Period
to 21 October 2018

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 21 October 2018 with a comparison to the same period in the previous 2 years.

Migration
Hertfordshire > Watford
6 months to
21 Oct 2018
Same period 2017 Same period 2016
Rank 12 63 71
Rank change year-on-year +51 +8 -21
Permanent jobs citing Migration 139 36 24
As % of all permanent IT jobs advertised in Watford 14.66% 3.54% 2.47%
As % of the Processes & Methodologies category 16.51% 4.00% 2.75%
Number of salaries quoted 109 23 17
Watford median annual salary £60,000 £52,500 £55,000
Median salary % change year-on-year +14.29% -4.55% -
10th Percentile £25,000 £38,250 £34,250
90th Percentile £92,500 £67,500 £80,000
Hertfordshire median annual salary £57,500 £50,000 £60,000
% change year-on-year +15.00% -16.67% +26.32%

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 842 901 872
As % of all permanent IT jobs advertised in Watford 88.82% 88.68% 89.62%
Number of salaries quoted 699 726 743
Watford median annual salary £50,000 £50,000 £50,000
10th Percentile £27,500 £29,750 £27,500
90th Percentile £80,000 £71,250 £75,000
Hertfordshire median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +5.56%

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 21 October 2018.

Salary histogram for Migration in Watford

For the 6 months to 21 October 2018, 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 77 (55.40%) Data Migration
2 61 (43.88%) Security Cleared
3 57 (41.01%) SQL
4 54 (38.85%) Agile Software Development
4 54 (38.85%) SC Cleared
4 54 (38.85%) Scaled Agile Framework
5 50 (35.97%) C#
6 49 (35.25%) Analytical Skills
7 47 (33.81%) Data Quality
8 45 (32.37%) Problem-Solving
9 44 (31.65%) SQL Server
9 44 (31.65%) Microsoft
10 43 (30.94%) Web Services
11 41 (29.50%) Oracle
12 40 (28.78%) Amazon AWS
13 39 (28.06%) T-SQL
13 39 (28.06%) ETL
14 37 (26.62%) Data Analysis
15 36 (25.90%) PL/SQL
16 31 (22.30%) Microsoft Azure
17 30 (21.58%) Java
18 29 (20.86%) IaaS
19 28 (20.14%) VMware
20 27 (19.42%) XML
20 27 (19.42%) Windows
20 27 (19.42%) Reference Data
20 27 (19.42%) JIRA
21 26 (18.71%) Hybrid Cloud
21 26 (18.71%) Replication
22 25 (17.99%) Project Management

