Period
to 21 January 2018

The following table provides summary statistics for permanent job vacancies advertised in Yorkshire with a requirement for Statistics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Statistics over the 6 months to 21 January 2018 with a comparison to the same period in the previous 2 years.

Statistics
England > Yorkshire
6 months to
21 Jan 2018
Same period 2017 Same period 2016
Rank 252 270 331
Rank change year-on-year +18 +61 -49
Permanent jobs citing Statistics 42 50 42
As % of all permanent IT jobs advertised in Yorkshire 0.44% 0.46% 0.33%
As % of the Processes & Methodologies category 0.49% 0.52% 0.37%
Number of salaries quoted 27 46 32
Yorkshire median annual salary £37,500 £36,250 £42,500
Median salary % change year-on-year +3.45% -14.71% +30.77%
10th Percentile £25,750 £26,000 £24,450
90th Percentile £68,250 £54,125 £63,750
England median annual salary £55,000 £45,000 £47,500
% change year-on-year +22.22% -5.26% +11.76%

Statistics is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Yorkshire
Permanent vacancies with a requirement for process or methodology skills 8,652 9,676 11,334
As % of all permanent IT jobs advertised in Yorkshire 90.41% 89.71% 89.82%
Number of salaries quoted 7,349 8,172 9,292
Yorkshire median annual salary £42,500 £41,500 £40,000
Median salary % change year-on-year +2.41% +3.75% -
10th Percentile £26,250 £26,250 £26,250
90th Percentile £60,000 £62,000 £60,000
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Statistics
Job Vacancy Trend in Yorkshire

Job postings citing Statistics as a percentage of all IT jobs advertised in Yorkshire.

Job vacancy trend for Statistics in Yorkshire

Statistics
Salary Trend in Yorkshire

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

Salary trend for Statistics in Yorkshire

Statistics
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing Statistics in Yorkshire over the 6 months to 21 January 2018.

Salary histogram for Statistics 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 6 months to 21 January 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
West Yorkshire +3 35 £37,500 +7.14% 6
South Yorkshire +15 7 £35,000 -15.15% 1
Statistics
England

For the 6 months to 21 January 2018, 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 26 (61.90%) Analytics
2 17 (40.48%) Analytical Skills
2 17 (40.48%) Mathematics
2 17 (40.48%) Finance
3 16 (38.10%) Python
3 16 (38.10%) Degree
3 16 (38.10%) Machine Learning
4 15 (35.71%) R
5 13 (30.95%) Agile Software Development
6 12 (28.57%) SQL
6 12 (28.57%) SAS
7 11 (26.19%) Marketing
8 10 (23.81%) Relational Database
9 9 (21.43%) Algorithms
9 9 (21.43%) Facebook
9 9 (21.43%) Computer Science
9 9 (21.43%) SPSS
9 9 (21.43%) PhD
10 8 (19.05%) Data Warehouse
10 8 (19.05%) MATLAB
10 8 (19.05%) Social Media
10 8 (19.05%) Twitter
10 8 (19.05%) Data Analytics
10 8 (19.05%) Greenfield Project
11 7 (16.67%) Time Management
11 7 (16.67%) Credit Risk
11 7 (16.67%) Service Delivery
11 7 (16.67%) Retail
12 6 (14.29%) Economics
12 6 (14.29%) Postgraduate

