Period
to 23 March 2019

The table below looks at the prevalence of the term Pharmaceutical in permanent job vacancies advertised in Cambridgeshire. Included is a benchmarking guide to the salaries offered in vacancies that have cited Pharmaceutical over the 6 months to 23 March 2019 with a comparison to the same period over the previous 2 years.

Pharmaceutical (Pharma)
East of England > Cambridgeshire
6 months to
23 Mar 2019
Same period 2018 Same period 2017
Rank 136 160 135
Rank change year-on-year +24 -25 -44
Permanent jobs citing Pharmaceutical 37 60 52
As % of all permanent IT jobs advertised in Cambridgeshire 1.30% 1.33% 1.54%
As % of the General category 3.62% 4.05% 5.30%
Number of salaries quoted 32 37 33
Cambridgeshire median annual salary £50,000 £45,000 £50,000
Median salary % change year-on-year +11.11% -10.00% +11.11%
10th Percentile £36,825 £29,000 £27,800
90th Percentile £101,250 £68,750 £70,250
East of England median annual salary £50,000 £45,000 £55,000
% change year-on-year +11.11% -18.18% +15.79%

Pharmaceutical is in the General Skills 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 common skills.

All General Skills
Cambridgeshire
Permanent vacancies with a requirement for common skills 1,021 1,480 981
As % of all permanent IT jobs advertised in Cambridgeshire 35.89% 32.85% 28.98%
Number of salaries quoted 682 1,006 753
Cambridgeshire median annual salary £50,000 £50,000 £45,000
Median salary % change year-on-year - +11.11% -
10th Percentile £30,000 £29,000 £26,250
90th Percentile £71,250 £70,000 £71,250
East of England median annual salary £50,000 £49,250 £47,500
% change year-on-year +1.52% +3.68% -

Pharmaceutical
Job Vacancy Trend in Cambridgeshire

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

Job vacancy trend for Pharmaceutical in Cambridgeshire

Pharmaceutical
Salary Trend in Cambridgeshire

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

Salary trend for Pharmaceutical in Cambridgeshire

Pharmaceutical
Salary Histogram in Cambridgeshire

The salary distribution of IT jobs citing Pharmaceutical in Cambridgeshire over the 6 months to 23 March 2019.

Salary histogram for Pharmaceutical in Cambridgeshire

Pharmaceutical
Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Pharmaceutical within the Cambridgeshire region over the 6 months to 23 March 2019. 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 +36 37 £50,000 +11.11% 17
Pharmaceutical
East of England

For the 6 months to 23 March 2019, IT jobs citing Pharmaceutical 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 Pharmaceutical.

1 12 (32.43%) Python
1 12 (32.43%) Analytics
2 11 (29.73%) Computer Science
2 11 (29.73%) Life Science
3 9 (24.32%) Informatics
3 9 (24.32%) Machine Learning
3 9 (24.32%) Agile Software Development
3 9 (24.32%) Project Management
3 9 (24.32%) JavaScript
3 9 (24.32%) Data Science
4 8 (21.62%) Self-Motivation
4 8 (21.62%) Java
4 8 (21.62%) Business Intelligence
4 8 (21.62%) React
4 8 (21.62%) Biology
4 8 (21.62%) Data Integration
5 7 (18.92%) Data Quality
5 7 (18.92%) Data Transformation
5 7 (18.92%) Data Modelling
5 7 (18.92%) Data Lake
6 6 (16.22%) Bioinformatics
6 6 (16.22%) Software Engineering
6 6 (16.22%) Degree
6 6 (16.22%) Express
6 6 (16.22%) MongoDB
6 6 (16.22%) Amazon AWS
6 6 (16.22%) REST
7 5 (13.51%) NoSQL
7 5 (13.51%) Hadoop
7 5 (13.51%) Git (software)

