Period
to 22 October 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 22 October 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
22 Oct 2018
Same period 2017 Same period 2016
Rank 81 79 79
Rank change year-on-year -2 0 +30
Contract jobs citing Data Migration 93 86 109
As % of all contract IT jobs advertised in Berkshire 2.37% 2.16% 2.46%
As % of the Processes & Methodologies category 2.80% 2.56% 2.99%
Number of daily rates quoted 49 57 59
Berkshire median daily rate £450 £450 £434
Median daily rate % change year-on-year - +3.75% +8.44%
10th Percentile £346 £313 £313
90th Percentile £575 £538 £585
South East median daily rate £425 £425 £425
Number of hourly rates quoted 3 3 1
Berkshire median hourly rate £45.00 £50.00 £7.88
Median hourly rate % change year-on-year -10.00% +534.92% -
10th Percentile £42.80 £35.20 £7.69
90th Percentile £55.35 £58.80 £8.06
South East median hourly rate £45.00 £27.00 £56.00
% change year-on-year +66.67% -51.79% +330.77%

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 3,321 3,363 3,650
As % of all contract IT jobs advertised in Berkshire 84.53% 84.37% 82.30%
Number of daily rates quoted 1,639 1,722 1,981
Berkshire median daily rate £425 £425 £400
Median daily rate % change year-on-year - +6.25% +3.23%
10th Percentile £225 £263 £250
90th Percentile £575 £588 £573
South East median daily rate £435 £425 £400
% change year-on-year +2.35% +6.25% +3.23%
Number of hourly rates quoted 77 110 143
Berkshire median hourly rate £20.00 £15.75 £17.50
Median hourly rate % change year-on-year +26.98% -10.00% -34.58%
10th Percentile £11.22 £11.25 £12.00
90th Percentile £47.55 £39.53 £44.66
South East median hourly rate £27.00 £22.25 £22.50
% change year-on-year +21.35% -1.11% -1.81%

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 22 October 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 22 October 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 22 October 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 -9 18 £500 +5.26% 6
Bracknell +2 17 £450 -10.00%
Newbury -2 12 £525 +31.25%
Slough -1 11 - - 2
Maidenhead 0 8 £475 +3.26% 3
Thatcham -1 1 £525 +66.67%
Wokingham - 1 £550 -
Data Migration
South East

For the 6 months to 22 October 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 93 (100.00%) Migration
2 39 (41.94%) SQL
3 28 (30.11%) Oracle
4 27 (29.03%) SAP
4 27 (29.03%) Data Cleansing
5 24 (25.81%) Microsoft Excel
5 24 (25.81%) Data Modelling
6 23 (24.73%) ETL
7 18 (19.35%) Data Analysis
8 17 (18.28%) ERP
8 17 (18.28%) Data Mapping
9 16 (17.20%) SQL Server
9 16 (17.20%) Finance
10 15 (16.13%) PL/SQL
11 14 (15.05%) User Acceptance Testing
12 12 (12.90%) Data Quality
12 12 (12.90%) Agile Software Development
13 11 (11.83%) SAP Data Services
13 11 (11.83%) Oracle EBS R12
13 11 (11.83%) Big Data
13 11 (11.83%) Analytics
13 11 (11.83%) Oracle Database
13 11 (11.83%) Oracle Payables
13 11 (11.83%) Oracle Receivables
14 10 (10.75%) SAP S/4HANA
14 10 (10.75%) SAP ERP
14 10 (10.75%) Java
14 10 (10.75%) Toad
14 10 (10.75%) Regression Testing
15 9 (9.68%) CSG Singleview

