Period
to 21 March 2019

The following table provides summary statistics for contract job vacancies advertised in Reading 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 21 March 2019 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
Berkshire > Reading
6 months to
21 Mar 2019
Same period 2018 Same period 2017
Rank 71 69 65
Rank change year-on-year -2 -4 +33
Contract jobs citing Data Migration 25 21 30
As % of all contract IT jobs advertised in Reading 1.69% 1.67% 2.12%
As % of the Processes & Methodologies category 1.95% 1.98% 2.58%
Number of daily rates quoted 19 18 14
Reading median daily rate £450 £538 £450
Median daily rate % change year-on-year -16.28% +19.44% -
10th Percentile £375 £337 £406
90th Percentile £578 £623 £544
Berkshire median daily rate £435 £450 £450
% change year-on-year -3.33% - +2.27%
Number of hourly rates quoted 0 0 3
Reading median hourly rate - - £17.50
Berkshire median hourly rate £46.00 - £17.50

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 Reading with a requirement for process or methodology skills.

All Process and Methodology Skills
Reading
Contract vacancies with a requirement for process or methodology skills 1,279 1,061 1,161
As % of all contract IT jobs advertised in Reading 86.65% 84.61% 82.22%
Number of daily rates quoted 742 649 574
Reading median daily rate £461 £413 £413
Median daily rate % change year-on-year +11.82% - +3.13%
10th Percentile £300 £263 £225
90th Percentile £620 £588 £550
Berkshire median daily rate £450 £425 £413
% change year-on-year +5.88% +3.03% +3.13%
Number of hourly rates quoted 30 25 45
Reading median hourly rate £43.75 £15.00 £18.00
Median hourly rate % change year-on-year +191.67% -16.67% -41.75%
10th Percentile £16.25 £11.25 £13.00
90th Percentile £55.88 £48.25 £55.65
Berkshire median hourly rate £17.50 £13.75 £16.00
% change year-on-year +27.27% -14.06% -25.75%

Data Migration
Job Vacancy Trend in Reading

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

Job vacancy trend for Data Migration in Reading

Data Migration
Contractor Daily Rate Trend in Reading

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

Contractor daily rate trend for Data Migration in Reading

Data Migration
Contractor Daily Rate Histogram in Reading

The daily rate distribution of IT jobs citing Data Migration in Reading over the 6 months to 21 March 2019.

Contractor daily rate histogram for Data Migration in Reading

Data Migration
Contractor Hourly Rate Trend in Reading

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

Contractor hourly rate trend for Data Migration in Reading

For the 6 months to 21 March 2019, 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 Reading region with a requirement for Data Migration.

1 25 (100.00%) Migration
2 9 (36.00%) SQL
3 7 (28.00%) CRM
4 6 (24.00%) SAP
5 5 (20.00%) Oracle
5 5 (20.00%) ERP
5 5 (20.00%) Salesforce.com
6 4 (16.00%) Maximo
6 4 (16.00%) Asset Management
6 4 (16.00%) Data Analysis
6 4 (16.00%) Data Modelling
6 4 (16.00%) ABAP
6 4 (16.00%) SAP ERP
6 4 (16.00%) SAP Implementation
6 4 (16.00%) HP Quality Center
6 4 (16.00%) User Experience
6 4 (16.00%) IDoc
7 3 (12.00%) Oracle Database
7 3 (12.00%) Data Cleansing
7 3 (12.00%) Microsoft Excel
7 3 (12.00%) ETL
7 3 (12.00%) SAP PP
7 3 (12.00%) Project Management
7 3 (12.00%) Finance
8 2 (8.00%) Validation
8 2 (8.00%) GAP Analysis
8 2 (8.00%) Teradata
8 2 (8.00%) Regression Testing
8 2 (8.00%) Toad
8 2 (8.00%) Business Intelligence

