Period
to 19 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Liverpool with a requirement for Migration skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Migration over the 6 months to 19 November 2017 with a comparison to the same period in the previous 2 years.

Migration
Merseyside > Liverpool
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 67 44 60
Rank change year-on-year -23 +16 +3
Permanent jobs citing Migration 7 54 10
As % of all permanent IT jobs advertised in Liverpool 0.92% 5.06% 1.47%
As % of the Processes & Methodologies category 1.00% 5.70% 1.68%
Number of salaries quoted 6 21 5
Liverpool median annual salary £42,500 £47,500 £32,500
Median salary % change year-on-year -10.53% +46.15% -27.78%
10th Percentile £35,000 £36,250 £29,000
90th Percentile £51,000 £57,500 £57,500
Merseyside median annual salary £42,500 £47,500 £42,500
% change year-on-year -10.53% +11.76% -5.56%

Migration 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 Liverpool with a requirement for process or methodology skills.

All Process and Methodology Skills
Liverpool
Permanent vacancies with a requirement for process or methodology skills 697 948 594
As % of all permanent IT jobs advertised in Liverpool 91.35% 88.85% 87.35%
Number of salaries quoted 519 610 474
Liverpool median annual salary £41,500 £40,000 £40,000
Median salary % change year-on-year +3.75% - -
10th Percentile £27,500 £26,250 £24,575
90th Percentile £67,500 £57,500 £65,875
Merseyside median annual salary £40,500 £40,000 £40,000
% change year-on-year +1.25% - -

Migration
Job Vacancy Trend in Liverpool

Job postings citing Migration as a percentage of all IT jobs advertised in Liverpool.

Job vacancy trend for Migration in Liverpool

Migration
Salary Trend in Liverpool

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

Salary trend for Migration in Liverpool

Migration
Salary Histogram in Liverpool

The salary distribution of IT jobs citing Migration in Liverpool over the 6 months to 19 November 2017.

Salary histogram for Migration in Liverpool

For the 6 months to 19 November 2017, IT jobs citing Migration 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 Migration.

1 6 (85.71%) SQL
2 5 (71.43%) T-SQL
2 5 (71.43%) SQL Server
2 5 (71.43%) Microsoft
2 5 (71.43%) SQL Server Reporting Services
3 4 (57.14%) SQL Server Integration Services
3 4 (57.14%) Finance
3 4 (57.14%) ETL
3 4 (57.14%) Business Intelligence
3 4 (57.14%) SQL Server Analysis Services
3 4 (57.14%) Kimball Methodology
4 3 (42.86%) System Testing
4 3 (42.86%) Dimensional Modelling
4 3 (42.86%) Data Migration
4 3 (42.86%) Performance Optimisation
4 3 (42.86%) SQL Server 2014
4 3 (42.86%) SQL Server 2016
4 3 (42.86%) Degree
4 3 (42.86%) Computer Science
4 3 (42.86%) Reverse Engineering
4 3 (42.86%) Data Warehouse
4 3 (42.86%) Computer Science Degree
4 3 (42.86%) Microsoft Analysis Services
5 1 (14.29%) Runbook
5 1 (14.29%) Banking
5 1 (14.29%) ISO/IEC 27001
5 1 (14.29%) Business Analysis
5 1 (14.29%) Advertising
5 1 (14.29%) Microsoft App-V
5 1 (14.29%) MS Exchange

Migration
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:

Application Platforms
1 1 (14.29%) Apache
1 1 (14.29%) Confluence
1 1 (14.29%) IIS
1 1 (14.29%) MS Exchange
Cloud Services
1 1 (14.29%) Office 365
Communications & Networking
1 1 (14.29%) SAN
Database & Business Intelligence
1 5 (71.43%) SQL Server
1 5 (71.43%) SQL Server Reporting Services
2 4 (57.14%) SQL Server Analysis Services
2 4 (57.14%) SQL Server Integration Services
3 3 (42.86%) Data Warehouse
3 3 (42.86%) Microsoft Analysis Services
3 3 (42.86%) SQL Server 2014
3 3 (42.86%) SQL Server 2016
4 1 (14.29%) Big Data
4 1 (14.29%) Hadoop
4 1 (14.29%) Power BI
4 1 (14.29%) QlikView
4 1 (14.29%) Snowflake Schema
4 1 (14.29%) SQL Server 2008
4 1 (14.29%) SQL Server 2012
Development Applications
1 1 (14.29%) JIRA
General
1 4 (57.14%) Finance
2 1 (14.29%) Advertising
2 1 (14.29%) Banking
Job Titles
1 3 (42.86%) Developer
1 3 (42.86%) SQL Developer
1 3 (42.86%) SQL Server Developer
2 1 (14.29%) Administrator
2 1 (14.29%) Analyst
2 1 (14.29%) Architect
2 1 (14.29%) Business Analyst
2 1 (14.29%) Business Intelligence Architect
2 1 (14.29%) Database Architect
2 1 (14.29%) DBA
2 1 (14.29%) Infrastructure Engineer
2 1 (14.29%) SQL DBA
2 1 (14.29%) SQL Server DBA
Miscellaneous
1 3 (42.86%) Computer Science
2 1 (14.29%) Wiki
Operating Systems
1 1 (14.29%) Windows
1 1 (14.29%) Windows Server
Processes & Methodologies
1 4 (57.14%) Business Intelligence
1 4 (57.14%) ETL
1 4 (57.14%) Kimball Methodology
2 3 (42.86%) Data Migration
2 3 (42.86%) Dimensional Modelling
2 3 (42.86%) Performance Optimisation
2 3 (42.86%) Reverse Engineering
2 3 (42.86%) System Testing
3 1 (14.29%) Analytics
3 1 (14.29%) Business Analysis
3 1 (14.29%) Coaching
3 1 (14.29%) Converged Infrastructure
3 1 (14.29%) Data Integration
3 1 (14.29%) Database Security
3 1 (14.29%) Infrastructure Management
3 1 (14.29%) Mentoring
3 1 (14.29%) Performance Tuning
3 1 (14.29%) Process Improvement
3 1 (14.29%) Project Management
3 1 (14.29%) User Acceptance Testing
Programming Languages
1 6 (85.71%) SQL
2 5 (71.43%) T-SQL
3 1 (14.29%) PowerShell
Qualifications
1 3 (42.86%) Computer Science Degree
1 3 (42.86%) Degree
Quality Assurance & Compliance
1 1 (14.29%) ISO/IEC 27001
System Software
1 1 (14.29%) Active Directory
1 1 (14.29%) Microsoft App-V
1 1 (14.29%) XenApp
Systems Management
1 1 (14.29%) Nagios
1 1 (14.29%) SCOM
1 1 (14.29%) SCOrch
Vendors
1 5 (71.43%) Microsoft
2 1 (14.29%) HP
2 1 (14.29%) Tableau