Period
to 22 July 2018

The following table provides summary statistics for permanent job vacancies advertised in Cambridgeshire with a requirement for Use Case skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Use Case over the 6 months to 22 July 2018 with a comparison to the same period in the previous 2 years.

Use Cases
East of England > Cambridgeshire
6 months to
22 Jul 2018
Same period 2017 Same period 2016
Rank 190 193 178
Rank change year-on-year +3 -15 +8
Permanent jobs citing Use Case 11 13 22
As % of all permanent IT jobs advertised in Cambridgeshire 0.27% 0.34% 0.55%
As % of the Processes & Methodologies category 0.29% 0.38% 0.62%
Number of salaries quoted 6 9 19
Cambridgeshire median annual salary £49,500 £50,000 £42,500
Median salary % change year-on-year -1.00% +17.65% -15.00%
10th Percentile £42,375 £45,750 £26,250
90th Percentile £55,000 £58,500 £59,000
East of England median annual salary £54,000 £46,250 £50,000
% change year-on-year +16.76% -7.50% +3.09%

Use Case 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 3,738 3,391 3,576
As % of all permanent IT jobs advertised in Cambridgeshire 92.55% 89.83% 89.83%
Number of salaries quoted 2,391 2,589 2,873
Cambridgeshire median annual salary £45,000 £45,000 £45,000
10th Percentile £27,000 £27,000 £27,500
90th Percentile £67,500 £70,000 £65,000
East of England median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +2.27%

Use Case
Job Vacancy Trend in Cambridgeshire

Job postings citing Use Case as a percentage of all IT jobs advertised in Cambridgeshire.

Job vacancy trend for Use Case in Cambridgeshire

Use Case
Salary Trend in Cambridgeshire

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

Salary trend for Use Case in Cambridgeshire

Use Case
Salary Histogram in Cambridgeshire

The salary distribution of IT jobs citing Use Case in Cambridgeshire over the 6 months to 22 July 2018.

Salary histogram for Use Case in Cambridgeshire

Use Case
Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Use Case within the Cambridgeshire region over the 6 months to 22 July 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 +9 5 - - 1
Peterborough -24 4 £47,125 -0.79%
Use Case
East of England

For the 6 months to 22 July 2018, IT jobs citing Use Case 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 Use Case.

1 9 (81.82%) Degree
2 8 (72.73%) Linux
3 7 (63.64%) Machine Learning
3 7 (63.64%) Docker
4 6 (54.55%) JavaScript
5 5 (45.45%) Apache
5 5 (45.45%) Computer Science
5 5 (45.45%) Software Engineering
5 5 (45.45%) Statistics
5 5 (45.45%) Cloud Computing
5 5 (45.45%) Amazon EC2
5 5 (45.45%) Amazon AWS
5 5 (45.45%) Open Source
5 5 (45.45%) Parallel Processing
5 5 (45.45%) TensorFlow
5 5 (45.45%) Apache Spark
5 5 (45.45%) LXC
5 5 (45.45%) Computer Science Degree
6 4 (36.36%) Malware Analysis
6 4 (36.36%) CSIRT
6 4 (36.36%) Cybersecurity
6 4 (36.36%) QRadar
6 4 (36.36%) CompTIA Security+
6 4 (36.36%) Security Operations
6 4 (36.36%) SIEM
6 4 (36.36%) Security Architecture
6 4 (36.36%) Problem Management
6 4 (36.36%) Incident Management
6 4 (36.36%) GCIA
6 4 (36.36%) CEH

