Period
to 20 November 2017

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 20 November 2017 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
20 Nov 2017
Same period 2016 Same period 2015
Rank 63 60 78
Rank change year-on-year -3 +18 +15
Contract jobs citing Data Migration 36 33 25
As % of all contract IT jobs advertised in Hertfordshire 2.31% 2.41% 1.53%
As % of the Processes & Methodologies category 2.88% 3.14% 2.03%
Number of daily rates quoted 24 22 21
Hertfordshire median daily rate £500 £394 £450
Median daily rate % change year-on-year +26.98% -12.50% -
10th Percentile £291 £183 £338
90th Percentile £596 £476 £500
East of England median daily rate £423 £423 £400
% change year-on-year - +5.63% +1.91%
Number of hourly rates quoted 1 1 2
Hertfordshire median hourly rate £15.86 £10.00 £13.00
Median hourly rate % change year-on-year +58.60% -23.08% -
East of England median hourly rate £17.50 £10.00 £13.00
% change year-on-year +75.00% -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 1250 1051 1234
As % of all contract IT jobs advertised in Hertfordshire 80.08% 76.66% 75.75%
Number of daily rates quoted 627 608 621
Hertfordshire median daily rate £400 £411 £400
Median daily rate % change year-on-year -2.74% +2.81% +6.67%
10th Percentile £213 £223 £225
90th Percentile £575 £538 £565
East of England median daily rate £425 £400 £400
% change year-on-year +6.25% - +6.67%
Number of hourly rates quoted 65 55 98
Hertfordshire median hourly rate £18.00 £31.00 £21.00
Median hourly rate % change year-on-year -41.94% +47.60% +30.45%
10th Percentile £13.00 £10.42 £9.70
90th Percentile £46.50 £53.75 £42.88
East of England median hourly rate £31.03 £31.45 £25.50
% change year-on-year -1.34% +23.33% +5.99%

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 20 November 2017.

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 20 November 2017. 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 +5 15 £500 +25.00% 2
Welwyn Garden City - 5 £463 -
Hemel Hempstead -3 3 £494 +11.27%
Hatfield -5 3 - -
Data Migration
East of England

For the 6 months to 20 November 2017, IT contractor jobs citing Data Migration also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Hertfordshire region with a requirement for Data Migration.

1 36 (100.00%) Migration
2 24 (66.67%) SQL
3 15 (41.67%) T-SQL
3 15 (41.67%) Oracle
3 15 (41.67%) SQL Server
3 15 (41.67%) Data Quality
4 12 (33.33%) Analytical Skills
5 11 (30.56%) Finance
5 11 (30.56%) Talend
5 11 (30.56%) Reference Data
5 11 (30.56%) Data Mapping
5 11 (30.56%) SC Cleared
5 11 (30.56%) Security Cleared
5 11 (30.56%) Talend Open Studio
6 8 (22.22%) SQL Server Reporting Services
7 7 (19.44%) Data Cleansing
7 7 (19.44%) C#
7 7 (19.44%) ERP
7 7 (19.44%) ETL
8 6 (16.67%) PL/SQL
8 6 (16.67%) XML
8 6 (16.67%) SAP
8 6 (16.67%) Database Tuning
9 5 (13.89%) Oracle Fusion
9 5 (13.89%) SQL Server Integration Services
10 4 (11.11%) Retail
10 4 (11.11%) Test Scripting
11 3 (8.33%) Data Conversion
11 3 (8.33%) Oracle EBS
11 3 (8.33%) Data Analysis

