Period
to 23 November 2017

The following table provides summary statistics for contract job vacancies advertised in Cambridgeshire 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 23 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
East of England > Cambridgeshire
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 33 32 68
Rank change year-on-year -1 +36 -27
Contract jobs citing Migration 72 53 38
As % of all contract IT jobs advertised in Cambridgeshire 5.06% 4.70% 2.43%
As % of the Processes & Methodologies category 6.05% 5.73% 3.06%
Number of daily rates quoted 48 23 46
Cambridgeshire median daily rate £425 £400 £650
Median daily rate % change year-on-year +6.25% -38.46% +100.00%
10th Percentile £313 £297 £328
90th Percentile £566 £550 £700
East of England median daily rate £425 £400 £400
% change year-on-year +6.25% - +6.67%
Number of hourly rates quoted 2 1 0
Cambridgeshire median hourly rate £17.50 £14.50 -
Median hourly rate % change year-on-year +20.69% - -
East of England median hourly rate £17.50 £13.86 £28.00
% change year-on-year +26.26% -50.50% +80.65%

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 Cambridgeshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Cambridgeshire
Contract vacancies with a requirement for process or methodology skills 1190 925 1241
As % of all contract IT jobs advertised in Cambridgeshire 83.57% 82.00% 79.25%
Number of daily rates quoted 603 437 740
Cambridgeshire median daily rate £375 £388 £385
Median daily rate % change year-on-year -3.23% +0.65% +6.21%
10th Percentile £220 £213 £258
90th Percentile £538 £550 £538
East of England median daily rate £425 £400 £400
% change year-on-year +6.25% - +6.67%
Number of hourly rates quoted 115 95 82
Cambridgeshire median hourly rate £40.00 £37.50 £17.75
Median hourly rate % change year-on-year +6.67% +111.27% -35.45%
10th Percentile £11.80 £13.60 £11.50
90th Percentile £49.75 £47.50 £51.13
East of England median hourly rate £31.50 £31.95 £23.63
% change year-on-year -1.41% +35.24% -1.56%

Migration
Job Vacancy Trend in Cambridgeshire

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

Job vacancy trend for Migration in Cambridgeshire

Migration
Contractor Daily Rate Trend in Cambridgeshire

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

Contractor daily rate trend for Migration in Cambridgeshire

Migration
Contractor Daily Rate Histogram in Cambridgeshire

The daily rate distribution of IT jobs citing Migration in Cambridgeshire over the 6 months to 23 November 2017.

Contractor daily rate histogram for Migration in Cambridgeshire

Migration
Contractor Hourly Rate Trend in Cambridgeshire

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

Contractor hourly rate trend for Migration in Cambridgeshire

Migration
Contract Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Migration within the Cambridgeshire region over the 6 months to 23 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cambridge +10 43 £425 -22.73% 2
Peterborough -18 8 £425 +32.81%
Huntingdon -1 3 £525 +50.00% 1
Migration
East of England

For the 6 months to 23 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 Cambridgeshire region with a requirement for Migration.

1 23 (31.94%) Data Migration
2 18 (25.00%) Microsoft
3 17 (23.61%) Oracle
3 17 (23.61%) Finance
3 17 (23.61%) Microsoft Azure
4 14 (19.44%) SQL
5 13 (18.06%) Windows
6 11 (15.28%) ERP
6 11 (15.28%) Amazon AWS
7 10 (13.89%) Manufacturing
7 10 (13.89%) Stakeholder Management
8 9 (12.50%) PaaS
8 9 (12.50%) SQL Server Integration Services
9 8 (11.11%) IaaS
9 8 (11.11%) SQL Server
9 8 (11.11%) Microsoft Certification
9 8 (11.11%) Public Cloud
10 7 (9.72%) Business Intelligence
10 7 (9.72%) SAP
10 7 (9.72%) Agile Software Development
11 6 (8.33%) PRINCE2
11 6 (8.33%) MCSE
11 6 (8.33%) ETL
11 6 (8.33%) Project Management
11 6 (8.33%) AWS Certification
11 6 (8.33%) Hybrid Cloud
11 6 (8.33%) Windows Server
12 5 (6.94%) Greenfield Project
12 5 (6.94%) Apache Spark
12 5 (6.94%) TDD

