Period
to 23 July 2018

The following table provides summary statistics for contract job vacancies advertised in Berkshire 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 23 July 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
South East > Berkshire
6 months to
23 Jul 2018
Same period 2017 Same period 2016
Rank 90 69 78
Rank change year-on-year -21 +9 +40
Contract jobs citing Data Migration 85 88 115
As % of all contract IT jobs advertised in Berkshire 2.15% 2.33% 2.35%
As % of the Processes & Methodologies category 2.52% 2.83% 2.89%
Number of daily rates quoted 44 53 60
Berkshire median daily rate £500 £450 £425
Median daily rate % change year-on-year +11.11% +5.88% +1.19%
10th Percentile £352 £351 £321
90th Percentile £600 £575 £569
South East median daily rate £425 £450 £400
% change year-on-year -5.56% +12.50% +1.27%
Number of hourly rates quoted 2 4 2
Berkshire median hourly rate £49.75 £17.50 £14.19
Median hourly rate % change year-on-year +184.29% +23.35% -
10th Percentile £43.28 £14.35 £8.94
90th Percentile £56.43 £29.40 £19.48
South East median hourly rate £44.50 £17.50 £15.25
% change year-on-year +154.29% +14.75% -

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 Berkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Berkshire
Contract vacancies with a requirement for process or methodology skills 3,379 3,106 3,986
As % of all contract IT jobs advertised in Berkshire 85.37% 82.17% 81.48%
Number of daily rates quoted 1,710 1,488 2,125
Berkshire median daily rate £425 £425 £408
Median daily rate % change year-on-year - +4.29% +6.54%
10th Percentile £268 £253 £256
90th Percentile £588 £575 £550
South East median daily rate £438 £420 £400
% change year-on-year +4.17% +5.00% +5.26%
Number of hourly rates quoted 81 130 124
Berkshire median hourly rate £22.00 £15.00 £16.00
Median hourly rate % change year-on-year +46.67% -6.25% -28.89%
10th Percentile £8.00 £11.67 £10.65
90th Percentile £50.00 £41.20 £43.28
South East median hourly rate £25.12 £19.78 £23.75
% change year-on-year +27.00% -16.72% +7.95%

Data Migration
Job Vacancy Trend in Berkshire

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

Job vacancy trend for Data Migration in Berkshire

Data Migration
Contractor Daily Rate Trend in Berkshire

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

Contractor daily rate trend for Data Migration in Berkshire

Data Migration
Contractor Daily Rate Histogram in Berkshire

The daily rate distribution of IT jobs citing Data Migration in Berkshire over the 6 months to 23 July 2018.

Contractor daily rate histogram for Data Migration in Berkshire

Data Migration
Contractor Hourly Rate Trend in Berkshire

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

Contractor hourly rate trend for Data Migration in Berkshire

Data Migration
Contractor Hourly Rate Histogram in Berkshire

The hourly rate distribution of IT jobs citing Data Migration in Berkshire over the 6 months to 23 July 2018.

Contractor hourly rate histogram for Data Migration in Berkshire

Data Migration
Contract Job Locations in Berkshire

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 Berkshire region over the 6 months to 23 July 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
Reading -16 25 £550 +10.55% 9
Bracknell +1 13 £434 +261.46% 2
Newbury -10 13 £525 +25.37% 1
Maidenhead -4 11 £475 -13.64%
Slough -5 6 £500 +11.11%
Data Migration
South East

For the 6 months to 23 July 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 Berkshire region with a requirement for Data Migration.

1 85 (100.00%) Migration
2 30 (35.29%) SQL
3 19 (22.35%) Oracle
3 19 (22.35%) SQL Server
3 19 (22.35%) SAP
4 17 (20.00%) ERP
5 16 (18.82%) Data Modelling
5 16 (18.82%) Data Cleansing
6 14 (16.47%) ETL
7 13 (15.29%) Agile Software Development
8 12 (14.12%) Microsoft Excel
9 11 (12.94%) Data Analysis
9 11 (12.94%) Stakeholder Management
9 11 (12.94%) Change Management
9 11 (12.94%) SAP Data Services
10 10 (11.76%) Data Mapping
10 10 (11.76%) Analytics
10 10 (11.76%) Finance
10 10 (11.76%) PL/SQL
11 9 (10.59%) T-SQL
11 9 (10.59%) Project Management
11 9 (10.59%) Big Data
12 8 (9.41%) JIRA
12 8 (9.41%) QA
12 8 (9.41%) SAP ERP
12 8 (9.41%) User Acceptance Testing
12 8 (9.41%) Resource Management
12 8 (9.41%) SAP BW
12 8 (9.41%) Microsoft
12 8 (9.41%) Data Management