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 4 (4.30%) SharePoint
2 2 (2.15%) Apache Spark
2 2 (2.15%) Oracle Workflow
3 1 (1.08%) Tomcat
Applications
1 24 (25.81%) Microsoft Excel
Business Applications
1 11 (11.83%) Oracle EBS R12
1 11 (11.83%) Oracle Payables
1 11 (11.83%) Oracle Receivables
2 10 (10.75%) SAP ERP
2 10 (10.75%) SAP S/4HANA
3 9 (9.68%) CSG Singleview
4 8 (8.60%) SAP MM
5 7 (7.53%) SAP APO
6 5 (5.38%) SAP MDM
7 3 (3.23%) Oracle EBS
8 2 (2.15%) Oracle Assets
8 2 (2.15%) Oracle General Ledger
9 1 (1.08%) Dynamics CRM
9 1 (1.08%) Maximo
9 1 (1.08%) SAP Business ByDesign
9 1 (1.08%) SAP MDG
9 1 (1.08%) SAP PP
9 1 (1.08%) SAP SD
9 1 (1.08%) SAP WM
Cloud Services
1 7 (7.53%) Microsoft Azure
2 4 (4.30%) Force.com
2 4 (4.30%) Salesforce Service Cloud
3 3 (3.23%) Office 365
4 2 (2.15%) Amazon AWS
5 1 (1.08%) Azure Data Factory
5 1 (1.08%) SaaS
5 1 (1.08%) SuccessFactors
5 1 (1.08%) Veeva
Communications & Networking
1 1 (1.08%) Radio Access Network
1 1 (1.08%) SAN
Database & Business Intelligence
1 16 (17.20%) SQL Server
2 11 (11.83%) Big Data
2 11 (11.83%) Oracle Database
2 11 (11.83%) SAP Data Services
3 9 (9.68%) Data Lake
3 9 (9.68%) Oracle Database 12c
4 7 (7.53%) SAP BW
4 7 (7.53%) SQL Server 2012
5 6 (6.45%) SAP HANA
6 4 (4.30%) Relational Database
6 4 (4.30%) Talend Open Studio
7 3 (3.23%) Oracle ODI
8 2 (2.15%) Apache Hive
8 2 (2.15%) Data Warehouse
8 2 (2.15%) Hadoop
8 2 (2.15%) Oracle BI Publisher
8 2 (2.15%) Oracle Reports
8 2 (2.15%) SQLPlus
8 2 (2.15%) Sqoop
9 1 (1.08%) BusinessObjects
Development Applications
1 10 (10.75%) Toad
2 5 (5.38%) JIRA
2 5 (5.38%) LSMW
3 3 (3.23%) Git (software)
4 2 (2.15%) Oracle Forms
4 2 (2.15%) Visual Studio Team System
5 1 (1.08%) ERwin
5 1 (1.08%) Subversion
5 1 (1.08%) Team Foundation Server
General
1 16 (17.20%) Finance
2 9 (9.68%) Billing
3 5 (5.38%) Telecoms
4 3 (3.23%) Pharmaceutical
5 2 (2.15%) Retail
6 1 (1.08%) Banking
6 1 (1.08%) Retail Banking
Job Titles
1 37 (39.78%) Analyst
2 30 (32.26%) Data Analyst
3 14 (15.05%) Data Migration Analyst
3 14 (15.05%) Migration Analyst
4 10 (10.75%) SAP Analyst
5 9 (9.68%) Consultant
5 9 (9.68%) Developer
5 9 (9.68%) Financial Analyst
6 7 (7.53%) Architect
6 7 (7.53%) Project Manager
6 7 (7.53%) SAP Data Analyst
7 6 (6.45%) Administrator
7 6 (6.45%) SAP Consultant
7 6 (6.45%) Senior Analyst
8 5 (5.38%) Data Consultant
8 5 (5.38%) Data Migration Consultant
8 5 (5.38%) Data Migration Lead
8 5 (5.38%) Migration Consultant
8 5 (5.38%) Senior Data Analyst
8 5 (5.38%) Talend Developer
Libraries, Frameworks & Software Standards
1 7 (7.53%) Web Services
2 5 (5.38%) BAPI
2 5 (5.38%) Visualforce
3 2 (2.15%) IDoc
4 1 (1.08%) EDI
4 1 (1.08%) JSON
4 1 (1.08%) XML
Miscellaneous
1 9 (9.68%) Data Structures
2 4 (4.30%) Analytical Skills
2 4 (4.30%) AS400
2 4 (4.30%) Mobile App
3 3 (3.23%) VLE
4 2 (2.15%) Life Science
4 2 (2.15%) User Experience
5 1 (1.08%) Clustering
Operating Systems
1 2 (2.15%) Windows
1 2 (2.15%) Windows Server
2 1 (1.08%) Linux
2 1 (1.08%) Windows Server 2012
Processes & Methodologies
1 93 (100.00%) Migration
2 27 (29.03%) Data Cleansing
3 24 (25.81%) Data Modelling
4 23 (24.73%) ETL
5 18 (19.35%) Data Analysis
6 17 (18.28%) Data Mapping
6 17 (18.28%) ERP
7 14 (15.05%) User Acceptance Testing
8 12 (12.90%) Agile Software Development
9 11 (11.83%) Analytics
10 10 (10.75%) Regression Testing
11 8 (8.60%) Business Intelligence
11 8 (8.60%) Data Integration
11 8 (8.60%) Stakeholder Management
12 7 (7.53%) Data Architecture
12 7 (7.53%) Data Management
12 7 (7.53%) Logistics
12 7 (7.53%) Scrum
13 6 (6.45%) Big Data Analytics
13 6 (6.45%) Data Analytics
Programming Languages
1 39 (41.94%) SQL
2 15 (16.13%) PL/SQL
3 10 (10.75%) Java
4 9 (9.68%) VBA
5 7 (7.53%) T-SQL
6 5 (5.38%) Apex Code
7 2 (2.15%) ABAP
7 2 (2.15%) C#
7 2 (2.15%) PowerShell
7 2 (2.15%) Python
8 1 (1.08%) ANSI SQL
8 1 (1.08%) R
Qualifications
1 5 (5.38%) SC Cleared
1 5 (5.38%) Security Cleared
2 2 (2.15%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 12 (12.90%) Data Quality
2 2 (2.15%) Government Security Classifications
System Software
1 2 (2.15%) HDFS
2 1 (1.08%) Active Directory
2 1 (1.08%) Hyper-V
Systems Management
1 5 (5.38%) HP ALM
2 2 (2.15%) HP Quality Center
3 1 (1.08%) SCCM
3 1 (1.08%) Single Sign-On
Vendors
1 28 (30.11%) Oracle
2 27 (29.03%) SAP
3 8 (8.60%) Microsoft
4 7 (7.53%) Salesforce.com
5 6 (6.45%) HP
6 5 (5.38%) Cloudera
6 5 (5.38%) Talend
7 4 (4.30%) Informatica
7 4 (4.30%) JD Edwards
8 2 (2.15%) Ariba
9 1 (1.08%) Cisco
9 1 (1.08%) ComArch
9 1 (1.08%) JDA
9 1 (1.08%) NetCracker
9 1 (1.08%) Tableau
9 1 (1.08%) VMware