Migration
Co-occurring IT Skills in Cambridgeshire 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 5 (6.94%) Apache Spark
2 3 (4.17%) Apache Pig
2 3 (4.17%) MS Exchange
3 2 (2.78%) Drupal
3 2 (2.78%) Exchange Server 2010
4 1 (1.39%) Apache
4 1 (1.39%) CMS
4 1 (1.39%) MS Project Server
4 1 (1.39%) SharePoint
4 1 (1.39%) WebLogic
Applications
1 4 (5.56%) Microsoft Office
2 2 (2.78%) Microsoft Excel
3 1 (1.39%) Microsoft Project
Business Applications
1 5 (6.94%) Oracle EBS R12
2 4 (5.56%) Oracle ERP
3 2 (2.78%) Oracle Payroll
3 2 (2.78%) Oracle SCM
3 2 (2.78%) Raiser's Edge
4 1 (1.39%) Cognos Business Intelligence
4 1 (1.39%) Dynamics NAV
4 1 (1.39%) iTrent
4 1 (1.39%) NetSuite
4 1 (1.39%) Oracle Financials
4 1 (1.39%) SAP CO
4 1 (1.39%) SAP ERP
4 1 (1.39%) SAP FI
4 1 (1.39%) SAP FI/CO
4 1 (1.39%) SAP S/4HANA
4 1 (1.39%) Unit4 Business World
Cloud Services
1 17 (23.61%) Microsoft Azure
2 11 (15.28%) Amazon AWS
3 9 (12.50%) PaaS
4 8 (11.11%) IaaS
5 4 (5.56%) Office 365
6 2 (2.78%) Azure Data Factory
6 2 (2.78%) Azure Machine Learning
6 2 (2.78%) Data Lake Analytics
7 1 (1.39%) Amazon CloudSearch
7 1 (1.39%) Amazon S3
Communications & Networking
1 2 (2.78%) Wireless
2 1 (1.39%) Cisco ISE
2 1 (1.39%) LAN
2 1 (1.39%) OSPF
2 1 (1.39%) SAN
2 1 (1.39%) Skype
2 1 (1.39%) Wi-Fi
Database & Business Intelligence
1 9 (12.50%) SQL Server Integration Services
2 8 (11.11%) SQL Server
3 5 (6.94%) Big Data
3 5 (6.94%) Hadoop
4 4 (5.56%) Data Warehouse
4 4 (5.56%) Relational Database
5 3 (4.17%) Apache Cassandra
5 3 (4.17%) Apache Hive
5 3 (4.17%) HBase
5 3 (4.17%) Impala
5 3 (4.17%) Mahout
5 3 (4.17%) MongoDB
5 3 (4.17%) Oracle ODI
5 3 (4.17%) SQL Server Reporting Services
6 2 (2.78%) BusinessObjects
6 2 (2.78%) Microsoft Analysis Services
6 2 (2.78%) MySQL
6 2 (2.78%) NoSQL
6 2 (2.78%) SAP Data Services
6 2 (2.78%) SQL Server Analysis Services
Development Applications
1 3 (4.17%) JIRA
2 2 (2.78%) Team Foundation Server
2 2 (2.78%) Visual Studio
3 1 (1.39%) Git (software)
3 1 (1.39%) InstallShield
3 1 (1.39%) PhpStorm
General
1 17 (23.61%) Finance
2 10 (13.89%) Manufacturing
3 1 (1.39%) Banking
3 1 (1.39%) Legal
3 1 (1.39%) Pharmaceutical
Job Titles
1 15 (20.83%) Analyst
2 12 (16.67%) Project Manager
3 11 (15.28%) Business Analyst
4 8 (11.11%) Developer
5 7 (9.72%) Consultant
6 5 (6.94%) Architect
6 5 (6.94%) Cloud Engineer
6 5 (6.94%) Oracle Analyst
7 4 (5.56%) Cloud Specialist
7 4 (5.56%) Infrastructure Manager
7 4 (5.56%) Infrastructure Project Manager
7 4 (5.56%) Oracle Business Analyst
7 4 (5.56%) SQL Developer
8 3 (4.17%) Data Analyst
8 3 (4.17%) ERP Manager
8 3 (4.17%) ERP Project Manager
8 3 (4.17%) Senior Analyst
8 3 (4.17%) Senior Business Analyst
