Period
to 20 October 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 20 October 2018 with a comparison to the same period in the previous 2 years.

Decision-Making
England > East of England
6 months to
20 Oct 2018
Same period 2017 Same period 2016
Rank 93 179 143
Rank change year-on-year +86 -36 -8
Permanent jobs citing Decision-Making 343 196 257
As % of all permanent IT jobs advertised in the East of England 3.26% 1.69% 1.95%
As % of the Processes & Methodologies category 3.65% 1.88% 2.17%
Number of salaries quoted 211 142 222
East of England median annual salary £57,500 £46,250 £45,000
Median salary % change year-on-year +24.32% +2.78% +20.00%
10th Percentile £34,750 £25,000 £25,750
90th Percentile £81,250 £70,000 £75,000
England median annual salary £52,833 £55,000 £53,992
% change year-on-year -3.94% +1.87% +5.87%

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 9,406 10,417 11,870
As % of all permanent IT jobs advertised in the East of England 89.53% 89.93% 90.00%
Number of salaries quoted 7,032 8,508 9,818
East of England median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - -
10th Percentile £27,000 £27,000 £26,250
90th Percentile £72,500 £68,750 £68,825
England median annual salary £52,225 £50,000 £50,000
% change year-on-year +4.45% - +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 20 October 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 20 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Hertfordshire +78 154 £62,500 +47.06% 11
Cambridgeshire +93 98 £57,500 +15.00% 12
Bedfordshire +9 30 £46,500 -11.43% 6
Essex +15 28 £50,000 +20.48% 4
Suffolk -1 21 £36,500 -23.16% 4
Norfolk +18 11 £27,741 -28.41% 2
East Anglia - 1 - -
Decision-Making
England

For the 6 months to 20 October 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.

1 122 (35.57%) Agile Software Development
2 95 (27.70%) Analytical Skills
3 85 (24.78%) Problem-Solving
4 77 (22.45%) Project Management
5 75 (21.87%) Finance
6 71 (20.70%) C#
7 63 (18.37%) SQL
8 61 (17.78%) Microsoft
9 52 (15.16%) Python
10 51 (14.87%) JavaScript
11 50 (14.58%) Stakeholder Management
11 50 (14.58%) Mentoring
12 46 (13.41%) Retail
13 42 (12.24%) .NET
14 41 (11.95%) Java
14 41 (11.95%) SQL Server
14 41 (11.95%) Degree
15 39 (11.37%) JIRA
16 37 (10.79%) Change Management
17 36 (10.50%) HTML
17 36 (10.50%) Linux
17 36 (10.50%) Microsoft Excel
17 36 (10.50%) Artificial Intelligence
17 36 (10.50%) Machine Learning
17 36 (10.50%) Analytics
18 35 (10.20%) Software Engineering
18 35 (10.20%) Business Analysis
19 34 (9.91%) Management Information System
20 33 (9.62%) Microsoft Project
21 32 (9.33%) Reinforcement Learning

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 (4.37%) SharePoint
2 9 (2.62%) Confluence
3 8 (2.33%) OpenStack
4 7 (2.04%) SAS
