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

Data Analytics
Merseyside / Liverpool
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 54 50 54
Rank change year-on-year -4 +4  
Permanent jobs citing Data Analytics 2 4 1
As % of all permanent IT jobs advertised in Liverpool 0.52% 1.01% 0.24%
As % of the Processes & Methodologies category 0.56% 1.23% 0.28%
Number of salaries quoted 2 3 1
Median salary £60,000 £70,000 £31,500
Median salary % change year-on-year -14.28% +122.22%  
UK excluding London median salary £47,000 £54,000 £45,000
% change year-on-year -12.96% +20.00%  

Data Analytics 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 355 325 358
As % of all permanent IT job vacancies advertised in Liverpool 92.21% 81.66% 85.24%
Number of salaries quoted 252 256 261
Median salary £40,000 £42,500 £43,500
Median salary % change year-on-year -5.88% -2.29%  
90% offered a salary of more than £30,000 £30,500 £27,000
10% offered a salary of more than £67,500 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Analytics
Job Vacancy Trend in Liverpool

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

Job vacancy trend for Data Analytics in Liverpool

Data Analytics
Salary Trend in Liverpool

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

Salary trend for Data Analytics in Liverpool

Data Analytics
Salary Histogram in Liverpool

The salary distribution of IT jobs citing Data Analytics in Liverpool over the 3 months to 23 June 2017.

Salary histogram for Data Analytics in Liverpool

For the 6 months to 23 June 2017, IT jobs citing Data Analytics 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 Data Analytics.

1 9 (100.00%) Analytics
2 6 (66.67%) Agile Software Development
3 5 (55.56%) Finance
4 3 (33.33%) PHP
4 3 (33.33%) OOP
4 3 (33.33%) LAMP
4 3 (33.33%) TDD
4 3 (33.33%) Banking
4 3 (33.33%) Investment Banking
4 3 (33.33%) SOLID
4 3 (33.33%) Analytical Skills
4 3 (33.33%) Microservices
4 3 (33.33%) SDLC
4 3 (33.33%) Domain-Driven Design
4 3 (33.33%) RESTful
4 3 (33.33%) Open Source
4 3 (33.33%) Hedge funds
4 3 (33.33%) Waterfall
4 3 (33.33%) Node.js
5 2 (22.22%) Continuous Improvement
5 2 (22.22%) SQL Server 2012
5 2 (22.22%) SQL Server Reporting Services
5 2 (22.22%) Data Conversion
5 2 (22.22%) Data Integration
5 2 (22.22%) PMO
5 2 (22.22%) Dynamics NAV
5 2 (22.22%) SQL Server Integration Services
5 2 (22.22%) Degree
5 2 (22.22%) Mathematics
5 2 (22.22%) QA

Data Analytics
Co-occurring 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:

Applications
1 2 (22.22%) Microsoft Excel
Business Applications
1 2 (22.22%) Dynamics NAV
Database & Business Intelligence
1 2 (22.22%) SQL Server
1 2 (22.22%) SQL Server 2012
1 2 (22.22%) SQL Server Integration Services
1 2 (22.22%) SQL Server Reporting Services
General
1 5 (55.56%) Finance
2 3 (33.33%) Banking
2 3 (33.33%) Investment Banking
Job Titles
1 4 (44.44%) Analyst
2 3 (33.33%) Developer
2 3 (33.33%) PHP Developer
3 2 (22.22%) Business Intelligence Analyst
3 2 (22.22%) E-Commerce Analyst
3 2 (22.22%) Portfolio Analyst
3 2 (22.22%) Project Analyst
3 2 (22.22%) SQL Analyst
3 2 (22.22%) SQL Server Analyst
3 2 (22.22%) Web Analyst
4 1 (11.11%) Chief Technology Officer
4 1 (11.11%) Junior
4 1 (11.11%) Junior Project Manager
4 1 (11.11%) LAMP Developer
4 1 (11.11%) PHP LAMP Developer
4 1 (11.11%) Project Manager
Libraries, Frameworks & Software Standards
1 3 (33.33%) LAMP
1 3 (33.33%) Node.js
1 3 (33.33%) RESTful
Miscellaneous
1 3 (33.33%) Analytical Skills
1 3 (33.33%) Hedge funds
Processes & Methodologies
1 9 (100.00%) Analytics
2 6 (66.67%) Agile Software Development
3 3 (33.33%) Domain-Driven Design
3 3 (33.33%) Microservices
3 3 (33.33%) OOP
3 3 (33.33%) Open Source
3 3 (33.33%) SDLC
3 3 (33.33%) SOLID
3 3 (33.33%) TDD
3 3 (33.33%) Waterfall
4 2 (22.22%) Business Intelligence
4 2 (22.22%) Continuous Improvement
4 2 (22.22%) Data Conversion
4 2 (22.22%) Data Integration
4 2 (22.22%) Data Management
4 2 (22.22%) E-Commerce
4 2 (22.22%) ETL
4 2 (22.22%) Mathematics
4 2 (22.22%) Risk Analysis
4 2 (22.22%) Stakeholder Management
Programming Languages
1 3 (33.33%) PHP
2 2 (22.22%) SQL
2 2 (22.22%) T-SQL
Qualifications
1 2 (22.22%) Degree
Quality Assurance & Compliance
1 2 (22.22%) PMO
1 2 (22.22%) QA