Period
to 24 November 2017

The following table provides summary statistics for contract job vacancies advertised in Cambridge with a requirement for Migration skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Migration over the 6 months to 24 November 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Migration
Cambridgeshire > Cambridge
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 24 30 65
Rank change year-on-year +6 +35 -12
Contract jobs citing Migration 43 27 21
As % of all contract IT jobs advertised in Cambridge 6.07% 4.22% 2.18%
As % of the Processes & Methodologies category 7.21% 5.08% 2.62%
Number of daily rates quoted 35 11 32
Cambridge median daily rate £425 £550 £650
Median daily rate % change year-on-year -22.73% -15.38% +147.62%
10th Percentile £313 £340 £336
90th Percentile £560 £675 £700
Cambridgeshire median daily rate £425 £400 £650
% change year-on-year +6.25% -38.46% +100.00%
Number of hourly rates quoted 1 1 0
Cambridge median hourly rate £17.50 £14.50 -
Median hourly rate % change year-on-year +20.69% - -
Cambridgeshire median hourly rate £17.50 £14.50 -
% change year-on-year +20.69% - -

Migration is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Cambridge with a requirement for process or methodology skills.

All Process and Methodology Skills
Cambridge
Contract vacancies with a requirement for process or methodology skills 596 532 801
As % of all contract IT jobs advertised in Cambridge 84.18% 83.13% 83.18%
Number of daily rates quoted 336 268 539
Cambridge median daily rate £388 £400 £388
Median daily rate % change year-on-year -3.13% +3.23% +6.90%
10th Percentile £217 £234 £262
90th Percentile £574 £550 £525
Cambridgeshire median daily rate £375 £375 £385
% change year-on-year - -2.60% +6.21%
Number of hourly rates quoted 76 60 32
Cambridge median hourly rate £41.00 £38.38 £38.88
Median hourly rate % change year-on-year +6.84% -1.29% +41.36%
10th Percentile £16.82 £14.63 £14.18
90th Percentile £53.13 £49.00 £60.00
Cambridgeshire median hourly rate £40.00 £37.50 £17.75
% change year-on-year +6.67% +111.27% -35.45%

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
Contractor Daily Rate Trend in Cambridge

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Migration in Cambridge.

Contractor daily rate trend for Migration in Cambridge

Migration
Contractor Daily Rate Histogram in Cambridge

The daily rate distribution of IT jobs citing Migration in Cambridge over the 6 months to 24 November 2017.

Contractor daily rate histogram for Migration in Cambridge

Migration
Contractor Hourly Rate Trend in Cambridge

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Migration in Cambridge.

Contractor hourly rate trend for Migration in Cambridge

For the 6 months to 24 November 2017, IT contractor jobs citing Migration also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Cambridge region with a requirement for Migration.

1 13 (30.23%) Data Migration
2 12 (27.91%) Microsoft
2 12 (27.91%) Microsoft Azure
3 11 (25.58%) Finance
4 9 (20.93%) Oracle
5 8 (18.60%) SQL
5 8 (18.60%) Manufacturing
5 8 (18.60%) Amazon AWS
6 7 (16.28%) PaaS
7 6 (13.95%) SQL Server
7 6 (13.95%) ERP
7 6 (13.95%) SQL Server Integration Services
7 6 (13.95%) Agile Software Development
7 6 (13.95%) IaaS
7 6 (13.95%) Public Cloud
8 5 (11.63%) Greenfield Project
8 5 (11.63%) PRINCE2
8 5 (11.63%) Windows
9 4 (9.30%) Stakeholder Management
9 4 (9.30%) Service Delivery
9 4 (9.30%) SAP
9 4 (9.30%) .NET
9 4 (9.30%) ETL
9 4 (9.30%) Microsoft Certification
9 4 (9.30%) TDD
9 4 (9.30%) SDLC
9 4 (9.30%) Hybrid Cloud
9 4 (9.30%) Apache Spark
9 4 (9.30%) AWS Certification
9 4 (9.30%) Big Data

