Period
to 20 November 2017

The following table provides summary statistics for contract job vacancies advertised in Hertfordshire 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 20 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 > Hertfordshire
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 18 30 29
Rank change year-on-year +12 -1 +9
Contract jobs citing Migration 113 71 97
As % of all contract IT jobs advertised in Hertfordshire 7.24% 5.18% 5.95%
As % of the Processes & Methodologies category 9.04% 6.76% 7.86%
Number of daily rates quoted 73 46 65
Hertfordshire median daily rate £425 £375 £400
Median daily rate % change year-on-year +13.33% -6.25% -3.03%
10th Percentile £283 £195 £185
90th Percentile £575 £556 £500
East of England median daily rate £425 £400 £400
% change year-on-year +6.25% - +6.67%
Number of hourly rates quoted 6 2 10
Hertfordshire median hourly rate £13.00 £11.75 £37.50
Median hourly rate % change year-on-year +10.64% -68.67% +158.62%
East of England median hourly rate £17.50 £13.68 £28.00
% change year-on-year +27.92% -51.14% +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 Hertfordshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Hertfordshire
Contract vacancies with a requirement for process or methodology skills 1250 1051 1234
As % of all contract IT jobs advertised in Hertfordshire 80.08% 76.66% 75.75%
Number of daily rates quoted 627 608 621
Hertfordshire median daily rate £400 £411 £400
Median daily rate % change year-on-year -2.74% +2.81% +6.67%
10th Percentile £213 £223 £225
90th Percentile £575 £538 £565
East of England median daily rate £425 £400 £400
% change year-on-year +6.25% - +6.67%
Number of hourly rates quoted 65 55 98
Hertfordshire median hourly rate £18.00 £31.00 £21.00
Median hourly rate % change year-on-year -41.94% +47.60% +30.45%
10th Percentile £13.00 £10.42 £9.70
90th Percentile £46.50 £53.75 £42.88
East of England median hourly rate £31.03 £31.45 £25.50
% change year-on-year -1.34% +23.33% +5.99%

Migration
Job Vacancy Trend in Hertfordshire

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

Job vacancy trend for Migration in Hertfordshire

Migration
Contractor Daily Rate Trend in Hertfordshire

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

Contractor daily rate trend for Migration in Hertfordshire

Migration
Contractor Daily Rate Histogram in Hertfordshire

The daily rate distribution of IT jobs citing Migration in Hertfordshire over the 6 months to 20 November 2017.

Contractor daily rate histogram for Migration in Hertfordshire

Migration
Contractor Hourly Rate Trend in Hertfordshire

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

Contractor hourly rate trend for Migration in Hertfordshire

Migration
Contractor Hourly Rate Histogram in Hertfordshire

The hourly rate distribution of IT jobs citing Migration in Hertfordshire over the 6 months to 20 November 2017.

Contractor hourly rate histogram for Migration in Hertfordshire

Migration
Contract Job Locations in Hertfordshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Migration within the Hertfordshire region over the 6 months to 20 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
Watford +6 29 £388 -3.13% 3
Stevenage -3 10 £325 +23.81%
Welwyn Garden City +10 9 £550 +10.00% 1
Hatfield -3 8 £369 +5.36% 3
Hemel Hempstead -5 5 £450 +1.44%
Bishop's Stortford - 5 £343 -
St Albans +1 3 £325 -
Letchworth - 3 - -
Rickmansworth -4 1 - -
Broxbourne - 1 £115 -
Harpenden - 1 - - 1
Migration
East of England

For the 6 months to 20 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 Hertfordshire region with a requirement for Migration.

1 36 (31.86%) Data Migration
2 29 (25.66%) SQL
3 25 (22.12%) SC Cleared
3 25 (22.12%) Security Cleared
4 23 (20.35%) SQL Server
5 22 (19.47%) Windows
5 22 (19.47%) Finance
6 21 (18.58%) Active Directory
7 20 (17.70%) Oracle
8 16 (14.16%) Microsoft
8 16 (14.16%) Data Quality
9 15 (13.27%) T-SQL
10 12 (10.62%) LAN
10 12 (10.62%) Analytical Skills
11 11 (9.73%) Talend
11 11 (9.73%) C#
11 11 (9.73%) Reference Data
11 11 (9.73%) Data Mapping
11 11 (9.73%) Talend Open Studio
12 10 (8.85%) Retail
12 10 (8.85%) ERP
13 9 (7.96%) SAP
13 9 (7.96%) Data Cleansing
13 9 (7.96%) VLAN
13 9 (7.96%) Office 365
14 8 (7.08%) Windows 10
14 8 (7.08%) Windows Server
14 8 (7.08%) VMware
14 8 (7.08%) SQL Server Reporting Services
14 8 (7.08%) Cisco Certification

