Period
to 18 November 2018

The following table provides summary statistics for permanent job vacancies advertised in Hertfordshire 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 18 November 2018 with a comparison to the same period in the previous 2 years.

Data Migration
East of England > Hertfordshire
6 months to
18 Nov 2018
Same period 2017 Same period 2016
Rank 100 187 176
Rank change year-on-year +87 -11 +32
Permanent jobs citing Data Migration 106 28 43
As % of all permanent IT jobs advertised in Hertfordshire 2.75% 0.64% 0.96%
As % of the Processes & Methodologies category 3.04% 0.73% 1.07%
Number of salaries quoted 97 24 37
Hertfordshire median annual salary £60,000 £33,750 £70,000
Median salary % change year-on-year +77.78% -51.79% +75.00%
10th Percentile £25,000 £31,250 £55,000
90th Percentile £92,500 £62,125 £83,000
East of England median annual salary £55,000 £47,500 £60,000
% change year-on-year +15.79% -20.83% +50.00%

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 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 3,485 3,838 4,021
As % of all permanent IT jobs advertised in Hertfordshire 90.33% 87.85% 89.96%
Number of salaries quoted 2,692 3,239 3,321
Hertfordshire median annual salary £50,000 £47,500 £49,000
Median salary % change year-on-year +5.26% -3.06% +5.95%
10th Percentile £27,000 £27,200 £27,500
90th Percentile £75,000 £71,250 £72,500
East of England median annual salary £47,500 £46,902 £45,000
% change year-on-year +1.27% +4.23% -

Data Migration
Job Vacancy Trend in Hertfordshire

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

Job vacancy trend for Data Migration in Hertfordshire

Data Migration
Salary Trend in Hertfordshire

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

Salary trend for Data Migration in Hertfordshire

Data Migration
Salary Histogram in Hertfordshire

The salary distribution of IT jobs citing Data Migration in Hertfordshire over the 6 months to 18 November 2018.

Salary histogram for Data Migration in Hertfordshire

Data 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 Data Migration within the Hertfordshire region over the 6 months to 18 November 2018. 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 +69 89 £60,000 +9.09% 1
Welwyn Garden City - 8 - -
Hitchin - 1 £55,000 -
Hoddesdon - 1 £35,000 -
Data Migration
East of England

For the 6 months to 18 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 Hertfordshire region with a requirement for Data Migration.

1 106 (100.00%) Migration
2 69 (65.09%) Security Cleared
3 64 (60.38%) SQL
4 63 (59.43%) SC Cleared
5 61 (57.55%) Agile Software Development
5 61 (57.55%) Scaled Agile Framework
6 54 (50.94%) Analytical Skills
6 54 (50.94%) Data Quality
6 54 (50.94%) C#
7 52 (49.06%) Data Analysis
8 51 (48.11%) ETL
9 47 (44.34%) PL/SQL
10 46 (43.40%) Problem-Solving
11 38 (35.85%) SQL Server
11 38 (35.85%) T-SQL
12 37 (34.91%) XML
13 36 (33.96%) Oracle
14 35 (33.02%) Reference Data
15 31 (29.25%) Talend
15 31 (29.25%) JIRA
16 29 (27.36%) PostgreSQL
17 28 (26.42%) TDD
17 28 (26.42%) BDD
17 28 (26.42%) Test Automation
18 27 (25.47%) Master Data Management
19 26 (24.53%) Data Mapping
20 25 (23.58%) JSON
21 22 (20.75%) Microsoft Excel
22 19 (17.92%) SQL Server Reporting Services
23 18 (16.98%) Mathematics

