Period
to 21 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Hertfordshire with a requirement for Migration skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Migration over the 6 months to 21 November 2017 with a comparison to the same period in the previous 2 years.

Migration
East of England > Hertfordshire
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 93 85 96
Rank change year-on-year -8 +11 -5
Permanent jobs citing Migration 140 148 167
As % of all permanent IT jobs advertised in Hertfordshire 3.16% 3.30% 3.12%
As % of the Processes & Methodologies category 3.74% 3.75% 3.56%
Number of salaries quoted 121 119 115
Hertfordshire median annual salary £45,000 £58,500 £47,500
Median salary % change year-on-year -23.08% +23.16% -32.14%
10th Percentile £31,250 £38,500 £31,500
90th Percentile £62,500 £72,500 £65,750
East of England median annual salary £50,000 £55,000 £45,000
% change year-on-year -9.09% +22.22% -10.00%

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

All Process and Methodology Skills
Hertfordshire
Permanent vacancies with a requirement for process or methodology skills 3747 3949 4688
As % of all permanent IT jobs advertised in Hertfordshire 84.62% 87.97% 87.51%
Number of salaries quoted 3157 3262 3812
Hertfordshire median annual salary £47,500 £50,000 £47,500
Median salary % change year-on-year -5.00% +5.26% +2.15%
10th Percentile £28,500 £27,500 £26,750
90th Percentile £71,250 £72,500 £71,250
East of England median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +3.57%

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
Salary Trend in Hertfordshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Migration in Hertfordshire.

Salary trend for Migration in Hertfordshire

Migration
Salary Histogram in Hertfordshire

The salary distribution of IT jobs citing Migration in Hertfordshire over the 6 months to 21 November 2017.

Salary histogram for Migration in Hertfordshire

Migration
Job Locations in Hertfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Migration within the Hertfordshire region over the 6 months to 21 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Watford -5 27 £51,250 -14.58% 4
Harpenden +24 21 £52,500 +16.67% 1
Stevenage +14 19 £32,500 -40.91%
Hatfield -3 14 £60,000 -7.69% 3
Borehamwood -7 9 £45,000 -14.29% 1
Welwyn Garden City -5 5 £33,500 -60.59%
Hemel Hempstead -26 5 £40,000 -42.86%
Rickmansworth +3 3 - -
Broxbourne -4 2 £32,000 -44.35%
Cheshunt +1 1 £32,500 -45.83%
St Albans -4 1 £39,000 -44.29%
Welwyn - 1 - -
Letchworth - 1 - -
Migration
East of England

For the 6 months to 21 November 2017, IT jobs citing Migration also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Hertfordshire region with a requirement for Migration.

1 58 (41.43%) Microsoft
2 52 (37.14%) Analytical Skills
3 51 (36.43%) .NET
4 50 (35.71%) SQL
5 38 (27.14%) C#
6 34 (24.29%) Windows
6 34 (24.29%) Office 365
7 29 (20.71%) Web Services
8 28 (20.00%) Microsoft Office
9 27 (19.29%) Active Directory
9 27 (19.29%) Data Migration
10 26 (18.57%) PowerShell
11 24 (17.14%) ASP.NET
11 24 (17.14%) Retail
12 23 (16.43%) HTML
12 23 (16.43%) Microsoft Certification
12 23 (16.43%) Microsoft Azure
13 20 (14.29%) SQL Server
13 20 (14.29%) SharePoint
14 19 (13.57%) MS Exchange
14 19 (13.57%) DNS
14 19 (13.57%) MVC
14 19 (13.57%) VMware
14 19 (13.57%) ASP.NET MVC
14 19 (13.57%) VMware Infrastructure
14 19 (13.57%) AngularJS
14 19 (13.57%) ASP.NET Web API
15 18 (12.86%) ITIL
15 18 (12.86%) Java
16 17 (12.14%) XML

