Period
to 23 June 2018

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 June 2018 with a comparison to the same period over the previous 2 years.

Pharmaceutical (Pharma)
East of England > Cambridgeshire
6 months to
23 Jun 2018
Same period 2017 Same period 2016
Rank 182 150 103
Rank change year-on-year -32 -47 +69
Permanent jobs citing Pharmaceutical 31 39 99
As % of all permanent IT jobs advertised in Cambridgeshire 0.73% 1.08% 2.47%
As % of the General category 2.04% 3.63% 7.94%
Number of salaries quoted 24 27 85
Cambridgeshire median annual salary £45,000 £47,500 £45,000
Median salary % change year-on-year -5.26% +5.56% +24.14%
10th Percentile £37,500 £30,800 £32,500
90th Percentile £69,500 £66,750 £72,500
East of England median annual salary £45,000 £47,500 £45,000
% change year-on-year -5.26% +5.56% +12.50%

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 1,523 1,073 1,247
As % of all permanent IT jobs advertised in Cambridgeshire 35.65% 29.67% 31.16%
Number of salaries quoted 930 796 957
Cambridgeshire median annual salary £45,000 £47,500 £45,000
Median salary % change year-on-year -5.26% +5.56% -
10th Percentile £28,750 £29,000 £30,800
90th Percentile £67,500 £68,750 £72,500
East of England median annual salary £47,500 £45,000 £47,500
% change year-on-year +5.56% -5.26% +5.56%

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 June 2018.

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 June 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 -19 26 £45,000 -10.00% 11
St Neots - 2 £24,500 -
Pharmaceutical
East of England

For the 6 months to 23 June 2018, 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 16 (51.61%) Python
2 15 (48.39%) JavaScript
3 13 (41.94%) React
4 12 (38.71%) Java
5 10 (32.26%) AngularJS
6 9 (29.03%) jQuery
7 8 (25.81%) Machine Learning
8 7 (22.58%) MEAN Stack
8 7 (22.58%) Django
8 7 (22.58%) Life Science
8 7 (22.58%) NoSQL
8 7 (22.58%) Node.js
9 6 (19.35%) Software Engineering
9 6 (19.35%) Degree
9 6 (19.35%) Agile Software Development
9 6 (19.35%) Linux
10 5 (16.13%) DevOps
10 5 (16.13%) Docker
10 5 (16.13%) Web Services
10 5 (16.13%) Business Intelligence
10 5 (16.13%) Bioinformatics
10 5 (16.13%) Data Visualisation
10 5 (16.13%) RESTful
10 5 (16.13%) Visualisation
11 4 (12.90%) Computer Science
11 4 (12.90%) Data Analysis
11 4 (12.90%) XML
11 4 (12.90%) Oracle
11 4 (12.90%) Microsoft Office
11 4 (12.90%) Project Management

