The following table provides summary statistics for permanent job vacancies advertised in Liverpool with a requirement for Mathematics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Mathematics over the 3 months to 27 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
27 Mar 2017
Same period 2016 Same period 2015
Mathematics (Maths)
Merseyside / Liverpool
Rank 44 41 51
Rank change year-on-year -3 +10  
Permanent jobs citing Mathematics 8 16 4
As % of all permanent IT jobs advertised in Liverpool 2.00% 4.08% 0.92%
As % of the Processes & Methodologies category 2.22% 4.72% 1.04%
Number of salaries quoted 7 5 3
Median salary £45,000 £33,500 £66,500
Median salary % change year-on-year +34.32% -49.62%  
90% offered a salary of more than £22,500 £23,600 £63,700
10% offered a salary of more than £59,000 £35,600 £67,300
UK excluding London median salary £40,000 £40,000 £38,000
% change year-on-year - +5.26%  

Mathematics 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 Liverpool with a requirement for process and methodology skills.

Process & Methodology Skills
Liverpool
Permanent job vacancies with a requirement for process and methodology skills 360 339 386
As % of all permanent IT job vacancies advertised in Liverpool 90.00% 86.48% 88.53%
Number of salaries quoted 266 268 295
Median salary £40,000 £40,000 £45,000
Median salary % change year-on-year - -11.11%  
90% offered a salary of more than £28,000 £30,000 £27,500
10% offered a salary of more than £66,000 £70,000 £60,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Mathematics
Job Vacancy Trend in Liverpool

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

Job vacancy trend for Mathematics in Liverpool

Mathematics
Salary Trend in Liverpool

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

Salary trend for Mathematics in Liverpool

Mathematics
Salary Histogram in Liverpool

The salary distribution of IT jobs citing Mathematics in Liverpool over the 3 months to 27 March 2017.

Salary histogram for Mathematics in Liverpool

Mathematics
Top 30 Related IT Skills in Liverpool

For the 6 months to 27 March 2017, IT jobs citing Mathematics 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 Liverpool region with a requirement for Mathematics.

1 12 (75.00%) Degree
2 8 (50.00%) Statistics
3 7 (43.75%) SQL
4 6 (37.50%) Microsoft
5 5 (31.25%) Postgraduate
5 5 (31.25%) HND
5 5 (31.25%) Economics
5 5 (31.25%) Psychology
5 5 (31.25%) Computer Science
6 4 (25.00%) MS Excel
6 4 (25.00%) Analytics
7 3 (18.75%) Data Integration
7 3 (18.75%) Windows Server
7 3 (18.75%) Windows
7 3 (18.75%) T-SQL
7 3 (18.75%) .NET
7 3 (18.75%) SQL Server
7 3 (18.75%) SQL Server Integration Services
7 3 (18.75%) Business Intelligence
7 3 (18.75%) Finance
8 2 (12.50%) Data Management
8 2 (12.50%) SQL Server Reporting Services
8 2 (12.50%) Electronics
8 2 (12.50%) Scrum
8 2 (12.50%) Software Engineering
8 2 (12.50%) Ruby
8 2 (12.50%) Dynamics NAV
8 2 (12.50%) QA
8 2 (12.50%) Data Conversion
8 2 (12.50%) Shell Script

