Period
to 11 December 2018

The following table provides summary statistics for contract job vacancies advertised in Hertfordshire with a requirement for Data Migration skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Migration over the 6 months to 11 December 2018 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Migration
East of England > Hertfordshire
6 months to
11 Dec 2018
Same period 2017 Same period 2016
Rank 40 70 64
Rank change year-on-year +30 -6 +16
Contract jobs citing Data Migration 64 33 40
As % of all contract IT jobs advertised in Hertfordshire 3.99% 2.06% 2.84%
As % of the Processes & Methodologies category 4.86% 2.48% 3.63%
Number of daily rates quoted 42 22 28
Hertfordshire median daily rate £550 £445 £440
Median daily rate % change year-on-year +23.60% +1.08% -2.17%
East of England median daily rate £475 £425 £444
% change year-on-year +11.76% -4.17% +4.35%
Number of hourly rates quoted 0 1 1
Hertfordshire median hourly rate - £15.86 £10.00
Median hourly rate % change year-on-year - +58.60% -23.08%
East of England median hourly rate £32.50 £21.68 £10.00
% change year-on-year +49.91% +116.80% -23.08%

Data Migration is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Hertfordshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Hertfordshire
Contract vacancies with a requirement for process or methodology skills 1,317 1,329 1,102
As % of all contract IT jobs advertised in Hertfordshire 82.00% 82.91% 78.32%
Number of daily rates quoted 805 675 629
Hertfordshire median daily rate £425 £400 £413
Median daily rate % change year-on-year +6.25% -3.03% -
10th Percentile £205 £206 £223
90th Percentile £569 £575 £550
East of England median daily rate £450 £425 £400
% change year-on-year +5.88% +6.25% -
Number of hourly rates quoted 72 63 58
Hertfordshire median hourly rate £17.71 £19.00 £29.75
Median hourly rate % change year-on-year -6.82% -36.13% +39.98%
10th Percentile £12.51 £13.00 £10.00
90th Percentile £48.18 £47.00 £53.75
East of England median hourly rate £17.97 £33.33 £31.50
% change year-on-year -46.08% +5.81% +29.55%

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
Contractor Daily Rate Trend in Hertfordshire

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Migration in Hertfordshire.

Contractor daily rate trend for Data Migration in Hertfordshire

Data Migration
Contractor Daily Rate Histogram in Hertfordshire

The daily rate distribution of IT jobs citing Data Migration in Hertfordshire over the 6 months to 11 December 2018.

Contractor daily rate histogram for Data Migration in Hertfordshire

Data Migration
Contractor Hourly Rate Trend in Hertfordshire

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Data Migration in Hertfordshire.

Contractor hourly rate trend for Data Migration in Hertfordshire

Data Migration
Contract Job Locations in Hertfordshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Migration within the Hertfordshire region over the 6 months to 11 December 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Watford +25 34 £550 +2.33% 2
Stevenage - 10 £200 - 1
Welwyn Garden City -4 6 £488 +5.41%
Letchworth - 1 - -
Potters Bar - 1 £475 -
St Albans - 1 £215 -
Data Migration
East of England

For the 6 months to 11 December 2018, IT contractor 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 contract job ads across the Hertfordshire region with a requirement for Data Migration.

1 64 (100.00%) Migration
2 31 (48.44%) SQL
3 24 (37.50%) Security Cleared
4 23 (35.94%) SC Cleared
5 22 (34.38%) Agile Software Development
5 22 (34.38%) SQL Server
6 21 (32.81%) Oracle
6 21 (32.81%) Scaled Agile Framework
7 20 (31.25%) Test Automation
7 20 (31.25%) BDD
7 20 (31.25%) TDD
8 19 (29.69%) ETL
9 18 (28.13%) Business Intelligence
9 18 (28.13%) Data Mapping
9 18 (28.13%) JIRA
10 17 (26.56%) SharePoint
11 16 (25.00%) C#
11 16 (25.00%) PL/SQL
11 16 (25.00%) XML
11 16 (25.00%) PostgreSQL
11 16 (25.00%) Subversion
11 16 (25.00%) SQL Server Integration Services
11 16 (25.00%) Reference Data
11 16 (25.00%) SQL Server 2016
12 15 (23.44%) Electronic Patient Records
12 15 (23.44%) Health Informatics
12 15 (23.44%) Talend
12 15 (23.44%) Analytics
12 15 (23.44%) HL7
12 15 (23.44%) Informatics