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 20 (14.29%) SharePoint
2 19 (13.57%) MS Exchange
3 10 (7.14%) Exchange Server 2013
4 8 (5.71%) Apache Spark
4 8 (5.71%) SAS
4 8 (5.71%) SharePoint 2010
5 5 (3.57%) SharePoint 2013
6 2 (1.43%) Drupal
6 2 (1.43%) OpenStack
7 1 (0.71%) Apache
7 1 (0.71%) IIS
Applications
1 28 (20.00%) Microsoft Office
2 1 (0.71%) Microsoft Excel
Business Applications
1 4 (2.86%) Dynamics GP
2 3 (2.14%) Dynamics CRM
3 1 (0.71%) Infor M3
3 1 (0.71%) Movex
Cloud Services
1 34 (24.29%) Office 365
2 23 (16.43%) Microsoft Azure
3 11 (7.86%) IaaS
3 11 (7.86%) PaaS
4 9 (6.43%) Cloud Computing
5 7 (5.00%) Amazon AWS
5 7 (5.00%) Google Cloud Platform
6 3 (2.14%) SaaS
7 1 (0.71%) CloudBees
7 1 (0.71%) OpenShift
Communications & Networking
1 19 (13.57%) DNS
2 16 (11.43%) Firewall
3 14 (10.00%) Internet
4 10 (7.14%) SSL
5 7 (5.00%) DHCP
6 6 (4.29%) Intranet
7 4 (2.86%) NetScaler
8 3 (2.14%) LAN
8 3 (2.14%) PPP
8 3 (2.14%) SAN
8 3 (2.14%) TCP/IP
9 2 (1.43%) VLAN
9 2 (1.43%) WAN
10 1 (0.71%) ADSL
10 1 (0.71%) BGP
10 1 (0.71%) DWDM
10 1 (0.71%) Ethernet
10 1 (0.71%) OSPF
10 1 (0.71%) VPN
10 1 (0.71%) WLAN
Database & Business Intelligence
1 20 (14.29%) SQL Server
2 10 (7.14%) Data Warehouse
3 8 (5.71%) Big Data
3 8 (5.71%) Hadoop
3 8 (5.71%) Power BI
4 7 (5.00%) Apache Cassandra
4 7 (5.00%) BigQuery
4 7 (5.00%) HBase
4 7 (5.00%) MongoDB
4 7 (5.00%) NoSQL
4 7 (5.00%) QlikView
4 7 (5.00%) SAS EBI
4 7 (5.00%) Sqoop
5 6 (4.29%) Relational Database
6 5 (3.57%) SQL Server Reporting Services
7 4 (2.86%) Oracle Database
8 3 (2.14%) SQL Server Integration Services
9 2 (1.43%) MySQL
9 2 (1.43%) OLAP
9 2 (1.43%) RDBMS
Development Applications
1 11 (7.86%) Visual Studio
2 3 (2.14%) AdminStudio
2 3 (2.14%) Git (software)
2 3 (2.14%) MSI
2 3 (2.14%) Wise Package Studio
3 2 (1.43%) Grunt
3 2 (1.43%) JIRA
3 2 (1.43%) Talend Open Studio
3 2 (1.43%) Zephyr
4 1 (0.71%) Atlassian Bamboo
4 1 (0.71%) Jenkins
General
1 24 (17.14%) Retail
2 15 (10.71%) Finance
3 7 (5.00%) Advertising
4 6 (4.29%) Automotive
4 6 (4.29%) Publishing
5 4 (2.86%) Law
6 2 (1.43%) Back Office
6 2 (1.43%) Marketing
7 1 (0.71%) Manufacturing
7 1 (0.71%) Pharmaceutical
Job Titles
1 41 (29.29%) Developer
2 33 (23.57%) Analyst
3 21 (15.00%) .NET Developer
4 20 (14.29%) Consultant
5 13 (9.29%) Business Analyst
6 11 (7.86%) SharePoint Developer
7 8 (5.71%) Data Analyst
8 7 (5.00%) Big Data Engineer
8 7 (5.00%) Data Engineer
8 7 (5.00%) Senior Developer
9 6 (4.29%) Administrator
9 6 (4.29%) Angular Developer
9 6 (4.29%) Cloud Consultant
9 6 (4.29%) Data Conversion Analyst
9 6 (4.29%) Data Conversion Specialist
9 6 (4.29%) Data Migration Analyst
9 6 (4.29%) Migration Analyst
9 6 (4.29%) SharePoint Administrator
9 6 (4.29%) SharePoint Consultant
9 6 (4.29%) Systems Developer
Libraries, Frameworks & Software Standards
1 51 (36.43%) .NET
2 29 (20.71%) Web Services
3 24 (17.14%) ASP.NET
4 23 (16.43%) HTML
5 19 (13.57%) AngularJS
5 19 (13.57%) ASP.NET MVC
5 19 (13.57%) ASP.NET Web API
6 17 (12.14%) RESTful
6 17 (12.14%) Silverlight
6 17 (12.14%) XML
7 12 (8.57%) CSS
8 11 (7.86%) jQuery
9 10 (7.14%) REST
10 9 (6.43%) CSS3
10 9 (6.43%) HTML5
11 7 (5.00%) SOAP
12 6 (4.29%) J2EE
13 5 (3.57%) WCF
14 2 (1.43%) LINQ
14 2 (1.43%) MDX
Miscellaneous
1 52 (37.14%) Analytical Skills
2 17 (12.14%) Greenfield Project
3 10 (7.14%) Blackberry
3 10 (7.14%) iPhone
4 5 (3.57%) Client/Server
