Period
to 16 August 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 16 August 2018 with a comparison to the same period in the previous 2 years.

Migration
Berkshire > Reading
6 months to
16 Aug 2018
Same period 2017 Same period 2016
Rank 52 97 97
Rank change year-on-year +45 0 +1
Permanent jobs citing Migration 98 65 113
As % of all permanent IT jobs advertised in Reading 4.20% 2.67% 3.12%
As % of the Processes & Methodologies category 4.78% 3.09% 3.41%
Number of salaries quoted 88 52 115
Reading median annual salary £52,500 £53,750 £42,500
Median salary % change year-on-year -2.33% +26.47% -22.73%
10th Percentile £35,000 £38,750 £37,500
90th Percentile £81,250 £77,500 £72,500
Berkshire median annual salary £55,000 £57,500 £47,500
% change year-on-year -4.35% +21.05% -13.64%

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 2,049 2,103 3,313
As % of all permanent IT jobs advertised in Reading 87.90% 86.40% 91.44%
Number of salaries quoted 1,736 1,671 2,582
Reading median annual salary £50,000 £47,500 £50,000
Median salary % change year-on-year +5.26% -5.00% +5.26%
10th Percentile £29,125 £26,250 £31,250
90th Percentile £73,750 £72,500 £72,450
Berkshire median annual salary £50,000 £50,000 £50,000

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 16 August 2018.

Salary histogram for Migration in Reading

For the 6 months to 16 August 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 44 (44.90%) Microsoft Azure
2 35 (35.71%) Microsoft
3 34 (34.69%) SQL Server
4 30 (30.61%) SQL
5 26 (26.53%) DevOps
5 26 (26.53%) Presales
6 25 (25.51%) Amazon AWS
7 23 (23.47%) Windows
7 23 (23.47%) Office 365
8 22 (22.45%) Data Migration
9 21 (21.43%) Active Directory
10 18 (18.37%) Problem-Solving
11 17 (17.35%) Ansible
11 17 (17.35%) Linux
11 17 (17.35%) Agile Software Development
12 16 (16.33%) Google
12 16 (16.33%) Red Hat
12 16 (16.33%) Python
12 16 (16.33%) IaaS
13 15 (15.31%) Microsoft Certification
13 15 (15.31%) Finance
13 15 (15.31%) Capita
14 14 (14.29%) SQL Server 2008
14 14 (14.29%) Bash Shell
14 14 (14.29%) ETL
14 14 (14.29%) T-SQL
15 13 (13.27%) TCP/IP
15 13 (13.27%) Business Intelligence
15 13 (13.27%) Configuration Management
15 13 (13.27%) Docker

