Period
to 25 June 2019

The following table provides summary statistics for permanent job vacancies advertised in Watford 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 25 June 2019 with a comparison to the same period in the previous 2 years.

Migration
Hertfordshire > Watford
6 months to
25 Jun 2019
Same period 2018 Same period 2017
Rank 11 52 71
Rank change year-on-year +41 +19 -11
Permanent jobs citing Migration 108 41 34
As % of all permanent IT jobs advertised in Watford 13.04% 4.30% 3.07%
As % of the Processes & Methodologies category 15.54% 4.96% 3.35%
Number of salaries quoted 85 36 16
Watford median annual salary £50,000 £50,000 £50,000
10th Percentile £29,500 £30,375 £35,375
90th Percentile £92,500 £65,000 £62,500
Hertfordshire median annual salary £50,000 £50,000 £51,250
% change year-on-year - -2.44% -14.58%

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 Watford with a requirement for process or methodology skills.

All Process and Methodology Skills
Watford
Permanent vacancies with a requirement for process or methodology skills 695 827 1,014
As % of all permanent IT jobs advertised in Watford 83.94% 86.78% 91.52%
Number of salaries quoted 528 731 825
Watford median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - +5.26%
10th Percentile £27,500 £27,500 £28,100
90th Percentile £80,000 £67,500 £75,000
Hertfordshire median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% -

Migration
Job Vacancy Trend in Watford

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

Job vacancy trend for Migration in Watford

Migration
Salary Trend in Watford

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

Salary trend for Migration in Watford

Migration
Salary Histogram in Watford

The salary distribution of IT jobs citing Migration in Watford over the 6 months to 25 June 2019.

Salary histogram for Migration in Watford

For the 6 months to 25 June 2019, IT 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 permanent job ads across the Watford region with a requirement for Migration.

1 65 (60.19%) Data Migration
2 55 (50.93%) Security Cleared
3 50 (46.30%) ETL
4 46 (42.59%) SC Cleared
5 42 (38.89%) Problem-Solving
6 39 (36.11%) SQL
7 38 (35.19%) SQL Server
7 38 (35.19%) Agile Software Development
8 32 (29.63%) JIRA
9 31 (28.70%) Scaled Agile Framework
10 29 (26.85%) Analytical Skills
10 29 (26.85%) Data Quality
11 28 (25.93%) Oracle
12 26 (24.07%) Windows
12 26 (24.07%) VMware
13 25 (23.15%) Firewall
13 25 (23.15%) Microsoft
14 23 (21.30%) TDD
14 23 (21.30%) BDD
14 23 (21.30%) Test Automation
14 23 (21.30%) Microsoft Azure
15 21 (19.44%) VMware ESXi
16 20 (18.52%) Windows 7
16 20 (18.52%) Cisco
16 20 (18.52%) Active Directory
17 19 (17.59%) C#
17 19 (17.59%) PostgreSQL
17 19 (17.59%) QA
17 19 (17.59%) SQL Server Integration Services
17 19 (17.59%) Talend