Data Migration
Co-occurring IT Skills in Reading 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 3 (12.00%) Microsoft Excel
Business Applications
1 4 (16.00%) Maximo
1 4 (16.00%) SAP ERP
2 3 (12.00%) SAP PP
3 1 (4.00%) Oracle CRM
3 1 (4.00%) Oracle Financials
3 1 (4.00%) Oracle Retail
3 1 (4.00%) SAP EWM
3 1 (4.00%) SAP MM
3 1 (4.00%) SAP SD
Cloud Services
1 1 (4.00%) G Suite
Database & Business Intelligence
1 3 (12.00%) Oracle Database
2 2 (8.00%) Oracle Database 12c
2 2 (8.00%) Oracle ODI
3 1 (4.00%) Apache Hive
3 1 (4.00%) Big Data
3 1 (4.00%) Data Warehouse
3 1 (4.00%) Hadoop
3 1 (4.00%) PostgreSQL
Development Applications
1 2 (8.00%) Git (software)
1 2 (8.00%) Subversion
1 2 (8.00%) Team Foundation Server
1 2 (8.00%) Toad
2 1 (4.00%) JIRA
General
1 3 (12.00%) Finance
2 1 (4.00%) Pharmaceutical
2 1 (4.00%) Retail
2 1 (4.00%) Telecoms
Job Titles
1 9 (36.00%) Consultant
2 7 (28.00%) Analyst
3 5 (20.00%) SAP Consultant
4 4 (16.00%) Maximo Consultant
4 4 (16.00%) Project Manager
5 3 (12.00%) Business Analyst
5 3 (12.00%) Data Analyst
6 2 (8.00%) Developer
6 2 (8.00%) SAP PP Consultant
6 2 (8.00%) SAP QM Consultant
6 2 (8.00%) Senior Manager
6 2 (8.00%) Senior Project Manager
6 2 (8.00%) SQL Developer
6 2 (8.00%) Tableau Developer
7 1 (4.00%) Data Migration Lead
7 1 (4.00%) Excel Analyst
7 1 (4.00%) Migration Analyst
7 1 (4.00%) Migration Manager
7 1 (4.00%) SQL BI Developer
7 1 (4.00%) Validation Analyst
Libraries, Frameworks & Software Standards
1 4 (16.00%) IDoc
2 1 (4.00%) Flash
2 1 (4.00%) Middleware
Miscellaneous
1 4 (16.00%) User Experience
2 1 (4.00%) Analytical Skills
2 1 (4.00%) EPoS
2 1 (4.00%) Life Science
2 1 (4.00%) NHS
2 1 (4.00%) Self-Motivation
Processes & Methodologies
1 25 (100.00%) Migration
2 7 (28.00%) CRM
3 5 (20.00%) ERP
4 4 (16.00%) Asset Management
4 4 (16.00%) Data Analysis
4 4 (16.00%) Data Modelling
4 4 (16.00%) SAP Implementation
5 3 (12.00%) Data Cleansing
5 3 (12.00%) ETL
5 3 (12.00%) Project Management
6 2 (8.00%) Analytics
6 2 (8.00%) Business Intelligence
6 2 (8.00%) Data Analytics
6 2 (8.00%) Data Transformation
6 2 (8.00%) GAP Analysis
6 2 (8.00%) Regression Testing
6 2 (8.00%) Scenario Testing
6 2 (8.00%) User Acceptance Testing
6 2 (8.00%) Validation
7 1 (4.00%) Decision-Making
Programming Languages
1 9 (36.00%) SQL
2 4 (16.00%) ABAP
3 2 (8.00%) Java
3 2 (8.00%) PL/SQL
4 1 (4.00%) ANSI SQL
Quality Assurance & Compliance
1 2 (8.00%) QA
2 1 (4.00%) Data Quality
System Software
1 1 (4.00%) Active Directory
Systems Management
1 4 (16.00%) HP Quality Center
2 1 (4.00%) AirWatch
Vendors
1 6 (24.00%) SAP
2 5 (20.00%) Oracle
2 5 (20.00%) Salesforce.com
3 2 (8.00%) Tableau
3 2 (8.00%) Teradata
4 1 (4.00%) Google
4 1 (4.00%) Informatica
4 1 (4.00%) Microsoft
4 1 (4.00%) Okta
4 1 (4.00%) VMware
4 1 (4.00%) Workday