5 6 (1.75%) Skype for Business
6 4 (1.17%) MS Exchange
6 4 (1.17%) SharePoint Server
6 4 (1.17%) WebSphere
7 2 (0.58%) Apache
7 2 (0.58%) Elasticsearch
7 2 (0.58%) GlassFish
7 2 (0.58%) IIS
7 2 (0.58%) Tomcat
8 1 (0.29%) Apache Spark
8 1 (0.29%) Exchange Server 2010
8 1 (0.29%) JBoss
8 1 (0.29%) nginx
8 1 (0.29%) NServiceBus
8 1 (0.29%) Smallworld
Applications
1 36 (10.50%) Microsoft Excel
2 33 (9.62%) Microsoft Project
3 28 (8.16%) Microsoft Office
4 13 (3.79%) Photoshop
5 11 (3.21%) Microsoft PowerPoint
6 3 (0.87%) EngageOne
6 3 (0.87%) MS Visio
7 1 (0.29%) Acrobat
7 1 (0.29%) SPSS
Business Applications
1 14 (4.08%) Dynamics CRM
2 8 (2.33%) Infor M3
2 8 (2.33%) StreamServe
3 5 (1.46%) CiviCRM
4 3 (0.87%) Payment Gateway
5 1 (0.29%) Dynamics AX
5 1 (0.29%) JDE OneWorld
5 1 (0.29%) NetSuite
5 1 (0.29%) Oracle Applications
Cloud Services
1 29 (8.45%) Microsoft Azure
2 23 (6.71%) SaaS
3 14 (4.08%) Amazon AWS
4 9 (2.62%) Azure Data Factory
4 9 (2.62%) Office 365
5 7 (2.04%) Cloud Computing
6 5 (1.46%) Adobe Analytics
6 5 (1.46%) GitHub
6 5 (1.46%) Google Analytics
7 4 (1.17%) IaaS
8 3 (0.87%) Data Lake Analytics
9 1 (0.29%) Amazon EMR
9 1 (0.29%) AWS CloudFormation
9 1 (0.29%) Mimecast
9 1 (0.29%) Oracle CX
Communications & Networking
1 7 (2.04%) Firewall
1 7 (2.04%) Skype
2 5 (1.46%) DNS
2 5 (1.46%) SAN
3 4 (1.17%) DHCP
3 4 (1.17%) Internet
3 4 (1.17%) LAN
3 4 (1.17%) VSAT
4 3 (0.87%) WAN
5 2 (0.58%) Broadband
5 2 (0.58%) Network Security
5 2 (0.58%) Remote Desktop
5 2 (0.58%) TCP/IP
5 2 (0.58%) VoIP
5 2 (0.58%) Wireless
6 1 (0.29%) Intranet
6 1 (0.29%) IP Telephony
6 1 (0.29%) NAS
6 1 (0.29%) SNMP
6 1 (0.29%) Wi-Fi
Database & Business Intelligence
1 41 (11.95%) SQL Server
2 24 (7.00%) Data Warehouse
3 22 (6.41%) Power BI
4 20 (5.83%) SQL Server Reporting Services
5 19 (5.54%) MySQL
6 16 (4.66%) SQL Server Analysis Services
7 11 (3.21%) Azure SQL Data Warehouse
7 11 (3.21%) NoSQL
7 11 (3.21%) SQL Server Integration Services
8 10 (2.92%) Data Lake
8 10 (2.92%) PostgreSQL
9 9 (2.62%) Azure SQL Database
9 9 (2.62%) Crystal Reports
9 9 (2.62%) Microsoft Analysis Services
9 9 (2.62%) Oracle Database
9 9 (2.62%) Snowflake Schema
10 6 (1.75%) Big Data
11 5 (1.46%) MariaDB
11 5 (1.46%) Oracle Reports
12 3 (0.87%) GIS
Development Applications
1 39 (11.37%) JIRA
2 13 (3.79%) Team Foundation Server
3 5 (1.46%) Oracle Forms
4 2 (0.58%) Git (software)
4 2 (0.58%) NUnit
4 2 (0.58%) Octopus Deploy
4 2 (0.58%) Subversion
5 1 (0.29%) Flash Builder
5 1 (0.29%) Jenkins
5 1 (0.29%) Mocha
5 1 (0.29%) Rational DOORS
General
1 75 (21.87%) Finance
2 46 (13.41%) Retail
3 28 (8.16%) Games
4 23 (6.71%) Marketing
5 12 (3.50%) Back Office
5 12 (3.50%) Manufacturing
5 12 (3.50%) Publishing
6 10 (2.92%) Legal
7 6 (1.75%) Banking
7 6 (1.75%) Law
8 4 (1.17%) Electronics
