Period
to 15 December 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 15 December 2018 with a comparison to the same period in the previous 2 years.

Migration
Hertfordshire > Watford
6 months to
15 Dec 2018
Same period 2017 Same period 2016
Rank 10 65 72
Rank change year-on-year +55 +7 -21
Permanent jobs citing Migration 165 27 20
As % of all permanent IT jobs advertised in Watford 17.61% 2.91% 1.99%
As % of the Processes & Methodologies category 19.50% 3.25% 2.16%
Number of salaries quoted 132 24 10
Watford median annual salary £60,000 £48,750 £57,500
Median salary % change year-on-year +23.08% -15.22% +4.55%
10th Percentile £25,000 £36,625 £38,500
90th Percentile £92,500 £61,250 £77,750
Hertfordshire median annual salary £60,000 £45,000 £57,500
% change year-on-year +33.33% -21.74% +21.05%

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 846 830 927
As % of all permanent IT jobs advertised in Watford 90.29% 89.44% 92.33%
Number of salaries quoted 686 690 788
Watford median annual salary £50,000 £50,000 £52,500
Median salary % change year-on-year - -4.76% +10.53%
10th Percentile £27,500 £29,750 £28,000
90th Percentile £80,000 £67,500 £75,000
Hertfordshire median annual salary £50,000 £47,500 £50,000
% change year-on-year +5.26% -5.00% +8.40%

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 15 December 2018.

Salary histogram for Migration in Watford

For the 6 months to 15 December 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 98 (59.39%) Data Migration
2 76 (46.06%) SQL
3 74 (44.85%) Security Cleared
4 68 (41.21%) SC Cleared
4 68 (41.21%) Agile Software Development
4 68 (41.21%) Scaled Agile Framework
5 65 (39.39%) Analytical Skills
6 64 (38.79%) C#
7 61 (36.97%) Data Quality
7 61 (36.97%) Problem-Solving
8 58 (35.15%) ETL
9 57 (34.55%) SQL Server
10 49 (29.70%) T-SQL
11 47 (28.48%) Data Analysis
12 46 (27.88%) PL/SQL
12 46 (27.88%) Oracle
12 46 (27.88%) Microsoft
13 44 (26.67%) Web Services
13 44 (26.67%) XML
14 39 (23.64%) Amazon AWS
15 38 (23.03%) JIRA
15 38 (23.03%) Reference Data
16 35 (21.21%) TDD
16 35 (21.21%) BDD
16 35 (21.21%) Test Automation
17 34 (20.61%) Talend
18 33 (20.00%) Microsoft Azure
19 32 (19.39%) PostgreSQL
20 31 (18.79%) VMware
20 31 (18.79%) Java

