The table below looks at the prevalence of the term Statistics in IT jobs advertised for the North West region. Included is a guide to the salaries offered in IT jobs that have cited Statistics over the 3 months to 30 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Jun 2016
Same period 2015 Same period 2014
Statistics
Rank 206 195 208
Rank change year-on-year
-11 +13
Permanent jobs citing Statistics 26 60 56
As % of all permanent IT jobs located in the North West 0.47% 0.93% 0.79%
As % of the Miscellaneous category 1.17% 2.50% 2.22%
Number of salaries quoted 22 47 45
Median salary £40,000 £45,000 £34,000
Median salary % change year-on-year
-11.11% +32.35%
90% offered a salary of more than £30,000 £25,500 £21,300
10% offered a salary of more than £45,000 £50,000 £47,000
UK excluding London median salary £38,000 £40,000 £40,000
% change year-on-year
-5.00% -
Statistics
England

The following table is for comparison with the above and provides statistics for the entire Miscellaneous category in permanent jobs advertised in the North West region.

Miscellaneous Category
North West
Permanent IT job ads with a match in the
Miscellaneous category
2228 2404 2526
As % of all permanent IT jobs located in the North West 39.86% 37.40% 35.78%
Number of salaries quoted 1912 1914 1961
Median salary £40,000 £40,000 £37,500
Median salary % change year-on-year
- +6.66%
90% offered a salary of more than £25,000 £25,000 £25,000
10% offered a salary of more than £55,000 £60,000 £57,500
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Statistics
Jobs Demand Trend in the North West

The demand trend of job ads across the North West region citing Statistics as a proportion of all IT jobs with a match in the Miscellaneous category.

Statistics Jobs Demand Trend in the North West

Statistics
Salary Trend in the North West

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Statistics across the North West region.

Statistics Salary Trend in the North West

Statistics
Salary Histogram in the North West

This chart provides a salary histogram for IT jobs citing Statistics across the North West region over the 3 months to 30 June 2016.

Statistics Salary Histogram in the North West

Statistics
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Statistics within the North West region over the 3 months to 30 June 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
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Manchester -6 24 £40,000 -11.11% 4
Cheshire +32 1 £35,000 -12.50%
Merseyside +2 1 £36,070 - 2
Statistics
England

Statistics
Top 30 Related IT Skills in the North West

For the 6 months to 30 June 2016, IT jobs citing Statistics also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the North West region with a requirement for Statistics.

1 25 (28.74%) Finance
2 24 (27.59%) ITIL
3 23 (26.44%) SLA
4 22 (25.29%) Analytics
5 21 (24.14%) Data Analysis
5 21 (24.14%) Change Management
6 20 (22.99%) SQL
6 20 (22.99%) Analytical Skills
7 19 (21.84%) Service Delivery
7 19 (21.84%) Degree
8 18 (20.69%) Machine Learning
8 18 (20.69%) Service Design
9 17 (19.54%) Marketing
10 15 (17.24%) Big Data
10 15 (17.24%) PhD
11 14 (16.09%) MySQL
11 14 (16.09%) Amazon AWS
11 14 (16.09%) Agile Software Development
11 14 (16.09%) Algorithms
12 13 (14.94%) Mathematics
12 13 (14.94%) R
12 13 (14.94%) Python
13 12 (13.79%) Linux
13 12 (13.79%) Web Services
13 12 (13.79%) Java
13 12 (13.79%) E-Commerce
13 12 (13.79%) Shell Script
13 12 (13.79%) Security Management
13 12 (13.79%) Telecoms
13 12 (13.79%) Puppet