8 4 (1.17%) Telecoms
9 2 (0.58%) Billing
10 1 (0.29%) Advertising
10 1 (0.29%) Financial Institution
10 1 (0.29%) French Language
10 1 (0.29%) German Language
10 1 (0.29%) Retail Banking
10 1 (0.29%) Spanish Language
10 1 (0.29%) Swedish Language
Job Titles
1 69 (20.12%) Developer
2 55 (16.03%) Analyst
3 31 (9.04%) Project Manager
4 23 (6.71%) Architect
4 23 (6.71%) Software Developer
5 17 (4.96%) Machine Learning Engineer
6 16 (4.66%) .NET Developer
6 16 (4.66%) IT Manager
6 16 (4.66%) Product Manager
7 15 (4.37%) Business Intelligence Developer
7 15 (4.37%) Consultant
8 14 (4.08%) Business Analyst
8 14 (4.08%) Delivery Manager
8 14 (4.08%) IT Services Manager
9 13 (3.79%) Developer/Software Engineer
9 13 (3.79%) Software Engineer
10 12 (3.50%) Senior Developer
10 12 (3.50%) Solutions Architect
10 12 (3.50%) Technical Consultant
11 11 (3.21%) Business Change Manager
Libraries, Frameworks & Software Standards
1 42 (12.24%) .NET
2 36 (10.50%) HTML
3 26 (7.58%) Natural Language Processing
3 26 (7.58%) TensorFlow
4 22 (6.41%) CSS
5 20 (5.83%) ASP.NET
6 19 (5.54%) XML
7 14 (4.08%) HTML5
8 12 (3.50%) Ajax
8 12 (3.50%) JSP
8 12 (3.50%) XHTML
8 12 (3.50%) XML Schema
8 12 (3.50%) XSL
9 11 (3.21%) Apache Flex
10 9 (2.62%) AngularJS
11 8 (2.33%) Middleware
11 8 (2.33%) Node.js
11 8 (2.33%) Web Services
12 6 (1.75%) OAuth
13 5 (1.46%) RESTful
Miscellaneous
1 95 (27.70%) Analytical Skills
2 34 (9.91%) Management Information System
3 28 (8.16%) Algorithms
4 26 (7.58%) Smart City
5 22 (6.41%) Robotics
6 21 (6.12%) Greenfield Project
7 20 (5.83%) Self-Motivation
8 18 (5.25%) Data Centre
9 17 (4.96%) Fintech
10 13 (3.79%) Enterprise Software
11 9 (2.62%) Public Cloud
12 7 (2.04%) Driving Licence
12 7 (2.04%) User Experience
13 6 (1.75%) Video Conferencing
14 5 (1.46%) Enterprise Storage
14 5 (1.46%) Security Operations Centre
15 4 (1.17%) Cloud Native
15 4 (1.17%) Computer Science
15 4 (1.17%) Virtual Team
15 4 (1.17%) Wiki
Operating Systems
1 36 (10.50%) Linux
2 26 (7.58%) Windows
3 15 (4.37%) Unix
4 14 (4.08%) Windows Server
5 13 (3.79%) Ubuntu
6 8 (2.33%) Debian
7 7 (2.04%) Windows 7
7 7 (2.04%) Windows Server 2012
8 6 (1.75%) CentOS
9 5 (1.46%) AIX
9 5 (1.46%) Apple iOS
9 5 (1.46%) Robot Operating System
9 5 (1.46%) Windows 10
10 4 (1.17%) Android
10 4 (1.17%) Red Hat Enterprise Linux
10 4 (1.17%) Windows Server 2008
11 3 (0.87%) SUSE
12 2 (0.58%) CoreOS
Processes & Methodologies
1 122 (35.57%) Agile Software Development
2 85 (24.78%) Problem-Solving
3 77 (22.45%) Project Management
4 50 (14.58%) Mentoring
4 50 (14.58%) Stakeholder Management
5 37 (10.79%) Change Management
6 36 (10.50%) Analytics
6 36 (10.50%) Artificial Intelligence
6 36 (10.50%) Machine Learning
7 35 (10.20%) Business Analysis
7 35 (10.20%) Software Engineering