Migration
Co-occurring IT Skills in Hertfordshire 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 7 (6.19%) IIS
2 3 (2.65%) SharePoint
3 2 (1.77%) Apache
3 2 (1.77%) SAS
3 2 (1.77%) SharePoint 2013
3 2 (1.77%) Skype for Business
4 1 (0.88%) Apache Solr
4 1 (0.88%) Commerce Server
4 1 (0.88%) Drupal
4 1 (0.88%) Tomcat
4 1 (0.88%) WebSphere
4 1 (0.88%) WebSphere Application Server
Applications
1 4 (3.54%) Microsoft Excel
2 3 (2.65%) Microsoft Office
3 1 (0.88%) MS Visio
Business Applications
1 4 (3.54%) Oracle EBS
2 3 (2.65%) Oracle Procure-to-Pay
2 3 (2.65%) Oracle Receivables
3 2 (1.77%) Oracle General Ledger
3 2 (1.77%) Oracle Retail
4 1 (0.88%) Dynamics AX
4 1 (0.88%) Dynamics CRM
4 1 (0.88%) Dynamics NAV
4 1 (0.88%) Infor SunSystems
4 1 (0.88%) Lorenzo
4 1 (0.88%) Oracle Assets
4 1 (0.88%) Oracle Cash Management
4 1 (0.88%) Oracle Payables
4 1 (0.88%) Remedy AR System
4 1 (0.88%) Remedy ITSM
4 1 (0.88%) Unit4 Business World
Cloud Services
1 9 (7.96%) Office 365
2 4 (3.54%) Amazon AWS
2 4 (3.54%) Microsoft Azure
3 3 (2.65%) IaaS
4 1 (0.88%) AWS CloudFormation
4 1 (0.88%) AWS Elastic Beanstalk
4 1 (0.88%) Google Cloud Platform
Communications & Networking
1 12 (10.62%) LAN
2 9 (7.96%) VLAN
3 7 (6.19%) Firewall
4 5 (4.42%) DHCP
4 5 (4.42%) DNS
5 4 (3.54%) NetScaler
5 4 (3.54%) Network Security
5 4 (3.54%) VPN
6 3 (2.65%) BGP
6 3 (2.65%) DWDM
6 3 (2.65%) OSPF
6 3 (2.65%) WAN
7 2 (1.77%) Cisco ASA
7 2 (1.77%) Cisco PIX
7 2 (1.77%) FWSM
7 2 (1.77%) Internet
7 2 (1.77%) Skype
7 2 (1.77%) Wi-Fi
8 1 (0.88%) Cisco ISE
8 1 (0.88%) Remote Desktop
Database & Business Intelligence
1 23 (20.35%) SQL Server
2 8 (7.08%) SQL Server Reporting Services
3 7 (6.19%) SQL Server Integration Services
4 5 (4.42%) SQL Server 2014
5 4 (3.54%) Data Warehouse
5 4 (3.54%) Oracle Database
5 4 (3.54%) Oracle Reports
6 3 (2.65%) MS Access
7 2 (1.77%) Base SAS
7 2 (1.77%) DB2
7 2 (1.77%) Oracle Database 11g
7 2 (1.77%) Oracle Discoverer
7 2 (1.77%) Oracle ODI
7 2 (1.77%) RDBMS
7 2 (1.77%) Relational Database
7 2 (1.77%) SQL Server 2012
8 1 (0.88%) MongoDB
8 1 (0.88%) Oracle Database 12c
8 1 (0.88%) Power BI
8 1 (0.88%) SQL Server 2008
Development Applications
1 11 (9.73%) Talend Open Studio
2 4 (3.54%) Team Foundation Server
3 1 (0.88%) RSpec
General
1 22 (19.47%) Finance
2 10 (8.85%) Retail
3 4 (3.54%) Manufacturing
4 1 (0.88%) Financial Institution
4 1 (0.88%) Games
4 1 (0.88%) General Ledger
4 1 (0.88%) Telecoms
Job Titles
1 29 (25.66%) Consultant
2 17 (15.04%) Analyst
3 14 (12.39%) Developer
4 10 (8.85%) Data Analyst
5 9 (7.96%) Administrator
5 9 (7.96%) SQL Developer
5 9 (7.96%) SQL Server Consultant
6 8 (7.08%) Project Manager
7 7 (6.19%) Architect
7 7 (6.19%) Migration Analyst
8 6 (5.31%) Data Migration Analyst
8 6 (5.31%) Network Engineer
9 5 (4.42%) Desktop Engineer
9 5 (4.42%) Desktop Support
9 5 (4.42%) Infrastructure Engineer
9 5 (4.42%) Network Administrator
9 5 (4.42%) Senior Developer
9 5 (4.42%) SQL Server Developer
9 5 (4.42%) Support Engineer
10 4 (3.54%) .NET Developer
Libraries, Frameworks & Software Standards
1 7 (6.19%) Oracle Fusion
2 6 (5.31%) .NET