Statistics
Top Related IT Skills in the North West 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 11 (12.64%) SAS
2 2 (2.30%) CMS
2 2 (2.30%) MS Exchange
3 1 (1.15%) Apache Spark
3 1 (1.15%) IIS
3 1 (1.15%) Skype for Business
Applications
1 9 (10.34%) MS PowerPoint
2 6 (6.90%) MS Office
3 5 (5.75%) MS Excel
4 4 (4.60%) SPSS
5 1 (1.15%) Adobe Creative Suite
Business Applications
1 5 (5.75%) SAP Oil and Gas
2 1 (1.15%) FastStats
2 1 (1.15%) SAP CRM
Cloud Services
1 14 (16.09%) Amazon AWS
2 2 (2.30%) Microsoft Azure
2 2 (2.30%) Office 365
3 1 (1.15%) SmartFocus
Communications & Networking
1 8 (9.20%) SMS
2 2 (2.30%) DHCP
2 2 (2.30%) DNS
2 2 (2.30%) TCP/IP
3 1 (1.15%) Firewall
3 1 (1.15%) Network Security
3 1 (1.15%) Wireless
Database & Business Intelligence
1 15 (17.24%) Big Data
2 14 (16.09%) MySQL
3 11 (12.64%) Data Mining
4 10 (11.49%) SQL Server
5 3 (3.45%) Base SAS
5 3 (3.45%) Crystal Reports
6 2 (2.30%) Hadoop
6 2 (2.30%) Spotfire
6 2 (2.30%) SQL Server 2008
7 1 (1.15%) Data Warehouse
7 1 (1.15%) MS Access
7 1 (1.15%) NoSQL
7 1 (1.15%) PowerPivot
7 1 (1.15%) Relational Database
7 1 (1.15%) SAS Enterprise Guide
7 1 (1.15%) SQL Server 2012
7 1 (1.15%) SQL Server Reporting Services
Development Applications
1 1 (1.15%) InstallShield
1 1 (1.15%) MSI
1 1 (1.15%) SQL Server Management Studio (SSMS)
1 1 (1.15%) Toad
General
1 25 (28.74%) Finance
2 17 (19.54%) Marketing
3 12 (13.79%) Telecoms
4 10 (11.49%) Retail
5 5 (5.75%) Electronics
5 5 (5.75%) Manufacturing
5 5 (5.75%) Publishing
6 4 (4.60%) Banking
7 2 (2.30%) International Banking
8 1 (1.15%) Law
8 1 (1.15%) Legal
8 1 (1.15%) Music Industry
8 1 (1.15%) Retail Banking
Job Titles
1 19 (21.84%) Service Manager
2 12 (13.79%) Administrator
2 12 (13.79%) AWS Administrator
2 12 (13.79%) IT Manager
2 12 (13.79%) Linux Administrator
2 12 (13.79%) Linux Systems Administrator
2 12 (13.79%) Systems Administrator
3 11 (12.64%) Analyst
3 11 (12.64%) Data Scientist
4 8 (9.20%) Delivery Manager
4 8 (9.20%) Machine Learning Engineer
4 8 (9.20%) MATLAB Engineer
4 8 (9.20%) Services Delivery Manager
5 7 (8.05%) IT Services Manager
6 6 (6.90%) Support Manager
7 5 (5.75%) IT Support
7 5 (5.75%) IT Support Manager
8 4 (4.60%) Developer
8 4 (4.60%) ITIL Manager
8 4 (4.60%) ITIL Service Manager
Libraries, Frameworks & Software Standards
1 12 (13.79%) Web Services
2 8 (9.20%) Flash
3 3 (3.45%) CSS
3 3 (3.45%) HTML
3 3 (3.45%) jQuery
3 3 (3.45%) XML
4 2 (2.30%) Ajax
4 2 (2.30%) SOAP
5 1 (1.15%) .NET
5 1 (1.15%) .NET Framework
5 1 (1.15%) ASP.NET
5 1 (1.15%) ASP.NET MVC
5 1 (1.15%) Entity Framework
5 1 (1.15%) NHibernate
5 1 (1.15%) REST
5 1 (1.15%) Software Packaging
5 1 (1.15%) Unity (Game Engine)
Miscellaneous
1 20 (22.99%) Analytical Skills
