Period
to 23 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Berkshire with a requirement for Data Migration skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Migration over the 6 months to 23 November 2017 with a comparison to the same period in the previous 2 years.

Data Migration
South East > Berkshire
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 206 240 250
Rank change year-on-year +34 +10 -47
Permanent jobs citing Data Migration 48 55 89
As % of all permanent IT jobs advertised in Berkshire 0.75% 0.63% 0.81%
As % of the Processes & Methodologies category 0.87% 0.72% 0.93%
Number of salaries quoted 29 51 74
Berkshire median annual salary £50,000 £62,500 £55,000
Median salary % change year-on-year -20.00% +13.64% -4.35%
10th Percentile £38,750 £36,250 £27,500
90th Percentile £97,500 £70,000 £76,825
South East median annual salary £52,500 £50,000 £45,000
% change year-on-year +5.00% +11.11% -14.29%

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

All Process and Methodology Skills
Berkshire
Permanent vacancies with a requirement for process or methodology skills 5493 7660 9580
As % of all permanent IT jobs advertised in Berkshire 86.34% 88.17% 87.01%
Number of salaries quoted 4280 5844 7481
Berkshire median annual salary £50,000 £50,000 £50,000
10th Percentile £28,500 £30,000 £28,750
90th Percentile £75,000 £75,000 £71,250
South East median annual salary £45,000 £45,000 £45,000

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
Salary Trend in Berkshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Migration in Berkshire.

Salary trend for Data Migration in Berkshire

Data Migration
Salary Histogram in Berkshire

The salary distribution of IT jobs citing Data Migration in Berkshire over the 6 months to 23 November 2017.

Salary histogram for Data Migration in Berkshire

Data Migration
Job Locations in Berkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Migration within the Berkshire region over the 6 months to 23 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Slough +17 22 £52,500 +38.16%
Reading +35 11 £42,500 +9.68% 1
Maidenhead - 5 £50,000 -
Wokingham - 2 £29,500 -
Newbury - 1 - -
Windsor - 1 £67,500 -
Data Migration
South East

For the 6 months to 23 November 2017, IT 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 job ads across the Berkshire region with a requirement for Data Migration.

1 48 (100.00%) Migration
2 22 (45.83%) Finance
3 18 (37.50%) SAP
4 17 (35.42%) SAP MM
4 17 (35.42%) SAP CS
4 17 (35.42%) SAP PM
4 17 (35.42%) SAP QM
4 17 (35.42%) SAP Oil and Gas
4 17 (35.42%) Data Conversion
4 17 (35.42%) ClickSoftware Technologies
5 14 (29.17%) SQL Server
5 14 (29.17%) SQL
6 12 (25.00%) MySQL
6 12 (25.00%) Oracle
6 12 (25.00%) ETL
6 12 (25.00%) Data Analysis
7 10 (20.83%) Data Management
8 9 (18.75%) Java
8 9 (18.75%) DB2
8 9 (18.75%) Data Structures
9 8 (16.67%) Linux
9 8 (16.67%) Retail
9 8 (16.67%) Business Analysis
10 7 (14.58%) SQL Server Reporting Services
10 7 (14.58%) Business Intelligence
10 7 (14.58%) Sybase
10 7 (14.58%) Data Modelling
11 6 (12.50%) Salesforce.com
11 6 (12.50%) C#
11 6 (12.50%) CRM