Data Migration
Co-occurring IT Skills in Berkshire 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 (1.18%) Confluence
1 1 (1.18%) Tomcat
Applications
1 12 (14.12%) Microsoft Excel
2 5 (5.88%) Microsoft Office
3 4 (4.71%) Microsoft Project
4 2 (2.35%) Spreadsheet
5 1 (1.18%) HipChat
5 1 (1.18%) SOLIDWORKS
Business Applications
1 8 (9.41%) SAP ERP
2 7 (8.24%) SAP APO
2 7 (8.24%) SAP MM
3 5 (5.88%) SAP MDM
3 5 (5.88%) SAP S/4HANA
4 3 (3.53%) Dynamics AX
4 3 (3.53%) Oracle EBS R12
5 2 (2.35%) CSG Singleview
5 2 (2.35%) Oracle EBS
5 2 (2.35%) Oracle Payables
5 2 (2.35%) Oracle Receivables
6 1 (1.18%) Maximo
6 1 (1.18%) NetSuite
6 1 (1.18%) Oracle CRM
6 1 (1.18%) SAP MDG
6 1 (1.18%) SAP PLM
6 1 (1.18%) SAP WM
Cloud Services
1 7 (8.24%) Microsoft Azure
2 3 (3.53%) SaaS
3 2 (2.35%) Amazon AWS
3 2 (2.35%) Oracle Service Cloud
4 1 (1.18%) Azure Data Factory
4 1 (1.18%) Cloud Computing
4 1 (1.18%) Dynamics 365
4 1 (1.18%) Office 365
4 1 (1.18%) Veeva
Communications & Networking
1 2 (2.35%) Firewall
2 1 (1.18%) Radio Access Network
2 1 (1.18%) SAN
2 1 (1.18%) SMS
Database & Business Intelligence
1 19 (22.35%) SQL Server
2 11 (12.94%) SAP Data Services
3 9 (10.59%) Big Data
4 8 (9.41%) SAP BW
5 7 (8.24%) Data Lake
5 7 (8.24%) SQL Server 2012
6 6 (7.06%) SAP HANA
7 4 (4.71%) Oracle Database
7 4 (4.71%) Oracle Database 12c
8 3 (3.53%) Talend Open Studio
9 2 (2.35%) Data Warehouse
9 2 (2.35%) Oracle ODI
9 2 (2.35%) Power BI
9 2 (2.35%) SQL Server Integration Services
9 2 (2.35%) SQL Server Reporting Services
10 1 (1.18%) BusinessObjects
10 1 (1.18%) BusinessObjects Business Intelligence
10 1 (1.18%) Oracle Reports
10 1 (1.18%) Relational Database
10 1 (1.18%) SQL Server Analysis Services
Development Applications
1 8 (9.41%) JIRA
2 5 (5.88%) LSMW
2 5 (5.88%) Toad
3 2 (2.35%) MorphX
3 2 (2.35%) Oracle Forms
3 2 (2.35%) Visual Studio Team System
4 1 (1.18%) Bitbucket
4 1 (1.18%) ERwin
General
1 10 (11.76%) Finance
2 7 (8.24%) Telecoms
3 4 (4.71%) Retail
4 2 (2.35%) Billing
4 2 (2.35%) Brand Awareness
4 2 (2.35%) Pharmaceutical
5 1 (1.18%) Banking
5 1 (1.18%) Legal
5 1 (1.18%) Manufacturing
5 1 (1.18%) Retail Banking
Job Titles
1 29 (34.12%) Analyst
2 18 (21.18%) Data Analyst
3 10 (11.76%) SAP Analyst
4 8 (9.41%) Data Migration Lead
4 8 (9.41%) Data Migration Manager
4 8 (9.41%) Migration Manager
5 7 (8.24%) Architect
5 7 (8.24%) Business Analyst
5 7 (8.24%) Data Migration Analyst
5 7 (8.24%) Developer
5 7 (8.24%) Migration Analyst
5 7 (8.24%) SAP Data Analyst
5 7 (8.24%) Senior Analyst
6 6 (7.06%) Programme Manager