Data 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 2 (1.89%) CMS
Applications
1 22 (20.75%) Microsoft Excel
2 15 (14.15%) Microsoft PowerPoint
2 15 (14.15%) Microsoft Project
3 6 (5.66%) Microsoft Office
Business Applications
1 4 (3.77%) StreamServe
2 2 (1.89%) SAP Hybris
3 1 (0.94%) Oracle Assets
3 1 (0.94%) Oracle Cash Management
3 1 (0.94%) Oracle Payables
3 1 (0.94%) Oracle Receivables
3 1 (0.94%) SAP HR
Cloud Services
1 18 (16.98%) Amazon AWS
2 1 (0.94%) SaaS
2 1 (0.94%) SuccessFactors
Database & Business Intelligence
1 38 (35.85%) SQL Server
2 29 (27.36%) PostgreSQL
3 19 (17.92%) SQL Server Reporting Services
4 13 (12.26%) SQL Server 2016
4 13 (12.26%) SQL Server Integration Services
5 4 (3.77%) Crystal Reports
5 4 (3.77%) Oracle Reports
5 4 (3.77%) QlikView
6 1 (0.94%) MS Access
6 1 (0.94%) Oracle Database
6 1 (0.94%) Oracle Database 11g
6 1 (0.94%) Relational Database
Development Applications
1 31 (29.25%) JIRA
2 13 (12.26%) Subversion
3 3 (2.83%) Zephyr
General
1 6 (5.66%) Finance
2 4 (3.77%) Manufacturing
3 1 (0.94%) Back Office
3 1 (0.94%) General Ledger
3 1 (0.94%) Marketing
3 1 (0.94%) Pharmaceutical
Job Titles
1 47 (44.34%) Developer
2 25 (23.58%) Data Migration Developer
3 19 (17.92%) ETL Developer
3 19 (17.92%) Graduate
3 19 (17.92%) Oracle Developer
3 19 (17.92%) Oracle ETL Developer
3 19 (17.92%) PostgreSQL Developer
3 19 (17.92%) SQL Developer
3 19 (17.92%) SQL Server Developer
4 18 (16.98%) Developer/Software Engineer
4 18 (16.98%) Graduate Developer
4 18 (16.98%) Graduate Software Engineer
4 18 (16.98%) Software Engineer
5 17 (16.04%) Consultant
5 17 (16.04%) Data Consultant
5 17 (16.04%) Data Migration Consultant
5 17 (16.04%) Data Migration Lead
5 17 (16.04%) Migration Consultant
5 17 (16.04%) Project Manager
6 15 (14.15%) Scrum Master
Libraries, Frameworks & Software Standards
1 37 (34.91%) XML
2 25 (23.58%) JSON
3 18 (16.98%) Web Services
4 10 (9.43%) RESTful
4 10 (9.43%) XSD
5 4 (3.77%) .NET
5 4 (3.77%) SOAP
6 2 (1.89%) HTML
6 2 (1.89%) HTML5
6 2 (1.89%) ODBC
Miscellaneous
1 54 (50.94%) Analytical Skills
2 35 (33.02%) Reference Data
3 18 (16.98%) Computer Science
4 4 (3.77%) Self-Motivation
5 2 (1.89%) Management Information System
Operating Systems
1 1 (0.94%) Linux
1 1 (0.94%) Windows
Processes & Methodologies
1 106 (100.00%) Migration
2 61 (57.55%) Agile Software Development
2 61 (57.55%) Scaled Agile Framework
3 52 (49.06%) Data Analysis
4 51 (48.11%) ETL
5 46 (43.40%) Problem-Solving
6 28 (26.42%) BDD
6 28 (26.42%) TDD
6 28 (26.42%) Test Automation
7 27 (25.47%) Master Data Management
8 26 (24.53%) Data Mapping
9 18 (16.98%) Analytics
9 18 (16.98%) Data Analytics
9 18 (16.98%) Mathematics
9 18 (16.98%) Physics
9 18 (16.98%) Software Engineering
10 17 (16.04%) Project Management
11 15 (14.15%) PRINCE2
11 15 (14.15%) Scrum
11 15 (14.15%) Time Management
Programming Languages
1 64 (60.38%) SQL
2 54 (50.94%) C#
3 47 (44.34%) PL/SQL
4 38 (35.85%) T-SQL
5 18 (16.98%) Java
6 10 (9.43%) C++
6 10 (9.43%) VBA
7 2 (1.89%) JavaScript
Qualifications
1 69 (65.09%) Security Cleared
2 63 (59.43%) SC Cleared
3 18 (16.98%) PhD
4 5 (4.72%) Degree
5 3 (2.83%) ISTQB
5 3 (2.83%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 54 (50.94%) Data Quality
2 2 (1.89%) QA
3 1 (0.94%) GDPR
3 1 (0.94%) ISO/IEC 27001
Systems Management
1 1 (0.94%) Systems Management Server (SMS)
Vendors
1 36 (33.96%) Oracle
2 31 (29.25%) Talend
3 15 (14.15%) Microsoft
4 6 (5.66%) IFS
5 3 (2.83%) SAP
6 2 (1.89%) hybris