Period
to 18 February 2018

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 18 February 2018 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
18 Feb 2018
Same period 2017 Same period 2016
Rank 38 31 39
Rank change year-on-year -7 +8 +4
Contract jobs citing Migration 54 53 50
As % of all contract IT jobs advertised in Cambridgeshire 4.27% 5.02% 3.84%
As % of the Processes & Methodologies category 4.91% 6.13% 4.87%
Number of daily rates quoted 30 29 49
Cambridgeshire median daily rate £469 £400 £425
Median daily rate % change year-on-year +17.19% -5.88% +21.43%
10th Percentile £324 £143 £310
90th Percentile £588 £615 £700
East of England median daily rate £450 £413 £413
% change year-on-year +9.09% - +8.20%
Number of hourly rates quoted 1 3 4
Cambridgeshire median hourly rate £19.50 £17.50 £60.00
Median hourly rate % change year-on-year +11.43% -70.83% +166.67%
East of England median hourly rate £17.68 £15.38 £27.00
% change year-on-year +14.95% -43.04% +56.52%

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 1,099 864 1,027
As % of all contract IT jobs advertised in Cambridgeshire 86.81% 81.90% 78.94%
Number of daily rates quoted 537 375 623
Cambridgeshire median daily rate £400 £375 £400
Median daily rate % change year-on-year +6.67% -6.25% +6.67%
10th Percentile £261 £213 £263
90th Percentile £575 £538 £550
East of England median daily rate £425 £400 £403
% change year-on-year +6.25% -0.62% +0.63%
Number of hourly rates quoted 106 99 84
Cambridgeshire median hourly rate £40.00 £28.00 £37.50
Median hourly rate % change year-on-year +42.86% -25.33% +15.38%
10th Percentile £12.13 £12.50 £8.83
90th Percentile £52.50 £47.50 £56.00
East of England median hourly rate £35.00 £33.25 £30.00
% change year-on-year +5.26% +10.83% +30.43%

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 18 February 2018.

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 18 February 2018. 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 0 32 £475 +11.76% 12
Huntingdon +3 4 - -
Peterborough -20 3 £255 -1.26%
Migration
East of England

For the 6 months to 18 February 2018, IT contractor 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 contract job ads across the Cambridgeshire region with a requirement for Migration.

1 21 (38.89%) Data Migration
2 14 (25.93%) Oracle
3 13 (24.07%) Microsoft
4 12 (22.22%) SAP
4 12 (22.22%) Microsoft Azure
5 10 (18.52%) SQL Server
5 10 (18.52%) SQL
6 9 (16.67%) Finance
6 9 (16.67%) Manufacturing
6 9 (16.67%) Amazon AWS
7 8 (14.81%) PaaS
7 8 (14.81%) Validation
8 7 (12.96%) SQL Server Integration Services
8 7 (12.96%) IaaS
8 7 (12.96%) Public Cloud
8 7 (12.96%) Greenfield Project
9 6 (11.11%) Microsoft Certification
9 6 (11.11%) Windows
10 5 (9.26%) Linux
10 5 (9.26%) Python
10 5 (9.26%) MySQL
10 5 (9.26%) ETL
10 5 (9.26%) JIRA
10 5 (9.26%) User Acceptance Testing
10 5 (9.26%) Hybrid Cloud
10 5 (9.26%) Operational Acceptance Testing
10 5 (9.26%) System Integration Testing
10 5 (9.26%) Business Process Mapping
10 5 (9.26%) Apache Spark
10 5 (9.26%) AWS Certification