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 10 (10.20%) SharePoint
2 6 (6.12%) SharePoint 2010
2 6 (6.12%) SharePoint 2013
2 6 (6.12%) Skype for Business
3 5 (5.10%) MS Exchange
4 4 (4.08%) Elasticsearch
4 4 (4.08%) IIS
5 3 (3.06%) JBoss
5 3 (3.06%) OpenStack
6 2 (2.04%) Apache
6 2 (2.04%) Confluence
6 2 (2.04%) Exchange Server 2003
6 2 (2.04%) Exchange Server 2010
6 2 (2.04%) Exchange Server 2013
7 1 (1.02%) FileNet
7 1 (1.02%) IBM Domino
7 1 (1.02%) IBM Notes
7 1 (1.02%) SharePoint Server
Applications
1 5 (5.10%) Microsoft Project
2 2 (2.04%) MS Visio
3 1 (1.02%) Microsoft Excel
3 1 (1.02%) Microsoft Office
Business Applications
1 4 (4.08%) SAP S/4HANA
2 2 (2.04%) Dynamics CRM
3 1 (1.02%) Dynamics AX
Cloud Services
1 44 (44.90%) Microsoft Azure
2 25 (25.51%) Amazon AWS
3 23 (23.47%) Office 365
4 16 (16.33%) IaaS
5 12 (12.24%) Google Cloud Platform
6 11 (11.22%) PaaS
7 7 (7.14%) SaaS
8 5 (5.10%) Azure Active Directory
8 5 (5.10%) GitHub
9 3 (3.06%) OpenShift
10 2 (2.04%) Amazon S3
10 2 (2.04%) Cloud Computing
10 2 (2.04%) Dynamics 365
10 2 (2.04%) OneDrive
Communications & Networking
1 13 (13.27%) TCP/IP
2 7 (7.14%) Network Security
3 6 (6.12%) Skype
4 5 (5.10%) VPN
5 4 (4.08%) DHCP
5 4 (4.08%) DNS
5 4 (4.08%) Firewall
5 4 (4.08%) SAN
6 3 (3.06%) Unified Communications
7 2 (2.04%) BIG-IP
7 2 (2.04%) Cisco ASA
7 2 (2.04%) LAN
7 2 (2.04%) NAS
7 2 (2.04%) NetScaler
7 2 (2.04%) Remote Desktop
7 2 (2.04%) WAN
7 2 (2.04%) Wi-Fi
7 2 (2.04%) Wireshark
Database & Business Intelligence
1 34 (34.69%) SQL Server
2 14 (14.29%) SQL Server 2008
3 12 (12.24%) SQL Server Reporting Services
4 9 (9.18%) Azure SQL Database
4 9 (9.18%) NoSQL
5 8 (8.16%) Data Warehouse
5 8 (8.16%) MySQL
5 8 (8.16%) Power BI
6 4 (4.08%) Big Data
6 4 (4.08%) BusinessObjects
6 4 (4.08%) Crystal Reports
6 4 (4.08%) Lumira
6 4 (4.08%) OLAP
6 4 (4.08%) Oracle OLAP
6 4 (4.08%) Qlik Sense
6 4 (4.08%) QlikView
6 4 (4.08%) SAP BW
6 4 (4.08%) SAP Data Services
6 4 (4.08%) SAP HANA
6 4 (4.08%) Snowflake Schema
Development Applications
1 10 (10.20%) Git (software)
2 7 (7.14%) JIRA
3 5 (5.10%) Jenkins
4 3 (3.06%) Bitbucket
4 3 (3.06%) GitLab
4 3 (3.06%) Maven
4 3 (3.06%) Subversion
5 2 (2.04%) TeamCity
5 2 (2.04%) Vagrant
6 1 (1.02%) AdminStudio
6 1 (1.02%) MSI
6 1 (1.02%) Visual Studio Team System
General
1 15 (15.31%) Finance
2 7 (7.14%) Retail
3 3 (3.06%) Legal
4 2 (2.04%) Billing
4 2 (2.04%) Telecoms
5 1 (1.02%) Advertising
5 1 (1.02%) Marketing
5 1 (1.02%) Publishing
Job Titles
1 17 (17.35%) Consultant
2 15 (15.31%) Analyst
2 15 (15.31%) Architect
2 15 (15.31%) Migration Engineer
3 13 (13.27%) DevOps Engineer
4 12 (12.24%) Data Engineer
4 12 (12.24%) Data Migration Engineer
5 11 (11.22%) Project Manager
6 10 (10.20%) Data Analyst
6 10 (10.20%) Senior Consultant
6 10 (10.20%) SQL Analyst
6 10 (10.20%) SQL Data Analyst
7 9 (9.18%) Business Intelligence Analyst
8 6 (6.12%) Data Migration Analyst
8 6 (6.12%) Migration Analyst
8 6 (6.12%) Solutions Architect
8 6 (6.12%) Technical Architect
9 5 (5.10%) Business Intelligence Data Analyst
9 5 (5.10%) ETL Analyst
9 5 (5.10%) SSRS Analyst
Libraries, Frameworks & Software Standards
1 7 (7.14%) .NET
2 4 (4.08%) Elastic Stack
3 3 (3.06%) Spring Boot
3 3 (3.06%) Web Services
4 2 (2.04%) JSON
5 1 (1.02%) HTML
5 1 (1.02%) Middleware
5 1 (1.02%) Software Packaging
5 1 (1.02%) WCF
