Period
to 24 November 2017

The following table provides summary statistics for permanent job vacancies advertised in West 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 24 November 2017 with a comparison to the same period in the previous 2 years.

Statistics
Yorkshire > West Yorkshire
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 214 227 277
Rank change year-on-year +13 +50 -25
Permanent jobs citing Statistics 40 50 43
As % of all permanent IT jobs advertised in West Yorkshire 0.59% 0.65% 0.46%
As % of the Processes & Methodologies category 0.64% 0.71% 0.51%
Number of salaries quoted 27 44 33
West Yorkshire median annual salary £35,000 £35,000 £32,500
Median salary % change year-on-year - +7.69% -7.14%
10th Percentile £25,750 £25,481 £21,250
90th Percentile £68,250 £53,750 £63,750
Yorkshire median annual salary £38,750 £37,500 £33,750
% change year-on-year +3.33% +11.11% -3.57%

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 West Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
West Yorkshire
Permanent vacancies with a requirement for process or methodology skills 6236 7013 8417
As % of all permanent IT jobs advertised in West Yorkshire 91.40% 91.22% 90.98%
Number of salaries quoted 5241 6015 6760
West Yorkshire median annual salary £42,500 £42,500 £42,000
Median salary % change year-on-year - +1.19% +5.00%
10th Percentile £26,750 £26,750 £26,250
90th Percentile £61,250 £65,000 £60,000
Yorkshire median annual salary £42,500 £42,000 £40,000
% change year-on-year +1.19% +5.00% +0.69%

Statistics
Job Vacancy Trend in West Yorkshire

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

Job vacancy trend for Statistics in West Yorkshire

Statistics
Salary Trend in West Yorkshire

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

Salary trend for Statistics in West Yorkshire

Statistics
Salary Histogram in West Yorkshire

The salary distribution of IT jobs citing Statistics in West Yorkshire over the 6 months to 24 November 2017.

Salary histogram for Statistics in West Yorkshire

Statistics
Job Locations in West Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Statistics within the West Yorkshire region over the 6 months to 24 November 2017. 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
Leeds +15 39 £35,000 -
Bradford +4 1 £37,500 +7.14%
Statistics
Yorkshire

For the 6 months to 24 November 2017, 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 West Yorkshire region with a requirement for Statistics.

1 14 (35.00%) Microsoft
2 13 (32.50%) Finance
3 12 (30.00%) Retail
3 12 (30.00%) Microsoft Office
3 12 (30.00%) Windows
3 12 (30.00%) Machine Learning
4 11 (27.50%) Analytics
4 11 (27.50%) Python
5 10 (25.00%) Marketing
5 10 (25.00%) Service Delivery
5 10 (25.00%) Creative Thinking
5 10 (25.00%) Digital Marketing
6 9 (22.50%) Mathematics
6 9 (22.50%) Algorithms
6 9 (22.50%) Agile Software Development
7 8 (20.00%) SAP
7 8 (20.00%) Analytical Skills
7 8 (20.00%) Degree
7 8 (20.00%) R
8 7 (17.50%) SQL
9 6 (15.00%) PhD
9 6 (15.00%) Active Directory
9 6 (15.00%) Citrix
9 6 (15.00%) Mac OS X
9 6 (15.00%) Telecoms
9 6 (15.00%) VoIP
9 6 (15.00%) VPN
9 6 (15.00%) Windows 7
9 6 (15.00%) Office 365
9 6 (15.00%) iPhone

