Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 13 December 2018

The following table provides summary statistics for permanent job vacancies advertised in the East of England with a requirement for Decision-Making skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Decision-Making over the 6 months to 13 December 2018 with a comparison to the same period in the previous 2 years.

Decision-Making
England > East of England
6 months to
13 Dec 2018		 Same period 2017 Same period 2016
Rank 87 184 156
Rank change year-on-year +97 -28 -30
Permanent jobs citing Decision-Making 330 186 241
As % of all permanent IT jobs advertised in the East of England 3.33% 1.53% 1.86%
As % of the Processes & Methodologies category 3.69% 1.69% 2.05%
Number of salaries quoted 198 137 211
East of England median annual salary £57,480 £50,000 £57,500
Median salary % change year-on-year +14.96% -13.04% +53.33%
10th Percentile £34,750 £26,850 £27,500
90th Percentile £85,375 £76,250 £82,500
England median annual salary £52,766 £55,000 £55,000
% change year-on-year -4.06% - +6.88%

Decision-Making 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 the East of England with a requirement for process or methodology skills.

All Process and Methodology Skills
East of England
Permanent vacancies with a requirement for process or methodology skills 8,947 11,027 11,732
As % of all permanent IT jobs advertised in the East of England 90.21% 90.74% 90.74%
Number of salaries quoted 6,670 8,949 9,636
East of England median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% -
10th Percentile £26,750 £27,500 £26,750
90th Percentile £73,750 £70,000 £70,000
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +5.26%

Decision-Making
Job Vacancy Trend in the East of England

Job postings citing Decision-Making as a percentage of all IT jobs advertised in the East of England.

Job vacancy trend for Decision-Making in the East of England

Decision-Making
Salary Trend in the East of England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Decision-Making in the East of England.

Salary trend for Decision-Making in the East of England

Decision-Making
Salary Histogram in the East of England

The salary distribution of IT jobs citing Decision-Making in the East of England over the 6 months to 13 December 2018.

Salary histogram for Decision-Making in the East of England

Decision-Making
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Decision-Making within the East of England region over the 6 months to 13 December 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
Permanent
IT Job Ads		 Median Salary
Past 6 Months		 Median Salary
% Change
on Same Period
Last Year		 Live
Job
Vacancies
Hertfordshire +92 151 £62,500 +47.06% 13
Cambridgeshire +68 88 £57,500 +9.52% 20
Essex +17 35 £57,480 +43.70% 5
Bedfordshire +12 35 £46,500 -17.33% 5
Suffolk -10 11 £36,500 -23.16%
Norfolk +21 9 £27,741 -28.41%
East Anglia - 1 - - 3
Decision-Making
England

For the 6 months to 13 December 2018, IT jobs citing Decision-Making 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 East of England region with a requirement for Decision-Making.

1 136 (41.21%) Agile Software Development
2 87 (26.36%) Analytical Skills
3 74 (22.42%) Problem-Solving
4 72 (21.82%) Project Management
5 69 (20.91%) Microsoft
6 68 (20.61%) SQL
7 63 (19.09%) C#
7 63 (19.09%) Finance
8 55 (16.67%) JavaScript
9 51 (15.45%) Stakeholder Management
9 51 (15.45%) Mentoring
10 50 (15.15%) SQL Server
11 45 (13.64%) Analytics
12 44 (13.33%) .NET
13 43 (13.03%) Python
14 42 (12.73%) Retail
15 41 (12.42%) JIRA
16 40 (12.12%) Microsoft Azure
17 38 (11.52%) Degree
18 37 (11.21%) HTML
19 36 (10.91%) Java
19 36 (10.91%) Business Analysis
20 35 (10.61%) Linux
21 34 (10.30%) Microsoft Excel
22 33 (10.00%) Microsoft Project
23 31 (9.39%) Workflow
23 31 (9.39%) Change Management
24 30 (9.09%) Oracle
24 30 (9.09%) Windows
24 30 (9.09%) ITIL

