Period
to 12 December 2018

The following table provides summary statistics for permanent job vacancies advertised in Cambridgeshire 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 12 December 2018 with a comparison to the same period in the previous 2 years.

Decision-Making
East of England > Cambridgeshire
6 months to
12 Dec 2018
Same period 2017 Same period 2016
Rank 90 167 114
Rank change year-on-year +77 -53 +6
Permanent jobs citing Decision-Making 88 47 66
As % of all permanent IT jobs advertised in Cambridgeshire 2.85% 1.09% 1.91%
As % of the Processes & Methodologies category 3.11% 1.16% 2.13%
Number of salaries quoted 54 37 86
Cambridgeshire median annual salary £57,500 £52,500 £60,000
Median salary % change year-on-year +9.52% -12.50% +50.00%
10th Percentile £39,000 £34,900 £31,500
90th Percentile £87,500 £72,500 £98,750
East of England median annual salary £57,480 £50,000 £57,500
% change year-on-year +14.96% -13.04% +53.33%

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 Cambridgeshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Cambridgeshire
Permanent vacancies with a requirement for process or methodology skills 2,832 4,060 3,099
As % of all permanent IT jobs advertised in Cambridgeshire 91.83% 93.81% 89.77%
Number of salaries quoted 2,028 3,087 2,556
Cambridgeshire median annual salary £49,500 £47,500 £45,000
Median salary % change year-on-year +4.21% +5.56% +2.27%
10th Percentile £28,250 £27,500 £26,250
90th Percentile £72,500 £70,000 £66,250
East of England median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% -

Decision-Making
Job Vacancy Trend in Cambridgeshire

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

Job vacancy trend for Decision-Making in Cambridgeshire

Decision-Making
Salary Trend in Cambridgeshire

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

Salary trend for Decision-Making in Cambridgeshire

Decision-Making
Salary Histogram in Cambridgeshire

The salary distribution of IT jobs citing Decision-Making in Cambridgeshire over the 6 months to 12 December 2018.

Salary histogram for Decision-Making in Cambridgeshire

Decision-Making
Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Decision-Making within the Cambridgeshire region over the 6 months to 12 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
Cambridge +63 69 £55,000 +4.76% 12
Peterborough -13 18 £85,000 +91.01% 5
Decision-Making
East of England

For the 6 months to 12 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 Cambridgeshire region with a requirement for Decision-Making.

1 43 (48.86%) Agile Software Development
2 27 (30.68%) Python
3 25 (28.41%) Artificial Intelligence
3 25 (28.41%) Machine Learning
3 25 (28.41%) Reinforcement Learning
4 22 (25.00%) C#
5 20 (22.73%) Business Analysis
6 19 (21.59%) Software Engineering
6 19 (21.59%) Java
6 19 (21.59%) C
6 19 (21.59%) Analytical Skills
7 18 (20.45%) Bayesian Methods
7 18 (20.45%) Algorithms
7 18 (20.45%) WorldPay
7 18 (20.45%) TensorFlow
7 18 (20.45%) Natural Language Processing
7 18 (20.45%) Distributed Algorithms
7 18 (20.45%) Deep Learning
7 18 (20.45%) Requirements Analysis
7 18 (20.45%) Mathematics
7 18 (20.45%) Biology
7 18 (20.45%) Multithreading
7 18 (20.45%) Product Management
7 18 (20.45%) C++
7 18 (20.45%) PhD
7 18 (20.45%) Stakeholder Management
7 18 (20.45%) Games
7 18 (20.45%) Computational Linguistics
7 18 (20.45%) Computational Biology
7 18 (20.45%) Probabilistic Modelling

