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 25 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 May 2016
Same period 2015 Same period 2014
Statistics
Rank 189 183 197
Rank change year-on-year
-6 +14
Permanent jobs citing Statistics 39 62 53
As % of all permanent IT jobs located in the North West 0.71% 1.02% 0.78%
As % of the Miscellaneous category 1.77% 2.69% 2.18%
Number of salaries quoted 32 46 49
Median salary £40,000 £40,000 £34,000
Median salary % change year-on-year
- +17.64%
90% offered a salary of more than £27,750 £25,000 £22,500
10% offered a salary of more than £45,000 £51,250 £42,500
UK excluding London median salary £38,750 £40,000 £40,000
% change year-on-year
-3.12% -
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
2205 2305 2432
As % of all permanent IT jobs located in the North West 40.30% 37.82% 35.97%
Number of salaries quoted 1878 1833 1885
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 £23,500
10% offered a salary of more than £57,500 £55,000 £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 25 May 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 25 May 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 +1 29 £40,000 -8.57% 7
Cheshire +21 8 £36,000 -10.00%
Merseyside +7 2 £35,535 +0.09% 1
Statistics
England

Statistics
Top 30 Related IT Skills in the North West

For the 6 months to 25 May 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 27 (28.72%) Change Management
2 25 (26.60%) SQL
3 24 (25.53%) Finance
4 23 (24.47%) SLA
5 22 (23.40%) ITIL
5 22 (23.40%) Degree
6 21 (22.34%) MySQL
6 21 (22.34%) Analytics
7 20 (21.28%) Amazon AWS
8 19 (20.21%) Red Hat Enterprise Linux
8 19 (20.21%) Agile Software Development
8 19 (20.21%) Linux
8 19 (20.21%) Analytical Skills
9 18 (19.15%) Web Services
9 18 (19.15%) Java
9 18 (19.15%) E-Commerce
9 18 (19.15%) Service Delivery
9 18 (19.15%) Security Management
9 18 (19.15%) Shell Script
9 18 (19.15%) Network Design
9 18 (19.15%) Data Analysis
9 18 (19.15%) CentOS
9 18 (19.15%) Puppet
10 15 (15.96%) Service Design
10 15 (15.96%) Marketing
10 15 (15.96%) Mathematics
11 14 (14.89%) Machine Learning
12 13 (13.83%) Big Data
12 13 (13.83%) R
12 13 (13.83%) Python