Decision-Making
Co-occurring IT Skills in the East of England 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 15 (4.55%) SharePoint
2 9 (2.73%) Confluence
3 8 (2.42%) SAS
4 7 (2.12%) OpenStack
5 6 (1.82%) Skype for Business
6 5 (1.52%) Apache
6 5 (1.52%) MS Exchange
6 5 (1.52%) WebSphere
7 4 (1.21%) JBoss
7 4 (1.21%) SharePoint Server
8 1 (0.30%) Apache Spark
8 1 (0.30%) Elasticsearch
8 1 (0.30%) Exchange Server 2010
8 1 (0.30%) GlassFish
8 1 (0.30%) nginx
8 1 (0.30%) NServiceBus
8 1 (0.30%) Smallworld
8 1 (0.30%) Tomcat
Applications
1 34 (10.30%) Microsoft Excel
2 33 (10.00%) Microsoft Project
3 23 (6.97%) Microsoft Office
4 14 (4.24%) Photoshop
5 12 (3.64%) Microsoft PowerPoint
6 3 (0.91%) EngageOne
6 3 (0.91%) MS Visio
7 1 (0.30%) Acrobat
7 1 (0.30%) SPSS
Business Applications
1 15 (4.55%) Dynamics CRM
2 6 (1.82%) Infor M3
2 6 (1.82%) StreamServe
3 5 (1.52%) CiviCRM
4 4 (1.21%) Payment Gateway
5 1 (0.30%) Dynamics AX
5 1 (0.30%) JDE OneWorld
5 1 (0.30%) Maximo
5 1 (0.30%) NetSuite
Cloud Services
1 40 (12.12%) Microsoft Azure
2 24 (7.27%) SaaS
3 22 (6.67%) Amazon AWS
4 11 (3.33%) Office 365
5 9 (2.73%) Azure Data Factory
6 8 (2.42%) Cloud Computing
7 6 (1.82%) Adobe Analytics
7 6 (1.82%) Google Analytics
8 5 (1.52%) GitHub
9 4 (1.21%) IaaS
10 3 (0.91%) Data Lake Analytics
11 2 (0.61%) Mimecast
12 1 (0.30%) Amazon EMR
12 1 (0.30%) Amazon S3
12 1 (0.30%) Google Cloud Platform
12 1 (0.30%) Oracle CX
Communications & Networking
1 10 (3.03%) Firewall
2 8 (2.42%) DNS
3 7 (2.12%) Skype
4 6 (1.82%) DHCP
5 4 (1.21%) Internet
5 4 (1.21%) LAN
5 4 (1.21%) SAN
5 4 (1.21%) VoIP
5 4 (1.21%) VSAT
6 3 (0.91%) Network Security
6 3 (0.91%) WAN
6 3 (0.91%) Wireless
7 2 (0.61%) IP Telephony
7 2 (0.61%) MPLS
7 2 (0.61%) VLAN
7 2 (0.61%) VPN
8 1 (0.30%) Remote Desktop
8 1 (0.30%) SNMP
8 1 (0.30%) TCP/IP
8 1 (0.30%) Wi-Fi
Database & Business Intelligence
1 50 (15.15%) SQL Server
2 29 (8.79%) Data Warehouse
3 27 (8.18%) Power BI
3 27 (8.18%) SQL Server Reporting Services
4 20 (6.06%) SQL Server Analysis Services
5 18 (5.45%) MySQL
5 18 (5.45%) SQL Server Integration Services
6 13 (3.94%) PostgreSQL
7 11 (3.33%) Azure SQL Data Warehouse
7 11 (3.33%) NoSQL
8 10 (3.03%) Azure SQL Database
8 10 (3.03%) Data Lake
9 9 (2.73%) Crystal Reports
9 9 (2.73%) Microsoft Analysis Services
9 9 (2.73%) Oracle Database
9 9 (2.73%) Snowflake Schema
10 6 (1.82%) Big Data
11 5 (1.52%) MariaDB
11 5 (1.52%) Oracle Reports
12 4 (1.21%) Relational Database
Development Applications
1 41 (12.42%) JIRA
2 14 (4.24%) Team Foundation Server
3 5 (1.52%) Oracle Forms
4 2 (0.61%) Git (software)
4 2 (0.61%) NUnit
4 2 (0.61%) Octopus Deploy
4 2 (0.61%) Subversion
5 1 (0.30%) Ant
5 1 (0.30%) Flash Builder
5 1 (0.30%) JUnit
5 1 (0.30%) Maven
5 1 (0.30%) Mocha
5 1 (0.30%) Rational DOORS
5 1 (0.30%) ReSharper
5 1 (0.30%) Visual Studio
General