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 17 (10.30%) OpenStack
2 13 (7.88%) GlassFish
2 13 (7.88%) JBoss
2 13 (7.88%) MQSeries
2 13 (7.88%) WebLogic
2 13 (7.88%) WebSphere
3 12 (7.27%) Exchange Server 2003
3 12 (7.27%) MS Exchange
3 12 (7.27%) Oracle SOA Suite
4 7 (4.24%) Skype for Business
5 5 (3.03%) Exchange Server 2007
5 5 (3.03%) Exchange Server 2010
5 5 (3.03%) Exchange Server 2013
6 3 (1.82%) Apache
Applications
1 21 (12.73%) Microsoft Excel
1 21 (12.73%) Microsoft Project
2 17 (10.30%) Microsoft PowerPoint
Business Applications
1 2 (1.21%) SAP GRC
1 2 (1.21%) SAP S/4HANA
2 1 (0.61%) Oracle Assets
2 1 (0.61%) Oracle Cash Management
2 1 (0.61%) Oracle Payables
2 1 (0.61%) Oracle Receivables
2 1 (0.61%) SAP ERP
Cloud Services
1 39 (23.64%) Amazon AWS
2 33 (20.00%) Microsoft Azure
3 28 (16.97%) IaaS
4 25 (15.15%) PaaS
4 25 (15.15%) SaaS
5 13 (7.88%) AWS CloudFormation
6 12 (7.27%) Office 365
7 7 (4.24%) Azure Active Directory
Communications & Networking
1 23 (13.94%) DNS
2 19 (11.52%) Firewall
3 18 (10.91%) Internet
3 18 (10.91%) Reverse Proxy
3 18 (10.91%) TCP/IP
3 18 (10.91%) VPN
4 17 (10.30%) SAN
5 7 (4.24%) Skype
6 4 (2.42%) Cisco ASA
6 4 (2.42%) Network Security
6 4 (2.42%) VoIP
6 4 (2.42%) Wi-Fi
Database & Business Intelligence
1 57 (34.55%) SQL Server
2 32 (19.39%) PostgreSQL
3 30 (18.18%) SQL Server Reporting Services
4 16 (9.70%) SQL Server 2016
4 16 (9.70%) SQL Server Integration Services
5 5 (3.03%) Oracle Database
6 4 (2.42%) Data Warehouse
7 3 (1.82%) MySQL
7 3 (1.82%) SAP HANA
8 1 (0.61%) Oracle Database 11g
Development Applications
1 38 (23.03%) JIRA
2 16 (9.70%) Subversion
3 7 (4.24%) Zephyr
4 3 (1.82%) gulp
General
1 10 (6.06%) French Language
1 10 (6.06%) German Language
1 10 (6.06%) Swedish Language
2 7 (4.24%) Retail
3 4 (2.42%) Finance
4 3 (1.82%) Manufacturing
5 2 (1.21%) Legal
6 1 (0.61%) General Ledger
Job Titles
1 60 (36.36%) Developer
2 36 (21.82%) Architect
3 32 (19.39%) Consultant
4 28 (16.97%) Data Migration Developer
5 22 (13.33%) ETL Developer
5 22 (13.33%) Oracle Developer
5 22 (13.33%) Oracle ETL Developer
5 22 (13.33%) PostgreSQL Developer
5 22 (13.33%) SQL Developer
5 22 (13.33%) SQL Server Developer
6 19 (11.52%) Data Consultant
6 19 (11.52%) Data Migration Consultant
6 19 (11.52%) Data Migration Lead
6 19 (11.52%) Migration Consultant
7 18 (10.91%) Data Architect
7 18 (10.91%) Developer/Software Engineer
7 18 (10.91%) Graduate
7 18 (10.91%) Graduate Developer
7 18 (10.91%) Infrastructure Architect
7 18 (10.91%) Software Engineer
Libraries, Frameworks & Software Standards
1 44 (26.67%) Web Services
1 44 (26.67%) XML
2 26 (15.76%) JSON
3 13 (7.88%) ActiveMQ
3 13 (7.88%) EJB
3 13 (7.88%) EJB 3.0
3 13 (7.88%) HornetQ
3 13 (7.88%) Java EE
3 13 (7.88%) Java SE
3 13 (7.88%) JMS
3 13 (7.88%) WebSphere MQ
4 11 (6.67%) HTML
4 11 (6.67%) HTML5
5 10 (6.06%) RESTful
5 10 (6.06%) XSD
6 8 (4.85%) .NET
6 8 (4.85%) ASP.NET
7 6 (3.64%) ODBC
7 6 (3.64%) REST
7 6 (3.64%) SOAP
Miscellaneous
1 65 (39.39%) Analytical Skills
2 38 (23.03%) Reference Data
3 21 (12.73%) Hybrid Cloud
3 21 (12.73%) Replication
4 14 (8.48%) Data Centre
5 12 (7.27%) Linux Command Line
6 8 (4.85%) Self-Motivation
7 7 (4.24%) Greenfield Project
8 4 (2.42%) iSeries
9 3 (1.82%) Private Cloud
10 2 (1.21%) Public Cloud
11 1 (0.61%) User Experience
Operating Systems
1 28 (16.97%) Windows
2 16 (9.70%) Linux
3 13 (7.88%) Unix
4 11 (6.67%) Windows Server
5 7 (4.24%) Windows Server 2003
6 4 (2.42%) Windows Server 2012
7 1 (0.61%) Windows 10
Processes & Methodologies
1 98 (59.39%) Data Migration
2 68 (41.21%) Agile Software Development
2 68 (41.21%) Scaled Agile Framework
3 61 (36.97%) Problem-Solving
4 58 (35.15%) ETL
5 47 (28.48%) Data Analysis
6 35 (21.21%) BDD
6 35 (21.21%) TDD
6 35 (21.21%) Test Automation
7 29 (17.58%) Master Data Management
8 28 (16.97%) Data Mapping
9 27 (16.36%) Presales
10 24 (14.55%) Project Management
11 18 (10.91%) Analytics
11 18 (10.91%) Computer Science
11 18 (10.91%) Data Analytics
11 18 (10.91%) Mathematics
11 18 (10.91%) Physics
11 18 (10.91%) SOA
11 18 (10.91%) Software Engineering
Programming Languages
1 76 (46.06%) SQL
2 64 (38.79%) C#
3 49 (29.70%) T-SQL
4 46 (27.88%) PL/SQL
5 31 (18.79%) Java
6 18 (10.91%) PowerShell
7 13 (7.88%) Bash Shell
7 13 (7.88%) Shell Script
8 11 (6.67%) AWK
8 11 (6.67%) JavaScript
9 10 (6.06%) C++
9 10 (6.06%) VBA
10 8 (4.85%) VB.NET
10 8 (4.85%) VBScript
11 3 (1.82%) PHP
12 2 (1.21%) C
Qualifications
1 74 (44.85%) Security Cleared
2 68 (41.21%) SC Cleared
3 18 (10.91%) PhD
4 13 (7.88%) Degree
5 12 (7.27%) AWS Certification
6 9 (5.45%) CCNA
6 9 (5.45%) Cisco Certification
6 9 (5.45%) Microsoft Certification
7 7 (4.24%) ISTQB
7 7 (4.24%) ISTQB Foundation Certification
7 7 (4.24%) Master's Degree
8 5 (3.03%) MBA
8 5 (3.03%) MCP
8 5 (3.03%) MCSA
8 5 (3.03%) PMI Certification
8 5 (3.03%) PMP
9 4 (2.42%) CCDA
9 4 (2.42%) CCDP
9 4 (2.42%) CCNP
9 4 (2.42%) PRINCE2 Certification
Quality Assurance & Compliance
1 61 (36.97%) Data Quality
2 6 (3.64%) QA
3 5 (3.03%) PMO
System Software
1 23 (13.94%) Hyper-V
2 16 (9.70%) Active Directory
3 14 (8.48%) VMware Infrastructure
4 11 (6.67%) VMware ESXi
Systems Management
1 13 (7.88%) Opscode Chef
1 13 (7.88%) Puppet
2 8 (4.85%) SCCM
3 7 (4.24%) SCVMM
3 7 (4.24%) Single Sign-On
4 4 (2.42%) Cisco CUCM
Vendors
1 46 (27.88%) Microsoft
1 46 (27.88%) Oracle
2 34 (20.61%) Talend
3 31 (18.79%) VMware
4 15 (9.09%) IBM
5 8 (4.85%) EMC
6 7 (4.24%) Symantec
6 7 (4.24%) Veeam
7 4 (2.42%) Cisco
7 4 (2.42%) NetApp
8 3 (1.82%) SAP
8 3 (1.82%) Zend