Period
to 19 October 2018

The following table provides summary statistics for permanent job vacancies advertised in Reading with a requirement for Migration skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Migration over the 6 months to 19 October 2018 with a comparison to the same period in the previous 2 years.

Migration
Berkshire > Reading
6 months to
19 Oct 2018
Same period 2017 Same period 2016
Rank 68 76 89
Rank change year-on-year +8 +13 +18
Permanent jobs citing Migration 85 70 113
As % of all permanent IT jobs advertised in Reading 3.79% 3.04% 3.25%
As % of the Processes & Methodologies category 4.26% 3.52% 3.59%
Number of salaries quoted 81 53 87
Reading median annual salary £52,500 £52,500 £57,500
Median salary % change year-on-year - -8.70% +4.55%
10th Percentile £35,000 £38,750 £36,250
90th Percentile £81,250 £84,000 £84,000
Berkshire median annual salary £52,500 £55,000 £55,000
% change year-on-year -4.55% - -

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 Reading with a requirement for process or methodology skills.

All Process and Methodology Skills
Reading
Permanent vacancies with a requirement for process or methodology skills 1,995 1,986 3,152
As % of all permanent IT jobs advertised in Reading 88.98% 86.31% 90.71%
Number of salaries quoted 1,678 1,609 2,367
Reading median annual salary £50,000 £47,500 £50,000
Median salary % change year-on-year +5.26% -5.00% +5.26%
10th Percentile £29,600 £27,500 £29,300
90th Percentile £75,000 £72,500 £72,500
Berkshire median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - -

Migration
Job Vacancy Trend in Reading

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

Job vacancy trend for Migration in Reading

Migration
Salary Trend in Reading

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

Salary trend for Migration in Reading

Migration
Salary Histogram in Reading

The salary distribution of IT jobs citing Migration in Reading over the 6 months to 19 October 2018.

Salary histogram for Migration in Reading

For the 6 months to 19 October 2018, IT jobs citing Migration also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Reading region with a requirement for Migration.

1 36 (42.35%) Microsoft Azure
2 34 (40.00%) SQL Server
2 34 (40.00%) Microsoft
3 26 (30.59%) Active Directory
4 25 (29.41%) Windows
5 23 (27.06%) SQL
6 21 (24.71%) Data Migration
7 20 (23.53%) Amazon AWS
7 20 (23.53%) Office 365
8 19 (22.35%) Linux
9 18 (21.18%) Agile Software Development
9 18 (21.18%) Presales
9 18 (21.18%) Problem-Solving
10 17 (20.00%) SQL Server Reporting Services
10 17 (20.00%) Business Intelligence
11 16 (18.82%) VMware
12 15 (17.65%) VMware Infrastructure
12 15 (17.65%) Python
12 15 (17.65%) C#
12 15 (17.65%) Ansible
12 15 (17.65%) DevOps
13 14 (16.47%) Red Hat
14 13 (15.29%) T-SQL
14 13 (15.29%) ETL
14 13 (15.29%) SQL Server 2008
15 12 (14.12%) SharePoint
15 12 (14.12%) VBA
15 12 (14.12%) Configuration Management
15 12 (14.12%) Bash Shell
15 12 (14.12%) Power BI

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:

Application Platforms
1 12 (14.12%) SharePoint
2 8 (9.41%) Elasticsearch
3 5 (5.88%) MS Exchange
4 4 (4.71%) Oracle Workflow
5 3 (3.53%) IIS
5 3 (3.53%) JBoss
5 3 (3.53%) OpenStack
6 2 (2.35%) SharePoint 2010
6 2 (2.35%) SharePoint 2013
6 2 (2.35%) Skype for Business
7 1 (1.18%) Apache
7 1 (1.18%) Confluence
7 1 (1.18%) Exchange Server 2003
7 1 (1.18%) Exchange Server 2010
7 1 (1.18%) Exchange Server 2013
7 1 (1.18%) FileNet
7 1 (1.18%) IBM Domino
7 1 (1.18%) IBM Notes
7 1 (1.18%) SharePoint Server
Applications
1 3 (3.53%) Microsoft Office
2 2 (2.35%) MS Visio
3 1 (1.18%) Microsoft Excel
3 1 (1.18%) Microsoft Project
Business Applications
1 5 (5.88%) Dynamics CRM
2 4 (4.71%) SAP S/4HANA
2 4 (4.71%) Scribe Insight
3 1 (1.18%) Dynamics AX
Cloud Services
1 36 (42.35%) Microsoft Azure
2 20 (23.53%) Amazon AWS
2 20 (23.53%) Office 365
3 9 (10.59%) GitHub
3 9 (10.59%) PaaS
4 8 (9.41%) IaaS
5 5 (5.88%) Dynamics 365
6 4 (4.71%) Scribe Online
7 3 (3.53%) OpenShift
8 2 (2.35%) Azure Active Directory
8 2 (2.35%) Cloud Computing
8 2 (2.35%) Google Cloud Platform
9 1 (1.18%) Amazon S3
9 1 (1.18%) OneDrive
9 1 (1.18%) SaaS
Communications & Networking
1 11 (12.94%) TCP/IP
2 4 (4.71%) LAN
2 4 (4.71%) Unified Communications
3 3 (3.53%) DHCP
3 3 (3.53%) DNS
3 3 (3.53%) Firewall
3 3 (3.53%) Network Security
3 3 (3.53%) SAN
3 3 (3.53%) VPN
4 2 (2.35%) NAS
4 2 (2.35%) Remote Desktop
4 2 (2.35%) Skype
5 1 (1.18%) BIG-IP
5 1 (1.18%) Cisco ASA
5 1 (1.18%) NetScaler
5 1 (1.18%) WAN
5 1 (1.18%) Wi-Fi
5 1 (1.18%) Wireshark
Database & Business Intelligence
1 34 (40.00%) SQL Server
2 17 (20.00%) SQL Server Reporting Services
3 13 (15.29%) SQL Server 2008
4 12 (14.12%) Power BI
5 9 (10.59%) Azure SQL Database
6 8 (9.41%) MySQL
7 7 (8.24%) Data Warehouse
7 7 (8.24%) SQL Server Integration Services
8 4 (4.71%) Big Data
8 4 (4.71%) BusinessObjects
8 4 (4.71%) Crystal Reports
8 4 (4.71%) Lumira
8 4 (4.71%) OLAP
8 4 (4.71%) Oracle OLAP
8 4 (4.71%) Qlik Sense
8 4 (4.71%) QlikView
8 4 (4.71%) SAP BW
8 4 (4.71%) SAP Data Services
8 4 (4.71%) SAP HANA
8 4 (4.71%) Snowflake Schema
Development Applications
1 5 (5.88%) Jenkins
1 5 (5.88%) JIRA
2 4 (4.71%) Git (software)
2 4 (4.71%) Oracle Forms
2 4 (4.71%) Team Foundation Server
3 3 (3.53%) AdminStudio
3 3 (3.53%) Bitbucket
3 3 (3.53%) GitLab
3 3 (3.53%) Maven
3 3 (3.53%) MSI
3 3 (3.53%) Subversion
4 1 (1.18%) TeamCity
4 1 (1.18%) Vagrant
4 1 (1.18%) Visual Studio Team System
General
1 10 (11.76%) Finance
2 4 (4.71%) Back Office
3 3 (3.53%) Legal
4 2 (2.35%) Billing
4 2 (2.35%) Retail
4 2 (2.35%) Telecoms
5 1 (1.18%) Advertising
5 1 (1.18%) Marketing
5 1 (1.18%) Publishing
Job Titles
1 15 (17.65%) Migration Engineer
2 14 (16.47%) Analyst
3 12 (14.12%) Data Engineer
3 12 (14.12%) Data Migration Engineer
3 12 (14.12%) DevOps Engineer
4 11 (12.94%) Architect
5 10 (11.76%) Consultant
6 9 (10.59%) Business Intelligence Analyst
6 9 (10.59%) Developer
6 9 (10.59%) SQL Analyst
6 9 (10.59%) SQL Data Analyst
7 8 (9.41%) Data Analyst
8 6 (7.06%) Data Migration Analyst
8 6 (7.06%) Migration Analyst
8 6 (7.06%) Technical Consultant
9 5 (5.88%) Business Intelligence Data Analyst
9 5 (5.88%) CRM Developer
9 5 (5.88%) ETL Analyst
9 5 (5.88%) Microsoft Consultant
9 5 (5.88%) SSRS Analyst
Libraries, Frameworks & Software Standards
1 11 (12.94%) .NET
2 8 (9.41%) Elastic Stack
3 5 (5.88%) AngularJS
3 5 (5.88%) JSON
3 5 (5.88%) WCF
4 4 (4.71%) .NET Framework
4 4 (4.71%) ASP.NET
4 4 (4.71%) ASP.NET Web API
4 4 (4.71%) jQuery
4 4 (4.71%) React
4 4 (4.71%) REST