1 63 (19.09%) Finance
2 42 (12.73%) Retail
3 23 (6.97%) Marketing
4 19 (5.76%) Games
5 16 (4.85%) Publishing
6 13 (3.94%) Back Office
7 10 (3.03%) Legal
7 10 (3.03%) Manufacturing
8 6 (1.82%) Law
9 5 (1.52%) Banking
10 4 (1.21%) Electronics
11 3 (0.91%) Telecoms
12 2 (0.61%) German Language
13 1 (0.30%) Advertising
13 1 (0.30%) Billing
13 1 (0.30%) French Language
13 1 (0.30%) Pharmaceutical
13 1 (0.30%) Spanish Language
13 1 (0.30%) Swedish Language
Job Titles
1 81 (24.55%) Developer
2 56 (16.97%) Analyst
3 30 (9.09%) Architect
4 25 (7.58%) Software Developer
5 24 (7.27%) Project Manager
6 19 (5.76%) .NET Developer
6 19 (5.76%) Business Intelligence Developer
6 19 (5.76%) Software Engineer
7 18 (5.45%) Developer/Software Engineer
8 16 (4.85%) Consultant
8 16 (4.85%) IT Manager
8 16 (4.85%) Senior Developer
9 15 (4.55%) Product Owner
10 14 (4.24%) Business Analyst
10 14 (4.24%) Delivery Manager
10 14 (4.24%) IT Services Manager
11 13 (3.94%) Solutions Architect
11 13 (3.94%) Technical Consultant
12 12 (3.64%) C# Developer
12 12 (3.64%) Product Manager
Libraries, Frameworks & Software Standards
1 44 (13.33%) .NET
2 37 (11.21%) HTML
3 25 (7.58%) CSS
4 21 (6.36%) XML
5 20 (6.06%) ASP.NET
6 18 (5.45%) Natural Language Processing
6 18 (5.45%) TensorFlow
7 15 (4.55%) HTML5
8 14 (4.24%) Ajax
9 13 (3.94%) Apache Flex
9 13 (3.94%) JSP
9 13 (3.94%) XHTML
9 13 (3.94%) XML Schema
9 13 (3.94%) XSL
10 11 (3.33%) OAuth
10 11 (3.33%) Web Services
11 10 (3.03%) OAuth2
11 10 (3.03%) OpenID
11 10 (3.03%) XACML
12 8 (2.42%) AngularJS
Miscellaneous
1 87 (26.36%) Analytical Skills
2 24 (7.27%) Management Information System
3 21 (6.36%) Greenfield Project
4 20 (6.06%) Robotics
5 19 (5.76%) Algorithms
5 19 (5.76%) Data Centre
6 17 (5.15%) Fintech
6 17 (5.15%) Self-Motivation
6 17 (5.15%) Smart City
7 13 (3.94%) Enterprise Software
8 11 (3.33%) Public Cloud
9 10 (3.03%) Security Operations Centre
10 8 (2.42%) Driving Licence
11 6 (1.82%) Video Conferencing
12 5 (1.52%) Enterprise Storage
12 5 (1.52%) User Experience
13 4 (1.21%) Cloud Native
13 4 (1.21%) Smartphone
13 4 (1.21%) Virtual Team
13 4 (1.21%) Wiki
Operating Systems
1 35 (10.61%) Linux
2 30 (9.09%) Windows
3 18 (5.45%) Windows Server
4 14 (4.24%) Unix
5 13 (3.94%) Ubuntu
6 8 (2.42%) Windows Server 2012
7 7 (2.12%) Debian
8 6 (1.82%) CentOS
8 6 (1.82%) Red Hat Enterprise Linux
8 6 (1.82%) Windows 7
9 5 (1.52%) Windows 10
9 5 (1.52%) Windows Server 2008
10 4 (1.21%) AIX
10 4 (1.21%) Android
10 4 (1.21%) Apple iOS
10 4 (1.21%) CoreOS
11 3 (0.91%) SUSE
Processes & Methodologies
1 136 (41.21%) Agile Software Development
2 74 (22.42%) Problem-Solving
3 72 (21.82%) Project Management
4 51 (15.45%) Mentoring
4 51 (15.45%) Stakeholder Management
5 45 (13.64%) Analytics
6 36 (10.91%) Business Analysis
7 31 (9.39%) Change Management
7 31 (9.39%) Workflow
8 30 (9.09%) Coaching