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 5 (10.42%) Apache
2 1 (2.08%) OpenStack
Business Applications
1 17 (35.42%) SAP CS
1 17 (35.42%) SAP MM
1 17 (35.42%) SAP Oil and Gas
1 17 (35.42%) SAP PM
1 17 (35.42%) SAP QM
2 4 (8.33%) Salesforce.com CRM
3 1 (2.08%) SAP CRM
Cloud Services
1 5 (10.42%) Amazon AWS
1 5 (10.42%) Amazon EC2
1 5 (10.42%) Amazon ELB
1 5 (10.42%) Amazon S3
1 5 (10.42%) Force.com
1 5 (10.42%) Route 53
2 2 (4.17%) IaaS
2 2 (4.17%) PaaS
2 2 (4.17%) Salesforce Sales Cloud
2 2 (4.17%) Salesforce Service Cloud
3 1 (2.08%) Akamai
Communications & Networking
1 5 (10.42%) Firewall
1 5 (10.42%) FTP
1 5 (10.42%) SNMP
1 5 (10.42%) SSL
1 5 (10.42%) VPN
Database & Business Intelligence
1 14 (29.17%) SQL Server
2 12 (25.00%) MySQL
3 9 (18.75%) DB2
4 7 (14.58%) SQL Server Reporting Services
5 5 (10.42%) Amazon RDS
6 4 (8.33%) SQL Server Integration Services
7 1 (2.08%) Apache Cassandra
7 1 (2.08%) Big Data
7 1 (2.08%) Crystal Reports
7 1 (2.08%) Data Warehouse
7 1 (2.08%) NoSQL
7 1 (2.08%) Oracle Database
7 1 (2.08%) Oracle Reports
7 1 (2.08%) QlikView
7 1 (2.08%) RDBMS
7 1 (2.08%) Relational Database
Development Applications
1 6 (12.50%) Jenkins
2 5 (10.42%) Ant
2 5 (10.42%) Maven
2 5 (10.42%) Sonatype Nexus
2 5 (10.42%) Toad
3 1 (2.08%) Git (software)
General
1 22 (45.83%) Finance
2 8 (16.67%) Retail
3 3 (6.25%) Marketing
4 1 (2.08%) Manufacturing
Job Titles
1 21 (43.75%) Consultant
2 17 (35.42%) SAP Consultant
2 17 (35.42%) SAP PM Consultant
3 10 (20.83%) Analyst
3 10 (20.83%) Data Analyst
4 9 (18.75%) SQL Analyst
4 9 (18.75%) SQL Data Analyst
5 7 (14.58%) Data Migration Engineer
5 7 (14.58%) Migration Engineer
6 6 (12.50%) Architect
6 6 (12.50%) Business Intelligence Analyst
6 6 (12.50%) Business Intelligence Data Analyst
6 6 (12.50%) Data Engineer
6 6 (12.50%) Data Migration Analyst
6 6 (12.50%) ETL Analyst
6 6 (12.50%) Migration Analyst
6 6 (12.50%) SSRS Analyst
7 5 (10.42%) DevOps Engineer
7 5 (10.42%) Salesforce Architect
7 5 (10.42%) Senior Salesforce Developer
Libraries, Frameworks & Software Standards
1 5 (10.42%) CSS
1 5 (10.42%) HTML
1 5 (10.42%) HTML5
1 5 (10.42%) LAMP
2 4 (8.33%) REST
2 4 (8.33%) SOAP
3 2 (4.17%) Visualforce
4 1 (2.08%) EDI
4 1 (2.08%) Web Services
4 1 (2.08%) XML
Miscellaneous
1 9 (18.75%) Data Structures
2 4 (8.33%) Computer Science
2 4 (8.33%) Management Information System
3 2 (4.17%) User Experience
4 1 (2.08%) Data Centre
4 1 (2.08%) Hybrid Cloud
Operating Systems
1 8 (16.67%) Linux
2 5 (10.42%) Red Hat Enterprise Linux
3 3 (6.25%) Windows
Processes & Methodologies
1 48 (100.00%) Migration
2 17 (35.42%) Data Conversion
3 12 (25.00%) Data Analysis
3 12 (25.00%) ETL
4 10 (20.83%) Data Management
5 8 (16.67%) Business Analysis
6 7 (14.58%) Business Intelligence
6 7 (14.58%) Data Modelling
7 6 (12.50%) CRM
7 6 (12.50%) DevOps
8 5 (10.42%) Agile Software Development
8 5 (10.42%) Configuration Management
8 5 (10.42%) Continuous Integration
8 5 (10.42%) High Availability
8 5 (10.42%) Infrastructure Management
8 5 (10.42%) Open Source
8 5 (10.42%) Stakeholder Management
9 4 (8.33%) Scrum
9 4 (8.33%) Unit Testing
9 4 (8.33%) User Acceptance Testing
Programming Languages
1 14 (29.17%) SQL
2 9 (18.75%) Java
3 6 (12.50%) C#
4 5 (10.42%) Bash Shell
4 5 (10.42%) JavaScript
4 5 (10.42%) PHP
4 5 (10.42%) PowerShell
4 5 (10.42%) Python
4 5 (10.42%) Ruby
5 3 (6.25%) C
5 3 (6.25%) C++
5 3 (6.25%) COBOL
6 2 (4.17%) Apex Code
Qualifications
1 5 (10.42%) Degree
2 1 (2.08%) ITIL Certification
2 1 (2.08%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 6 (12.50%) Data Quality
2 4 (8.33%) GDPR
2 4 (8.33%) QA
System Software
1 1 (2.08%) Docker
1 1 (2.08%) Hyper-V
Systems Management
1 6 (12.50%) Ansible
2 5 (10.42%) Opscode Chef
2 5 (10.42%) Puppet
3 1 (2.08%) Kubernetes
Vendors
1 18 (37.50%) SAP
2 17 (35.42%) ClickSoftware Technologies
3 12 (25.00%) Oracle
4 7 (14.58%) Sybase
5 6 (12.50%) Salesforce.com
6 4 (8.33%) IBM
6 4 (8.33%) JDA
7 2 (4.17%) Pardot
7 2 (4.17%) Salesforce Marketing Cloud
8 1 (2.08%) Atlassian
8 1 (2.08%) Callidus
8 1 (2.08%) Citrix
8 1 (2.08%) EMC
8 1 (2.08%) HP
8 1 (2.08%) IFS
8 1 (2.08%) NetApp
8 1 (2.08%) Red Hat
8 1 (2.08%) Siebel
8 1 (2.08%) VMware