8 32 (9.33%) Reinforcement Learning
9 30 (8.75%) Migration
10 29 (8.45%) ITIL
10 29 (8.45%) Product Management
10 29 (8.45%) Workflow
11 28 (8.16%) Coaching
11 28 (8.16%) Multithreading
12 27 (7.87%) Visualisation
13 26 (7.58%) Biology
Programming Languages
1 71 (20.70%) C#
2 63 (18.37%) SQL
3 52 (15.16%) Python
4 51 (14.87%) JavaScript
5 41 (11.95%) Java
6 28 (8.16%) C
7 27 (7.87%) C++
8 16 (4.66%) T-SQL
9 14 (4.08%) PowerShell
10 12 (3.50%) Apex Code
11 8 (2.33%) R
11 8 (2.33%) VBA
12 6 (1.75%) PL/SQL
13 5 (1.46%) Shell Script
14 3 (0.87%) Bash Shell
14 3 (0.87%) Data Analysis Expressions (DAX)
14 3 (0.87%) PHP
14 3 (0.87%) TypeScript
15 2 (0.58%) Ruby
16 1 (0.29%) ActionScript 3.0
Qualifications
1 41 (11.95%) Degree
2 26 (7.58%) MPhil
2 26 (7.58%) PhD
3 14 (4.08%) MBA
4 12 (3.50%) PRINCE2 Practitioner
5 9 (2.62%) Microsoft Certification
5 9 (2.62%) PMI Certification
5 9 (2.62%) PMP
6 7 (2.04%) SC Cleared
6 7 (2.04%) Security Cleared
7 6 (1.75%) PRINCE2 Certification
8 5 (1.46%) CISM
8 5 (1.46%) CISSP
9 4 (1.17%) A+ Certification
9 4 (1.17%) HNC
9 4 (1.17%) ITIL Foundation Certificate
9 4 (1.17%) MCITP
9 4 (1.17%) MCSA
9 4 (1.17%) MOS
10 3 (0.87%) Computer Science Degree
Quality Assurance & Compliance
1 12 (3.50%) ISO/IEC 27001
2 10 (2.92%) SLA
3 8 (2.33%) Data Quality
3 8 (2.33%) GDPR
3 8 (2.33%) PMO
4 7 (2.04%) PCI DSS
5 5 (1.46%) Actionable Recommendations
6 2 (0.58%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
6 2 (0.58%) SEPA
7 1 (0.29%) QA
System Software
1 16 (4.66%) Docker
1 16 (4.66%) VMware Infrastructure
2 13 (3.79%) Active Directory
3 6 (1.75%) vSphere
4 4 (1.17%) Firmware
5 3 (0.87%) Ceph
5 3 (0.87%) PowerHA
5 3 (0.87%) XenApp
6 2 (0.58%) BitLocker
6 2 (0.58%) Microsoft Virtual Server
6 2 (0.58%) Virtual Servers
6 2 (0.58%) VMware ESXi
6 2 (0.58%) VMware NSX
6 2 (0.58%) VMware Workstation
7 1 (0.29%) HDFS
7 1 (0.29%) Hyper-V
Systems Management
1 17 (4.96%) Kubernetes
2 9 (2.62%) Ansible
2 9 (2.62%) Docker Swarm
3 6 (1.75%) Prometheus
4 5 (1.46%) Puppet
5 4 (1.17%) NetBackup
5 4 (1.17%) SCCM
6 3 (0.87%) EMC NetWorker
6 3 (0.87%) Opscode Chef
6 3 (0.87%) Tivoli Storage Manager
6 3 (0.87%) vCenter Server
6 3 (0.87%) vRealize
6 3 (0.87%) vRealize Orchestrator
7 2 (0.58%) McAfee ePO
7 2 (0.58%) Microsoft Intune
7 2 (0.58%) SCOM
7 2 (0.58%) SolarWinds Orion
8 1 (0.29%) HAProxy
8 1 (0.29%) Nagios
8 1 (0.29%) yum
Vendors
1 61 (17.78%) Microsoft
2 29 (8.45%) Oracle
3 18 (5.25%) VMware
4 17 (4.96%) Tableau
4 17 (4.96%) WorldPay
5 13 (3.79%) Salesforce.com
6 9 (2.62%) IBM
7 8 (2.33%) Infor
8 7 (2.04%) NetApp
9 6 (1.75%) Adobe
9 6 (1.75%) Alteryx
9 6 (1.75%) Google
9 6 (1.75%) Splunk
10 5 (1.46%) Planview
11 4 (1.17%) Apple
11 4 (1.17%) EMC
11 4 (1.17%) Fortinet
11 4 (1.17%) Red Hat
12 3 (0.87%) Citrix
12 3 (0.87%) HP