2 14 (16.09%) Algorithms
3 13 (14.94%) Mathematics
4 10 (11.49%) Data Centre
5 8 (9.20%) CUDA
6 6 (6.90%) Computer Science
7 5 (5.75%) Economics
8 4 (4.60%) Credit Risk
9 2 (2.30%) iPad
9 2 (2.30%) Mobile App
9 2 (2.30%) Social Media
9 2 (2.30%) Virtual Team
9 2 (2.30%) Visualisation
10 1 (1.15%) Augmented Reality
10 1 (1.15%) Data Conversion
10 1 (1.15%) Data Extraction
10 1 (1.15%) Embedded Systems
10 1 (1.15%) Hybrid Cloud
10 1 (1.15%) Neural Network
10 1 (1.15%) Performance Metrics
Operating Systems
1 12 (13.79%) CentOS
1 12 (13.79%) Linux
1 12 (13.79%) Red Hat Enterprise Linux
2 6 (6.90%) Windows
3 4 (4.60%) Windows Server
4 3 (3.45%) Windows 7
5 1 (1.15%) Unix
5 1 (1.15%) Windows 10
5 1 (1.15%) Windows Server 2003
5 1 (1.15%) Windows Server 2012
Processes & Methodologies
1 24 (27.59%) ITIL
2 22 (25.29%) Analytics
3 21 (24.14%) Change Management
3 21 (24.14%) Data Analysis
4 19 (21.84%) Service Delivery
5 18 (20.69%) Machine Learning
5 18 (20.69%) Service Design
6 14 (16.09%) Agile Software Development
7 12 (13.79%) E-Commerce
7 12 (13.79%) Network Design
7 12 (13.79%) Security Management
8 11 (12.64%) Stakeholder Management
9 10 (11.49%) Business Intelligence
9 10 (11.49%) Critical Success Factor
9 10 (11.49%) Escalation Management
9 10 (11.49%) Financial Modelling
9 10 (11.49%) ITSM
9 10 (11.49%) Performance Management
9 10 (11.49%) Service Management
10 9 (10.34%) Statistical Analysis
Programming Languages
1 20 (22.99%) SQL
2 13 (14.94%) Python
2 13 (14.94%) R
3 12 (13.79%) Java
3 12 (13.79%) Shell Script
4 10 (11.49%) C++
5 9 (10.34%) MATLAB
6 3 (3.45%) C#
6 3 (3.45%) JavaScript
6 3 (3.45%) T-SQL
7 2 (2.30%) PHP
7 2 (2.30%) PowerShell
7 2 (2.30%) VBA
8 1 (1.15%) Scala
Qualifications
1 19 (21.84%) Degree
2 15 (17.24%) PhD
3 10 (11.49%) ISEB
4 2 (2.30%) Postgraduate
5 1 (1.15%) CFA
5 1 (1.15%) HND
5 1 (1.15%) MCP
5 1 (1.15%) MCSA
5 1 (1.15%) MCSE
5 1 (1.15%) Microsoft Certification
Quality Assurance & Compliance
1 23 (26.44%) SLA
2 4 (4.60%) Data Quality
3 1 (1.15%) ISO/IEC 27001
3 1 (1.15%) QA
System Software
1 2 (2.30%) Active Directory
2 1 (1.15%) Hyper-V
2 1 (1.15%) Microsoft App-V
2 1 (1.15%) VMware Infrastructure
Systems Management
1 12 (13.79%) Puppet
2 1 (1.15%) Nessus
2 1 (1.15%) Perfmon
2 1 (1.15%) Proventia
2 1 (1.15%) SCCM
Vendors
1 10 (11.49%) Cadence
2 9 (10.34%) SAP
3 8 (9.20%) Microsoft
4 3 (3.45%) Cognos
4 3 (3.45%) IBM
5 2 (2.30%) Tableau
5 2 (2.30%) TIBCO
5 2 (2.30%) VMware
6 1 (1.15%) Adobe
6 1 (1.15%) AppSense
6 1 (1.15%) Blue Coat
6 1 (1.15%) CheckPoint
6 1 (1.15%) Citrix
6 1 (1.15%) Google
6 1 (1.15%) Intel Security
6 1 (1.15%) Juniper
6 1 (1.15%) Minitab
6 1 (1.15%) Oracle
6 1 (1.15%) Palo Alto
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