Period
to 15 November 2018

The following table provides summary statistics for permanent job vacancies advertised in Cambridge 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 15 November 2018 with a comparison to the same period in the previous 2 years.

Migration
Cambridgeshire > Cambridge
6 months to
15 Nov 2018
Same period 2017 Same period 2016
Rank 112 176 92
Rank change year-on-year +64 -84 +45
Permanent jobs citing Migration 28 8 56
As % of all permanent IT jobs advertised in Cambridge 1.34% 0.26% 2.43%
As % of the Processes & Methodologies category 1.44% 0.28% 2.68%
Number of salaries quoted 24 8 48
Cambridge median annual salary £43,870 £40,000 £50,000
Median salary % change year-on-year +9.67% -20.00% +42.86%
10th Percentile £33,250 £26,250 £33,750
90th Percentile £58,750 £54,000 £92,500
Cambridgeshire median annual salary £50,000 £47,500 £50,000
% change year-on-year +5.26% -5.00% +33.33%

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 Cambridge with a requirement for process or methodology skills.

All Process and Methodology Skills
Cambridge
Permanent vacancies with a requirement for process or methodology skills 1,950 2,864 2,091
As % of all permanent IT jobs advertised in Cambridge 93.57% 94.02% 90.64%
Number of salaries quoted 1,520 2,181 1,719
Cambridge median annual salary £50,000 £50,000 £45,000
Median salary % change year-on-year - +11.11% -
10th Percentile £30,000 £29,000 £26,250
90th Percentile £72,500 £72,500 £67,500
Cambridgeshire median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% +1.12%

Migration
Job Vacancy Trend in Cambridge

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

Job vacancy trend for Migration in Cambridge

Migration
Salary Trend in Cambridge

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

Salary trend for Migration in Cambridge

Migration
Salary Histogram in Cambridge

The salary distribution of IT jobs citing Migration in Cambridge over the 6 months to 15 November 2018.

Salary histogram for Migration in Cambridge

For the 6 months to 15 November 2018, IT jobs citing Migration also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Cambridge region with a requirement for Migration.

1 17 (60.71%) Python
2 16 (57.14%) Agile Software Development
3 15 (53.57%) Data Migration
4 10 (35.71%) Amazon AWS
5 9 (32.14%) Ansible
5 9 (32.14%) Docker
5 9 (32.14%) DevOps
5 9 (32.14%) Kubernetes
5 9 (32.14%) Terraform
6 8 (28.57%) Packer
6 8 (28.57%) Cloud Native
6 8 (28.57%) Consul
6 8 (28.57%) Vagrant
6 8 (28.57%) Go
6 8 (28.57%) Open Source
6 8 (28.57%) OpenStack
6 8 (28.57%) Degree
6 8 (28.57%) VMware Infrastructure
6 8 (28.57%) Mathematics
6 8 (28.57%) Physics
6 8 (28.57%) Computer Science
6 8 (28.57%) Data Analysis
6 8 (28.57%) Bioinformatics
6 8 (28.57%) Workflow Management
6 8 (28.57%) Workflow
6 8 (28.57%) Finance
6 8 (28.57%) VMware
6 8 (28.57%) SQL Server
6 8 (28.57%) Web Services
6 8 (28.57%) SQL

