Period
to 27 November 2021

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 27 November 2021 with a comparison to the same period in the previous 2 years.

Decision-Making
England > East of England
6 months to
27 Nov 2021
Same period 2020 Same period 2019
Rank 54 98 89
Rank change year-on-year +44 -9 +9
Permanent jobs citing Decision-Making 247 39 223
As % of all permanent jobs advertised in the East of England 4.36% 1.98% 3.30%
As % of the Processes & Methodologies category 4.77% 2.22% 3.61%
Number of salaries quoted 73 36 153
10th Percentile £31,250 £33,125 £22,500
25th Percentile £36,250 £35,000 £33,250
Median annual salary (50th Percentile) £50,000 £47,500 £40,000
Median % change year-on-year +5.26% +18.75% -30.41%
75th Percentile £65,000 £70,625 £57,500
90th Percentile £83,750 £78,750 £70,000
England median annual salary £57,500 £55,000 £60,000
% change year-on-year +4.55% -8.33% +9.09%

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 5,180 1,757 6,182
As % of all permanent IT jobs advertised in the East of England 91.36% 89.41% 91.45%
Number of salaries quoted 2,705 1,454 4,507
10th Percentile £27,000 £29,500 £27,500
25th Percentile £35,000 £37,500 £36,250
Median annual salary (50th Percentile) £48,500 £50,000 £50,000
Median % change year-on-year -3.00% - +5.26%
75th Percentile £63,750 £63,750 £62,500
90th Percentile £75,000 £77,500 £75,000
England median annual salary £60,000 £55,000 £52,500
% change year-on-year +9.09% +4.76% -

Decision-Making
Job Vacancy Trend in the East of England

Job postings citing Decision-Making as a proportion 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

3-month moving average salary quoted in 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

Salary distribution for jobs citing Decision-Making in the East of England over the 6 months to 27 November 2021.

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 27 November 2021. 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
Cambridgeshire +20 113 £57,500 -17.86% 13
Hertfordshire +8 96 £48,650 +21.63% 17
Essex -2 20 £44,020 +25.77% 8
Bedfordshire -4 13 £37,500 +25.00% 3
Norfolk -20 5 £57,750 +44.38% 3
Suffolk -19 1 - - 2
Decision-Making
England

For the 6 months to 27 November 2021, 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.

1 127 (51.42%) Social Skills
2 121 (48.99%) Problem-Solving
3 120 (48.58%) Degree
4 116 (46.96%) Analytical Skills
5 78 (31.58%) Analytics
6 72 (29.15%) SQL
7 69 (27.94%) Management Information System
8 68 (27.53%) Finance
9 62 (25.10%) Project Management
10 56 (22.67%) Agile Software Development
11 55 (22.27%) Pharmaceutical
12 47 (19.03%) Business Intelligence
13 46 (18.62%) Microsoft Excel
14 45 (18.22%) Visualisation
15 41 (16.60%) Marketing
16 40 (16.19%) Computer Science
16 40 (16.19%) Microsoft
16 40 (16.19%) Data Analytics
17 39 (15.79%) Data Management
18 37 (14.98%) Data Visualisation
18 37 (14.98%) PhD
19 35 (14.17%) Validation
20 34 (13.77%) Mathematics
21 32 (12.96%) Statistics
22 31 (12.55%) Law
22 31 (12.55%) C
23 30 (12.15%) Process Improvement
24 29 (11.74%) Data-Driven Decision Making
24 29 (11.74%) Life Science
25 28 (11.34%) Microsoft PowerPoint