Statistics
Co-occurring IT Skills in West 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 4 (10.00%) SAS
2 3 (7.50%) Confluence
3 1 (2.50%) Apache Spark
3 1 (2.50%) CMS
Applications
1 12 (30.00%) Microsoft Office
2 4 (10.00%) SPSS
Cloud Services
1 6 (15.00%) Office 365
Communications & Networking
1 6 (15.00%) VoIP
1 6 (15.00%) VPN
Database & Business Intelligence
1 5 (12.50%) Big Data
2 4 (10.00%) Data Mining
2 4 (10.00%) SQL Server
3 3 (7.50%) Relational Database
4 2 (5.00%) Amazon Redshift
4 2 (5.00%) Data Warehouse
4 2 (5.00%) MS Access
4 2 (5.00%) PostgreSQL
5 1 (2.50%) DTS
5 1 (2.50%) Hadoop
5 1 (2.50%) SQL Server 2008
5 1 (2.50%) SQL Server 2012
5 1 (2.50%) SQL Server 2014
5 1 (2.50%) SQL Server Integration Services
Development Applications
1 4 (10.00%) JIRA
2 2 (5.00%) Git (software)
3 1 (2.50%) SQL Server Management Studio (SSMS)
3 1 (2.50%) Visual Studio
General
1 13 (32.50%) Finance
2 12 (30.00%) Retail
3 10 (25.00%) Marketing
4 6 (15.00%) Telecoms
5 3 (7.50%) Back Office
Job Titles
1 15 (37.50%) Data Scientist
2 6 (15.00%) Service Desk Team Leader
2 6 (15.00%) Team Leader
3 5 (12.50%) IT Support
4 4 (10.00%) Service Manager
5 3 (7.50%) IT Manager
5 3 (7.50%) IT Services Manager
5 3 (7.50%) Statistical Modeller
5 3 (7.50%) Systems Engineer
6 2 (5.00%) Analyst
6 2 (5.00%) Coordinator
6 2 (5.00%) Desktop Support
6 2 (5.00%) IT Support Manager
6 2 (5.00%) Project Coordinator
6 2 (5.00%) Project Support Coordinator
6 2 (5.00%) Senior Data Scientist
6 2 (5.00%) Senior Statistician
6 2 (5.00%) Service Support Manager
6 2 (5.00%) Statistician
6 2 (5.00%) Support Manager
Miscellaneous
1 9 (22.50%) Algorithms
2 8 (20.00%) Analytical Skills
3 6 (15.00%) iPhone
4 5 (12.50%) Greenfield Project
4 5 (12.50%) Social Media
5 3 (7.50%) Computer Science
6 1 (2.50%) Management Information System
Operating Systems
1 12 (30.00%) Windows
2 6 (15.00%) Mac OS X
2 6 (15.00%) Windows 7
Processes & Methodologies
1 12 (30.00%) Machine Learning
2 11 (27.50%) Analytics
3 10 (25.00%) Creative Thinking
3 10 (25.00%) Digital Marketing
3 10 (25.00%) Service Delivery
4 9 (22.50%) Agile Software Development
4 9 (22.50%) Mathematics
5 6 (15.00%) People Management
6 5 (12.50%) Continuous Improvement
6 5 (12.50%) ITIL
6 5 (12.50%) Statistical Modelling
7 4 (10.00%) Change Management
7 4 (10.00%) Data Analytics
7 4 (10.00%) Decision Tree
7 4 (10.00%) Knowledge Management
7 4 (10.00%) Linear Regression
7 4 (10.00%) Logistic Regression
7 4 (10.00%) Problem Management
7 4 (10.00%) SDLC
8 3 (7.50%) Acceptance Criteria
Programming Languages
1 11 (27.50%) Python
2 8 (20.00%) R
3 7 (17.50%) SQL
4 2 (5.00%) VBA
5 1 (2.50%) MATLAB
5 1 (2.50%) T-SQL
Qualifications
1 8 (20.00%) Degree
2 6 (15.00%) PhD
3 2 (5.00%) Numerate Degree
4 1 (2.50%) CISM
4 1 (2.50%) CISSP
4 1 (2.50%) SANS
Quality Assurance & Compliance
1 1 (2.50%) ISO/IEC 27001
1 1 (2.50%) PCI DSS
1 1 (2.50%) Sarbanes-Oxley
1 1 (2.50%) SLA
System Software
1 6 (15.00%) Active Directory
Vendors
1 14 (35.00%) Microsoft
2 8 (20.00%) SAP
3 6 (15.00%) Citrix
4 5 (12.50%) Facebook
4 5 (12.50%) Twitter
5 3 (7.50%) Capita
6 1 (2.50%) Avaya
6 1 (2.50%) Darktrace
6 1 (2.50%) Digital Shadows
6 1 (2.50%) Progress
6 1 (2.50%) Symantec