Use Case
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 5 (45.45%) Apache
1 5 (45.45%) Apache Spark
2 1 (9.09%) Elasticsearch
Cloud Services
1 5 (45.45%) Amazon AWS
1 5 (45.45%) Amazon EC2
1 5 (45.45%) Cloud Computing
2 1 (9.09%) GitHub
2 1 (9.09%) npm
Communications & Networking
1 4 (36.36%) DNS
1 4 (36.36%) Firewall
1 4 (36.36%) HTTP
1 4 (36.36%) MPLS
1 4 (36.36%) SSL
1 4 (36.36%) TCP/IP
1 4 (36.36%) VPN
Database & Business Intelligence
1 1 (9.09%) Big Data
1 1 (9.09%) Data Mining
1 1 (9.09%) Text Mining
Development Applications
1 2 (18.18%) Git (software)
2 1 (9.09%) Jenkins
General
1 2 (18.18%) Pharmaceutical
Job Titles
1 7 (63.64%) Developer
2 5 (45.45%) Senior Developer
3 2 (18.18%) Analyst
3 2 (18.18%) Developer/Software Engineer
3 2 (18.18%) Security Engineer
3 2 (18.18%) Senior Software Developer
3 2 (18.18%) Senior Software Engineer
3 2 (18.18%) SIEM Engineer
3 2 (18.18%) SOC Analyst
3 2 (18.18%) Software Engineer
4 1 (9.09%) Front End Developer (Client-Side Developer)
4 1 (9.09%) Front End Web Developer (Client-Side Developer)
4 1 (9.09%) Java Developer
4 1 (9.09%) Web Developer
Libraries, Frameworks & Software Standards
1 5 (45.45%) TensorFlow
2 2 (18.18%) AngularJS
2 2 (18.18%) JSON
2 2 (18.18%) React
2 2 (18.18%) RESTful
2 2 (18.18%) Web Services
2 2 (18.18%) XML
3 1 (9.09%) Angular 2
3 1 (9.09%) CSS
3 1 (9.09%) CSS3
3 1 (9.09%) DOM
3 1 (9.09%) HTML
3 1 (9.09%) HTML5
3 1 (9.09%) jQuery
3 1 (9.09%) Lucene
Miscellaneous
1 5 (45.45%) Computer Science
2 4 (36.36%) Management Information System
3 2 (18.18%) Life Science
3 2 (18.18%) Security Operations Centre
4 1 (9.09%) Blog
Operating Systems
1 8 (72.73%) Linux
2 2 (18.18%) Red Hat Enterprise Linux
2 2 (18.18%) Windows
2 2 (18.18%) Windows Server
Processes & Methodologies
1 7 (63.64%) Machine Learning
2 5 (45.45%) Open Source
2 5 (45.45%) Parallel Processing
2 5 (45.45%) Software Engineering
2 5 (45.45%) Statistics
3 4 (36.36%) Change Management
3 4 (36.36%) Cybersecurity
3 4 (36.36%) Incident Management
3 4 (36.36%) ITIL
3 4 (36.36%) Malware Analysis
3 4 (36.36%) Problem Management
3 4 (36.36%) Security Architecture
3 4 (36.36%) Security Operations
3 4 (36.36%) SIEM
4 2 (18.18%) Business Intelligence
4 2 (18.18%) Content Development
4 2 (18.18%) Continuous Improvement
4 2 (18.18%) Cyber Threat Intelligence
4 2 (18.18%) Rapid Prototyping
4 2 (18.18%) Threat Intelligence
Programming Languages
1 6 (54.55%) JavaScript
2 4 (36.36%) Python
3 2 (18.18%) Julia
3 2 (18.18%) MATLAB
3 2 (18.18%) Perl
3 2 (18.18%) PowerShell
3 2 (18.18%) VBA
4 1 (9.09%) Java
4 1 (9.09%) Java 8
4 1 (9.09%) SQL
4 1 (9.09%) TypeScript
Qualifications
1 9 (81.82%) Degree
2 5 (45.45%) Computer Science Degree
3 4 (36.36%) CCNA
3 4 (36.36%) CEH
3 4 (36.36%) Cisco Certification
3 4 (36.36%) CompTIA Security+
3 4 (36.36%) GCIA
Quality Assurance & Compliance
1 2 (18.18%) SLA
System Software
1 7 (63.64%) Docker
2 5 (45.45%) LXC
Systems Management
1 4 (36.36%) CSIRT
1 4 (36.36%) QRadar