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 13 (5.26%) Apache Spark
2 8 (3.24%) SAS
3 4 (1.62%) SharePoint
4 2 (0.81%) CMS
5 1 (0.40%) OpenStack
5 1 (0.40%) Traefik
Applications
1 46 (18.62%) Microsoft Excel
2 28 (11.34%) Microsoft PowerPoint
3 14 (5.67%) Microsoft Office
4 8 (3.24%) SPSS
5 2 (0.81%) Spreadsheet
6 1 (0.40%) Microsoft Project
6 1 (0.40%) MS Visio
Business Applications
1 5 (2.02%) SAP BPC
2 4 (1.62%) Maximo
3 2 (0.81%) Sprinklr
4 1 (0.40%) Raiser's Edge
4 1 (0.40%) Shopify
Cloud Services
1 22 (8.91%) Azure
1 22 (8.91%) Power Platform
2 15 (6.07%) AWS
3 13 (5.26%) Veeva
4 12 (4.86%) Azure Pipelines
5 8 (3.24%) GCP
6 7 (2.83%) Microsoft 365
7 6 (2.43%) SaaS
8 5 (2.02%) PowerApps
8 5 (2.02%) Snowflake
8 5 (2.02%) Twilio
9 4 (1.62%) Amazon EC2
9 4 (1.62%) Amazon S3
9 4 (1.62%) Power Automate
9 4 (1.62%) Serverless
10 3 (1.21%) OneDrive
11 2 (0.81%) Adobe Analytics
11 2 (0.81%) Google Analytics
Communications & Networking
1 5 (2.02%) Skype
2 3 (1.21%) Firewall
2 3 (1.21%) Intrusion Detection
2 3 (1.21%) LAN
2 3 (1.21%) VPN
2 3 (1.21%) WAN
3 2 (0.81%) Intranet
4 1 (0.40%) Broadband
4 1 (0.40%) DNS
4 1 (0.40%) Internet
Database & Business Intelligence
1 27 (10.93%) Data Warehouse
2 23 (9.31%) Big Data
3 22 (8.91%) Power BI
4 19 (7.69%) Enterprise Data Warehouse
5 18 (7.29%) SQL Server
5 18 (7.29%) Tableau
6 13 (5.26%) Apache Hive
6 13 (5.26%) Hadoop
7 8 (3.24%) BigQuery
8 5 (2.02%) SQL Server Reporting Services
8 5 (2.02%) ThoughtSpot
9 4 (1.62%) Oracle Database
9 4 (1.62%) Oracle Database 11g
9 4 (1.62%) SQL Server Analysis Services
9 4 (1.62%) SQL Server Integration Services
9 4 (1.62%) Star Schema
10 3 (1.21%) Electronic Patient Records
10 3 (1.21%) Flink
11 2 (0.81%) Data Mining
11 2 (0.81%) Relational Database
Development Applications
1 3 (1.21%) Git (software)
2 1 (0.40%) Eclipse
2 1 (0.40%) GitLab
2 1 (0.40%) Jenkins
General
1 127 (51.42%) Social Skills
2 116 (46.96%) Analytical Skills
3 68 (27.53%) Finance
4 55 (22.27%) Pharmaceutical
5 41 (16.60%) Marketing
6 31 (12.55%) Law
7 26 (10.53%) Manufacturing
8 21 (8.50%) Inclusion and Diversity
9 20 (8.10%) Legal
10 18 (7.29%) Influencing Skills
11 17 (6.88%) Retail
12 10 (4.05%) Presentation Skills
13 8 (3.24%) Games
13 8 (3.24%) Publishing
14 7 (2.83%) Telecoms
15 4 (1.62%) Environmental Health
15 4 (1.62%) Public Sector
16 3 (1.21%) Advertising
16 3 (1.21%) Humanities
Job Titles
1 45 (18.22%) Analyst
2 21 (8.50%) Developer
3 18 (7.29%) Project Manager
4 15 (6.07%) Data Analyst
5 13 (5.26%) Data Manager
6 12 (4.86%) .NET Developer
6 12 (4.86%) C# .NET Developer
6 12 (4.86%) C# Developer
6 12 (4.86%) Senior Analyst
7 10 (4.05%) Technical Analyst
8 9 (3.64%) Senior Data Warehouse Specialist
9 8 (3.24%) Architect
9 8 (3.24%) Research Scientist
9 8 (3.24%) Senior Manager
10 7 (2.83%) Infrastructure Engineer
10 7 (2.83%) Monitoring Analyst
10 7 (2.83%) Service Manager
11 6 (2.43%) Business Intelligence Analyst
11 6 (2.43%) Product Manager
11 6 (2.43%) Systems Analyst
Libraries, Frameworks & Software Standards
1 17 (6.88%) HTML
2 15 (6.07%) JSON
3 12 (4.86%) .NET
3 12 (4.86%) .NET Core
3 12 (4.86%) .NET Framework
3 12 (4.86%) CSS
3 12 (4.86%) Entity Framework
3 12 (4.86%) jQuery
3 12 (4.86%) Twitter Bootstrap
3 12 (4.86%) XML
4 5 (2.02%) PyTorch