Decision-Making
Co-occurring IT Skills in Cambridgeshire 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 2 (2.27%) SAS
2 1 (1.14%) Apache Spark
2 1 (1.14%) Smallworld
Applications
1 6 (6.82%) Microsoft Excel
2 3 (3.41%) EngageOne
3 2 (2.27%) Microsoft PowerPoint
4 1 (1.14%) SPSS
Business Applications
1 4 (4.55%) Payment Gateway
Cloud Services
1 7 (7.95%) Cloud Computing
2 5 (5.68%) GitHub
3 2 (2.27%) Amazon AWS
3 2 (2.27%) Microsoft Azure
3 2 (2.27%) Office 365
4 1 (1.14%) Google Cloud Platform
Communications & Networking
1 4 (4.55%) VSAT
2 2 (2.27%) DHCP
2 2 (2.27%) DNS
2 2 (2.27%) Firewall
2 2 (2.27%) VLAN
2 2 (2.27%) VoIP
2 2 (2.27%) VPN
3 1 (1.14%) Network Security
3 1 (1.14%) Wireless
Database & Business Intelligence
1 4 (4.55%) Big Data
2 3 (3.41%) Hadoop
2 3 (3.41%) Power BI
2 3 (3.41%) SQL Server
2 3 (3.41%) SQL Server Analysis Services
2 3 (3.41%) SQL Server Integration Services
2 3 (3.41%) SQL Server Reporting Services
3 2 (2.27%) Apache Hive
3 2 (2.27%) GIS
3 2 (2.27%) MySQL
3 2 (2.27%) QlikView
3 2 (2.27%) SQL Server 2012
4 1 (1.14%) Amazon Redshift
4 1 (1.14%) Base SAS
4 1 (1.14%) Blockchain
4 1 (1.14%) Data Lake
4 1 (1.14%) Geospatial Data
4 1 (1.14%) Pentaho
4 1 (1.14%) Relational Database
4 1 (1.14%) SAP HANA
Development Applications
1 7 (7.95%) JIRA
2 2 (2.27%) NUnit
3 1 (1.14%) Git (software)
3 1 (1.14%) Mocha
3 1 (1.14%) Subversion
General
1 18 (20.45%) Games
2 16 (18.18%) Publishing
3 7 (7.95%) Finance
4 6 (6.82%) Law
4 6 (6.82%) Retail
5 4 (4.55%) Electronics
6 2 (2.27%) Telecoms
7 1 (1.14%) Advertising
7 1 (1.14%) Banking
7 1 (1.14%) German Language
7 1 (1.14%) Legal
7 1 (1.14%) Manufacturing
7 1 (1.14%) Marketing
Job Titles
1 32 (36.36%) Developer
2 23 (26.14%) Software Developer
3 17 (19.32%) Developer/Software Engineer
3 17 (19.32%) Software Engineer
4 14 (15.91%) Analyst
5 11 (12.50%) Product Owner
6 9 (10.23%) Architect
7 8 (9.09%) Business Analyst
7 8 (9.09%) Mathematical Developer
7 8 (9.09%) Solutions Architect
8 7 (7.95%) Cloud Engineer
8 7 (7.95%) DevOps Engineer
8 7 (7.95%) Linux DevOps Engineer
8 7 (7.95%) Linux Engineer
8 7 (7.95%) Linux Scripter
8 7 (7.95%) Linux/Unix DevOps
8 7 (7.95%) Machine Learning Engineer
8 7 (7.95%) Mathematical Modelling Developer
8 7 (7.95%) Mathematical Modelling Engineer
8 7 (7.95%) Monitoring Engineer
Libraries, Frameworks & Software Standards
1 18 (20.45%) Natural Language Processing
1 18 (20.45%) TensorFlow
2 5 (5.68%) AngularJS
2 5 (5.68%) CSS
2 5 (5.68%) HTML
2 5 (5.68%) jQuery
2 5 (5.68%) Node.js
2 5 (5.68%) React
3 4 (4.55%) JSON
3 4 (4.55%) RESTful
