Period
to 21 October 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 21 October 2018 with a comparison to the same period in the previous 2 years.

Decision-Making
East of England > Cambridgeshire
6 months to
21 Oct 2018
Same period 2017 Same period 2016
Rank 84 173 123
Rank change year-on-year +89 -50 +9
Permanent jobs citing Decision-Making 98 27 60
As % of all permanent IT jobs advertised in Cambridgeshire 2.87% 0.72% 1.69%
As % of the Processes & Methodologies category 3.12% 0.78% 1.90%
Number of salaries quoted 61 20 64
Cambridgeshire median annual salary £57,500 £50,000 £45,000
Median salary % change year-on-year +15.00% +11.11% +9.09%
10th Percentile £39,000 £45,000 £31,500
90th Percentile £87,500 £70,250 £98,750
East of England median annual salary £57,500 £45,000 £47,500
% change year-on-year +27.78% -5.26% +26.67%

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 3,140 3,479 3,166
As % of all permanent IT jobs advertised in Cambridgeshire 91.92% 92.28% 89.41%
Number of salaries quoted 2,152 2,703 2,609
Cambridgeshire median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% +2.27%
10th Percentile £27,500 £27,500 £26,250
90th Percentile £70,000 £70,000 £66,250
East of England median annual salary £47,500 £45,000 £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 21 October 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 21 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
Cambridge +76 74 £57,500 +15.00% 10
Peterborough - 23 £85,000 - 1
Decision-Making
East of England

For the 6 months to 21 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 Cambridgeshire region with a requirement for Decision-Making.

1 39 (39.80%) Agile Software Development
2 33 (33.67%) Python
3 32 (32.65%) C#
3 32 (32.65%) Artificial Intelligence
3 32 (32.65%) Machine Learning
3 32 (32.65%) Reinforcement Learning
4 27 (27.55%) Java
4 27 (27.55%) C
4 27 (27.55%) Software Engineering
5 26 (26.53%) Biology
5 26 (26.53%) Games
5 26 (26.53%) C++
5 26 (26.53%) PhD
5 26 (26.53%) Computational Linguistics
5 26 (26.53%) Computational Biology
5 26 (26.53%) Probabilistic Modelling
5 26 (26.53%) Bayesian Methods
5 26 (26.53%) Algorithms
5 26 (26.53%) TensorFlow
5 26 (26.53%) Natural Language Processing
5 26 (26.53%) Distributed Algorithms
5 26 (26.53%) Deep Learning
5 26 (26.53%) Multithreading
5 26 (26.53%) Smart City
5 26 (26.53%) MPhil
6 22 (22.45%) Problem-Solving
6 22 (22.45%) Robotics
7 20 (20.41%) Analytical Skills
8 19 (19.39%) Business Analysis
9 17 (17.35%) Stakeholder Management