4 5 (2.02%) TensorFlow
5 4 (1.62%) Flask
5 4 (1.62%) RESTful
5 4 (1.62%) Shiny
6 3 (1.21%) AngularJS
6 3 (1.21%) React
6 3 (1.21%) Spark Streaming
6 3 (1.21%) Spring
6 3 (1.21%) Web Services
Miscellaneous
1 69 (27.94%) Management Information System
2 29 (11.74%) Life Science
3 22 (8.91%) Social Media
4 18 (7.29%) User Experience
5 12 (4.86%) Data Centre
6 8 (3.24%) Blog
7 6 (2.43%) Biotechnology
7 6 (2.43%) Self-Motivation
7 6 (2.43%) Virtual Team
8 5 (2.02%) Data Structures
8 5 (2.02%) iPad
9 4 (1.62%) Cloud Native
9 4 (1.62%) NHS
9 4 (1.62%) Pharmacovigilance
9 4 (1.62%) Robotics
10 3 (1.21%) Public Cloud
11 2 (0.81%) Algorithms
11 2 (0.81%) Digital Media
11 2 (0.81%) Driving Licence
11 2 (0.81%) Taxonomies
Operating Systems
1 1 (0.40%) CentOS
1 1 (0.40%) Linux
1 1 (0.40%) Red Hat Enterprise Linux
1 1 (0.40%) Ubuntu
1 1 (0.40%) VMS
Processes & Methodologies
1 121 (48.99%) Problem-Solving
2 78 (31.58%) Analytics
3 62 (25.10%) Project Management
4 56 (22.67%) Agile Software Development
5 47 (19.03%) Business Intelligence
6 45 (18.22%) Visualisation
7 40 (16.19%) Computer Science
7 40 (16.19%) Data Analytics
8 39 (15.79%) Data Management
9 37 (14.98%) Data Visualisation
10 35 (14.17%) Validation
11 34 (13.77%) Mathematics
12 32 (12.96%) Statistics
13 30 (12.15%) Process Improvement
14 29 (11.74%) Data-Driven Decision Making
15 28 (11.34%) Matrix Organization
16 27 (10.93%) Data Analysis
16 27 (10.93%) Strategic Thinking
17 25 (10.12%) A/B Testing
17 25 (10.12%) Business Analysis
Programming Languages
1 72 (29.15%) SQL
2 31 (12.55%) C
3 22 (8.91%) Python
4 18 (7.29%) R
5 16 (6.48%) Java
6 15 (6.07%) JavaScript
7 12 (4.86%) C#
8 8 (3.24%) VBA
9 4 (1.62%) C++
9 4 (1.62%) Ladder Logic
10 3 (1.21%) Data Analysis Expressions (DAX)
10 3 (1.21%) Erlang
10 3 (1.21%) Rust
10 3 (1.21%) TypeScript
11 2 (0.81%) T-SQL
12 1 (0.40%) Bash Shell
Qualifications
1 120 (48.58%) Degree
2 37 (14.98%) PhD
3 25 (10.12%) Master's Degree
4 8 (3.24%) Computer Science Degree
5 5 (2.02%) Numerate Degree
6 4 (1.62%) HNC
7 3 (1.21%) SC Cleared
7 3 (1.21%) Security Cleared
8 2 (0.81%) A+ Certification
8 2 (0.81%) MCITP
8 2 (0.81%) MCSA
8 2 (0.81%) Microsoft Certification
9 1 (0.40%) Postgraduate
Quality Assurance & Compliance
1 20 (8.10%) Good Clinical Practice
2 9 (3.64%) Data Quality
3 8 (3.24%) GMP
4 7 (2.83%) GxP
5 4 (1.62%) Sarbanes-Oxley
5 4 (1.62%) SLA
6 3 (1.21%) GRC
6 3 (1.21%) ISO 14001
6 3 (1.21%) NEBOSH
6 3 (1.21%) QA
7 2 (0.81%) Actionable Recommendations
8 1 (0.40%) GAMP
System Software
1 7 (2.83%) Active Directory
2 5 (2.02%) Virtual Servers
3 4 (1.62%) Docker
4 2 (0.81%) Virtual Machines
5 1 (0.40%) Shibboleth
5 1 (0.40%) VMware Infrastructure
Systems Management
1 8 (3.24%) Kubernetes
2 2 (0.81%) Puppet
3 1 (0.40%) Ansible
3 1 (0.40%) Cobbler
3 1 (0.40%) Consul
3 1 (0.40%) Galera Cluster
3 1 (0.40%) Grafana
3 1 (0.40%) HAProxy
3 1 (0.40%) Packer
3 1 (0.40%) Terraform
Vendors
1 40 (16.19%) Microsoft
2 19 (7.69%) Facebook
3 18 (7.29%) SAP
4 14 (5.67%) Google
5 10 (4.05%) Oracle
6 8 (3.24%) Instagram
6 8 (3.24%) Twitter
6 8 (3.24%) YouTube
7 5 (2.02%) Alteryx
7 5 (2.02%) SendGrid
7 5 (2.02%) Workday
8 4 (1.62%) Siemens
8 4 (1.62%) Splunk
9 3 (1.21%) CA
10 2 (0.81%) Adobe
10 2 (0.81%) MicroStrategy
10 2 (0.81%) Omniture
11 1 (0.40%) NEC
11 1 (0.40%) VMware