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 4 (9.30%) Apache Spark
2 3 (6.98%) Apache Pig
3 1 (2.33%) CMS
3 1 (2.33%) Drupal
3 1 (2.33%) Exchange Server 2010
3 1 (2.33%) MS Exchange
Applications
1 3 (6.98%) Microsoft Office
2 2 (4.65%) Microsoft Excel
Business Applications
1 3 (6.98%) Oracle ERP
2 2 (4.65%) Oracle EBS R12
3 1 (2.33%) Dynamics NAV
3 1 (2.33%) iTrent
3 1 (2.33%) NetSuite
3 1 (2.33%) Oracle Financials
3 1 (2.33%) Raiser's Edge
3 1 (2.33%) SAP CO
3 1 (2.33%) SAP FI
3 1 (2.33%) SAP FI/CO
3 1 (2.33%) Unit4 Business World
Cloud Services
1 12 (27.91%) Microsoft Azure
2 8 (18.60%) Amazon AWS
3 7 (16.28%) PaaS
4 6 (13.95%) IaaS
5 1 (2.33%) Amazon CloudSearch
5 1 (2.33%) Amazon S3
5 1 (2.33%) Azure Data Factory
5 1 (2.33%) Azure Machine Learning
5 1 (2.33%) Data Lake Analytics
5 1 (2.33%) Office 365
Communications & Networking
1 1 (2.33%) Cisco ISE
1 1 (2.33%) LAN
1 1 (2.33%) OSPF
1 1 (2.33%) SAN
Database & Business Intelligence
1 6 (13.95%) SQL Server
1 6 (13.95%) SQL Server Integration Services
2 4 (9.30%) Big Data
2 4 (9.30%) Hadoop
3 3 (6.98%) Apache Cassandra
3 3 (6.98%) Apache Hive
3 3 (6.98%) HBase
3 3 (6.98%) Impala
3 3 (6.98%) Mahout
3 3 (6.98%) MongoDB
3 3 (6.98%) Oracle ODI
4 2 (4.65%) Relational Database
5 1 (2.33%) Azure SQL Data Warehouse
5 1 (2.33%) Azure SQL Database
5 1 (2.33%) BusinessObjects
5 1 (2.33%) Data Lake
5 1 (2.33%) HDInsight
5 1 (2.33%) NoSQL
5 1 (2.33%) Power BI
5 1 (2.33%) SAP Data Services
Development Applications
1 3 (6.98%) JIRA
2 1 (2.33%) Git (software)
2 1 (2.33%) InstallShield
2 1 (2.33%) PhpStorm
2 1 (2.33%) Team Foundation Server
2 1 (2.33%) Visual Studio
General
1 11 (25.58%) Finance
2 8 (18.60%) Manufacturing
3 1 (2.33%) Legal
3 1 (2.33%) Pharmaceutical
Job Titles
1 8 (18.60%) Analyst
2 7 (16.28%) Project Manager
3 5 (11.63%) Business Analyst
4 4 (9.30%) Cloud Engineer
4 4 (9.30%) Cloud Specialist
4 4 (9.30%) Consultant
4 4 (9.30%) Developer
5 3 (6.98%) Big Data Engineer
5 3 (6.98%) Data Analyst
5 3 (6.98%) Data Engineer
5 3 (6.98%) ERP Analyst
5 3 (6.98%) Oracle Analyst
5 3 (6.98%) Senior Analyst
5 3 (6.98%) Senior Business Analyst
5 3 (6.98%) Test Leader
6 2 (4.65%) .NET Developer
6 2 (4.65%) Infrastructure Manager
6 2 (4.65%) Integration Manager
6 2 (4.65%) SQL Developer
6 2 (4.65%) Technical Specialist
Libraries, Frameworks & Software Standards
1 4 (9.30%) .NET
2 3 (6.98%) JSON
2 3 (6.98%) Spark Streaming
3 1 (2.33%) .NET Core
3 1 (2.33%) .NET Framework
3 1 (2.33%) AngularJS
3 1 (2.33%) ASP.NET Web API
3 1 (2.33%) ASP.NET Web Forms
3 1 (2.33%) Entity Framework
3 1 (2.33%) Fluent NHibernate
3 1 (2.33%) OAuth
3 1 (2.33%) OAuth2
3 1 (2.33%) OpenID
3 1 (2.33%) REST
3 1 (2.33%) RESTful
3 1 (2.33%) SAML
3 1 (2.33%) SAP CO-PA
3 1 (2.33%) SOAP
3 1 (2.33%) Visualforce
3 1 (2.33%) WCF
Miscellaneous
1 6 (13.95%) Public Cloud
2 5 (11.63%) Greenfield Project
3 4 (9.30%) Hybrid Cloud
4 3 (6.98%) Life Science
5 1 (2.33%) Analytical Skills
Operating Systems
1 5 (11.63%) Windows
2 2 (4.65%) Windows 10
2 2 (4.65%) Windows 7
2 2 (4.65%) Windows Server
3 1 (2.33%) Linux
Processes & Methodologies
1 13 (30.23%) Data Migration
2 6 (13.95%) Agile Software Development
2 6 (13.95%) ERP
3 5 (11.63%) PRINCE2
4 4 (9.30%) ETL
4 4 (9.30%) SDLC
4 4 (9.30%) Service Delivery
4 4 (9.30%) Stakeholder Management
4 4 (9.30%) TDD
5 3 (6.98%) BPMN
5 3 (6.98%) Business Analysis
5 3 (6.98%) Business Process Mapping
5 3 (6.98%) Business Process Modelling
5 3 (6.98%) Data Analysis
5 3 (6.98%) DevOps
5 3 (6.98%) Feasibility Study
5 3 (6.98%) MapReduce
5 3 (6.98%) Project Management
6 2 (4.65%) Business Intelligence
6 2 (4.65%) Change Management
Programming Languages
1 8 (18.60%) SQL
2 2 (4.65%) C#
3 1 (2.33%) Apex Code
3 1 (2.33%) PHP
3 1 (2.33%) PL/SQL
3 1 (2.33%) PowerShell
3 1 (2.33%) Python
3 1 (2.33%) TypeScript
3 1 (2.33%) U-SQL
Qualifications
1 4 (9.30%) AWS Certification
1 4 (9.30%) Microsoft Certification
2 3 (6.98%) CBAP
2 3 (6.98%) IIBA
2 3 (6.98%) ISEB
2 3 (6.98%) MCSE
2 3 (6.98%) PRINCE2 Certification
3 2 (4.65%) PMI Certification
3 2 (4.65%) PMP
Quality Assurance & Compliance
1 1 (2.33%) Data Quality
System Software
1 3 (6.98%) HDFS
2 1 (2.33%) Active Directory
Systems Management
1 1 (2.33%) SCCM
1 1 (2.33%) Systems Management Server (SMS)
Vendors
1 12 (27.91%) Microsoft
2 9 (20.93%) Oracle
3 4 (9.30%) SAP
4 3 (6.98%) Cloudera
4 3 (6.98%) Hortonworks
4 3 (6.98%) MapR
4 3 (6.98%) Teradata
5 2 (4.65%) Cisco
6 1 (2.33%) Google
6 1 (2.33%) Salesforce.com
6 1 (2.33%) Twitter
6 1 (2.33%) VMware