Pharmaceutical
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 1 (2.70%) Tomcat
Cloud Services
1 6 (16.22%) Amazon AWS
2 1 (2.70%) Amazon EMR
2 1 (2.70%) Amazon S3
Communications & Networking
1 1 (2.70%) Bluetooth
1 1 (2.70%) Firewall
Database & Business Intelligence
1 7 (18.92%) Data Lake
2 6 (16.22%) MongoDB
3 5 (13.51%) Hadoop
3 5 (13.51%) NoSQL
4 4 (10.81%) MySQL
4 4 (10.81%) Relational Database
5 2 (5.41%) PostgreSQL
6 1 (2.70%) Amazon Aurora
6 1 (2.70%) Amazon Redshift
6 1 (2.70%) Apache Hive
6 1 (2.70%) Data Warehouse
6 1 (2.70%) Text Mining
Development Applications
1 5 (13.51%) Git (software)
2 1 (2.70%) GitLab
2 1 (2.70%) Jenkins
2 1 (2.70%) JIRA
2 1 (2.70%) Protractor
2 1 (2.70%) Selenium
General
1 4 (10.81%) Games
2 1 (2.70%) Manufacturing
2 1 (2.70%) Publishing
Job Titles
1 12 (32.43%) Developer
2 7 (18.92%) Programme Manager
3 5 (13.51%) Data Scientist
3 5 (13.51%) Senior Developer
4 4 (10.81%) JavaScript Developer
4 4 (10.81%) Research Scientist
5 3 (8.11%) Full Stack Developer
5 3 (8.11%) Mobile Developer
5 3 (8.11%) Senior Software Developer
5 3 (8.11%) Software Developer
5 3 (8.11%) Software Engineer
6 2 (5.41%) JavaScript Engineer
6 2 (5.41%) Python Engineer
6 2 (5.41%) Senior Mobile Developer
7 1 (2.70%) C# .NET Developer
7 1 (2.70%) IT Engineer
7 1 (2.70%) Junior C# Developer
7 1 (2.70%) Scientific Software Engineer
7 1 (2.70%) Senior IT Engineer
7 1 (2.70%) Senior Support Engineer
Libraries, Frameworks & Software Standards
1 8 (21.62%) React
2 6 (16.22%) Express
2 6 (16.22%) REST
3 5 (13.51%) AngularJS
3 5 (13.51%) Natural Language Processing
3 5 (13.51%) Web Services
4 4 (10.81%) Django
4 4 (10.81%) Node.js
4 4 (10.81%) TensorFlow
5 3 (8.11%) Apollo GraphQL
5 3 (8.11%) CSS
5 3 (8.11%) GraphQL
5 3 (8.11%) HTML
5 3 (8.11%) jQuery
5 3 (8.11%) MEAN Stack
5 3 (8.11%) Redux
5 3 (8.11%) RESTful
6 2 (5.41%) SOAP
7 1 (2.70%) CSS3
7 1 (2.70%) HTML5
Miscellaneous
1 11 (29.73%) Life Science
2 8 (21.62%) Self-Motivation
3 4 (10.81%) NHS
4 3 (8.11%) Greenfield Project
4 3 (8.11%) User Experience
5 2 (5.41%) W3C
5 2 (5.41%) Web 2.0
6 1 (2.70%) Analytical Skills
6 1 (2.70%) Enterprise Software
Operating Systems
1 4 (10.81%) Android
2 3 (8.11%) Linux
3 1 (2.70%) Apple iOS
3 1 (2.70%) Windows
Processes & Methodologies
1 12 (32.43%) Analytics
2 11 (29.73%) Computer Science
3 9 (24.32%) Agile Software Development
3 9 (24.32%) Data Science
3 9 (24.32%) Informatics
3 9 (24.32%) Machine Learning
3 9 (24.32%) Project Management
4 8 (21.62%) Biology
4 8 (21.62%) Business Intelligence
4 8 (21.62%) Data Integration
5 7 (18.92%) Data Modelling
5 7 (18.92%) Data Transformation
6 6 (16.22%) Bioinformatics
6 6 (16.22%) Software Engineering
7 4 (10.81%) Continuous Integration
7 4 (10.81%) Deep Learning
7 4 (10.81%) Front End Development
7 4 (10.81%) Mathematics
7 4 (10.81%) OO
7 4 (10.81%) Test Automation
Programming Languages
1 12 (32.43%) Python
2 9 (24.32%) JavaScript
3 8 (21.62%) Java
4 4 (10.81%) Scala
4 4 (10.81%) SQL
5 3 (8.11%) Apple Swift
5 3 (8.11%) C#
5 3 (8.11%) C++
5 3 (8.11%) Objective-C
6 2 (5.41%) Bash Shell
Qualifications
1 6 (16.22%) Degree
2 4 (10.81%) PhD
3 2 (5.41%) Computer Science Degree
4 1 (2.70%) PMI Certification
4 1 (2.70%) PMP
Quality Assurance & Compliance
1 7 (18.92%) Data Quality
2 2 (5.41%) ISO 13485
2 2 (5.41%) WAI
System Software
1 1 (2.70%) Active Directory
1 1 (2.70%) Docker
Systems Management
1 2 (5.41%) Ansible
2 1 (2.70%) SCCM
2 1 (2.70%) Terraform
Vendors
1 3 (8.11%) Oracle
2 2 (5.41%) Microsoft
3 1 (2.70%) Talend