8 30 (9.09%) ITIL
9 29 (8.79%) Artificial Intelligence
9 29 (8.79%) Business Intelligence
9 29 (8.79%) Machine Learning
10 28 (8.48%) Product Management
10 28 (8.48%) Scrum
10 28 (8.48%) Software Engineering
11 26 (7.88%) Continuous Improvement
12 25 (7.58%) Reinforcement Learning
13 24 (7.27%) Waterfall
Programming Languages
1 68 (20.61%) SQL
2 63 (19.09%) C#
3 55 (16.67%) JavaScript
4 43 (13.03%) Python
5 36 (10.91%) Java
6 21 (6.36%) C
7 20 (6.06%) T-SQL
8 18 (5.45%) C++
8 18 (5.45%) PowerShell
9 13 (3.94%) Apex Code
10 8 (2.42%) VBA
11 7 (2.12%) R
12 6 (1.82%) PL/SQL
13 4 (1.21%) Scala
13 4 (1.21%) Shell Script
14 3 (0.91%) Data Analysis Expressions (DAX)
14 3 (0.91%) Haskell
14 3 (0.91%) TypeScript
15 1 (0.30%) ES6
15 1 (0.30%) Java 8
Qualifications
1 38 (11.52%) Degree
2 18 (5.45%) MPhil
2 18 (5.45%) PhD
3 14 (4.24%) MBA
4 11 (3.33%) PRINCE2 Practitioner
5 9 (2.73%) Microsoft Certification
5 9 (2.73%) PMI Certification
5 9 (2.73%) PMP
6 8 (2.42%) SC Cleared
6 8 (2.42%) Security Cleared
7 5 (1.52%) PRINCE2 Certification
8 4 (1.21%) A+ Certification
8 4 (1.21%) HNC
8 4 (1.21%) ITIL Foundation Certificate
8 4 (1.21%) MCITP
8 4 (1.21%) MCSA
8 4 (1.21%) MOS
9 3 (0.91%) Computer Science Degree
9 3 (0.91%) LPIC
10 2 (0.61%) MCP
Quality Assurance & Compliance
1 17 (5.15%) ISO/IEC 27001
2 14 (4.24%) GDPR
3 13 (3.94%) SLA
4 12 (3.64%) PCI DSS
5 9 (2.73%) PMO
6 5 (1.52%) Actionable Recommendations
7 4 (1.21%) ISO/IEC 20000
8 2 (0.61%) QA
8 2 (0.61%) SEPA
9 1 (0.30%) Data Quality
9 1 (0.30%) NIST 800
System Software
1 17 (5.15%) VMware Infrastructure
2 16 (4.85%) Active Directory
2 16 (4.85%) Docker
3 6 (1.82%) vSphere
4 4 (1.21%) Firmware
5 3 (0.91%) PowerHA
5 3 (0.91%) XenApp
6 2 (0.61%) BitLocker
6 2 (0.61%) Ceph
6 2 (0.61%) Hyper-V
6 2 (0.61%) Microsoft Virtual Server
6 2 (0.61%) Virtual Servers
6 2 (0.61%) VMware NSX
6 2 (0.61%) VMware Workstation
7 1 (0.30%) HDFS
7 1 (0.30%) VMware ESXi
Systems Management
1 20 (6.06%) Kubernetes
2 10 (3.03%) Ansible
2 10 (3.03%) Docker Swarm
3 7 (2.12%) Prometheus
4 4 (1.21%) SCCM
5 3 (0.91%) EMC NetWorker
5 3 (0.91%) NetBackup
5 3 (0.91%) Tivoli Storage Manager
5 3 (0.91%) vCenter Server
5 3 (0.91%) vRealize
5 3 (0.91%) vRealize Orchestrator
6 2 (0.61%) Forefront Identity Manager
6 2 (0.61%) McAfee ePO
6 2 (0.61%) Microsoft Intune
6 2 (0.61%) Puppet
6 2 (0.61%) SCOM
6 2 (0.61%) SolarWinds Orion
7 1 (0.30%) HAProxy
7 1 (0.30%) Opscode Chef
7 1 (0.30%) yum
Vendors
1 69 (20.91%) Microsoft
2 30 (9.09%) Oracle
3 19 (5.76%) Tableau
3 19 (5.76%) VMware
4 18 (5.45%) WorldPay
5 15 (4.55%) Salesforce.com
6 8 (2.42%) Adobe
6 8 (2.42%) Google
7 7 (2.12%) IBM
7 7 (2.12%) Splunk
8 6 (1.82%) Alteryx
8 6 (1.82%) Infor
8 6 (1.82%) NetApp
8 6 (1.82%) Red Hat
9 5 (1.52%) Citrix
9 5 (1.52%) Planview
10 4 (1.21%) Apple
10 4 (1.21%) Fortinet
11 3 (0.91%) EMC
11 3 (0.91%) HP