Miscellaneous
1 10 (10.20%) Self-Motivation
2 9 (9.18%) Analytical Skills
3 8 (8.16%) Public Cloud
4 5 (5.10%) Data Centre
5 4 (4.08%) BBC
5 4 (4.08%) Clustering
6 3 (3.06%) Blog
6 3 (3.06%) Hybrid Cloud
6 3 (3.06%) PMI
7 2 (2.04%) Management Information System
7 2 (2.04%) N-Tier
8 1 (1.02%) Mainframe
8 1 (1.02%) Private Cloud
Operating Systems
1 23 (23.47%) Windows
2 17 (17.35%) Linux
3 9 (9.18%) Windows 10
3 9 (9.18%) Windows Server 2012
4 6 (6.12%) CentOS
5 5 (5.10%) Red Hat Enterprise Linux
6 4 (4.08%) Windows Server
6 4 (4.08%) Windows Server 2003
7 2 (2.04%) Kali Linux
7 2 (2.04%) Ubuntu
7 2 (2.04%) Unix
7 2 (2.04%) Windows 8
7 2 (2.04%) Windows Server 2008
8 1 (1.02%) Windows 7
8 1 (1.02%) Windows XP
Processes & Methodologies
1 26 (26.53%) DevOps
1 26 (26.53%) Presales
2 22 (22.45%) Data Migration
3 18 (18.37%) Problem-Solving
4 17 (17.35%) Agile Software Development
5 14 (14.29%) ETL
6 13 (13.27%) Business Intelligence
6 13 (13.27%) Configuration Management
7 10 (10.20%) Analytics
7 10 (10.20%) Data Analysis
8 9 (9.18%) Project Management
8 9 (9.18%) SDLC
9 8 (8.16%) PRINCE2
9 8 (8.16%) Project Planning
9 8 (8.16%) Visualisation
10 7 (7.14%) Customer Requirements
10 7 (7.14%) Scrum
11 6 (6.12%) CRM
11 6 (6.12%) Customer Engagement
11 6 (6.12%) Waterfall
Programming Languages
1 30 (30.61%) SQL
2 16 (16.33%) Python
3 14 (14.29%) Bash Shell
3 14 (14.29%) T-SQL
4 12 (12.24%) VBA
5 10 (10.20%) C#
6 9 (9.18%) Perl
7 8 (8.16%) Java
7 8 (8.16%) PowerShell
8 5 (5.10%) Java 8
8 5 (5.10%) Java 9
9 3 (3.06%) Ruby
10 2 (2.04%) VB
11 1 (1.02%) C++
11 1 (1.02%) JavaScript
11 1 (1.02%) PHP
11 1 (1.02%) VB6
11 1 (1.02%) VBScript
Qualifications
1 15 (15.31%) Microsoft Certification
2 10 (10.20%) AWS Certification
3 6 (6.12%) MCSE
4 5 (5.10%) Degree
4 5 (5.10%) MCSA
5 4 (4.08%) Master's Degree
6 3 (3.06%) PMI Certification
7 2 (2.04%) MCITP
7 2 (2.04%) MCP
7 2 (2.04%) RHCE
7 2 (2.04%) VMware Certified Professional (VCP)
8 1 (1.02%) CCNP
8 1 (1.02%) Cisco Certification
8 1 (1.02%) Computer Science Degree
8 1 (1.02%) CWNA
8 1 (1.02%) DV Cleared
8 1 (1.02%) HP ASE
8 1 (1.02%) JNCIP
8 1 (1.02%) PRINCE2 Practitioner
8 1 (1.02%) Security Cleared
Quality Assurance & Compliance
1 2 (2.04%) COBIT
2 1 (1.02%) Data Quality
System Software
1 21 (21.43%) Active Directory
2 13 (13.27%) Docker
3 10 (10.20%) VMware Infrastructure
4 6 (6.12%) Hyper-V
5 3 (3.06%) KVM
5 3 (3.06%) Microsoft App-V
5 3 (3.06%) oVirt
6 2 (2.04%) vCloud
6 2 (2.04%) vSphere
6 2 (2.04%) XenApp
6 2 (2.04%) XenDesktop
7 1 (1.02%) Virtual Machines
Systems Management
1 17 (17.35%) Ansible
2 9 (9.18%) SCCM
3 8 (8.16%) Kubernetes
4 6 (6.12%) Opscode Chef
4 6 (6.12%) Puppet
5 5 (5.10%) Terraform
6 4 (4.08%) Kibana
6 4 (4.08%) ZABBIX
7 3 (3.06%) rkt
8 2 (2.04%) Backup Exec
8 2 (2.04%) McAfee ePO
8 2 (2.04%) Microsoft Clustering
8 2 (2.04%) Nagios
8 2 (2.04%) Nessus
8 2 (2.04%) NetBackup
8 2 (2.04%) Nmap
8 2 (2.04%) SCOM
9 1 (1.02%) Salt
9 1 (1.02%) WSUS
Vendors
1 35 (35.71%) Microsoft
2 16 (16.33%) Google
2 16 (16.33%) Red Hat
3 15 (15.31%) Capita
4 12 (12.24%) VMware
5 8 (8.16%) Sybase
6 6 (6.12%) Citrix
7 5 (5.10%) NetApp
7 5 (5.10%) Oracle
7 5 (5.10%) SAP
8 4 (4.08%) Cisco
8 4 (4.08%) EMC
8 4 (4.08%) Juniper
8 4 (4.08%) Tableau
9 3 (3.06%) HP
9 3 (3.06%) SaltStack
10 2 (2.04%) CA
10 2 (2.04%) CommVault
10 2 (2.04%) Dell
10 2 (2.04%) Veritas