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 3 (9.68%) Apache
2 2 (6.45%) Elasticsearch
2 2 (6.45%) SharePoint
3 1 (3.23%) Apache Solr
Applications
1 4 (12.90%) Microsoft Office
Business Applications
1 2 (6.45%) NetSuite
Cloud Services
1 2 (6.45%) Amazon AWS
2 1 (3.23%) Amazon CloudWatch
2 1 (3.23%) Amazon EC2
2 1 (3.23%) Amazon Kinesis
2 1 (3.23%) AWS CloudFormation
2 1 (3.23%) AWS Elastic Beanstalk
2 1 (3.23%) Cloud Computing
2 1 (3.23%) GitHub
2 1 (3.23%) npm
2 1 (3.23%) Office 365
Communications & Networking
1 1 (3.23%) Internet
1 1 (3.23%) MQTT
1 1 (3.23%) TCP/IP
Database & Business Intelligence
1 7 (22.58%) NoSQL
2 4 (12.90%) Oracle Database
2 4 (12.90%) Relational Database
2 4 (12.90%) Text Mining
3 3 (9.68%) MongoDB
4 2 (6.45%) Big Data
5 1 (3.23%) Amazon DynamoDB
5 1 (3.23%) Data Mining
5 1 (3.23%) Hadoop
5 1 (3.23%) QlikView
Development Applications
1 2 (6.45%) Git (software)
1 2 (6.45%) Jenkins
2 1 (3.23%) CircleCI
2 1 (3.23%) GitLab
2 1 (3.23%) JIRA
2 1 (3.23%) Maven
General
1 2 (6.45%) Finance
2 1 (3.23%) Law
Job Titles
1 10 (32.26%) Developer
2 6 (19.35%) Full Stack Developer
3 5 (16.13%) Front End Developer (Client-Side Developer)
4 3 (9.68%) Java Developer
5 2 (6.45%) Administrator
5 2 (6.45%) Analyst
5 2 (6.45%) Business Intelligence Analyst
5 2 (6.45%) DevOps Engineer
5 2 (6.45%) Linux Administrator
5 2 (6.45%) Linux Systems Administrator
5 2 (6.45%) Presales Engineer
5 2 (6.45%) Presales Specialist
5 2 (6.45%) Professional Services Manager
5 2 (6.45%) Service Manager
5 2 (6.45%) Support Specialist
5 2 (6.45%) Systems Administrator
5 2 (6.45%) Technical Engineer
5 2 (6.45%) Technical Specialist
6 1 (3.23%) Digital Innovation Manager
6 1 (3.23%) Innovation Manager
Libraries, Frameworks & Software Standards
1 13 (41.94%) React
2 10 (32.26%) AngularJS
3 9 (29.03%) jQuery
4 7 (22.58%) Django
4 7 (22.58%) MEAN Stack
4 7 (22.58%) Node.js
5 5 (16.13%) RESTful
5 5 (16.13%) Web Services
6 4 (12.90%) GraphQL
6 4 (12.90%) XML
7 2 (6.45%) .NET
7 2 (6.45%) Express
7 2 (6.45%) JSON
7 2 (6.45%) Lucene
7 2 (6.45%) XSLT
8 1 (3.23%) CSS3
8 1 (3.23%) HTML
8 1 (3.23%) HTML5
8 1 (3.23%) Natural Language Processing
8 1 (3.23%) RabbitMQ
Miscellaneous
1 7 (22.58%) Life Science
2 4 (12.90%) Analytical Skills
2 4 (12.90%) Computer Science
3 2 (6.45%) Driving Licence
3 2 (6.45%) Management Information System
3 2 (6.45%) Pharmacovigilance
3 2 (6.45%) Self-Motivation
3 2 (6.45%) W3C
3 2 (6.45%) Web 2.0
4 1 (3.23%) Blog
4 1 (3.23%) Internet of Things
4 1 (3.23%) PKI
4 1 (3.23%) Social Media
Operating Systems
1 6 (19.35%) Linux
2 2 (6.45%) CentOS
2 2 (6.45%) Red Hat Enterprise Linux
2 2 (6.45%) Ubuntu
2 2 (6.45%) Unix
2 2 (6.45%) Windows
2 2 (6.45%) Windows Server
Processes & Methodologies
1 8 (25.81%) Machine Learning
2 6 (19.35%) Agile Software Development
2 6 (19.35%) Software Engineering
3 5 (16.13%) Bioinformatics
3 5 (16.13%) Business Intelligence
3 5 (16.13%) Data Visualisation
3 5 (16.13%) DevOps
3 5 (16.13%) Visualisation
4 4 (12.90%) Data Analysis
4 4 (12.90%) Project Management
5 3 (9.68%) Informatics
5 3 (9.68%) Mathematics
5 3 (9.68%) Rapid Prototyping
5 3 (9.68%) Scrum
5 3 (9.68%) Unit Testing
6 2 (6.45%) CRM
6 2 (6.45%) Data Management
6 2 (6.45%) OO
6 2 (6.45%) Web Design
6 2 (6.45%) Workflow
Programming Languages
1 16 (51.61%) Python
2 15 (48.39%) JavaScript
3 12 (38.71%) Java
4 3 (9.68%) Java 8
4 3 (9.68%) SQL
5 2 (6.45%) C#
5 2 (6.45%) Perl
6 1 (3.23%) Bash Shell
6 1 (3.23%) Clojure
6 1 (3.23%) Erlang
6 1 (3.23%) Go
6 1 (3.23%) Ruby
6 1 (3.23%) TypeScript
Qualifications
1 6 (19.35%) Degree
2 2 (6.45%) PMI Certification
2 2 (6.45%) PMP
3 1 (3.23%) CISSP
3 1 (3.23%) Computer Science Degree
3 1 (3.23%) GCIH
3 1 (3.23%) GIAC
3 1 (3.23%) PhD
Quality Assurance & Compliance
1 2 (6.45%) Data Quality
1 2 (6.45%) GDPR
1 2 (6.45%) WAI
2 1 (3.23%) ISO/IEC 27001
2 1 (3.23%) QA
System Software
1 5 (16.13%) Docker
2 1 (3.23%) Apache ZooKeeper
Systems Management
1 2 (6.45%) Ansible
1 2 (6.45%) Systems Management Server (SMS)
2 1 (3.23%) Consul
2 1 (3.23%) Docker Swarm
2 1 (3.23%) Kubernetes
2 1 (3.23%) logstash
2 1 (3.23%) Nagios
2 1 (3.23%) Opscode Chef
2 1 (3.23%) Prometheus
2 1 (3.23%) Puppet
2 1 (3.23%) Terraform
Vendors
1 4 (12.90%) Oracle
2 3 (9.68%) Microsoft
3 2 (6.45%) Salesforce.com
3 2 (6.45%) VMware
4 1 (3.23%) Cloudera
4 1 (3.23%) Cognos
4 1 (3.23%) SaltStack
4 1 (3.23%) Tableau