Statistics
Co-occurring 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 12 (28.57%) SAS
2 4 (9.52%) Apache Spark
3 1 (2.38%) Confluence
Applications
1 9 (21.43%) SPSS
2 4 (9.52%) Microsoft Office
Cloud Services
1 1 (2.38%) Office 365
1 1 (2.38%) Serverless
Communications & Networking
1 3 (7.14%) VoIP
2 1 (2.38%) VPN
Database & Business Intelligence
1 10 (23.81%) Relational Database
2 8 (19.05%) Data Warehouse
3 6 (14.29%) BusinessObjects
3 6 (14.29%) BusinessObjects Web Intelligence
3 6 (14.29%) Lumira
3 6 (14.29%) Oracle Discoverer
3 6 (14.29%) Star Schema
4 4 (9.52%) Big Data
4 4 (9.52%) Hadoop
5 3 (7.14%) Base SAS
5 3 (7.14%) SAS Enterprise Guide
5 3 (7.14%) SQL Server
6 2 (4.76%) Amazon Redshift
6 2 (4.76%) Data Mining
6 2 (4.76%) PostgreSQL
7 1 (2.38%) NoSQL
Development Applications
1 6 (14.29%) Toad
2 2 (4.76%) Git (software)
2 2 (4.76%) JIRA
General
1 17 (40.48%) Finance
2 11 (26.19%) Marketing
3 7 (16.67%) Retail
4 3 (7.14%) Telecoms
5 2 (4.76%) Back Office
Job Titles
1 18 (42.86%) Data Scientist
2 9 (21.43%) Analyst
3 6 (14.29%) Business Intelligence Analyst
4 5 (11.90%) Junior
5 4 (9.52%) IT Support
5 4 (9.52%) Service Manager
6 3 (7.14%) Analytics Consultant
6 3 (7.14%) Consultant
6 3 (7.14%) IT Manager
6 3 (7.14%) IT Services Manager
6 3 (7.14%) Junior Consultant
6 3 (7.14%) Statistical Modeller
7 2 (4.76%) Coordinator
7 2 (4.76%) IT Support Manager
7 2 (4.76%) Junior Data Scientist
7 2 (4.76%) Project Coordinator
7 2 (4.76%) Project Support Coordinator
7 2 (4.76%) Senior Data Scientist
7 2 (4.76%) Statistician
7 2 (4.76%) Support Manager
Libraries, Frameworks & Software Standards
1 1 (2.38%) .NET
1 1 (2.38%) .NET Framework
1 1 (2.38%) AngularJS
1 1 (2.38%) ASP.NET
1 1 (2.38%) ASP.NET MVC
1 1 (2.38%) CSS
1 1 (2.38%) CSS3
1 1 (2.38%) Django
1 1 (2.38%) jQuery
1 1 (2.38%) LINQ
1 1 (2.38%) NumPy
1 1 (2.38%) Pandas
1 1 (2.38%) scikit-learn
1 1 (2.38%) SciPy
1 1 (2.38%) Twitter Bootstrap
1 1 (2.38%) WCF
1 1 (2.38%) Web Services
1 1 (2.38%) WPF
Miscellaneous
1 17 (40.48%) Analytical Skills
2 9 (21.43%) Algorithms
2 9 (21.43%) Computer Science
3 8 (19.05%) Greenfield Project
3 8 (19.05%) Social Media
4 7 (16.67%) Credit Risk
5 3 (7.14%) iPhone
Operating Systems
1 4 (9.52%) Windows
2 3 (7.14%) Windows 7
3 1 (2.38%) Mac OS X
Processes & Methodologies
1 26 (61.90%) Analytics
2 17 (40.48%) Mathematics
3 16 (38.10%) Machine Learning
4 13 (30.95%) Agile Software Development
5 8 (19.05%) Data Analytics
6 7 (16.67%) Service Delivery
6 7 (16.67%) Time Management
7 6 (14.29%) Business Intelligence
7 6 (14.29%) Coaching
7 6 (14.29%) Data Modelling
7 6 (14.29%) Data Visualisation
7 6 (14.29%) Economics
7 6 (14.29%) High Availability
7 6 (14.29%) Kimball Methodology
7 6 (14.29%) Marketing Analytics
7 6 (14.29%) Visualisation
8 5 (11.90%) Creative Thinking
8 5 (11.90%) Digital Marketing
8 5 (11.90%) Statistical Modelling
9 4 (9.52%) Decision Tree
Programming Languages
1 16 (38.10%) Python
2 15 (35.71%) R
3 12 (28.57%) SQL
4 8 (19.05%) MATLAB
5 1 (2.38%) C#
5 1 (2.38%) Java
5 1 (2.38%) JavaScript
5 1 (2.38%) T-SQL
Qualifications
1 16 (38.10%) Degree
2 9 (21.43%) PhD
3 6 (14.29%) Postgraduate
4 3 (7.14%) Numerate Degree
Quality Assurance & Compliance
1 1 (2.38%) Basel III
1 1 (2.38%) IFRS
1 1 (2.38%) IFRS 9
System Software
1 1 (2.38%) Active Directory
Vendors
1 9 (21.43%) Facebook
2 8 (19.05%) Twitter
3 6 (14.29%) Alteryx
3 6 (14.29%) Oracle
3 6 (14.29%) Tableau
4 5 (11.90%) Microsoft
5 3 (7.14%) Capita
5 3 (7.14%) SAP
6 1 (2.38%) Citrix