Migration
Co-occurring IT Skills in Watford 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 9 (8.33%) MS Exchange
2 1 (0.93%) GlassFish
2 1 (0.93%) JBoss
2 1 (0.93%) MQSeries
2 1 (0.93%) OpenStack
2 1 (0.93%) Oracle SOA Suite
2 1 (0.93%) WebLogic
2 1 (0.93%) WebSphere
Applications
1 13 (12.04%) Microsoft Office
2 6 (5.56%) Microsoft PowerPoint
Business Applications
1 4 (3.70%) SAP ERP
1 4 (3.70%) SAP GRC
1 4 (3.70%) SAP S/4HANA
2 1 (0.93%) Oracle Assets
2 1 (0.93%) Oracle Cash Management
2 1 (0.93%) Oracle Payables
2 1 (0.93%) Oracle Receivables
Cloud Services
1 23 (21.30%) Microsoft Azure
2 18 (16.67%) Office 365
3 16 (14.81%) Amazon AWS
4 5 (4.63%) IaaS
4 5 (4.63%) PaaS
4 5 (4.63%) SaaS
5 1 (0.93%) AWS CloudFormation
Communications & Networking
1 25 (23.15%) Firewall
2 12 (11.11%) VPN
3 10 (9.26%) Converged Networks
3 10 (9.26%) Unified Communications
4 9 (8.33%) Intrusion Detection
4 9 (8.33%) Network Security
4 9 (8.33%) SSL
5 8 (7.41%) DNS
5 8 (7.41%) Reverse Proxy
6 7 (6.48%) DHCP
6 7 (6.48%) LAN
6 7 (6.48%) WAN
6 7 (6.48%) WLAN
7 4 (3.70%) VLAN
8 1 (0.93%) Internet
8 1 (0.93%) SAN
8 1 (0.93%) TCP/IP
Database & Business Intelligence
1 38 (35.19%) SQL Server
2 19 (17.59%) PostgreSQL
2 19 (17.59%) SQL Server Integration Services
3 13 (12.04%) MySQL
4 11 (10.19%) SQL Server 2016
4 11 (10.19%) SQL Server Reporting Services
5 8 (7.41%) IBM InfoSphere
6 7 (6.48%) Amazon RDS
6 7 (6.48%) NoSQL
7 6 (5.56%) SAP HANA
8 1 (0.93%) Oracle Database
8 1 (0.93%) Oracle Database 11g
Development Applications
1 32 (29.63%) JIRA
2 12 (11.11%) Zephyr
3 11 (10.19%) Subversion
General
1 11 (10.19%) Retail
2 6 (5.56%) Pharmaceutical
3 1 (0.93%) Finance
3 1 (0.93%) General Ledger
Job Titles
1 25 (23.15%) Developer
2 19 (17.59%) Data Migration Developer
2 19 (17.59%) ETL Developer
2 19 (17.59%) Oracle Developer
2 19 (17.59%) Oracle ETL Developer
2 19 (17.59%) PostgreSQL Developer
2 19 (17.59%) QA Tester
2 19 (17.59%) SQL Developer
2 19 (17.59%) SQL Server Developer
2 19 (17.59%) Tester
3 18 (16.67%) Architect
3 18 (16.67%) Consultant
3 18 (16.67%) Data Consultant
3 18 (16.67%) Data Migration Consultant
3 18 (16.67%) Data Migration Lead
3 18 (16.67%) Migration Consultant
4 13 (12.04%) IT Support
5 12 (11.11%) Data Migration Analyst
5 12 (11.11%) QA Analyst
5 12 (11.11%) QA Test Analyst
Libraries, Frameworks & Software Standards
1 11 (10.19%) JSON
1 11 (10.19%) XML
2 7 (6.48%) .NET
2 7 (6.48%) .NET Framework
3 6 (5.56%) CSS
3 6 (5.56%) HTML
3 6 (5.56%) Laravel
3 6 (5.56%) Vue.js
4 3 (2.78%) ODBC
5 1 (0.93%) ActiveMQ
5 1 (0.93%) EJB
5 1 (0.93%) EJB 3.0
5 1 (0.93%) HornetQ
5 1 (0.93%) Java EE
5 1 (0.93%) Java SE
5 1 (0.93%) JMS
5 1 (0.93%) Web Services
5 1 (0.93%) WebSphere MQ
Miscellaneous
1 29 (26.85%) Analytical Skills
2 13 (12.04%) Public Cloud
3 12 (11.11%) Hybrid Cloud
4 11 (10.19%) Data Centre
4 11 (10.19%) Reference Data
5 10 (9.26%) Self-Motivation
6 9 (8.33%) CCTV
6 9 (8.33%) Security Operations Centre
7 7 (6.48%) CMDB
8 6 (5.56%) Private Cloud
9 1 (0.93%) Linux Command Line
9 1 (0.93%) Replication
Operating Systems
1 26 (24.07%) Windows
2 20 (18.52%) Windows 7
3 18 (16.67%) Windows Server
4 17 (15.74%) Linux
5 16 (14.81%) Windows Server 2012
6 13 (12.04%) Windows 10
7 11 (10.19%) Windows Server 2008
8 9 (8.33%) Windows 8
9 7 (6.48%) CentOS
9 7 (6.48%) Ubuntu
10 1 (0.93%) Unix
Processes & Methodologies
1 65 (60.19%) Data Migration
2 50 (46.30%) ETL
3 42 (38.89%) Problem-Solving
4 38 (35.19%) Agile Software Development
5 31 (28.70%) Scaled Agile Framework
6 23 (21.30%) BDD
6 23 (21.30%) TDD
6 23 (21.30%) Test Automation
7 18 (16.67%) Data Analysis
7 18 (16.67%) Master Data Management
7 18 (16.67%) Stakeholder Management
8 16 (14.81%) Software Testing
9 12 (11.11%) Data Modelling
9 12 (11.11%) Scenario Testing
9 12 (11.11%) Test Scripting
10 11 (10.19%) Data Mapping
10 11 (10.19%) Infrastructure Transformation
10 11 (10.19%) Project Planning
10 11 (10.19%) Root Cause Analysis
11 10 (9.26%) Coaching
Programming Languages
1 39 (36.11%) SQL
2 19 (17.59%) C#
3 12 (11.11%) T-SQL
4 11 (10.19%) PL/SQL
5 6 (5.56%) JavaScript
5 6 (5.56%) PHP
6 4 (3.70%) C
7 1 (0.93%) AWK
7 1 (0.93%) Bash Shell
7 1 (0.93%) Java
7 1 (0.93%) PowerShell
7 1 (0.93%) Shell Script
Qualifications
1 55 (50.93%) Security Cleared
2 46 (42.59%) SC Cleared
3 12 (11.11%) ISTQB
3 12 (11.11%) ISTQB Foundation Certification
4 8 (7.41%) CCNA
4 8 (7.41%) Cisco Certification
5 6 (5.56%) Degree
5 6 (5.56%) Master's Degree
6 4 (3.70%) CCNP
6 4 (3.70%) MCSA
6 4 (3.70%) Microsoft Certification
Quality Assurance & Compliance
1 29 (26.85%) Data Quality
2 19 (17.59%) QA
System Software
1 21 (19.44%) VMware ESXi
2 20 (18.52%) Active Directory
3 17 (15.74%) Hyper-V
4 16 (14.81%) VMware Infrastructure
5 9 (8.33%) Virtual Machines
6 7 (6.48%) Terminal Services
6 7 (6.48%) XenDesktop
Systems Management
1 7 (6.48%) Failover Clustering
1 7 (6.48%) SCCM
1 7 (6.48%) SCOM
1 7 (6.48%) SCVMM
1 7 (6.48%) vRealize
2 4 (3.70%) vCenter Server
3 1 (0.93%) Opscode Chef
3 1 (0.93%) Puppet
Vendors
1 28 (25.93%) Oracle
2 26 (24.07%) VMware
3 25 (23.15%) Microsoft
4 20 (18.52%) Cisco
5 19 (17.59%) Talend
6 16 (14.81%) IBM
7 7 (6.48%) Citrix
7 7 (6.48%) Dell
7 7 (6.48%) EMC
7 7 (6.48%) Hitachi
7 7 (6.48%) HP
7 7 (6.48%) NetApp
7 7 (6.48%) Red Hat
7 7 (6.48%) Snow
7 7 (6.48%) Symantec
8 6 (5.56%) SAP
9 4 (3.70%) Palo Alto