The table below looks at the prevalence of the term Statistics in IT jobs advertised for the Yorkshire region. Included is a guide to the salaries offered in IT jobs that have cited Statistics over the 3 months to 25 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Aug 2016
Same period 2015 Same period 2014
Statistics
Rank 193 226 225
Rank change year-on-year
+33 -1
Permanent jobs citing Statistics 37 33 41
As % of all permanent IT jobs located in Yorkshire 0.65% 0.49% 0.56%
As % of the Miscellaneous category 2.05% 1.45% 1.76%
Number of salaries quoted 35 23 30
Median salary £36,000 £28,500 £35,000
Median salary % change year-on-year
+26.31% -18.57%
90% offered a salary of more than £26,000 £22,500 £20,000
10% offered a salary of more than £52,500 £56,000 £42,500
UK excluding London median salary £40,000 £40,000 £37,500
% change year-on-year
- +6.66%
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 Yorkshire region.

Miscellaneous Category
Yorkshire
Permanent IT job ads with a match in the
Miscellaneous category
1804 2273 2329
As % of all permanent IT jobs located in Yorkshire 31.70% 33.57% 31.87%
Number of salaries quoted 1433 1762 1656
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 £24,000
10% offered a salary of more than £65,000 £55,600 £60,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Statistics
Jobs Demand Trend in Yorkshire

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

Statistics Jobs Demand Trend in Yorkshire

Statistics
Salary Trend in Yorkshire

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

Statistics Salary Trend in Yorkshire

Statistics
Salary Histogram in Yorkshire

This chart provides a salary histogram for IT jobs citing Statistics across the Yorkshire region over the 3 months to 25 August 2016.

Statistics Salary Histogram in Yorkshire

Statistics
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Statistics within the Yorkshire region over the 3 months to 25 August 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
West Yorkshire +28 33 £35,000 +27.27% 6
North Yorkshire - 2 £62,500 -
South Yorkshire - 2 £41,250 -
Statistics
England

Statistics
Top 30 Related IT Skills in Yorkshire

For the 6 months to 25 August 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 Yorkshire region with a requirement for Statistics.

1 38 (65.52%) Mathematics
2 37 (63.79%) Degree
3 24 (41.38%) Analytics
3 24 (41.38%) Analytical Skills
4 22 (37.93%) SQL
5 20 (34.48%) Data Mining
6 19 (32.76%) Data Modelling
7 17 (29.31%) Statistical Modelling
8 14 (24.14%) Business Intelligence
9 13 (22.41%) Microsoft
9 13 (22.41%) Economics
9 13 (22.41%) R
10 12 (20.69%) French Language
10 12 (20.69%) Data Analysis
10 12 (20.69%) Operations Research
11 11 (18.97%) Computer Science
11 11 (18.97%) Visualisation
11 11 (18.97%) Predictive Modelling
11 11 (18.97%) Finance
11 11 (18.97%) SAS
11 11 (18.97%) C#
12 10 (17.24%) SQL Server
12 10 (17.24%) Automotive
12 10 (17.24%) Neural Network
13 9 (15.52%) SQL Server Reporting Services
13 9 (15.52%) SQL Server Integration Services
13 9 (15.52%) SQL Server Analysis Services
13 9 (15.52%) Tableau
13 9 (15.52%) Agile Software Development
13 9 (15.52%) ETL

