Period
to 21 January 2019

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 21 January 2019 with a comparison to the same period in the previous 2 years.

Data Migration
East of England > Hertfordshire
6 months to
21 Jan 2019
Same period 2018 Same period 2017
Rank 92 174 175
Rank change year-on-year +82 +1 +18
Permanent jobs citing Data Migration 105 34 40
As % of all permanent IT jobs advertised in Hertfordshire 2.94% 0.76% 0.91%
As % of the Processes & Methodologies category 3.30% 0.85% 1.01%
Number of salaries quoted 100 33 33
Hertfordshire median annual salary £60,000 £42,500 £70,000
Median salary % change year-on-year +41.18% -39.29% +75.00%
10th Percentile £25,000 £31,250 £51,250
90th Percentile £92,500 £62,500 £85,500
East of England median annual salary £60,000 £48,750 £57,500
% change year-on-year +23.08% -15.22% +27.78%

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 3,179 3,999 3,978
As % of all permanent IT jobs advertised in Hertfordshire 89.00% 89.52% 90.49%
Number of salaries quoted 2,462 3,392 3,283
Hertfordshire median annual salary £50,000 £50,000 £50,000
10th Percentile £26,250 £27,000 £27,000
90th Percentile £75,000 £71,250 £72,500
East of England median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% -

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 21 January 2019.

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 21 January 2019. 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 +55 92 £60,000 +26.32% 1
Welwyn Garden City - 5 - -
Stevenage -4 2 £37,500 +15.38% 1
Hitchin - 1 £55,000 -
Data Migration
East of England

For the 6 months to 21 January 2019, 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.

1 105 (100.00%) Migration
2 66 (62.86%) Security Cleared
3 65 (61.90%) SQL
4 63 (60.00%) SC Cleared
5 61 (58.10%) ETL
6 59 (56.19%) Agile Software Development
6 59 (56.19%) Scaled Agile Framework
7 58 (55.24%) Analytical Skills
8 54 (51.43%) Data Quality
9 52 (49.52%) C#
9 52 (49.52%) Problem-Solving
10 50 (47.62%) Data Analysis
11 45 (42.86%) PL/SQL
12 42 (40.00%) SQL Server
13 39 (37.14%) JIRA
14 38 (36.19%) T-SQL
15 36 (34.29%) XML
16 34 (32.38%) Oracle
16 34 (32.38%) Reference Data
16 34 (32.38%) Talend
17 32 (30.48%) Test Automation
17 32 (30.48%) BDD
17 32 (30.48%) PostgreSQL
17 32 (30.48%) TDD
18 30 (28.57%) Master Data Management
19 29 (27.62%) JSON
20 24 (22.86%) Data Mapping
21 21 (20.00%) SQL Server Reporting Services
22 19 (18.10%) SQL Server 2016
22 19 (18.10%) SQL Server Integration Services

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:

Applications
1 17 (16.19%) Microsoft Excel
2 12 (11.43%) Microsoft PowerPoint
2 12 (11.43%) Microsoft Project
3 5 (4.76%) Microsoft Office
Business Applications
1 4 (3.81%) StreamServe
2 1 (0.95%) Oracle Assets
2 1 (0.95%) Oracle Cash Management
2 1 (0.95%) Oracle Payables
2 1 (0.95%) Oracle Receivables
Cloud Services
1 15 (14.29%) Amazon AWS
Database & Business Intelligence
1 42 (40.00%) SQL Server
2 32 (30.48%) PostgreSQL
3 21 (20.00%) SQL Server Reporting Services
4 19 (18.10%) SQL Server 2016
4 19 (18.10%) SQL Server Integration Services
5 4 (3.81%) Crystal Reports
5 4 (3.81%) Oracle Reports
5 4 (3.81%) QlikView
6 2 (1.90%) MySQL
7 1 (0.95%) Oracle Database
7 1 (0.95%) Oracle Database 11g
Development Applications
1 39 (37.14%) JIRA
2 19 (18.10%) Subversion
3 8 (7.62%) Zephyr
4 2 (1.90%) Visual Studio
General
1 6 (5.71%) Finance
2 4 (3.81%) Manufacturing
3 2 (1.90%) Pharmaceutical
4 1 (0.95%) General Ledger
4 1 (0.95%) Marketing
Job Titles
1 47 (44.76%) Developer
2 24 (22.86%) Data Migration Developer
3 22 (20.95%) ETL Developer
3 22 (20.95%) Oracle Developer
3 22 (20.95%) Oracle ETL Developer
3 22 (20.95%) PostgreSQL Developer
3 22 (20.95%) SQL Developer
3 22 (20.95%) SQL Server Developer
4 20 (19.05%) Consultant
4 20 (19.05%) Data Consultant
4 20 (19.05%) Data Migration Consultant
4 20 (19.05%) Data Migration Lead
4 20 (19.05%) Migration Consultant
5 15 (14.29%) Developer/Software Engineer
5 15 (14.29%) Graduate
5 15 (14.29%) Graduate Developer
5 15 (14.29%) Graduate Software Engineer
5 15 (14.29%) Software Engineer
6 13 (12.38%) Analyst
6 13 (12.38%) Data Analyst
Libraries, Frameworks & Software Standards
1 36 (34.29%) XML
2 29 (27.62%) JSON
3 15 (14.29%) Web Services
4 10 (9.52%) RESTful
4 10 (9.52%) XSD
5 8 (7.62%) ODBC
6 6 (5.71%) .NET
6 6 (5.71%) SOAP
7 5 (4.76%) HTML
8 3 (2.86%) CSS
8 3 (2.86%) Laravel
9 2 (1.90%) Vue.js
10 1 (0.95%) J2EE
10 1 (0.95%) Symfony
Miscellaneous
1 58 (55.24%) Analytical Skills
2 34 (32.38%) Reference Data
3 4 (3.81%) Self-Motivation
4 1 (0.95%) Enterprise Software
Operating Systems
1 1 (0.95%) Linux
1 1 (0.95%) Windows
Processes & Methodologies
1 105 (100.00%) Migration
2 61 (58.10%) ETL
3 59 (56.19%) Agile Software Development
3 59 (56.19%) Scaled Agile Framework
4 52 (49.52%) Problem-Solving
5 50 (47.62%) Data Analysis
6 32 (30.48%) BDD
6 32 (30.48%) TDD
6 32 (30.48%) Test Automation
7 30 (28.57%) Master Data Management
8 24 (22.86%) Data Mapping
9 15 (14.29%) Analytics
9 15 (14.29%) Computer Science
9 15 (14.29%) Data Analytics
9 15 (14.29%) Mathematics
9 15 (14.29%) Physics
9 15 (14.29%) Software Engineering
10 12 (11.43%) Project Management
10 12 (11.43%) Scrum
10 12 (11.43%) Time Management
Programming Languages
1 65 (61.90%) SQL
2 52 (49.52%) C#
3 45 (42.86%) PL/SQL
4 38 (36.19%) T-SQL
5 17 (16.19%) Java
6 12 (11.43%) C++
7 10 (9.52%) VBA
8 4 (3.81%) JavaScript
9 3 (2.86%) PHP
10 1 (0.95%) C
Qualifications
1 66 (62.86%) Security Cleared
2 63 (60.00%) SC Cleared
3 15 (14.29%) PhD
4 8 (7.62%) ISTQB
4 8 (7.62%) ISTQB Foundation Certification
5 4 (3.81%) Degree
Quality Assurance & Compliance
1 54 (51.43%) Data Quality
2 8 (7.62%) QA
3 1 (0.95%) GDPR
3 1 (0.95%) HL7
3 1 (0.95%) ISO/IEC 27001
Vendors
1 34 (32.38%) Oracle
1 34 (32.38%) Talend
2 12 (11.43%) Microsoft
3 4 (3.81%) IFS