5 4 (2.86%) Driving Licence
6 3 (2.14%) Data Protection Act
6 3 (2.14%) e-Learning
6 3 (2.14%) FMCG
7 2 (1.43%) Data Centre
7 2 (1.43%) Management Information System
7 2 (1.43%) Private Cloud
7 2 (1.43%) Public Cloud
7 2 (1.43%) Virtual Team
8 1 (0.71%) Distributed Denial-of-Service
8 1 (0.71%) Hybrid Cloud
Operating Systems
1 34 (24.29%) Windows
2 15 (10.71%) Windows Server
3 14 (10.00%) Windows 7
4 13 (9.29%) Windows 8
4 13 (9.29%) Windows XP
5 10 (7.14%) Windows Phone
5 10 (7.14%) Windows Vista
6 7 (5.00%) Windows Server 2012
7 6 (4.29%) Linux
8 5 (3.57%) Windows Server 2008
9 4 (2.86%) Kali Linux
9 4 (2.86%) Mac OS X
9 4 (2.86%) Windows 10
10 3 (2.14%) Apple iOS
10 3 (2.14%) Unix
10 3 (2.14%) Windows 2000 Server
10 3 (2.14%) Windows Server 2003
Processes & Methodologies
1 27 (19.29%) Data Migration
2 19 (13.57%) MVC
3 18 (12.86%) ITIL
4 17 (12.14%) Agile Software Development
5 12 (8.57%) Presales
6 11 (7.86%) Business Intelligence
6 11 (7.86%) Data Conversion
7 10 (7.14%) Business Development
8 9 (6.43%) Change Management
8 9 (6.43%) ETL
8 9 (6.43%) Stakeholder Management
9 8 (5.71%) Analytics
9 8 (5.71%) Continuous Improvement
9 8 (5.71%) Data Integration
9 8 (5.71%) ERP
9 8 (5.71%) Service Delivery
9 8 (5.71%) Time Management
10 7 (5.00%) Cybersecurity
10 7 (5.00%) Low Latency
10 7 (5.00%) Responsive Web Design
Programming Languages
1 50 (35.71%) SQL
2 38 (27.14%) C#
3 26 (18.57%) PowerShell
4 18 (12.86%) Java
5 17 (12.14%) TypeScript
6 16 (11.43%) JavaScript
7 11 (7.86%) C
7 11 (7.86%) C++
8 8 (5.71%) Python
8 8 (5.71%) VB
9 7 (5.00%) Scala
10 5 (3.57%) PL/SQL
11 4 (2.86%) T-SQL
11 4 (2.86%) VBA
12 3 (2.14%) VB.NET
13 2 (1.43%) PHP
13 2 (1.43%) Shell Script
14 1 (0.71%) Perl
14 1 (0.71%) Ruby
14 1 (0.71%) VBScript
Qualifications
1 23 (16.43%) Microsoft Certification
2 14 (10.00%) Degree
3 13 (9.29%) MCSE
4 6 (4.29%) MCP
5 5 (3.57%) Security Cleared
6 4 (2.86%) Cisco Certification
7 3 (2.14%) CCNA
7 3 (2.14%) CISA
7 3 (2.14%) CISM
7 3 (2.14%) CISSP
7 3 (2.14%) DBS Check
7 3 (2.14%) MCTS
7 3 (2.14%) SANS
7 3 (2.14%) SC Cleared
7 3 (2.14%) SSCP
8 2 (1.43%) CCA
8 2 (1.43%) CCNP
8 2 (1.43%) ISTQB
8 2 (1.43%) ISTQB Foundation Certification
8 2 (1.43%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 6 (4.29%) SLA
2 4 (2.86%) DICOM
2 4 (2.86%) HL7
3 3 (2.14%) GDPR
4 2 (1.43%) Data Quality
5 1 (0.71%) ISO/IEC 27001
5 1 (0.71%) PMO
5 1 (0.71%) QA
System Software
1 27 (19.29%) Active Directory
2 19 (13.57%) VMware Infrastructure
3 16 (11.43%) Hyper-V
4 3 (2.14%) Microsoft App-V
4 3 (2.14%) Microsoft Virtual Server
4 3 (2.14%) Virtual Servers
4 3 (2.14%) vSphere
4 3 (2.14%) XenDesktop
5 1 (0.71%) Docker
5 1 (0.71%) vCloud
5 1 (0.71%) VMware ESXi
5 1 (0.71%) VMware NSX
5 1 (0.71%) XenApp
5 1 (0.71%) XenServer
Systems Management
1 8 (5.71%) Microsoft Intune
2 4 (2.86%) SCCM
3 3 (2.14%) WMI
3 3 (2.14%) WSUS
4 2 (1.43%) Opscode Chef
4 2 (1.43%) Puppet
5 1 (0.71%) AirWatch
5 1 (0.71%) Ansible
5 1 (0.71%) Kubernetes
5 1 (0.71%) ServiceCenter
5 1 (0.71%) vRealize
Vendors
1 58 (41.43%) Microsoft
2 19 (13.57%) VMware
3 11 (7.86%) Oracle
4 9 (6.43%) Citrix
5 8 (5.71%) Apple
5 8 (5.71%) Cisco
6 7 (5.00%) Google
6 7 (5.00%) Tableau
7 6 (4.29%) Nintex
8 4 (2.86%) Facebook
9 3 (2.14%) SAP
10 2 (1.43%) HP
10 2 (1.43%) NetApp
10 2 (1.43%) RedGate
10 2 (1.43%) Talend
11 1 (0.71%) Infor
11 1 (0.71%) MapR
11 1 (0.71%) SaltStack
11 1 (0.71%) ServiceNow
11 1 (0.71%) Xamarin