Migration
Co-occurring IT Skills in Cambridge 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 8 (28.57%) OpenStack
2 1 (3.57%) SharePoint
2 1 (3.57%) SharePoint 2013
Business Applications
1 7 (25.00%) Odoo
Cloud Services
1 10 (35.71%) Amazon AWS
2 2 (7.14%) Office 365
3 1 (3.57%) Microsoft Azure
3 1 (3.57%) SaaS
Communications & Networking
1 1 (3.57%) Firewall
1 1 (3.57%) LAN
1 1 (3.57%) VLAN
1 1 (3.57%) VoIP
1 1 (3.57%) WAN
1 1 (3.57%) Wireless
Database & Business Intelligence
1 8 (28.57%) SQL Server
2 7 (25.00%) PostgreSQL
3 2 (7.14%) Relational Database
3 2 (7.14%) SQLite
Development Applications
1 8 (28.57%) Vagrant
2 7 (25.00%) Git (software)
3 1 (3.57%) Jenkins
General
1 8 (28.57%) Finance
2 1 (3.57%) Front Office
2 1 (3.57%) Retail
2 1 (3.57%) Telecoms
Job Titles
1 16 (57.14%) Developer
2 8 (28.57%) Software Developer
3 7 (25.00%) Backend Developer
3 7 (25.00%) Python Developer
4 6 (21.43%) Analyst
5 5 (17.86%) Lead Developer
5 5 (17.86%) Lead Software Developer
6 3 (10.71%) Cloud Developer
6 3 (10.71%) Scientific Software Developer
6 3 (10.71%) Senior Developer
6 3 (10.71%) Senior Software Developer
7 2 (7.14%) DBA
7 2 (7.14%) SQL DBA
8 1 (3.57%) 3rd Line Support Engineer
8 1 (3.57%) AWS DevOps
8 1 (3.57%) AWS DevOps Engineer
8 1 (3.57%) AWS Engineer
8 1 (3.57%) DevOps Engineer
8 1 (3.57%) Office 365 Architect
8 1 (3.57%) PostgreSQL Developer
Libraries, Frameworks & Software Standards
1 8 (28.57%) Web Services
2 7 (25.00%) Django
2 7 (25.00%) Flask
2 7 (25.00%) Twisted
Miscellaneous
1 8 (28.57%) Cloud Native
1 8 (28.57%) Computer Science
2 7 (25.00%) User Experience
3 6 (21.43%) Analytical Skills
4 1 (3.57%) Data Centre
Operating Systems
1 8 (28.57%) Linux
2 7 (25.00%) Android
2 7 (25.00%) Ubuntu
3 2 (7.14%) Windows
4 1 (3.57%) Unix
4 1 (3.57%) Windows Server 2008
4 1 (3.57%) Windows Server 2012
Processes & Methodologies
1 16 (57.14%) Agile Software Development
2 15 (53.57%) Data Migration
3 9 (32.14%) DevOps
4 8 (28.57%) Bioinformatics
4 8 (28.57%) Data Analysis
4 8 (28.57%) Mathematics
4 8 (28.57%) Open Source
4 8 (28.57%) Physics
4 8 (28.57%) Workflow
4 8 (28.57%) Workflow Management
5 7 (25.00%) CRM
5 7 (25.00%) ERP
5 7 (25.00%) Logistics
5 7 (25.00%) Performance Optimisation
5 7 (25.00%) Release Management
5 7 (25.00%) Scrum
5 7 (25.00%) Software Engineering
5 7 (25.00%) Test Automation
6 2 (7.14%) Collaborative Working
6 2 (7.14%) Data Management
Programming Languages
1 17 (60.71%) Python
2 8 (28.57%) Go
2 8 (28.57%) SQL
3 6 (21.43%) T-SQL
4 1 (3.57%) Bash Shell
Qualifications
1 8 (28.57%) Degree
2 1 (3.57%) MCSA
2 1 (3.57%) Microsoft Certification
2 1 (3.57%) PRINCE2 Certification
System Software
1 9 (32.14%) Docker
2 8 (28.57%) VMware Infrastructure
3 2 (7.14%) Active Directory
4 1 (3.57%) XenApp
Systems Management
1 9 (32.14%) Ansible
1 9 (32.14%) Kubernetes
1 9 (32.14%) Terraform
2 8 (28.57%) Consul
2 8 (28.57%) Packer
3 1 (3.57%) Opscode Chef
3 1 (3.57%) Puppet
Vendors
1 8 (28.57%) VMware
2 3 (10.71%) Microsoft
3 1 (3.57%) Citrix