The following table provides summary statistics for contract job vacancies advertised in Northamptonshire with a requirement for Migration skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Migration over the 3 months to 25 June 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 Midlands / Northamptonshire
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 16 27 25
Rank change year-on-year +11 -2  
Contract jobs citing Migration 29 14 17
As % of all contract IT jobs advertised in Northamptonshire 8.01% 3.69% 4.82%
As % of the Processes & Methodologies category 9.39% 4.22% 6.30%
Number of daily rates quoted 15 8 13
Median daily rate £463 £525 £450
Median daily rate % change year-on-year -11.90% +16.66%  
90% offered a daily rate of more than £413 £364 £425
10% offered a daily rate of more than £500 £648 £624
UK excluding London median daily rate £410 £400 £375
% change year-on-year +2.50% +6.66%  
Number of hourly rates quoted 2 1 0
Median hourly rate £13.43 £18.75 -
Median hourly rate % change year-on-year -28.37% -  
UK excluding London median hourly rate £14.00 £20.50 £17.00
% change year-on-year -31.70% +20.58%  

Migration is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Northamptonshire with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Northamptonshire
Contract job vacancies with a requirement for process and methodology skills 309 332 270
As % of all contract IT job vacancies advertised in Northamptonshire 85.36% 87.60% 76.49%
Number of daily rates quoted 204 242 190
Median daily rate £425 £450 £425
Median daily rate % change year-on-year -5.55% +5.88%  
90% offered a daily rate of more than £250 £325 £275
10% offered a daily rate of more than £525 £550 £550
UK excluding London median daily rate £415 £400 £380
% change year-on-year +3.75% +5.26%  
Number of hourly rates quoted 5 3 4
Median hourly rate £11.75 £18.75 £19.00
Median hourly rate % change year-on-year -37.33% -1.31%  
90% offered a hourly rate of more than £9.50 £11.50 £16.83
10% offered a hourly rate of more than £65.95 £32.50 £22.50
UK excluding London median hourly rate £34.00 £28.50 £30.00
% change year-on-year +19.29% -5.00%  

Migration
Job Vacancy Trend in Northamptonshire

The job posting trend of jobs advertised in Northamptonshire citing Migration as a proportion of all contract or permanent IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Migration in Northamptonshire

Migration
Contractor Daily Rate Trend in Northamptonshire

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

Contractor daily rate trend for Migration in Northamptonshire

Migration
Contractor Daily Rate Histogram in Northamptonshire

The daily rate distribution of IT jobs citing Migration in Northamptonshire over the 3 months to 25 June 2017.

Contractor daily rate histogram for Migration in Northamptonshire

Migration
Contractor Hourly Rate Trend in Northamptonshire

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

Contractor hourly rate trend for Migration in Northamptonshire

Migration
Contract Job Locations in Northamptonshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Migration within the Northamptonshire region over the 3 months to 25 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Northampton +13 17 £469 -10.71%
Kettering - 1 - -
Migration
East Midlands

For the 6 months to 25 June 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 Northamptonshire region with a requirement for Migration.

1 26 (56.52%) Data Migration
2 21 (45.65%) Finance
3 14 (30.43%) ERP
4 12 (26.09%) Oracle
5 9 (19.57%) Data Modelling
5 9 (19.57%) Oracle EBS
5 9 (19.57%) Data Cleansing
5 9 (19.57%) Data Quality
6 8 (17.39%) ETL
7 7 (15.22%) Unit4 Business World
7 7 (15.22%) Logical Data Model
7 7 (15.22%) Physical Data Model
7 7 (15.22%) Data Transformation
8 6 (13.04%) Microsoft
8 6 (13.04%) SQL Server
9 5 (10.87%) Validation
9 5 (10.87%) Data Structures
10 4 (8.70%) Data Reconciliation
10 4 (8.70%) Oracle EBS R12
10 4 (8.70%) BizTalk Server
10 4 (8.70%) ISEB
10 4 (8.70%) Citrix
10 4 (8.70%) PRINCE2 Certification
10 4 (8.70%) ITIL
10 4 (8.70%) PRINCE2
10 4 (8.70%) Windows
10 4 (8.70%) Microsoft Excel
10 4 (8.70%) FTP
11 3 (6.52%) Business Intelligence
11 3 (6.52%) Oracle Financials