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 10 (10.64%) SAS
2 2 (2.13%) CMS
2 2 (2.13%) MS Exchange
3 1 (1.06%) Apache
3 1 (1.06%) Apache Spark
3 1 (1.06%) IIS
3 1 (1.06%) Skype for Business
Applications
1 9 (9.57%) MS PowerPoint
2 7 (7.45%) MS Excel
2 7 (7.45%) MS Office
3 4 (4.26%) SPSS
4 1 (1.06%) Adobe Creative Suite
Business Applications
1 4 (4.26%) SAP Oil and Gas
2 1 (1.06%) FastStats
2 1 (1.06%) SAP CRM
Cloud Services
1 20 (21.28%) Amazon AWS
2 3 (3.19%) Microsoft Azure
3 2 (2.13%) Office 365
4 1 (1.06%) Google Analytics
4 1 (1.06%) SmartFocus
Communications & Networking
1 8 (8.51%) SMS
2 3 (3.19%) TCP/IP
3 2 (2.13%) DHCP
3 2 (2.13%) DNS
3 2 (2.13%) Firewall
3 2 (2.13%) Internet
3 2 (2.13%) Network Security
3 2 (2.13%) SSL
4 1 (1.06%) FTP
4 1 (1.06%) LDAP
4 1 (1.06%) SMTP
4 1 (1.06%) SSH
Database & Business Intelligence
1 21 (22.34%) MySQL
2 13 (13.83%) Big Data
3 12 (12.77%) SQL Server
4 9 (9.57%) Data Mining
5 4 (4.26%) Crystal Reports
6 3 (3.19%) SQL Server 2008
6 3 (3.19%) SQL Server 2012
7 2 (2.13%) BusinessObjects
7 2 (2.13%) Data Warehouse
7 2 (2.13%) Hadoop
7 2 (2.13%) SAS Enterprise Guide
7 2 (2.13%) Spotfire
7 2 (2.13%) SQL Server Reporting Services
8 1 (1.06%) Base SAS
8 1 (1.06%) GIS
8 1 (1.06%) MS Access
8 1 (1.06%) NoSQL
8 1 (1.06%) PowerPivot
8 1 (1.06%) Relational Database
8 1 (1.06%) SAS Data Integration Studio
Development Applications
1 3 (3.19%) SQL Server Management Studio (SSMS)
2 1 (1.06%) InstallShield
2 1 (1.06%) MSI
2 1 (1.06%) Toad
General
1 24 (25.53%) Finance
2 15 (15.96%) Marketing
3 11 (11.70%) Telecoms
4 8 (8.51%) Retail
5 5 (5.32%) Publishing
6 4 (4.26%) Electronics
6 4 (4.26%) Manufacturing
7 2 (2.13%) Banking
7 2 (2.13%) Legal
8 1 (1.06%) Law
8 1 (1.06%) Retail Banking
Job Titles
1 17 (18.09%) Administrator
1 17 (18.09%) Service Manager
1 17 (18.09%) Systems Administrator
2 16 (17.02%) AWS Administrator
2 16 (17.02%) Linux Administrator
2 16 (17.02%) Linux Systems Administrator
3 13 (13.83%) Data Scientist
4 12 (12.77%) IT Manager
5 11 (11.70%) Analyst
6 8 (8.51%) Delivery Manager
6 8 (8.51%) Services Delivery Manager
7 7 (7.45%) IT Services Manager
8 6 (6.38%) Support Manager
9 5 (5.32%) Developer
9 5 (5.32%) IT Support
9 5 (5.32%) IT Support Manager
9 5 (5.32%) Machine Learning Engineer
9 5 (5.32%) MATLAB Engineer
10 4 (4.26%) DBA
10 4 (4.26%) ITIL Service Manager
Libraries, Frameworks & Software Standards
1 18 (19.15%) Web Services
2 8 (8.51%) Flash
3 4 (4.26%) CSS
3 4 (4.26%) HTML
3 4 (4.26%) jQuery
3 4 (4.26%) XML
4 2 (2.13%) .NET
4 2 (2.13%) .NET Framework
4 2 (2.13%) Ajax
4 2 (2.13%) ASP.NET
4 2 (2.13%) ASP.NET MVC
4 2 (2.13%) Entity Framework
4 2 (2.13%) NHibernate
4 2 (2.13%) SOAP
5 1 (1.06%) REST
5 1 (1.06%) Software Packaging
Miscellaneous
1 19 (20.21%) Analytical Skills
2 15 (15.96%) Mathematics
3 13 (13.83%) Algorithms
4 10 (10.64%) Data Centre
5 5 (5.32%) Computer Science
5 5 (5.32%) CUDA
6 4 (4.26%) Economics
7 3 (3.19%) Replication
7 3 (3.19%) Visualisation
8 2 (2.13%) Credit Risk
8 2 (2.13%) iPad
8 2 (2.13%) Management Information System
8 2 (2.13%) Mobile App
8 2 (2.13%) Physics
8 2 (2.13%) Social Media
9 1 (1.06%) Copywriting
9 1 (1.06%) Hybrid Cloud
9 1 (1.06%) Performance Metrics
9 1 (1.06%) Psychology
9 1 (1.06%) User Experience
Operating Systems
1 19 (20.21%) Linux
1 19 (20.21%) Red Hat Enterprise Linux
2 18 (19.15%) CentOS
3 6 (6.38%) Windows
4 5 (5.32%) Windows Server
5 3 (3.19%) Windows 7
6 1 (1.06%) Windows 10
6 1 (1.06%) Windows Server 2003
6 1 (1.06%) Windows Server 2012
Processes & Methodologies
1 27 (28.72%) Change Management
2 22 (23.40%) ITIL
3 21 (22.34%) Analytics
4 19 (20.21%) Agile Software Development
5 18 (19.15%) Data Analysis
5 18 (19.15%) E-Commerce
5 18 (19.15%) Network Design
5 18 (19.15%) Security Management
5 18 (19.15%) Service Delivery
6 15 (15.96%) Service Design
7 14 (14.89%) Machine Learning
8 11 (11.70%) Performance Management
8 11 (11.70%) Stakeholder Management
9 10 (10.64%) Business Intelligence
9 10 (10.64%) Critical Success Factor
9 10 (10.64%) Escalation Management
9 10 (10.64%) Financial Modelling
9 10 (10.64%) ITSM
9 10 (10.64%) Service Management
10 9 (9.57%) Mentoring
Programming Languages
1 25 (26.60%) SQL
2 18 (19.15%) Java
2 18 (19.15%) Shell Script
3 13 (13.83%) Python
3 13 (13.83%) R
4 6 (6.38%) C++
4 6 (6.38%) MATLAB
5 4 (4.26%) C#
5 4 (4.26%) JavaScript
5 4 (4.26%) T-SQL
6 3 (3.19%) PowerShell
7 2 (2.13%) PHP
7 2 (2.13%) VBA
8 1 (1.06%) Scala
Qualifications
1 22 (23.40%) Degree
2 10 (10.64%) ISEB
2 10 (10.64%) PhD
3 2 (2.13%) Postgraduate
4 1 (1.06%) CFA
4 1 (1.06%) HND
4 1 (1.06%) MCP
4 1 (1.06%) MCSA
4 1 (1.06%) MCSE
4 1 (1.06%) Microsoft Certification
Quality Assurance & Compliance
1 23 (24.47%) SLA
2 5 (5.32%) Data Quality
3 1 (1.06%) ISO/IEC 27001
3 1 (1.06%) ISO27005
3 1 (1.06%) QA
System Software
1 2 (2.13%) Active Directory
2 1 (1.06%) Hyper-V
2 1 (1.06%) Microsoft App-V
2 1 (1.06%) Postfix
2 1 (1.06%) VMware Infrastructure
Systems Management
1 18 (19.15%) Puppet
2 3 (3.19%) Perfmon
3 1 (1.06%) Nessus
3 1 (1.06%) Proventia
3 1 (1.06%) SCCM
Vendors
1 10 (10.64%) Cadence
2 9 (9.57%) Microsoft
3 7 (7.45%) SAP
4 5 (5.32%) Cognos
5 3 (3.19%) Google
5 3 (3.19%) IBM
5 3 (3.19%) Tableau
6 2 (2.13%) TIBCO
6 2 (2.13%) VMware
7 1 (1.06%) Adobe
7 1 (1.06%) AppSense
7 1 (1.06%) Avaya
7 1 (1.06%) CheckPoint
7 1 (1.06%) Citrix
7 1 (1.06%) Intel Security
7 1 (1.06%) Juniper
7 1 (1.06%) Mapinfo
7 1 (1.06%) Minitab
7 1 (1.06%) Oracle
7 1 (1.06%) Red Hat
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