Mathematics
Top Related IT Skills in Liverpool 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 (12.50%) IIS
1 2 (12.50%) SAS
2 1 (6.25%) Apache Pig
2 1 (6.25%) Apache Spark
Applications
1 4 (25.00%) MS Excel
2 1 (6.25%) MS Office
2 1 (6.25%) MS PowerPoint
Business Applications
1 2 (12.50%) Dynamics NAV
Cloud Services
1 2 (12.50%) Sumo Logic
2 1 (6.25%) Amazon AWS
Database & Business Intelligence
1 3 (18.75%) SQL Server
1 3 (18.75%) SQL Server Integration Services
2 2 (12.50%) Big Data
2 2 (12.50%) Hadoop
2 2 (12.50%) SQL Server 2012
2 2 (12.50%) SQL Server Reporting Services
3 1 (6.25%) Apache Hive
3 1 (6.25%) Data Mining
3 1 (6.25%) Data Warehouse
3 1 (6.25%) MongoDB
3 1 (6.25%) NoSQL
3 1 (6.25%) SQL Server 2014
Development Applications
1 1 (6.25%) Git (software)
General
1 3 (18.75%) Finance
2 2 (12.50%) Electronics
3 1 (6.25%) Back Office
3 1 (6.25%) Retail
Job Titles
1 3 (18.75%) Analyst
2 2 (12.50%) Business Intelligence Analyst
2 2 (12.50%) Data Scientist
2 2 (12.50%) Developer
2 2 (12.50%) Senior Data Scientist
2 2 (12.50%) Software Engineer
2 2 (12.50%) SQL Analyst
2 2 (12.50%) SQL Server Analyst
3 1 (6.25%) Developer/Software Engineer
3 1 (6.25%) DevOps Engineer
3 1 (6.25%) Graduate
3 1 (6.25%) Graduate Software Engineer
3 1 (6.25%) Junior
3 1 (6.25%) Junior Developer
3 1 (6.25%) Junior Software Developer
3 1 (6.25%) Junior Software Engineer
3 1 (6.25%) Senior DevOps
3 1 (6.25%) Software Developer
3 1 (6.25%) SQL Developer
3 1 (6.25%) Support Engineer
Libraries, Frameworks & Software Standards
1 3 (18.75%) .NET
Miscellaneous
1 5 (31.25%) Computer Science
2 2 (12.50%) Analytical Skills
2 2 (12.50%) Enterprise Software
3 1 (6.25%) Algorithms
3 1 (6.25%) Data Centre
3 1 (6.25%) Driving Licence
3 1 (6.25%) Management Information System
3 1 (6.25%) Public Cloud
3 1 (6.25%) Virtual Team
Operating Systems
1 3 (18.75%) Windows
1 3 (18.75%) Windows Server
2 1 (6.25%) Unix
2 1 (6.25%) Windows Server 2008
Processes & Methodologies
1 8 (50.00%) Statistics
2 5 (31.25%) Economics
2 5 (31.25%) Psychology
3 4 (25.00%) Analytics
4 3 (18.75%) Business Intelligence
4 3 (18.75%) Data Integration
5 2 (12.50%) Data Analytics
5 2 (12.50%) Data Conversion
5 2 (12.50%) Data Management
5 2 (12.50%) DevOps
5 2 (12.50%) ETL
5 2 (12.50%) Machine Learning
5 2 (12.50%) Scrum
5 2 (12.50%) Software Deployment
5 2 (12.50%) Software Engineering
6 1 (6.25%) Bayesian Methods
6 1 (6.25%) Knowledge Discovery
6 1 (6.25%) Mentoring
6 1 (6.25%) Statistical Computing
6 1 (6.25%) Workforce Optimisation
Programming Languages
1 7 (43.75%) SQL
2 3 (18.75%) T-SQL
3 2 (12.50%) C
3 2 (12.50%) PowerShell
3 2 (12.50%) R
3 2 (12.50%) Ruby
3 2 (12.50%) Shell Script
4 1 (6.25%) Bash Shell
4 1 (6.25%) MATLAB
4 1 (6.25%) Python
Qualifications
1 12 (75.00%) Degree
2 5 (31.25%) HND
2 5 (31.25%) Postgraduate
3 1 (6.25%) PhD
3 1 (6.25%) SAS Certification
Quality Assurance & Compliance
1 2 (12.50%) QA
System Software
1 1 (6.25%) Active Directory
1 1 (6.25%) Hyper-V
1 1 (6.25%) XenApp
1 1 (6.25%) zsh
Systems Management
1 2 (12.50%) Opscode Chef
Vendors
1 6 (37.50%) Microsoft
2 2 (12.50%) Splunk
3 1 (6.25%) Citrix
3 1 (6.25%) Cognos
3 1 (6.25%) Tableau