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 (2.04%) IIS
2 1 (1.02%) Apache Spark
2 1 (1.02%) SAS
2 1 (1.02%) Smallworld
Applications
1 6 (6.12%) Microsoft Excel
2 3 (3.06%) EngageOne
2 3 (3.06%) Microsoft PowerPoint
3 2 (2.04%) Microsoft Project
4 1 (1.02%) SPSS
Business Applications
1 3 (3.06%) Payment Gateway
Cloud Services
1 6 (6.12%) Cloud Computing
2 5 (5.10%) GitHub
3 3 (3.06%) Amazon AWS
4 2 (2.04%) Microsoft Azure
Communications & Networking
1 4 (4.08%) VSAT
2 1 (1.02%) Intranet
Database & Business Intelligence
1 5 (5.10%) SQL Server
2 4 (4.08%) Big Data
3 3 (3.06%) Power BI
3 3 (3.06%) SQL Server Analysis Services
3 3 (3.06%) SQL Server Integration Services
3 3 (3.06%) SQL Server Reporting Services
4 2 (2.04%) GIS
4 2 (2.04%) Hadoop
4 2 (2.04%) MySQL
4 2 (2.04%) SQL Server 2012
5 1 (1.02%) Amazon Redshift
5 1 (1.02%) Apache Hive
5 1 (1.02%) Blockchain
5 1 (1.02%) BusinessObjects
5 1 (1.02%) Data Lake
5 1 (1.02%) Data Warehouse
5 1 (1.02%) Geospatial Data
5 1 (1.02%) MS Access
5 1 (1.02%) QlikView
5 1 (1.02%) Relational Database
Development Applications
1 10 (10.20%) JIRA
2 2 (2.04%) NUnit
3 1 (1.02%) Git (software)
3 1 (1.02%) Jenkins
3 1 (1.02%) Mocha
3 1 (1.02%) Subversion
General
1 26 (26.53%) Games
2 13 (13.27%) Finance
3 12 (12.24%) Publishing
4 6 (6.12%) Law
5 5 (5.10%) Marketing
6 4 (4.08%) Electronics
6 4 (4.08%) Retail
7 3 (3.06%) Telecoms
8 2 (2.04%) Legal
9 1 (1.02%) Advertising
9 1 (1.02%) Brand Awareness
9 1 (1.02%) Manufacturing
Job Titles
1 29 (29.59%) Developer
2 20 (20.41%) Software Developer
3 17 (17.35%) Machine Learning Engineer
4 14 (14.29%) Analyst
5 12 (12.24%) Developer/Software Engineer
5 12 (12.24%) Software Engineer
6 11 (11.22%) Python Engineer
7 9 (9.18%) Architect
7 9 (9.18%) Business Analyst
7 9 (9.18%) Product Owner
8 8 (8.16%) Solutions Architect
9 7 (7.14%) Mathematical Developer
10 6 (6.12%) Cloud Engineer
10 6 (6.12%) Linux DevOps Engineer
10 6 (6.12%) Linux Scripter
10 6 (6.12%) Machine Learning Developer
10 6 (6.12%) Mathematical Modelling Developer
10 6 (6.12%) Mathematical Modelling Engineer
10 6 (6.12%) Monitoring Engineer
10 6 (6.12%) Principal Software Developer
Libraries, Frameworks & Software Standards
1 26 (26.53%) Natural Language Processing
1 26 (26.53%) TensorFlow
2 5 (5.10%) AngularJS
2 5 (5.10%) CSS
2 5 (5.10%) HTML
2 5 (5.10%) jQuery
2 5 (5.10%) Node.js
2 5 (5.10%) React
3 4 (4.08%) .NET
4 3 (3.06%) ASP.NET
4 3 (3.06%) JSON
4 3 (3.06%) Kafka
4 3 (3.06%) RESTful
4 3 (3.06%) Web Services
4 3 (3.06%) XML
5 2 (2.04%) MSMQ
5 2 (2.04%) RabbitMQ
6 1 (1.02%) .NET Framework
6 1 (1.02%) ASP.NET MVC
6 1 (1.02%) OAuth
Miscellaneous
1 26 (26.53%) Algorithms
1 26 (26.53%) Smart City
2 22 (22.45%) Robotics
3 20 (20.41%) Analytical Skills
4 13 (13.27%) Fintech
5 9 (9.18%) Greenfield Project
5 9 (9.18%) Self-Motivation
6 3 (3.06%) Management Information System
7 2 (2.04%) Data Protection Act
7 2 (2.04%) Public Cloud
7 2 (2.04%) User Experience
8 1 (1.02%) Data Structures
8 1 (1.02%) Driving Licence
8 1 (1.02%) Foreign Exchange (FX)
8 1 (1.02%) iSeries
Operating Systems
1 11 (11.22%) Linux
2 5 (5.10%) Robot Operating System
2 5 (5.10%) Unix
Processes & Methodologies
1 39 (39.80%) Agile Software Development
2 32 (32.65%) Artificial Intelligence
2 32 (32.65%) Machine Learning
2 32 (32.65%) Reinforcement Learning
3 27 (27.55%) Software Engineering
4 26 (26.53%) Bayesian Methods
4 26 (26.53%) Biology
4 26 (26.53%) Computational Biology
4 26 (26.53%) Computational Linguistics
4 26 (26.53%) Deep Learning
4 26 (26.53%) Distributed Algorithms
4 26 (26.53%) Multithreading
4 26 (26.53%) Probabilistic Modelling
5 22 (22.45%) Problem-Solving
6 19 (19.39%) Business Analysis
7 17 (17.35%) Stakeholder Management
8 16 (16.33%) Product Management
8 16 (16.33%) Requirements Analysis
9 13 (13.27%) Mathematics
9 13 (13.27%) Scrum
Programming Languages
1 33 (33.67%) Python
2 32 (32.65%) C#
3 27 (27.55%) C
3 27 (27.55%) Java
4 26 (26.53%) C++
5 10 (10.20%) SQL
6 5 (5.10%) JavaScript
7 2 (2.04%) R
8 1 (1.02%) ES6
8 1 (1.02%) PHP
8 1 (1.02%) RPG
8 1 (1.02%) RPG IV
8 1 (1.02%) Scala
8 1 (1.02%) VBA
Qualifications
1 26 (26.53%) MPhil
1 26 (26.53%) PhD
2 11 (11.22%) Degree
3 4 (4.08%) HNC
4 1 (1.02%) PRINCE2 Practitioner
4 1 (1.02%) SAS Certification
Quality Assurance & Compliance
1 2 (2.04%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
2 1 (1.02%) Data Quality
2 1 (1.02%) PMO
2 1 (1.02%) SLA
System Software
1 8 (8.16%) Docker
2 1 (1.02%) HDFS
Systems Management
1 6 (6.12%) Ansible
1 6 (6.12%) Docker Swarm
1 6 (6.12%) Kubernetes
1 6 (6.12%) Prometheus
Vendors
1 17 (17.35%) WorldPay
2 6 (6.12%) Splunk
3 3 (3.06%) Microsoft
4 1 (1.02%) IBM
4 1 (1.02%) Salesforce.com
4 1 (1.02%) SAP
4 1 (1.02%) Tableau