Period
to 14 November 2018

The following table provides summary statistics for permanent job vacancies advertised in Watford with a requirement for Data Migration skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Migration over the 6 months to 14 November 2018 with a comparison to the same period in the previous 2 years.

Data Migration
Hertfordshire > Watford
6 months to
14 Nov 2018
Same period 2017 Same period 2016
Rank 24 96 87
Rank change year-on-year +72 -9 +7
Permanent jobs citing Data Migration 89 9 10
As % of all permanent IT jobs advertised in Watford 9.25% 0.90% 0.96%
As % of the Processes & Methodologies category 10.34% 1.03% 1.06%
Number of salaries quoted 89 4 7
Watford median annual salary £60,000 £57,500 £60,000
Median salary % change year-on-year +4.35% -4.17% +9.09%
10th Percentile £25,000 £49,375 £49,000
90th Percentile £92,500 £83,500 £80,000
Hertfordshire median annual salary £60,000 £32,500 £70,000
% change year-on-year +84.62% -53.57% +75.00%

Data 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 861 878 939
As % of all permanent IT jobs advertised in Watford 89.50% 87.71% 90.20%
Number of salaries quoted 704 721 801
Watford median annual salary £50,000 £50,000 £51,000
Median salary % change year-on-year - -1.96% +7.37%
10th Percentile £27,500 £29,750 £27,500
90th Percentile £80,000 £68,750 £75,000
Hertfordshire median annual salary £50,000 £47,500 £48,500
% change year-on-year +5.26% -2.06% +5.43%

Data Migration
Job Vacancy Trend in Watford

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

Job vacancy trend for Data Migration in Watford

Data Migration
Salary Trend in Watford

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

Salary trend for Data Migration in Watford

Data Migration
Salary Histogram in Watford

The salary distribution of IT jobs citing Data Migration in Watford over the 6 months to 14 November 2018.

Salary histogram for Data Migration in Watford

For the 6 months to 14 November 2018, IT jobs citing Data 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 Data Migration.

1 89 (100.00%) Migration
2 69 (77.53%) Security Cleared
3 62 (69.66%) SC Cleared
4 61 (68.54%) Scaled Agile Framework
4 61 (68.54%) Agile Software Development
5 55 (61.80%) SQL
6 51 (57.30%) C#
6 51 (57.30%) Data Quality
7 48 (53.93%) ETL
8 45 (50.56%) Data Analysis
8 45 (50.56%) Analytical Skills
8 45 (50.56%) Problem-Solving
9 42 (47.19%) PL/SQL
10 37 (41.57%) T-SQL
11 36 (40.45%) SQL Server
12 33 (37.08%) XML
12 33 (37.08%) Reference Data
13 31 (34.83%) JIRA
14 30 (33.71%) Talend
15 27 (30.34%) Master Data Management
15 27 (30.34%) BDD
15 27 (30.34%) Test Automation
15 27 (30.34%) TDD
15 27 (30.34%) PostgreSQL
16 25 (28.09%) Oracle
17 24 (26.97%) Data Mapping
18 21 (23.60%) JSON
19 18 (20.22%) SQL Server Reporting Services
19 18 (20.22%) Mathematics
19 18 (20.22%) Physics

Data 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:

Applications
1 16 (17.98%) Microsoft Excel
1 16 (17.98%) Microsoft PowerPoint
1 16 (17.98%) Microsoft Project
Business Applications
1 1 (1.12%) Oracle Assets
1 1 (1.12%) Oracle Cash Management
1 1 (1.12%) Oracle Payables
1 1 (1.12%) Oracle Receivables
Cloud Services
1 18 (20.22%) Amazon AWS
Database & Business Intelligence
1 36 (40.45%) SQL Server
2 27 (30.34%) PostgreSQL
3 18 (20.22%) SQL Server Reporting Services
4 12 (13.48%) SQL Server 2016
4 12 (13.48%) SQL Server Integration Services
5 1 (1.12%) Oracle Database
5 1 (1.12%) Oracle Database 11g
Development Applications
1 31 (34.83%) JIRA
2 12 (13.48%) Subversion
3 3 (3.37%) Zephyr
General
1 1 (1.12%) Finance
1 1 (1.12%) General Ledger
Job Titles
1 42 (47.19%) Developer
2 24 (26.97%) Data Migration Developer
3 18 (20.22%) Consultant
3 18 (20.22%) Data Consultant
3 18 (20.22%) Data Migration Consultant
3 18 (20.22%) Data Migration Lead
3 18 (20.22%) Developer/Software Engineer
3 18 (20.22%) ETL Developer
3 18 (20.22%) Graduate
3 18 (20.22%) Graduate Developer
3 18 (20.22%) Graduate Software Engineer
3 18 (20.22%) Migration Consultant
3 18 (20.22%) Oracle Developer
3 18 (20.22%) Oracle ETL Developer
3 18 (20.22%) PostgreSQL Developer
3 18 (20.22%) Software Engineer
3 18 (20.22%) SQL Developer
3 18 (20.22%) SQL Server Developer
4 16 (17.98%) Project Manager
4 16 (17.98%) Scrum Master
Libraries, Frameworks & Software Standards
1 33 (37.08%) XML
2 21 (23.60%) JSON
3 18 (20.22%) Web Services
4 9 (10.11%) RESTful
4 9 (10.11%) XSD
5 2 (2.25%) ODBC
Miscellaneous
1 45 (50.56%) Analytical Skills
2 33 (37.08%) Reference Data
3 18 (20.22%) Computer Science
Processes & Methodologies
1 89 (100.00%) Migration
2 61 (68.54%) Agile Software Development
2 61 (68.54%) Scaled Agile Framework
3 48 (53.93%) ETL
4 45 (50.56%) Data Analysis
4 45 (50.56%) Problem-Solving
5 27 (30.34%) BDD
5 27 (30.34%) Master Data Management
5 27 (30.34%) TDD
5 27 (30.34%) Test Automation
6 24 (26.97%) Data Mapping
7 18 (20.22%) Analytics
7 18 (20.22%) Data Analytics
7 18 (20.22%) Mathematics
7 18 (20.22%) Physics
7 18 (20.22%) Software Engineering
8 16 (17.98%) PRINCE2
8 16 (17.98%) Project Management
8 16 (17.98%) Scrum
8 16 (17.98%) Time Management
Programming Languages
1 55 (61.80%) SQL
2 51 (57.30%) C#
3 42 (47.19%) PL/SQL
4 37 (41.57%) T-SQL
5 18 (20.22%) Java
6 9 (10.11%) C++
6 9 (10.11%) VBA
Qualifications
1 69 (77.53%) Security Cleared
2 62 (69.66%) SC Cleared
3 18 (20.22%) PhD
4 3 (3.37%) ISTQB
4 3 (3.37%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 51 (57.30%) Data Quality
2 2 (2.25%) QA
Vendors
1 30 (33.71%) Talend
2 25 (28.09%) Oracle
3 16 (17.98%) Microsoft