6 6 (7.06%) Project Manager
7 5 (5.88%) Consultant
7 5 (5.88%) Data Consultant
7 5 (5.88%) Data Migration Consultant
7 5 (5.88%) Migration Consultant
7 5 (5.88%) Senior Data Analyst
Libraries, Frameworks & Software Standards
1 5 (5.88%) BAPI
2 2 (2.35%) Mason
2 2 (2.35%) Oracle Fusion
2 2 (2.35%) Web Services
3 1 (1.18%) IDoc
3 1 (1.18%) REST
Miscellaneous
1 4 (4.71%) AS400
1 4 (4.71%) Data Structures
2 3 (3.53%) Analytical Skills
2 3 (3.53%) VLE
3 2 (2.35%) Life Science
3 2 (2.35%) Self-Motivation
3 2 (2.35%) Virtual Team
4 1 (1.18%) Clustering
4 1 (1.18%) Computer Science
4 1 (1.18%) Data Protection Act
4 1 (1.18%) Driving Licence
Operating Systems
1 2 (2.35%) Linux
1 2 (2.35%) Windows
1 2 (2.35%) Windows Server
2 1 (1.18%) Unix
2 1 (1.18%) Windows Server 2012
Processes & Methodologies
1 85 (100.00%) Migration
2 17 (20.00%) ERP
3 16 (18.82%) Data Cleansing
3 16 (18.82%) Data Modelling
4 14 (16.47%) ETL
5 13 (15.29%) Agile Software Development
6 11 (12.94%) Change Management
6 11 (12.94%) Data Analysis
6 11 (12.94%) Stakeholder Management
7 10 (11.76%) Analytics
7 10 (11.76%) Data Mapping
8 9 (10.59%) Project Management
9 8 (9.41%) Data Management
9 8 (9.41%) Proactive Management
9 8 (9.41%) Resource Management
9 8 (9.41%) User Acceptance Testing
10 7 (8.24%) Programme Delivery
11 6 (7.06%) Big Data Analytics
11 6 (7.06%) Data Analytics
11 6 (7.06%) Proactive Monitoring
Programming Languages
1 30 (35.29%) SQL
2 10 (11.76%) PL/SQL
3 9 (10.59%) T-SQL
4 5 (5.88%) Java
5 2 (2.35%) VBA
5 2 (2.35%) X++
6 1 (1.18%) ABAP
6 1 (1.18%) Bash Shell
6 1 (1.18%) Python
6 1 (1.18%) R
Qualifications
1 4 (4.71%) SC Cleared
1 4 (4.71%) Security Cleared
2 2 (2.35%) CCNP
2 2 (2.35%) Cisco Certification
2 2 (2.35%) CWNA
2 2 (2.35%) JNCIP
3 1 (1.18%) Degree
3 1 (1.18%) MCITP
3 1 (1.18%) MCPD
3 1 (1.18%) Microsoft Certification
Quality Assurance & Compliance
1 8 (9.41%) QA
2 7 (8.24%) Data Quality
3 4 (4.71%) PMO
4 2 (2.35%) GDPR
4 2 (2.35%) Government Security Classifications
5 1 (1.18%) P3O
System Software
1 1 (1.18%) Active Directory
1 1 (1.18%) Hyper-V
Systems Management
1 5 (5.88%) HP ALM
2 3 (3.53%) Single Sign-On
3 1 (1.18%) HP Quality Center
3 1 (1.18%) SCCM
Vendors
1 19 (22.35%) Oracle
1 19 (22.35%) SAP
2 8 (9.41%) Microsoft
3 6 (7.06%) HP
3 6 (7.06%) Informatica
4 5 (5.88%) Cloudera
5 4 (4.71%) JD Edwards
5 4 (4.71%) Salesforce.com
6 3 (3.53%) Talend
7 2 (2.35%) Cadence
8 1 (1.18%) Ariba
8 1 (1.18%) Atlassian
8 1 (1.18%) Cisco
8 1 (1.18%) ComArch
8 1 (1.18%) JDA
8 1 (1.18%) MuleSoft
8 1 (1.18%) Remedy
8 1 (1.18%) VMware