8 3 (4.17%) Support Engineer
8 3 (4.17%) Test Leader
Libraries, Frameworks & Software Standards
1 4 (5.56%) .NET
2 3 (4.17%) JSON
2 3 (4.17%) Spark Streaming
3 1 (1.39%) .NET Core
3 1 (1.39%) .NET Framework
3 1 (1.39%) AngularJS
3 1 (1.39%) ASP.NET Web API
3 1 (1.39%) ASP.NET Web Forms
3 1 (1.39%) Entity Framework
3 1 (1.39%) Fluent NHibernate
3 1 (1.39%) OAuth
3 1 (1.39%) OAuth2
3 1 (1.39%) OpenID
3 1 (1.39%) Oracle Fusion
3 1 (1.39%) REST
3 1 (1.39%) RESTful
3 1 (1.39%) SAP CO-PA
3 1 (1.39%) SOAP
3 1 (1.39%) Visualforce
3 1 (1.39%) WCF
Miscellaneous
1 8 (11.11%) Public Cloud
2 6 (8.33%) Hybrid Cloud
3 5 (6.94%) Greenfield Project
4 4 (5.56%) Analytical Skills
5 3 (4.17%) Life Science
6 2 (2.78%) Data Structures
7 1 (1.39%) Smartphone
7 1 (1.39%) Virtual Team
Operating Systems
1 13 (18.06%) Windows
2 6 (8.33%) Windows Server
3 3 (4.17%) Windows 10
3 3 (4.17%) Windows 7
4 2 (2.78%) Linux
4 2 (2.78%) Windows Server 2008
4 2 (2.78%) Windows Server 2012
5 1 (1.39%) Android
5 1 (1.39%) Apple iOS
5 1 (1.39%) Unix
5 1 (1.39%) Windows 8
Processes & Methodologies
1 23 (31.94%) Data Migration
2 11 (15.28%) ERP
3 10 (13.89%) Stakeholder Management
4 7 (9.72%) Agile Software Development
4 7 (9.72%) Business Intelligence
5 6 (8.33%) ETL
5 6 (8.33%) PRINCE2
5 6 (8.33%) Project Management
6 5 (6.94%) Business Analysis
6 5 (6.94%) Business Process Mapping
6 5 (6.94%) TDD
7 4 (5.56%) Business Continuity
7 4 (5.56%) Change Management
7 4 (5.56%) SDLC
7 4 (5.56%) Service Delivery
7 4 (5.56%) Time Management
7 4 (5.56%) User Acceptance Testing
8 3 (4.17%) Disaster Recovery
8 3 (4.17%) Risk Management
8 3 (4.17%) Validation
Programming Languages
1 14 (19.44%) SQL
2 2 (2.78%) C#
2 2 (2.78%) PHP
2 2 (2.78%) Python
2 2 (2.78%) U-SQL
3 1 (1.39%) Apex Code
3 1 (1.39%) PL/SQL
3 1 (1.39%) PowerShell
3 1 (1.39%) Shell Script
3 1 (1.39%) T-SQL
3 1 (1.39%) TypeScript
Qualifications
1 8 (11.11%) Microsoft Certification
2 6 (8.33%) AWS Certification
2 6 (8.33%) MCSE
3 3 (4.17%) CBAP
3 3 (4.17%) IIBA
3 3 (4.17%) ISEB
3 3 (4.17%) PMI Certification
3 3 (4.17%) PMP
3 3 (4.17%) PRINCE2 Certification
4 1 (1.39%) BPSS Clearance
4 1 (1.39%) Degree
Quality Assurance & Compliance
1 1 (1.39%) Data Quality
1 1 (1.39%) PMO
1 1 (1.39%) QA
System Software
1 3 (4.17%) Active Directory
1 3 (4.17%) HDFS
Systems Management
1 1 (1.39%) SCCM
1 1 (1.39%) Systems Management Server (SMS)
Vendors
1 18 (25.00%) Microsoft
2 17 (23.61%) Oracle
3 7 (9.72%) SAP
4 3 (4.17%) Cisco
4 3 (4.17%) Citrix
4 3 (4.17%) Cloudera
4 3 (4.17%) Hortonworks
4 3 (4.17%) MapR
4 3 (4.17%) Teradata
5 2 (2.78%) Google
5 2 (2.78%) Salesforce.com
6 1 (1.39%) Cognos
6 1 (1.39%) Dell
6 1 (1.39%) Twitter
6 1 (1.39%) VMware