2 6 (5.31%) XML
3 4 (3.54%) WCF
4 2 (1.77%) ASP.NET
4 2 (1.77%) ASP.NET MVC
4 2 (1.77%) Oracle GoldenGate
4 2 (1.77%) Web Services
5 1 (0.88%) AngularJS
5 1 (0.88%) HTML
5 1 (0.88%) HTML5
5 1 (0.88%) Java EE
5 1 (0.88%) JSP
5 1 (0.88%) MDX
5 1 (0.88%) React
5 1 (0.88%) REST
5 1 (0.88%) RESTful
5 1 (0.88%) Ruby on Rails
Miscellaneous
1 12 (10.62%) Analytical Skills
2 11 (9.73%) Reference Data
3 3 (2.65%) AS400
4 2 (1.77%) Enterprise Software
4 2 (1.77%) iPhone
4 2 (1.77%) LPAR
5 1 (0.88%) Client/Server
5 1 (0.88%) Data Centre
5 1 (0.88%) FMCG
5 1 (0.88%) Greenfield Project
5 1 (0.88%) iSeries
5 1 (0.88%) Management Information System
5 1 (0.88%) NHS
5 1 (0.88%) Private Cloud
Operating Systems
1 22 (19.47%) Windows
2 8 (7.08%) Windows 10
2 8 (7.08%) Windows Server
3 4 (3.54%) Windows XP
4 3 (2.65%) Windows 7
5 2 (1.77%) Android
5 2 (1.77%) Unix
5 2 (1.77%) Windows Server 2012
6 1 (0.88%) Windows 8
Processes & Methodologies
1 36 (31.86%) Data Migration
2 11 (9.73%) Data Mapping
3 10 (8.85%) ERP
4 9 (7.96%) Data Cleansing
5 8 (7.08%) ETL
6 6 (5.31%) Agile Software Development
6 6 (5.31%) Data Modelling
6 6 (5.31%) Database Tuning
7 5 (4.42%) Change Control
7 5 (4.42%) Change Management
7 5 (4.42%) MVC
7 5 (4.42%) Project Management
7 5 (4.42%) SDLC
7 5 (4.42%) Time Management
8 4 (3.54%) Stakeholder Management
8 4 (3.54%) System Integration Testing
8 4 (3.54%) Test Scripting
9 3 (2.65%) Performance Tuning
9 3 (2.65%) Procure-to-Pay
9 3 (2.65%) Target Operating Model
Programming Languages
1 29 (25.66%) SQL
2 15 (13.27%) T-SQL
3 11 (9.73%) C#
4 7 (6.19%) PowerShell
5 6 (5.31%) PL/SQL
6 3 (2.65%) Java
6 3 (2.65%) JavaScript
7 2 (1.77%) Python
8 1 (0.88%) RPG
8 1 (0.88%) Ruby
8 1 (0.88%) SAS Macro
8 1 (0.88%) TypeScript
Qualifications
1 25 (22.12%) SC Cleared
1 25 (22.12%) Security Cleared
2 8 (7.08%) Cisco Certification
3 7 (6.19%) CCNP
4 5 (4.42%) DV Cleared
5 3 (2.65%) CCDP
5 3 (2.65%) JNCIS
6 1 (0.88%) CCNA
6 1 (0.88%) DBS Check
6 1 (0.88%) Microsoft Certification
6 1 (0.88%) Oracle Certification
6 1 (0.88%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 16 (14.16%) Data Quality
2 2 (1.77%) QA
2 2 (1.77%) SLA
3 1 (0.88%) GAAP
System Software
1 21 (18.58%) Active Directory
2 4 (3.54%) vSphere
3 3 (2.65%) Microsoft App-V
3 3 (2.65%) VMware ESXi
3 3 (2.65%) VMware Infrastructure
4 1 (0.88%) Hyper-V
4 1 (0.88%) Oracle RAC
4 1 (0.88%) XenApp
4 1 (0.88%) XenServer
Systems Management
1 6 (5.31%) SCCM
2 3 (2.65%) vCenter Server
2 3 (2.65%) vRealize
3 2 (1.77%) Ansible
3 2 (1.77%) Microsoft Intune
3 2 (1.77%) Opscode Chef
3 2 (1.77%) Puppet
3 2 (1.77%) Terraform
3 2 (1.77%) Tivoli
4 1 (0.88%) Data Guard
4 1 (0.88%) OpenView Configuration Management
4 1 (0.88%) SCOM
Vendors
1 20 (17.70%) Oracle
2 16 (14.16%) Microsoft
3 11 (9.73%) Talend
4 9 (7.96%) SAP
5 8 (7.08%) Cisco
5 8 (7.08%) VMware
6 7 (6.19%) Juniper
7 4 (3.54%) HP
7 4 (3.54%) Palo Alto
8 3 (2.65%) Brocade
8 3 (2.65%) IBM
9 2 (1.77%) Apple
9 2 (1.77%) Borland
9 2 (1.77%) Citrix
9 2 (1.77%) Planview
9 2 (1.77%) Sourcefire
10 1 (0.88%) BMC
10 1 (0.88%) CODA
10 1 (0.88%) MicroStrategy
10 1 (0.88%) Salesforce.com