Statistics
Top Related IT Skills in Yorkshire 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 (18.97%) SAS
2 5 (8.62%) Apache Spark
3 3 (5.17%) IIS
4 1 (1.72%) MS Exchange
4 1 (1.72%) SharePoint
4 1 (1.72%) SharePoint 2013
Applications
1 4 (6.90%) MS Office
1 4 (6.90%) Stata
2 3 (5.17%) MS Excel
3 2 (3.45%) SPSS
4 1 (1.72%) MS PowerPoint
Business Applications
1 1 (1.72%) Dynamics AX
Cloud Services
1 3 (5.17%) Google Analytics
2 1 (1.72%) Adobe Analytics
2 1 (1.72%) Google Cloud Platform
2 1 (1.72%) IaaS
Communications & Networking
1 2 (3.45%) Internet
2 1 (1.72%) DHCP
2 1 (1.72%) DNS
2 1 (1.72%) Firewall
2 1 (1.72%) NAS
2 1 (1.72%) SAN
2 1 (1.72%) VPN
2 1 (1.72%) WAN
Database & Business Intelligence
1 20 (34.48%) Data Mining
2 10 (17.24%) SQL Server
3 9 (15.52%) SQL Server Analysis Services
3 9 (15.52%) SQL Server Integration Services
3 9 (15.52%) SQL Server Reporting Services
4 8 (13.79%) Data Warehouse
4 8 (13.79%) QlikView
4 8 (13.79%) SQL Server 2014
5 7 (12.07%) Power BI
6 5 (8.62%) Big Data
6 5 (8.62%) Biml
6 5 (8.62%) Hadoop
6 5 (8.62%) MongoDB
6 5 (8.62%) SQL Server 2012
7 2 (3.45%) DTS
7 2 (3.45%) Microsoft Analysis Services
7 2 (3.45%) MySQL
7 2 (3.45%) PostgreSQL
7 2 (3.45%) Qlik Sense
8 1 (1.72%) BusinessObjects
Development Applications
1 7 (12.07%) Git (software)
2 5 (8.62%) JIRA
3 2 (3.45%) Selenium
4 1 (1.72%) Subversion
4 1 (1.72%) Team Foundation Server
4 1 (1.72%) Visual Studio
4 1 (1.72%) Visual Studio Team System
General
1 12 (20.69%) French Language
2 11 (18.97%) Finance
3 10 (17.24%) Automotive
4 7 (12.07%) Marketing
5 2 (3.45%) Back Office
5 2 (3.45%) Games
6 1 (1.72%) Retail
6 1 (1.72%) Telecoms
Job Titles
1 21 (36.21%) Analyst
2 11 (18.97%) Developer
3 6 (10.34%) Graduate
4 5 (8.62%) Data Scientist
4 5 (8.62%) Data Warehouse Developer
4 5 (8.62%) Junior
5 3 (5.17%) Data Analyst
5 3 (5.17%) DBA
5 3 (5.17%) Qualitative Analyst
5 3 (5.17%) Quantitative Analyst
5 3 (5.17%) SQL DBA
6 2 (3.45%) .NET Developer
6 2 (3.45%) Administrator
6 2 (3.45%) C# Developer
6 2 (3.45%) Consultant
6 2 (3.45%) Graduate Developer
6 2 (3.45%) Graduate Software Developer
6 2 (3.45%) Senior Manager
6 2 (3.45%) Software Engineer
6 2 (3.45%) Statistician
Libraries, Frameworks & Software Standards
1 5 (8.62%) MDX
2 4 (6.90%) .NET
2 4 (6.90%) CSS
2 4 (6.90%) HTML
3 3 (5.17%) HTML5
3 3 (5.17%) jQuery
3 3 (5.17%) Web Services
4 2 (3.45%) .NET Framework
4 2 (3.45%) Flash
4 2 (3.45%) Node.js
5 1 (1.72%) ASP.NET
5 1 (1.72%) ASP.NET MVC
5 1 (1.72%) COM
5 1 (1.72%) CSS3
5 1 (1.72%) D3.js
5 1 (1.72%) Express
5 1 (1.72%) koa
5 1 (1.72%) LAMP
5 1 (1.72%) WCF
5 1 (1.72%) XML
Miscellaneous
1 38 (65.52%) Mathematics
2 24 (41.38%) Analytical Skills
3 13 (22.41%) Economics
4 11 (18.97%) Computer Science
4 11 (18.97%) Visualisation
5 10 (17.24%) Neural Network
6 5 (8.62%) Applied Mathematics
6 5 (8.62%) Physics
7 2 (3.45%) Artificial Intelligence
7 2 (3.45%) Mobile App
7 2 (3.45%) User Experience
8 1 (1.72%) Chemistry
8 1 (1.72%) Data Centre
8 1 (1.72%) Data Extraction
8 1 (1.72%) Enterprise Software
8 1 (1.72%) Replication
8 1 (1.72%) Social Media
Operating Systems
1 5 (8.62%) Windows
2 3 (5.17%) Linux
3 1 (1.72%) Data ONTAP
3 1 (1.72%) Unix
3 1 (1.72%) Windows 7
3 1 (1.72%) Windows 8
3 1 (1.72%) Windows Server
Processes & Methodologies
1 24 (41.38%) Analytics
2 19 (32.76%) Data Modelling
3 17 (29.31%) Statistical Modelling
4 14 (24.14%) Business Intelligence
5 12 (20.69%) Data Analysis
5 12 (20.69%) Operations Research
6 11 (18.97%) Predictive Modelling
7 9 (15.52%) Agile Software Development
7 9 (15.52%) ETL
8 8 (13.79%) Machine Learning
9 6 (10.34%) ETL Development
9 6 (10.34%) Logical Data Model
9 6 (10.34%) Physical Data Model
10 5 (8.62%) CRM
10 5 (8.62%) Data Visualisation
10 5 (8.62%) Inmon Methodology
10 5 (8.62%) Kimball Methodology
11 4 (6.90%) Data Management
11 4 (6.90%) Mentoring
11 4 (6.90%) Software Engineering
Programming Languages
1 22 (37.93%) SQL
2 13 (22.41%) R
3 11 (18.97%) C#
4 8 (13.79%) Python
5 7 (12.07%) Java
5 7 (12.07%) T-SQL
6 5 (8.62%) JavaScript
7 2 (3.45%) PHP
8 1 (1.72%) Perl
8 1 (1.72%) PowerShell
8 1 (1.72%) Ruby
8 1 (1.72%) VB
8 1 (1.72%) VB.NET
8 1 (1.72%) VBA
Qualifications
1 37 (63.79%) Degree
2 5 (8.62%) Microsoft Certification
3 4 (6.90%) MCSA
3 4 (6.90%) MCSE
3 4 (6.90%) PhD
4 2 (3.45%) Postgraduate
5 1 (1.72%) MCITP
5 1 (1.72%) MCTS
Quality Assurance & Compliance
1 3 (5.17%) QA
2 1 (1.72%) PCI DSS
System Software
1 3 (5.17%) Active Directory
2 1 (1.72%) Terminal Server
2 1 (1.72%) VMware Infrastructure
2 1 (1.72%) VMware Server
Systems Management
1 1 (1.72%) Backup Exec
1 1 (1.72%) LiteSpeed
1 1 (1.72%) NetBackup
Vendors
1 13 (22.41%) Microsoft
2 9 (15.52%) Tableau
3 4 (6.90%) MicroStrategy
3 4 (6.90%) Sun
4 3 (5.17%) Google
5 2 (3.45%) Facebook
5 2 (3.45%) Oracle
5 2 (3.45%) Sitecore
5 2 (3.45%) Twitter
6 1 (1.72%) Adobe
6 1 (1.72%) Apple
6 1 (1.72%) ClickTale
6 1 (1.72%) EMC
6 1 (1.72%) Hitachi
6 1 (1.72%) Maxymiser
6 1 (1.72%) NetApp
6 1 (1.72%) Optimizely
6 1 (1.72%) RedGate
6 1 (1.72%) Symantec
6 1 (1.72%) VMware
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