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 (9.26%) Apache Spark
2 2 (3.70%) Apache Pig
2 2 (3.70%) Drupal
3 1 (1.85%) MS Exchange
3 1 (1.85%) SharePoint
3 1 (1.85%) SharePoint Server
Applications
1 3 (5.56%) Microsoft Excel
2 2 (3.70%) Spreadsheet
3 1 (1.85%) Microsoft Office
Business Applications
1 2 (3.70%) NetSuite
1 2 (3.70%) Oracle EBS R12
1 2 (3.70%) Raiser's Edge
1 2 (3.70%) ResourceLink
2 1 (1.85%) Dynamics AX
2 1 (1.85%) iTrent
2 1 (1.85%) Oracle ERP
2 1 (1.85%) Oracle Financials
2 1 (1.85%) Oracle SCM
2 1 (1.85%) SAP CO
2 1 (1.85%) SAP FI
2 1 (1.85%) SAP FI/CO
2 1 (1.85%) Unit4 Business World
Cloud Services
1 12 (22.22%) Microsoft Azure
2 9 (16.67%) Amazon AWS
3 8 (14.81%) PaaS
4 7 (12.96%) IaaS
5 3 (5.56%) Azure Data Factory
5 3 (5.56%) Azure Machine Learning
5 3 (5.56%) Data Lake Analytics
6 2 (3.70%) Office 365
7 1 (1.85%) SuccessFactors
Communications & Networking
1 1 (1.85%) LAN
1 1 (1.85%) OSPF
1 1 (1.85%) SAN
1 1 (1.85%) Skype
1 1 (1.85%) SMS
Database & Business Intelligence
1 10 (18.52%) SQL Server
2 7 (12.96%) SQL Server Integration Services
3 5 (9.26%) Big Data
3 5 (9.26%) Hadoop
3 5 (9.26%) MySQL
4 4 (7.41%) MongoDB
4 4 (7.41%) Relational Database
4 4 (7.41%) SAP Data Services
5 3 (5.56%) Azure SQL Data Warehouse
5 3 (5.56%) BusinessObjects
5 3 (5.56%) Data Lake
5 3 (5.56%) Data Warehouse
5 3 (5.56%) HDInsight
5 3 (5.56%) Microsoft Analysis Services
5 3 (5.56%) NoSQL
5 3 (5.56%) Power BI
5 3 (5.56%) SQL Server Analysis Services
5 3 (5.56%) SQL Server Reporting Services
6 2 (3.70%) BusinessObjects Web Intelligence
6 2 (3.70%) HBase
Development Applications
1 5 (9.26%) JIRA
2 3 (5.56%) Git (software)
2 3 (5.56%) Visual Studio
3 1 (1.85%) InstallShield
3 1 (1.85%) PhpStorm
General
1 9 (16.67%) Finance
1 9 (16.67%) Manufacturing
2 2 (3.70%) Pharmaceutical
3 1 (1.85%) Banking
3 1 (1.85%) Billing
3 1 (1.85%) Legal
Job Titles
1 11 (20.37%) Analyst
2 7 (12.96%) Business Analyst
2 7 (12.96%) Consultant
3 6 (11.11%) Developer
4 5 (9.26%) Project Manager
5 4 (7.41%) Cloud Engineer
5 4 (7.41%) Cloud Specialist
5 4 (7.41%) Oracle Analyst
5 4 (7.41%) Oracle Business Analyst
6 3 (5.56%) Azure Developer
6 3 (5.56%) Data Analyst
6 3 (5.56%) DBA
6 3 (5.56%) SAP Analyst
6 3 (5.56%) SAP Data Analyst
6 3 (5.56%) Senior Analyst
6 3 (5.56%) Senior Business Analyst
6 3 (5.56%) SQL DBA
6 3 (5.56%) Test Leader
7 2 (3.70%) Architect
7 2 (3.70%) SQL Server DBA
Libraries, Frameworks & Software Standards
1 3 (5.56%) .NET
1 3 (5.56%) JSON
2 2 (3.70%) Spark Streaming
3 1 (1.85%) AngularJS
3 1 (1.85%) SAP CO-PA
Miscellaneous
1 7 (12.96%) Greenfield Project
1 7 (12.96%) Public Cloud
2 5 (9.26%) Hybrid Cloud
3 2 (3.70%) Analytical Skills
3 2 (3.70%) iPad
4 1 (1.85%) Clustering
4 1 (1.85%) Life Science
4 1 (1.85%) Online Banking
4 1 (1.85%) Virtual Team
Operating Systems
1 6 (11.11%) Windows
2 5 (9.26%) Linux
3 3 (5.56%) Unix
3 3 (5.56%) Windows Server
4 2 (3.70%) Windows 10
4 2 (3.70%) Windows 7
Processes & Methodologies
1 21 (38.89%) Data Migration
2 8 (14.81%) Validation
3 5 (9.26%) Business Process Mapping
3 5 (9.26%) ETL
3 5 (9.26%) Non-Functional Testing
3 5 (9.26%) Operational Acceptance Testing
3 5 (9.26%) System Integration Testing
3 5 (9.26%) User Acceptance Testing
4 4 (7.41%) Business Intelligence
4 4 (7.41%) Data Analysis
4 4 (7.41%) Data Mapping
4 4 (7.41%) Data Transformation
5 3 (5.56%) Analytics
5 3 (5.56%) Business Analytics
5 3 (5.56%) Business Continuity
5 3 (5.56%) Data Management
5 3 (5.56%) Data Validation
5 3 (5.56%) ERP
5 3 (5.56%) Machine Learning
5 3 (5.56%) Stakeholder Management
Programming Languages
1 10 (18.52%) SQL
2 5 (9.26%) Python
3 3 (5.56%) U-SQL
4 2 (3.70%) PHP
4 2 (3.70%) PowerShell
5 1 (1.85%) C#
Qualifications
1 6 (11.11%) Microsoft Certification
2 5 (9.26%) AWS Certification
3 3 (5.56%) MCSE
4 2 (3.70%) CBAP
4 2 (3.70%) Degree
4 2 (3.70%) IIBA
4 2 (3.70%) ISEB
4 2 (3.70%) PRINCE2 Certification
System Software
1 2 (3.70%) Active Directory
1 2 (3.70%) HDFS
2 1 (1.85%) Hyper-V
Systems Management
1 1 (1.85%) SCCM
1 1 (1.85%) Systems Management Server (SMS)
Vendors
1 14 (25.93%) Oracle
2 13 (24.07%) Microsoft
3 12 (22.22%) SAP
4 2 (3.70%) Citrix
4 2 (3.70%) Cloudera
4 2 (3.70%) Hortonworks
4 2 (3.70%) MapR
4 2 (3.70%) Teradata
4 2 (3.70%) VMware
5 1 (1.85%) Cisco
5 1 (1.85%) Cognos
5 1 (1.85%) Dell
5 1 (1.85%) HP
5 1 (1.85%) JD Edwards
5 1 (1.85%) NETGEAR
5 1 (1.85%) Northgate
5 1 (1.85%) Progress
5 1 (1.85%) Workday