%) Hadoop
3 12 (10.62%) QlikView
4 11 (9.73%) Data Mining
5 9 (7.96%) Data Warehouse
6 8 (7.08%) Spotfire
7 5 (4.42%) SQL Server
8 4 (3.54%) Base SAS
8 4 (3.54%) Relational Database
8 4 (3.54%) Text Mining
9 3 (2.65%) SQL Server Reporting Services
10 2 (1.77%) Apache Hive
10 2 (1.77%) BusinessObjects
10 2 (1.77%) Mixpanel
10 2 (1.77%) NoSQL
10 2 (1.77%) OLAP
10 2 (1.77%) OLAP Cube
10 2 (1.77%) Oracle Reports
10 2 (1.77%) SQL Server Analysis Services
10 2 (1.77%) SQL Server Integration Services
Development Applications
1 1 (0.88%) Axure RP
1 1 (0.88%) Team Foundation Server
1 1 (0.88%) Visual Studio
General
1 36 (31.86%) Finance
2 15 (13.27%) Banking
2 15 (13.27%) Marketing
3 13 (11.50%) Retail
4 8 (7.08%) Investment Banking
5 6 (5.31%) Financial Institution
5 6 (5.31%) Front Office
6 4 (3.54%) Manufacturing
7 3 (2.65%) Games
8 1 (0.88%) French Language
8 1 (0.88%) German Language
8 1 (0.88%) Legal
8 1 (0.88%) Pharmaceutical
8 1 (0.88%) Retail Banking
8 1 (0.88%) Russian Language
8 1 (0.88%) Telecoms
8 1 (0.88%) Turkish Language
Job Titles
1 38 (33.63%) Analyst
2 17 (15.04%) Data Scientist
3 16 (14.16%) Developer
4 14 (12.39%) Data Analyst
5 9 (7.96%) Java Developer
5 9 (7.96%) Machine Learning Scientist
6 8 (7.08%) Consultant
7 7 (6.19%) SQL Analyst
8 6 (5.31%) Problem Manager
9 5 (4.42%) Business Analyst
9 5 (4.42%) Machine Learning Consultant
9 5 (4.42%) Programmer
9 5 (4.42%) Project Manager
9 5 (4.42%) SQL Data Analyst
10 4 (3.54%) Insight Analyst
10 4 (3.54%) SAS Analyst
10 4 (3.54%) SAS Programmer
10 4 (3.54%) Senior Analyst
11 3 (2.65%) Web Analytics Consultant
11 3 (2.65%) Web Consultant
Libraries, Frameworks & Software Standards
1 14 (12.39%) Natural Language Processing
2 12 (10.62%) D3.js
3 10 (8.85%) Kafka
4 2 (1.77%) HTML
4 2 (1.77%) MDX
5 1 (0.88%) .NET
5 1 (0.88%) .NET Framework
5 1 (0.88%) Akka
5 1 (0.88%) AngularJS
5 1 (0.88%) ASP.NET
5 1 (0.88%) ASP.NET MVC
5 1 (0.88%) CSS
5 1 (0.88%) Entity Framework
5 1 (0.88%) Flask
5 1 (0.88%) Play Framework
5 1 (0.88%) REST
5 1 (0.88%) scikit-learn
5 1 (0.88%) WCF
5 1 (0.88%) Web Services
5 1 (0.88%) WPF
Miscellaneous
1 41 (36.28%) Analytical Skills
2 28 (24.78%) Statistics
3 22 (19.47%) Visualisation
4 18 (15.93%) Mathematics
5 14 (12.39%) Computer Science
6 10 (8.85%) Applied Mathematics
6 10 (8.85%) Management Information System
7 9 (7.96%) Artificial Intelligence
8 7 (6.19%) User Experience
9 5 (4.42%) Algorithms
9 5 (4.42%) Economics
10 4 (3.54%) Data Extraction
10 4 (3.54%) Data Integration
10 4 (3.54%) Digital Media
10 4 (3.54%) Life Science
10 4 (3.54%) Virtual Team
11 3 (2.65%) Credit Risk
11 3 (2.65%) Hedge funds
12 2 (1.77%) NHS
12 2 (1.77%) Physics
Operating Systems
1 14 (12.39%) Windows
2 11 (9.73%) Linux
3 10 (8.85%) Windows Server
4 1 (0.88%) Unix
Processes & Methodologies
1 38 (33.63%) Analytics
2 25 (22.12%) Data Analysis
3 23 (20.35%) Business Intelligence
3 23 (20.35%) Machine Learning
4 19 (16.81%) ITIL
5 15 (13.27%) Data Modelling
6 13 (11.50%) Agile Software Development
6 13 (11.50%) Predictive Modelling
6 13 (11.50%) Project Management
7 12 (10.62%) Prototyping
7 12 (10.62%) Service Delivery
8 11 (9.73%) Data Analytics
8 11 (9.73%) TDD
9 10 (8.85%) Multithreading
10 9 (7.96%) Data Visualisation
10 9 (7.96%) Functional Testing
10 9 (7.96%) Non-Functional Testing
11 8 (7.08%) Service Management
12 7 (6.19%) PRINCE2
12 7 (6.19%) Validation
Programming Languages
1 40 (35.40%) SQL
2 24 (21.24%) R
3 22 (19.47%) Scala
4 21 (18.58%) Python
5 13 (11.50%) Java
6 9 (7.96%) Clojure
7 7 (6.19%) VBA
8 3 (2.65%) JavaScript
8 3 (2.65%) Shell Script
9 2 (1.77%) C++
9 2 (1.77%) MATLAB
9 2 (1.77%) T-SQL
10 1 (0.88%) Bash Shell
10 1 (0.88%) C
10 1 (0.88%) C#
10 1 (0.88%) ES6
10 1 (0.88%) TypeScript
10 1 (0.88%) VB
Qualifications
1 25 (22.12%) Degree
2 10 (8.85%) PhD
3 6 (5.31%) Security Cleared
4 3 (2.65%) SC Cleared
5 2 (1.77%) BPSS Clearance
5 2 (1.77%) CAPM
5 2 (1.77%) PMI Certification
6 1 (0.88%) DV Cleared
6 1 (0.88%) ITIL Certification
6 1 (0.88%) MBA
6 1 (0.88%) Six Sigma Green Belt
Quality Assurance & Compliance
1 7 (6.19%) QA
2 5 (4.42%) Data Quality
3 4 (3.54%) Actionable Recommendations
4 2 (1.77%) SLA
5 1 (0.88%) Disclosure Scotland
System Software
1 11 (9.73%) Docker
Systems Management
1 1 (0.88%) Kubernetes
Vendors
1 20 (17.70%) Tableau
2 10 (8.85%) IBM
3 8 (7.08%) Microsoft
4 6 (5.31%) Oracle
5 5 (4.42%) Remedy
5 5 (4.42%) SAP
6 4 (3.54%) Google
7 3 (2.65%) Adobe
7 3 (2.65%) Coremetrics
8 2 (1.77%) Teradata
9 1 (0.88%) Brio
9 1 (0.88%) Cognos
9 1 (0.88%) Ericsson
9 1 (0.88%) ESRI
9 1 (0.88%) Huawei
9 1 (0.88%) Hyperion
9 1 (0.88%) Mapinfo
9 1 (0.88%) Minitab
9 1 (0.88%) Nokia
9 1 (0.88%) WorldPay
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