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 1 (2.78%) IIS
1 1 (2.78%) SAS
1 1 (2.78%) SharePoint
1 1 (2.78%) SharePoint 2013
1 1 (2.78%) Tomcat
Applications
1 3 (8.33%) Microsoft Excel
Business Applications
1 3 (8.33%) Oracle EBS
1 3 (8.33%) Oracle Procure-to-Pay
1 3 (8.33%) Oracle Receivables
2 2 (5.56%) Oracle General Ledger
2 2 (5.56%) Oracle Retail
3 1 (2.78%) Dynamics AX
3 1 (2.78%) Dynamics CRM
3 1 (2.78%) Dynamics NAV
3 1 (2.78%) Infor SunSystems
3 1 (2.78%) Oracle Assets
3 1 (2.78%) Oracle Cash Management
3 1 (2.78%) Oracle Payables
3 1 (2.78%) Unit4 Business World
Communications & Networking
1 1 (2.78%) Internet
Database & Business Intelligence
1 15 (41.67%) SQL Server
2 8 (22.22%) SQL Server Reporting Services
3 5 (13.89%) SQL Server Integration Services
4 3 (8.33%) MS Access
4 3 (8.33%) Oracle Database
5 2 (5.56%) Oracle Database 11g
5 2 (5.56%) Oracle ODI
5 2 (5.56%) Oracle Reports
5 2 (5.56%) RDBMS
5 2 (5.56%) Relational Database
5 2 (5.56%) SQL Server 2012
5 2 (5.56%) SQL Server 2014
6 1 (2.78%) Base SAS
6 1 (2.78%) Data Warehouse
6 1 (2.78%) OLAP
6 1 (2.78%) Power BI
6 1 (2.78%) SQL Server 2008
6 1 (2.78%) SQL Server 2016
6 1 (2.78%) SQL Server Analysis Services
Development Applications
1 11 (30.56%) Talend Open Studio
2 1 (2.78%) Team Foundation Server
General
1 11 (30.56%) Finance
2 4 (11.11%) Retail
3 2 (5.56%) Manufacturing
4 1 (2.78%) Financial Institution
4 1 (2.78%) General Ledger
Job Titles
1 13 (36.11%) Consultant
2 10 (27.78%) Analyst
2 10 (27.78%) Data Analyst
3 8 (22.22%) SQL Server Consultant
4 6 (16.67%) Data Migration Analyst
4 6 (16.67%) Developer
4 6 (16.67%) Migration Analyst
5 5 (13.89%) SQL Developer
6 3 (8.33%) Data Consultant
6 3 (8.33%) SAP Consultant
7 2 (5.56%) Architect
7 2 (5.56%) Oracle Project Manager
7 2 (5.56%) Oracle Technical Project Manager
7 2 (5.56%) Project Manager
7 2 (5.56%) SAP Data Consultant
7 2 (5.56%) SQL Server Developer
7 2 (5.56%) Technical Manager
7 2 (5.56%) Technical Project Manager
8 1 (2.78%) Senior Manager
8 1 (2.78%) Solutions Architect
Libraries, Frameworks & Software Standards
1 6 (16.67%) XML
2 5 (13.89%) Oracle Fusion
3 2 (5.56%) .NET
3 2 (5.56%) Oracle GoldenGate
4 1 (2.78%) ASP.NET
4 1 (2.78%) ASP.NET MVC
4 1 (2.78%) HTML
4 1 (2.78%) HTML5
4 1 (2.78%) JSP
4 1 (2.78%) MDX
4 1 (2.78%) WCF
4 1 (2.78%) Web Services
Miscellaneous
1 12 (33.33%) Analytical Skills
2 11 (30.56%) Reference Data
3 1 (2.78%) FMCG
3 1 (2.78%) Greenfield Project
3 1 (2.78%) Management Information System
Operating Systems
1 2 (5.56%) Unix
2 1 (2.78%) Windows
2 1 (2.78%) Windows 7
2 1 (2.78%) Windows 8
Processes & Methodologies
1 36 (100.00%) Migration
2 11 (30.56%) Data Mapping
3 7 (19.44%) Data Cleansing
3 7 (19.44%) ERP
3 7 (19.44%) ETL
4 6 (16.67%) Database Tuning
5 4 (11.11%) Test Scripting
6 3 (8.33%) Budgeting and Forecasting
6 3 (8.33%) Data Analysis
6 3 (8.33%) Data Conversion
6 3 (8.33%) Data Modelling
6 3 (8.33%) Procure-to-Pay
7 2 (5.56%) Agile Software Development
7 2 (5.56%) Business Intelligence
7 2 (5.56%) Change Management
7 2 (5.56%) Data Deduplication
7 2 (5.56%) E-Commerce
7 2 (5.56%) Kimball Methodology
7 2 (5.56%) System Integration Testing
7 2 (5.56%) Validation
Programming Languages
1 24 (66.67%) SQL
2 15 (41.67%) T-SQL
3 7 (19.44%) C#
4 6 (16.67%) PL/SQL
5 1 (2.78%) Java
5 1 (2.78%) JavaScript
5 1 (2.78%) Python
5 1 (2.78%) SAS Macro
Qualifications
1 11 (30.56%) SC Cleared
1 11 (30.56%) Security Cleared
2 1 (2.78%) Microsoft Certification
Quality Assurance & Compliance
1 15 (41.67%) Data Quality
2 1 (2.78%) GAAP
2 1 (2.78%) QA
Systems Management
1 1 (2.78%) Data Guard
Vendors
1 15 (41.67%) Oracle
2 11 (30.56%) Talend
3 6 (16.67%) SAP
4 2 (5.56%) Borland
4 2 (5.56%) HP
4 2 (5.56%) Microsoft
5 1 (2.78%) Apple
5 1 (2.78%) CODA
5 1 (2.78%) Dell
5 1 (2.78%) MicroStrategy
5 1 (2.78%) RedGate