Period
to 16 August 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 16 August 2018 with a comparison to the same period in the previous 2 years.

Migration
Cambridgeshire > Cambridge
6 months to
16 Aug 2018
Same period 2017 Same period 2016
Rank 134 146 106
Rank change year-on-year +12 -40 +27
Permanent jobs citing Migration 26 23 49
As % of all permanent IT jobs advertised in Cambridge 1.00% 0.85% 2.00%
As % of the Processes & Methodologies category 1.06% 0.92% 2.21%
Number of salaries quoted 16 13 36
Cambridge median annual salary £42,786 £41,500 £50,000
Median salary % change year-on-year +3.10% -17.00% +29.03%
10th Percentile £33,250 £26,500 £36,875
90th Percentile £48,750 £53,500 £126,250
Cambridgeshire median annual salary £43,870 £47,500 £42,500
% change year-on-year -7.64% +11.76% +9.68%

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 2,450 2,491 2,215
As % of all permanent IT jobs advertised in Cambridge 94.67% 91.75% 90.63%
Number of salaries quoted 1,657 1,896 1,797
Cambridge median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +2.27%
10th Percentile £27,500 £28,500 £26,750
90th Percentile £70,000 £71,250 £67,500
Cambridgeshire median annual salary £45,139 £45,000 £45,000
% change year-on-year +0.31% - +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 16 August 2018.

Salary histogram for Migration in Cambridge

For the 6 months to 16 August 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 12 (46.15%) Data Analysis
1 12 (46.15%) Agile Software Development
1 12 (46.15%) Amazon AWS
2 11 (42.31%) Docker
2 11 (42.31%) Python
3 10 (38.46%) Degree
3 10 (38.46%) Ansible
3 10 (38.46%) Vagrant
4 7 (26.92%) DevOps
4 7 (26.92%) Release Management
4 7 (26.92%) SQL Server
5 6 (23.08%) SQL
5 6 (23.08%) T-SQL
5 6 (23.08%) E-Commerce
5 6 (23.08%) Web Services
5 6 (23.08%) Stakeholder Management
5 6 (23.08%) VMware
5 6 (23.08%) Bioinformatics
5 6 (23.08%) Workflow Management
5 6 (23.08%) Business Analysis
5 6 (23.08%) Workflow
5 6 (23.08%) Data Migration
5 6 (23.08%) VMware Infrastructure
5 6 (23.08%) JSON
5 6 (23.08%) JIRA
5 6 (23.08%) Mathematics
5 6 (23.08%) Physics
5 6 (23.08%) Computer Science
5 6 (23.08%) Analytical Skills
5 6 (23.08%) Kubernetes

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 6 (23.08%) OpenStack
2 1 (3.85%) Kentico
Business Applications
1 6 (23.08%) Payment Gateway
Cloud Services
1 12 (46.15%) Amazon AWS
2 4 (15.38%) AWS CloudFormation
2 4 (15.38%) SaaS
3 2 (7.69%) Office 365
4 1 (3.85%) Microsoft Azure
Communications & Networking
1 1 (3.85%) LAN
1 1 (3.85%) WAN
1 1 (3.85%) Wireless
Database & Business Intelligence
1 7 (26.92%) SQL Server
Development Applications
1 10 (38.46%) Vagrant
2 6 (23.08%) JIRA
General
1 1 (3.85%) Advertising
1 1 (3.85%) Finance
1 1 (3.85%) Front Office
1 1 (3.85%) Marketing
1 1 (3.85%) Telecoms
Job Titles
1 12 (46.15%) Analyst
2 7 (26.92%) Developer
3 6 (23.08%) Business Analyst
3 6 (23.08%) Software Developer
4 4 (15.38%) Systems Administrator
5 3 (11.54%) Administrator
5 3 (11.54%) Cloud Developer
5 3 (11.54%) Lead Developer
5 3 (11.54%) Lead Software Developer
5 3 (11.54%) Linux Administrator
5 3 (11.54%) Linux Systems Administrator
5 3 (11.54%) Scientific Software Developer
5 3 (11.54%) Senior Developer
5 3 (11.54%) Senior Software Developer
6 1 (3.85%) Cloud Engineer
6 1 (3.85%) Cloud Infrastructure Engineer
6 1 (3.85%) DevOps Engineer
6 1 (3.85%) Senior DevOps
6 1 (3.85%) Senior DevOps Engineer
6 1 (3.85%) Telecoms Manager
Libraries, Frameworks & Software Standards
1 6 (23.08%) JSON
1 6 (23.08%) RESTful
1 6 (23.08%) Web Services
2 1 (3.85%) .NET
2 1 (3.85%) ASP.NET
2 1 (3.85%) ASP.NET MVC 5
2 1 (3.85%) CSS
Miscellaneous
1 6 (23.08%) Analytical Skills
1 6 (23.08%) Cloud Native
1 6 (23.08%) Computer Science
1 6 (23.08%) Fintech
2 4 (15.38%) Life Science
3 1 (3.85%) Data Centre
Operating Systems
1 5 (19.23%) Linux
2 3 (11.54%) CentOS
3 1 (3.85%) Amazon Linux
3 1 (3.85%) Unix
3 1 (3.85%) Windows
Processes & Methodologies
1 12 (46.15%) Agile Software Development
1 12 (46.15%) Data Analysis
2 7 (26.92%) DevOps
2 7 (26.92%) Release Management
3 6 (23.08%) Acceptance Criteria
3 6 (23.08%) BDD
3 6 (23.08%) Bioinformatics
3 6 (23.08%) Business Analysis
3 6 (23.08%) Data Migration
3 6 (23.08%) Decision-Making
3 6 (23.08%) E-Commerce
3 6 (23.08%) Mathematics
3 6 (23.08%) Physics
3 6 (23.08%) Problem-Solving
3 6 (23.08%) Stakeholder Management
3 6 (23.08%) Workflow
3 6 (23.08%) Workflow Management
4 4 (15.38%) High Availability
5 1 (3.85%) Due Diligence
5 1 (3.85%) Infrastructure Engineering
Programming Languages
1 11 (42.31%) Python
2 6 (23.08%) Go
2 6 (23.08%) SQL
2 6 (23.08%) T-SQL
3 4 (15.38%) Java
3 4 (15.38%) Perl
4 1 (3.85%) C#
4 1 (3.85%) JavaScript
Qualifications
1 10 (38.46%) Degree
2 1 (3.85%) PRINCE2 Certification
System Software
1 11 (42.31%) Docker
2 6 (23.08%) VMware Infrastructure
3 1 (3.85%) Active Directory
Systems Management
1 10 (38.46%) Ansible
2 6 (23.08%) Consul
2 6 (23.08%) Kubernetes
2 6 (23.08%) Packer
2 6 (23.08%) Terraform
3 4 (15.38%) Opscode Chef
3 4 (15.38%) Puppet
Vendors
1 6 (23.08%) VMware
1 6 (23.08%) WorldPay
2 2 (7.69%) Microsoft
3 1 (3.85%) Google