4 3 (3.41%) Kafka
4 3 (3.41%) XML
5 2 (2.27%) .NET
5 2 (2.27%) MSMQ
5 2 (2.27%) RabbitMQ
5 2 (2.27%) Web Services
6 1 (1.14%) .NET Framework
6 1 (1.14%) ASP.NET
6 1 (1.14%) ASP.NET MVC
6 1 (1.14%) OAuth
Miscellaneous
1 19 (21.59%) Analytical Skills
2 18 (20.45%) Algorithms
3 17 (19.32%) Robotics
3 17 (19.32%) Smart City
4 14 (15.91%) Fintech
5 9 (10.23%) Greenfield Project
5 9 (10.23%) Self-Motivation
6 4 (4.55%) Public Cloud
7 3 (3.41%) Management Information System
8 1 (1.14%) Data Structures
8 1 (1.14%) Driving Licence
8 1 (1.14%) User Experience
Operating Systems
1 12 (13.64%) Linux
2 5 (5.68%) Unix
3 2 (2.27%) Windows
3 2 (2.27%) Windows Server
4 1 (1.14%) Windows Server 2008
4 1 (1.14%) Windows Server 2012
Processes & Methodologies
1 43 (48.86%) Agile Software Development
2 25 (28.41%) Artificial Intelligence
2 25 (28.41%) Machine Learning
2 25 (28.41%) Reinforcement Learning
3 20 (22.73%) Business Analysis
4 19 (21.59%) Software Engineering
5 18 (20.45%) Bayesian Methods
5 18 (20.45%) Biology
5 18 (20.45%) Computational Biology
5 18 (20.45%) Computational Linguistics
5 18 (20.45%) Deep Learning
5 18 (20.45%) Distributed Algorithms
5 18 (20.45%) Mathematics
5 18 (20.45%) Multithreading
5 18 (20.45%) Probabilistic Modelling
5 18 (20.45%) Problem-Solving
5 18 (20.45%) Product Management
5 18 (20.45%) Requirements Analysis
5 18 (20.45%) Stakeholder Management
6 13 (14.77%) Scrum
Programming Languages
1 27 (30.68%) Python
2 22 (25.00%) C#
3 19 (21.59%) C
3 19 (21.59%) Java
4 18 (20.45%) C++
5 11 (12.50%) SQL
6 5 (5.68%) JavaScript
7 2 (2.27%) PowerShell
7 2 (2.27%) R
7 2 (2.27%) VBA
8 1 (1.14%) ES6
8 1 (1.14%) PHP
8 1 (1.14%) Scala
Qualifications
1 18 (20.45%) MPhil
1 18 (20.45%) PhD
2 9 (10.23%) Degree
3 4 (4.55%) HNC
4 1 (1.14%) CCNA
4 1 (1.14%) Cisco Certification
4 1 (1.14%) CISM
4 1 (1.14%) CISSP
4 1 (1.14%) Computer Science Degree
4 1 (1.14%) MCP
4 1 (1.14%) PRINCE2 Practitioner
4 1 (1.14%) SAS Certification
Quality Assurance & Compliance
1 4 (4.55%) ISO/IEC 20000
2 3 (3.41%) SLA
3 1 (1.14%) Data Quality
3 1 (1.14%) ISO/IEC 27001
3 1 (1.14%) NIST 800
3 1 (1.14%) PMO
System Software
1 7 (7.95%) Docker
2 2 (2.27%) Active Directory
2 2 (2.27%) Hyper-V
3 1 (1.14%) HDFS
3 1 (1.14%) VMware Infrastructure
Systems Management
1 7 (7.95%) Ansible
1 7 (7.95%) Docker Swarm
1 7 (7.95%) Kubernetes
1 7 (7.95%) Prometheus
Vendors
1 18 (20.45%) WorldPay
2 7 (7.95%) Splunk
3 2 (2.27%) Microsoft
3 2 (2.27%) Tableau
3 2 (2.27%) VMware
4 1 (1.14%) Cisco
4 1 (1.14%) Citrix
4 1 (1.14%) Google
4 1 (1.14%) Salesforce.com
4 1 (1.14%) SAP