4 4 (4.71%) SOAP
4 4 (4.71%) Web Services
4 4 (4.71%) XML
5 3 (3.53%) Software Packaging
5 3 (3.53%) Spring Boot
6 2 (2.35%) HTML
7 1 (1.18%) CSS
7 1 (1.18%) Middleware
Miscellaneous
1 11 (12.94%) Self-Motivation
2 9 (10.59%) Public Cloud
3 8 (9.41%) Analytical Skills
3 8 (9.41%) BBC
4 4 (4.71%) Clustering
4 4 (4.71%) Computer Science
5 3 (3.53%) Blog
5 3 (3.53%) Data Centre
6 2 (2.35%) Hybrid Cloud
6 2 (2.35%) Management Information System
6 2 (2.35%) N-Tier
7 1 (1.18%) Mainframe
7 1 (1.18%) Private Cloud
Operating Systems
1 25 (29.41%) Windows
2 19 (22.35%) Linux
3 9 (10.59%) CentOS
3 9 (10.59%) Windows 10
4 7 (8.24%) Windows Server 2012
5 6 (7.06%) Unix
5 6 (7.06%) Windows 7
5 6 (7.06%) Windows XP
6 5 (5.88%) Red Hat Enterprise Linux
7 4 (4.71%) Windows 8
8 3 (3.53%) Windows Server 2003
9 2 (2.35%) Windows Server 2008
10 1 (1.18%) Kali Linux
10 1 (1.18%) Ubuntu
10 1 (1.18%) Windows Server
Processes & Methodologies
1 21 (24.71%) Data Migration
2 18 (21.18%) Agile Software Development
2 18 (21.18%) Presales
2 18 (21.18%) Problem-Solving
3 17 (20.00%) Business Intelligence
4 15 (17.65%) DevOps
5 13 (15.29%) ETL
6 12 (14.12%) Configuration Management
7 11 (12.94%) Data Analysis
8 10 (11.76%) Customer Requirements
8 10 (11.76%) Project Management
9 8 (9.41%) CRM
9 8 (9.41%) Scrum
9 8 (9.41%) Task Automation
10 7 (8.24%) Analytics
10 7 (8.24%) Customer Engagement
10 7 (8.24%) Stakeholder Management
10 7 (8.24%) Visualisation
11 6 (7.06%) Software Deployment
12 5 (5.88%) Data Munging
Programming Languages
1 23 (27.06%) SQL
2 15 (17.65%) C#
2 15 (17.65%) Python
3 13 (15.29%) T-SQL
4 12 (14.12%) Bash Shell
4 12 (14.12%) VBA
5 10 (11.76%) PowerShell
6 8 (9.41%) Perl
7 5 (5.88%) JavaScript
8 4 (4.71%) VB.NET
9 3 (3.53%) Java
9 3 (3.53%) Ruby
9 3 (3.53%) VB
9 3 (3.53%) VBScript
10 1 (1.18%) C++
10 1 (1.18%) PHP
Qualifications
1 11 (12.94%) Microsoft Certification
2 9 (10.59%) Degree
3 6 (7.06%) Security Cleared
4 5 (5.88%) Computer Science Degree
5 4 (4.71%) Master's Degree
5 4 (4.71%) MCSA
5 4 (4.71%) MCSE
6 3 (3.53%) AWS Certification
6 3 (3.53%) DV Cleared
6 3 (3.53%) SC Cleared
7 2 (2.35%) MCITP
7 2 (2.35%) RHCE
7 2 (2.35%) VMware Certified Professional (VCP)
8 1 (1.18%) CCNP
8 1 (1.18%) CWNA
8 1 (1.18%) JNCIP
8 1 (1.18%) MCP
8 1 (1.18%) PMI Certification
8 1 (1.18%) PMP
8 1 (1.18%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 4 (4.71%) QA
2 2 (2.35%) COBIT
System Software
1 26 (30.59%) Active Directory
2 15 (17.65%) VMware Infrastructure
3 8 (9.41%) Docker
4 4 (4.71%) Hyper-V
5 3 (3.53%) Firmware
5 3 (3.53%) KVM
5 3 (3.53%) Microsoft App-V
5 3 (3.53%) oVirt
6 2 (2.35%) vCloud
6 2 (2.35%) vSphere
7 1 (1.18%) Virtual Machines
Systems Management
1 15 (17.65%) Ansible
2 10 (11.76%) SCCM
3 9 (10.59%) Terraform
4 8 (9.41%) Kibana
4 8 (9.41%) ZABBIX
5 6 (7.06%) WSUS
6 5 (5.88%) Opscode Chef
6 5 (5.88%) Puppet
7 3 (3.53%) Kubernetes
7 3 (3.53%) rkt
8 2 (2.35%) Microsoft Clustering
9 1 (1.18%) Backup Exec
9 1 (1.18%) McAfee ePO
9 1 (1.18%) Nagios
9 1 (1.18%) Nessus
9 1 (1.18%) NetBackup
9 1 (1.18%) Nmap
9 1 (1.18%) Salt
9 1 (1.18%) SCOM
Vendors
1 34 (40.00%) Microsoft
2 16 (18.82%) VMware
3 14 (16.47%) Red Hat
4 10 (11.76%) Google
5 9 (10.59%) Oracle
6 8 (9.41%) Sybase
6 8 (9.41%) Tableau
7 6 (7.06%) Citrix
8 5 (5.88%) SAP
9 4 (4.71%) Salesforce.com
10 3 (3.53%) Autodesk
10 3 (3.53%) Cisco
10 3 (3.53%) EMC
10 3 (3.53%) Juniper
10 3 (3.53%) NetApp
10 3 (3.53%) SaltStack
11 2 (2.35%) 3PAR
11 2 (2.35%) HP
12 1 (1.18%) F5
12 1 (1.18%) Splunk