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 17 (26.56%) SharePoint
2 1 (1.56%) Exchange Server 2010
2 1 (1.56%) Exchange Server 2013
2 1 (1.56%) MS Exchange
Applications
1 6 (9.38%) Microsoft Excel
2 2 (3.13%) Adobe Captivate
2 2 (3.13%) Microsoft Project
3 1 (1.56%) Microsoft Office
Business Applications
1 3 (4.69%) Lorenzo
1 3 (4.69%) SAP FI
1 3 (4.69%) SAP HR
2 2 (3.13%) Oracle 11i
2 2 (3.13%) Oracle EBS R12
2 2 (3.13%) Oracle ERP
2 2 (3.13%) Oracle Financials
2 2 (3.13%) Oracle Procure-to-Pay
3 1 (1.56%) Oracle EBS
3 1 (1.56%) ResourceLink
3 1 (1.56%) Sage 50
Cloud Services
1 4 (6.25%) SaaS
2 3 (4.69%) Office 365
2 3 (4.69%) SuccessFactors
3 1 (1.56%) IaaS
Communications & Networking
1 7 (10.94%) Remote Desktop
2 6 (9.38%) DHCP
2 6 (9.38%) DNS
3 1 (1.56%) LAN
3 1 (1.56%) SAN
3 1 (1.56%) TCP/IP
3 1 (1.56%) WAN
3 1 (1.56%) Wireless
Database & Business Intelligence
1 22 (34.38%) SQL Server
2 16 (25.00%) PostgreSQL
2 16 (25.00%) SQL Server 2016
2 16 (25.00%) SQL Server Integration Services
3 15 (23.44%) Electronic Patient Records
4 13 (20.31%) SQL Server Reporting Services
5 5 (7.81%) SQL Server Analysis Services
6 4 (6.25%) Oracle Reports
6 4 (6.25%) SQL Server 2012
7 3 (4.69%) QlikView
8 2 (3.13%) Data Warehouse
9 1 (1.56%) dBASE
9 1 (1.56%) MS Access
9 1 (1.56%) Power BI
Development Applications
1 18 (28.13%) JIRA
2 16 (25.00%) Subversion
General
1 10 (15.63%) Finance
2 2 (3.13%) Retail
3 1 (1.56%) Back Office
Job Titles
1 29 (45.31%) Developer
2 23 (35.94%) SQL Developer
3 21 (32.81%) Data Migration Developer
4 18 (28.13%) ETL Developer
5 17 (26.56%) SQL Server Developer
6 15 (23.44%) Oracle Developer
6 15 (23.44%) Oracle ETL Developer
6 15 (23.44%) PostgreSQL Developer
7 13 (20.31%) Analyst
8 9 (14.06%) Project Manager
9 7 (10.94%) Data Analyst
9 7 (10.94%) Data Migration Analyst
9 7 (10.94%) Migration Analyst
10 5 (7.81%) Analyst Developer
10 5 (7.81%) Developer Analyst
10 5 (7.81%) SQL Analyst
10 5 (7.81%) SQL Data Analyst
11 4 (6.25%) Technical Manager
12 3 (4.69%) CRM Manager
12 3 (4.69%) CRM Project Manager
Libraries, Frameworks & Software Standards
1 16 (25.00%) XML
2 10 (15.63%) JSON
3 5 (7.81%) Oracle Fusion
4 1 (1.56%) .NET
4 1 (1.56%) REST
4 1 (1.56%) SOAP
4 1 (1.56%) Web Services
4 1 (1.56%) XSD
Miscellaneous
1 16 (25.00%) Reference Data
2 15 (23.44%) e-Health
2 15 (23.44%) LIMS
2 15 (23.44%) NHS
2 15 (23.44%) PACS
3 13 (20.31%) Analytical Skills
4 1 (1.56%) Analytical Mindset
4 1 (1.56%) Clustering
4 1 (1.56%) e-Learning
4 1 (1.56%) Enterprise Storage
4 1 (1.56%) FMCG
4 1 (1.56%) Greenfield Project
4 1 (1.56%) Management Information System
Operating Systems
1 11 (17.19%) Windows
2 10 (15.63%) Windows Server
3 8 (12.50%) Windows Server 2003
3 8 (12.50%) Windows Server 2008
4 7 (10.94%) Windows 10
4 7 (10.94%) Windows 7
5 1 (1.56%) Unix
5 1 (1.56%) Windows Server 2012
Processes & Methodologies
1 64 (100.00%) Migration
2 22 (34.38%) Agile Software Development
3 21 (32.81%) Scaled Agile Framework
4 20 (31.25%) BDD
4 20 (31.25%) TDD
4 20 (31.25%) Test Automation
5 19 (29.69%) ETL
6 18 (28.13%) Business Intelligence
6 18 (28.13%) Data Mapping
7 15 (23.44%) Analytics
7 15 (23.44%) Health Informatics
7 15 (23.44%) Informatics
8 14 (21.88%) Problem-Solving
9 8 (12.50%) Data Modelling
10 7 (10.94%) Data Cleansing
11 6 (9.38%) Server Patching
12 5 (7.81%) Analytical Thinking
12 5 (7.81%) ERP
12 5 (7.81%) Procure-to-Pay
12 5 (7.81%) Statistics
Programming Languages
1 31 (48.44%) SQL
2 16 (25.00%) C#
2 16 (25.00%) PL/SQL
3 15 (23.44%) T-SQL
4 1 (1.56%) FoxPro (VFP)
Qualifications
1 24 (37.50%) Security Cleared
2 23 (35.94%) SC Cleared
3 6 (9.38%) Microsoft Certification
4 1 (1.56%) Degree
Quality Assurance & Compliance
1 15 (23.44%) HL7
2 6 (9.38%) Data Quality
System Software
1 10 (15.63%) Active Directory
2 1 (1.56%) Hyper-V
Systems Management
1 1 (1.56%) SCCM
1 1 (1.56%) SCOM
Vendors
1 21 (32.81%) Oracle
2 15 (23.44%) Talend
3 13 (20.31%) Microsoft
4 7 (10.94%) SAP
5 2 (3.13%) Adobe
6 1 (1.56%) Aerohive Networks
6 1 (1.56%) Aruba
6 1 (1.56%) CheckPoint
6 1 (1.56%) Cisco
6 1 (1.56%) HP
6 1 (1.56%) NGA Human Resources
6 1 (1.56%) Sage
6 1 (1.56%) Tableau
6 1 (1.56%) VMware
6 1 (1.56%) Workday