Migration
Co-occurring IT Skills in Northamptonshire 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 (8.70%) BizTalk Server
2 1 (2.17%) CMS
2 1 (2.17%) WordPress
Applications
1 4 (8.70%) Microsoft Excel
2 3 (6.52%) Microsoft PowerPoint
3 1 (2.17%) Microsoft Office
3 1 (2.17%) Microsoft Project
Business Applications
1 9 (19.57%) Oracle EBS
2 7 (15.22%) Unit4 Business World
3 4 (8.70%) Oracle EBS R12
4 3 (6.52%) Infor M3
4 3 (6.52%) Oracle Financials
Cloud Services
1 3 (6.52%) Amazon AWS
2 1 (2.17%) IaaS
2 1 (2.17%) Office 365
Communications & Networking
1 4 (8.70%) FTP
2 3 (6.52%) Internet
3 1 (2.17%) Broadband
3 1 (2.17%) DNS
3 1 (2.17%) HTTP
3 1 (2.17%) SMTP
3 1 (2.17%) TCP/IP
Database & Business Intelligence
1 6 (13.04%) SQL Server
2 2 (4.35%) Data Warehouse
2 2 (4.35%) SQL Server Analysis Services
2 2 (4.35%) SQL Server Integration Services
2 2 (4.35%) SQL Server Reporting Services
3 1 (2.17%) Amazon DynamoDB
3 1 (2.17%) MySQL
3 1 (2.17%) NoSQL
3 1 (2.17%) Power BI
3 1 (2.17%) SQL Server 2014
Development Applications
1 2 (4.35%) ERwin
1 2 (4.35%) Talend Open Studio
2 1 (2.17%) Team Foundation Server
General
1 21 (45.65%) Finance
2 2 (4.35%) General Ledger
3 1 (2.17%) Banking
3 1 (2.17%) Local Government
3 1 (2.17%) Marketing
3 1 (2.17%) Retail
3 1 (2.17%) Telecoms
Job Titles
1 20 (43.48%) Analyst
2 9 (19.57%) Data Analyst
3 6 (13.04%) Business Analyst
4 5 (10.87%) Consultant
4 5 (10.87%) Oracle Analyst
4 5 (10.87%) Project Manager
4 5 (10.87%) Senior Analyst
5 4 (8.70%) Data Migration Analyst
5 4 (8.70%) Migration Analyst
5 4 (8.70%) Senior Business Analyst
6 3 (6.52%) ERP Manager
6 3 (6.52%) ERP Project Manager
6 3 (6.52%) Technical Manager
6 3 (6.52%) Technical Project Manager
7 2 (4.35%) Desktop Engineer
7 2 (4.35%) Desktop Support Engineer
7 2 (4.35%) ERP Consultant
7 2 (4.35%) Financial Analyst
7 2 (4.35%) Implementation Consultant
7 2 (4.35%) Migration Consultant
Libraries, Frameworks & Software Standards
1 1 (2.17%) Mason
1 1 (2.17%) Middleware
1 1 (2.17%) RESTful
Miscellaneous
1 5 (10.87%) Data Structures
2 3 (6.52%) Taxonomies
3 1 (2.17%) Data Centre
3 1 (2.17%) Driving Licence
3 1 (2.17%) Enterprise Software
3 1 (2.17%) Greenfield Project
3 1 (2.17%) Hybrid Cloud
3 1 (2.17%) Mainframe
3 1 (2.17%) Public Cloud
3 1 (2.17%) Smart Meter
3 1 (2.17%) Smartphone
Operating Systems
1 4 (8.70%) Windows
2 2 (4.35%) Unix
3 1 (2.17%) Linux
3 1 (2.17%) Windows 7
3 1 (2.17%) Windows 8
3 1 (2.17%) Windows XP
3 1 (2.17%) zOS
Processes & Methodologies
1 26 (56.52%) Data Migration
2 14 (30.43%) ERP
3 9 (19.57%) Data Cleansing
3 9 (19.57%) Data Modelling
4 8 (17.39%) ETL
5 7 (15.22%) Data Transformation
5 7 (15.22%) Logical Data Model
5 7 (15.22%) Physical Data Model
6 5 (10.87%) Validation
7 4 (8.70%) Data Reconciliation
7 4 (8.70%) ITIL
7 4 (8.70%) PRINCE2
8 3 (6.52%) Business Intelligence
8 3 (6.52%) Data Extraction
8 3 (6.52%) Disaster Recovery
8 3 (6.52%) Test Strategy
8 3 (6.52%) User Acceptance Testing
9 2 (4.35%) Stakeholder Management
9 2 (4.35%) System Testing
9 2 (4.35%) Time Management
Programming Languages
1 3 (6.52%) SQL
2 2 (4.35%) T-SQL
3 1 (2.17%) C
3 1 (2.17%) Java
3 1 (2.17%) Perl
3 1 (2.17%) PHP
3 1 (2.17%) Python
3 1 (2.17%) Ruby
Qualifications
1 4 (8.70%) ISEB
1 4 (8.70%) PRINCE2 Certification
2 2 (4.35%) Security Cleared
3 1 (2.17%) ACCA
3 1 (2.17%) AWS Certification
3 1 (2.17%) BPSS Clearance
3 1 (2.17%) DV Cleared
Quality Assurance & Compliance
1 9 (19.57%) Data Quality
System Software
1 2 (4.35%) Tivoli Workload Scheduler
2 1 (2.17%) Active Directory
Systems Management
1 2 (4.35%) Tivoli
2 1 (2.17%) AirWatch
2 1 (2.17%) Ansible
2 1 (2.17%) Kubernetes
2 1 (2.17%) Mesos
2 1 (2.17%) Opscode Chef
2 1 (2.17%) SCCM
2 1 (2.17%) Symantec Endpoint Protection
Vendors
1 12 (26.09%) Oracle
2 6 (13.04%) Microsoft
3 4 (8.70%) Citrix
4 3 (6.52%) Infor
4 3 (6.52%) SAP
5 2 (4.35%) Talend
6 1 (2.17%) AppDynamics
6 1 (2.17%) Informatica
6 1 (2.17%) Rackspace
6 1 (2.17%) Salesforce.com
6 1 (2.17%) Symantec
6 1 (2.17%) VMware