The following table provides summary statistics for permanent job vacancies advertised in West Yorkshire with a requirement for Statistical Analysis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Statistical Analysis over the 3 months to 23 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
23 Mar 2017
Same period 2016 Same period 2015
Statistical Analysis
Yorkshire / West Yorkshire
Rank 181 197 209
Rank change year-on-year +16 +12  
Permanent jobs citing Statistical Analysis 3 12 5
As % of all permanent IT jobs advertised in West Yorkshire 0.084% 0.27% 0.10%
As % of the Processes & Methodologies category 0.093% 0.30% 0.11%
Number of salaries quoted 3 11 5
Median salary £24,000 £27,500 £32,500
Median salary % change year-on-year -12.72% -15.38%  
UK excluding London median salary £42,500 £35,000 £43,000
% change year-on-year +21.42% -18.60%  

Statistical Analysis is in the process and methodology skills category. The next 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 and methodology skills.

Process & Methodology Skills
West Yorkshire
Permanent job vacancies with a requirement for process and methodology skills 3223 3941 4448
As % of all permanent IT job vacancies advertised in West Yorkshire 90.48% 89.45% 89.64%
Number of salaries quoted 2853 3258 3503
Median salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25%  
90% offered a salary of more than £31,500 £30,000 £30,000
10% offered a salary of more than £60,000 £60,000 £62,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Statistical Analysis
Job Vacancy Trend in West Yorkshire

The job posting trend of jobs advertised in West Yorkshire citing Statistical Analysis as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Statistical Analysis in West Yorkshire

Statistical Analysis
Salary Trend in West Yorkshire

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

Salary trend for Statistical Analysis in West Yorkshire

Statistical Analysis
Salary Histogram in West Yorkshire

The salary distribution of IT jobs citing Statistical Analysis in West Yorkshire over the 3 months to 23 March 2017.

Salary histogram for Statistical Analysis in West Yorkshire

Statistical Analysis
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 Statistical Analysis within the West Yorkshire region over the 3 months to 23 March 2017. 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 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
Leeds +2 1 £35,000 +27.27%
Bradford - 1 £22,500 -
Keighley - 1 £24,000 -
Statistical Analysis
Yorkshire

Statistical Analysis
Top 30 Related IT Skills in West Yorkshire

For the 6 months to 23 March 2017, IT jobs citing Statistical Analysis 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 Statistical Analysis.

1 10 (71.43%) SQL
2 8 (57.14%) Mathematics
3 7 (50.00%) Physics
3 7 (50.00%) VBA
3 7 (50.00%) MS Excel
3 7 (50.00%) Statistics
4 6 (42.86%) Finance
4 6 (42.86%) Validation
4 6 (42.86%) PhD
4 6 (42.86%) Computer Science
4 6 (42.86%) Python
4 6 (42.86%) Predictive Modelling
4 6 (42.86%) R
4 6 (42.86%) Machine Learning
4 6 (42.86%) Data Structures
4 6 (42.86%) Algorithms
4 6 (42.86%) Kalman Filter
4 6 (42.86%) Time Series Analysis
4 6 (42.86%) Statistical Inference
5 4 (28.57%) Analytical Skills
6 3 (21.43%) Big Data
6 3 (21.43%) Degree
6 3 (21.43%) Marketing
7 2 (14.29%) Retail
7 2 (14.29%) Minitab
7 2 (14.29%) Project Management
7 2 (14.29%) Data Mining
7 2 (14.29%) SAS
7 2 (14.29%) Market Research
7 2 (14.29%) Visualisation

Statistical Analysis
Top Related 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 2 (14.29%) SAS
2 1 (7.14%) Apache Spark
Applications
1 7 (50.00%) MS Excel
2 1 (7.14%) MS Office
2 1 (7.14%) MS PowerPoint
2 1 (7.14%) Spreadsheet
Cloud Services
1 1 (7.14%) Amazon EC2
Database & Business Intelligence
1 3 (21.43%) Big Data
2 2 (14.29%) Data Mining
3 1 (7.14%) Hadoop
3 1 (7.14%) Text Mining
General
1 6 (42.86%) Finance
2 3 (21.43%) Marketing
3 2 (14.29%) Retail
Job Titles
1 6 (42.86%) Analyst
2 5 (35.71%) Data Scientist
3 2 (14.29%) Marketing Analyst
4 1 (7.14%) Business Intelligence Developer
4 1 (7.14%) Data Analyst
4 1 (7.14%) Data Modeller
4 1 (7.14%) Developer
4 1 (7.14%) Development Analyst
4 1 (7.14%) Graduate
4 1 (7.14%) Graduate Developer
4 1 (7.14%) IT Manager
4 1 (7.14%) IT Security Manager
4 1 (7.14%) Project Analyst
4 1 (7.14%) Quantitative Analyst
4 1 (7.14%) Relationships Manager
4 1 (7.14%) SAS BI Developer
4 1 (7.14%) SAS Developer
4 1 (7.14%) Security Manager
4 1 (7.14%) Senior Data Modeller
4 1 (7.14%) SQL Developer
Miscellaneous
1 6 (42.86%) Algorithms
1 6 (42.86%) Computer Science
1 6 (42.86%) Data Structures
2 4 (28.57%) Analytical Skills
3 1 (7.14%) Credit Risk
Processes & Methodologies
1 8 (57.14%) Mathematics
2 7 (50.00%) Physics
2 7 (50.00%) Statistics
3 6 (42.86%) Kalman Filter
3 6 (42.86%) Machine Learning
3 6 (42.86%) Predictive Modelling
3 6 (42.86%) Statistical Inference
3 6 (42.86%) Time Series Analysis
3 6 (42.86%) Validation
4 2 (14.29%) Actionable Insight
4 2 (14.29%) Analytics
4 2 (14.29%) Change Management
4 2 (14.29%) Coaching
4 2 (14.29%) Customer Insight
4 2 (14.29%) Data Visualisation
4 2 (14.29%) Market Research
4 2 (14.29%) Project Management
4 2 (14.29%) Trend Analysis
4 2 (14.29%) Visualisation
5 1 (7.14%) Data Modelling
Programming Languages
1 10 (71.43%) SQL
2 7 (50.00%) VBA
3 6 (42.86%) Python
3 6 (42.86%) R
4 1 (7.14%) C#
4 1 (7.14%) C++
4 1 (7.14%) Java
Qualifications
1 6 (42.86%) PhD
2 3 (21.43%) Degree
Quality Assurance & Compliance
1 1 (7.14%) ISO/IEC 27001
1 1 (7.14%) ISO27002
Vendors
1 2 (14.29%) Minitab
2 1 (7.14%) Microsoft