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 19 (13.67%) OpenStack
2 15 (10.79%) GlassFish
2 15 (10.79%) JBoss
2 15 (10.79%) MQSeries
2 15 (10.79%) WebLogic
2 15 (10.79%) WebSphere
3 14 (10.07%) Oracle SOA Suite
4 6 (4.32%) Exchange Server 2003
4 6 (4.32%) MS Exchange
5 3 (2.16%) Exchange Server 2007
5 3 (2.16%) Exchange Server 2010
5 3 (2.16%) Exchange Server 2013
5 3 (2.16%) Skype for Business
Applications
1 22 (15.83%) Microsoft Excel
1 22 (15.83%) Microsoft Project
2 20 (14.39%) Microsoft PowerPoint
Business Applications
1 5 (3.60%) SAP GRC
2 4 (2.88%) SAP ERP
2 4 (2.88%) SAP S/4HANA
3 1 (0.72%) Oracle Assets
3 1 (0.72%) Oracle Cash Management
3 1 (0.72%) Oracle Payables
3 1 (0.72%) Oracle Receivables
Cloud Services
1 40 (28.78%) Amazon AWS
2 31 (22.30%) Microsoft Azure
3 29 (20.86%) IaaS
4 25 (17.99%) PaaS
4 25 (17.99%) SaaS
5 15 (10.79%) AWS CloudFormation
6 6 (4.32%) Office 365
7 3 (2.16%) Azure Active Directory
Communications & Networking
1 24 (17.27%) Firewall
2 23 (16.55%) DNS
3 22 (15.83%) SAN
4 20 (14.39%) Internet
4 20 (14.39%) Reverse Proxy
4 20 (14.39%) TCP/IP
4 20 (14.39%) VPN
5 7 (5.04%) Cisco ASA
5 7 (5.04%) Network Security
5 7 (5.04%) VoIP
5 7 (5.04%) Wi-Fi
6 3 (2.16%) Skype
Database & Business Intelligence
1 44 (31.65%) SQL Server
2 23 (16.55%) SQL Server Reporting Services
3 21 (15.11%) PostgreSQL
4 9 (6.47%) SQL Server 2016
4 9 (6.47%) SQL Server Integration Services
5 5 (3.60%) Oracle Database
5 5 (3.60%) SAP HANA
6 4 (2.88%) Data Warehouse
7 1 (0.72%) Oracle Database 11g
Development Applications
1 27 (19.42%) JIRA
2 9 (6.47%) Subversion
3 2 (1.44%) Zephyr
General
1 12 (8.63%) French Language
1 12 (8.63%) German Language
1 12 (8.63%) Swedish Language
2 10 (7.19%) Retail
3 5 (3.60%) Legal
4 4 (2.88%) Finance
5 3 (2.16%) Manufacturing
6 1 (0.72%) General Ledger
Job Titles
1 44 (31.65%) Developer
2 36 (25.90%) Architect
3 23 (16.55%) Consultant
4 21 (15.11%) Data Migration Developer
5 20 (14.39%) Infrastructure Architect
6 18 (12.95%) Project Manager
7 16 (11.51%) Data Consultant
7 16 (11.51%) Data Migration Consultant
7 16 (11.51%) Data Migration Lead
7 16 (11.51%) Migration Consultant
7 16 (11.51%) Scrum Master
7 16 (11.51%) ScrumMaster Project Manager
8 15 (10.79%) Developer/Software Engineer
8 15 (10.79%) Graduate Software Engineer
8 15 (10.79%) Oracle Developer
8 15 (10.79%) Oracle ETL Developer
8 15 (10.79%) PostgreSQL Developer
8 15 (10.79%) Software Engineer
8 15 (10.79%) SQL Developer
8 15 (10.79%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 43 (30.94%) Web Services
2 27 (19.42%) XML
3 15 (10.79%) ActiveMQ
3 15 (10.79%) EJB
3 15 (10.79%) EJB 3.0
3 15 (10.79%) HornetQ
3 15 (10.79%) Java EE
3 15 (10.79%) Java SE
3 15 (10.79%) JMS
3 15 (10.79%) JSON
3 15 (10.79%) WebSphere MQ
4 8 (5.76%) .NET
4 8 (5.76%) ASP.NET
4 8 (5.76%) HTML
4 8 (5.76%) HTML5
5 6 (4.32%) RESTful
5 6 (4.32%) XSD
6 1 (0.72%) ODBC
Miscellaneous
1 49 (35.25%) Analytical Skills
2 27 (19.42%) Reference Data
3 26 (18.71%) Hybrid Cloud
3 26 (18.71%) Replication
4 20 (14.39%) Data Centre
5 15 (10.79%) Computer Science
6 14 (10.07%) Linux Command Line
7 10 (7.19%) Self-Motivation
8 7 (5.04%) iSeries
9 5 (3.60%) Private Cloud
10 4 (2.88%) Public Cloud
11 1 (0.72%) Greenfield Project
11 1 (0.72%) User Experience
Operating Systems
1 27 (19.42%) Windows
2 15 (10.79%) Linux
2 15 (10.79%) Unix
3 10 (7.19%) Windows Server
4 7 (5.04%) Windows Server 2012
5 3 (2.16%) Windows Server 2003
6 1 (0.72%) Windows 10
Processes & Methodologies
1 77 (55.40%) Data Migration
2 54 (38.85%) Agile Software Development
2 54 (38.85%) Scaled Agile Framework
3 45 (32.37%) Problem-Solving
4 39 (28.06%) ETL
5 37 (26.62%) Data Analysis
6 25 (17.99%) Project Management
7 24 (17.27%) Presales
8 23 (16.55%) BDD
8 23 (16.55%) TDD
8 23 (16.55%) Test Automation
9 22 (15.83%) Master Data Management
10 21 (15.11%) Data Mapping
11 20 (14.39%) SOA
12 18 (12.95%) Disaster Recovery
13 16 (11.51%) PRINCE2
13 16 (11.51%) Scrum
13 16 (11.51%) Time Management
14 15 (10.79%) Mathematics
14 15 (10.79%) Software Engineering
Programming Languages
1 57 (41.01%) SQL
2 50 (35.97%) C#
3 39 (28.06%) T-SQL
4 36 (25.90%) PL/SQL
5 30 (21.58%) Java
6 18 (12.95%) PowerShell
7 15 (10.79%) Bash Shell
7 15 (10.79%) Shell Script
8 13 (9.35%) AWK
9 8 (5.76%) JavaScript
9 8 (5.76%) VB.NET
9 8 (5.76%) VBScript
10 6 (4.32%) C++
10 6 (4.32%) VBA
11 4 (2.88%) C
Qualifications
1 61 (43.88%) Security Cleared
2 54 (38.85%) SC Cleared
3 18 (12.95%) Degree
4 15 (10.79%) PhD
5 14 (10.07%) AWS Certification
6 12 (8.63%) Master's Degree
7 10 (7.19%) CCNA
7 10 (7.19%) Cisco Certification
8 7 (5.04%) CCDA
8 7 (5.04%) CCDP
8 7 (5.04%) CCNP
8 7 (5.04%) Microsoft Certification
9 5 (3.60%) MBA
9 5 (3.60%) PMI Certification
9 5 (3.60%) PMP
10 4 (2.88%) MCSE
10 4 (2.88%) PRINCE2 Certification
11 3 (2.16%) MCP
11 3 (2.16%) MCSA
12 2 (1.44%) ISTQB
Quality Assurance & Compliance
1 47 (33.81%) Data Quality
2 5 (3.60%) PMO
3 1 (0.72%) QA
System Software
1 17 (12.23%) Hyper-V
2 13 (9.35%) Active Directory
3 11 (7.91%) VMware ESXi
4 8 (5.76%) VMware Infrastructure
Systems Management
1 15 (10.79%) Opscode Chef
1 15 (10.79%) Puppet
2 7 (5.04%) Cisco CUCM
3 4 (2.88%) SCCM
4 3 (2.16%) SCVMM
4 3 (2.16%) Single Sign-On
Vendors
1 44 (31.65%) Microsoft
2 41 (29.50%) Oracle
3 28 (20.14%) VMware
4 24 (17.27%) Talend
5 18 (12.95%) IBM
6 11 (7.91%) EMC
7 7 (5.04%) Cisco
8 5 (3.60%) SAP
9 4 (2.88%) NetApp
10 3 (2.16%) Symantec
10 3 (2.16%) Veeam