Period
to 19 November 2017

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 19 November 2017 with a comparison to the same period over the previous 2 years.

Pharmaceutical (Pharma)
East of England > Cambridgeshire
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 133 124 150
Rank change year-on-year -9 +26 -36
Permanent jobs citing Pharmaceutical 78 54 41
As % of all permanent IT jobs advertised in Cambridgeshire 1.88% 1.56% 0.99%
As % of the General category 5.74% 5.06% 3.67%
Number of salaries quoted 58 44 35
Cambridgeshire median annual salary £45,000 £50,000 £45,000
Median salary % change year-on-year -10.00% +11.11% +7.14%
10th Percentile £29,000 £37,000 £35,000
90th Percentile £71,250 £71,250 £71,500
East of England median annual salary £45,000 £50,000 £40,000
% change year-on-year -10.00% +25.00% -5.88%

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 1360 1068 1116
As % of all permanent IT jobs advertised in Cambridgeshire 32.76% 30.85% 26.89%
Number of salaries quoted 1005 862 905
Cambridgeshire median annual salary £47,500 £46,000 £45,000
Median salary % change year-on-year +3.26% +2.22% -
10th Percentile £27,500 £27,500 £29,000
90th Percentile £72,500 £75,000 £71,250
East of England median annual salary £45,000 £47,500 £45,000
% change year-on-year -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 19 November 2017.

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 19 November 2017. 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 65 £45,000 -10.00% 6
Peterborough - 6 - -
Pharmaceutical
East of England

For the 6 months to 19 November 2017, IT jobs citing Pharmaceutical also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Cambridgeshire region with a requirement for Pharmaceutical.

1 35 (44.87%) Software Engineering
2 34 (43.59%) Java
2 34 (43.59%) JavaScript
3 33 (42.31%) Web Development
4 30 (38.46%) Python
5 20 (25.64%) OO
6 19 (24.36%) Web Services
6 19 (24.36%) Life Science
6 19 (24.36%) RESTful
7 18 (23.08%) AngularJS
7 18 (23.08%) Analytics
8 17 (21.79%) React
8 17 (21.79%) Node.js
8 17 (21.79%) Elasticsearch
8 17 (21.79%) NoSQL
8 17 (21.79%) jQuery
8 17 (21.79%) Data Management
9 16 (20.51%) OOD
9 16 (20.51%) Text Mining
9 16 (20.51%) Test Automation
9 16 (20.51%) Unit Testing
9 16 (20.51%) Front End Development
9 16 (20.51%) Knowledge Discovery
9 16 (20.51%) Customer-Centric Development
9 16 (20.51%) Cross-Browser Compatibility
9 16 (20.51%) Disruptive Innovation
9 16 (20.51%) Customer-Centricity
10 15 (19.23%) SDLC
10 15 (19.23%) REST
10 15 (19.23%) Windows

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 17 (21.79%) Elasticsearch
2 4 (5.13%) SAS
3 2 (2.56%) Apache Solr
4 1 (1.28%) Apache Spark
4 1 (1.28%) Jupyter
Applications
1 4 (5.13%) Microsoft Office
Cloud Services
1 1 (1.28%) Amazon AWS
Communications & Networking
1 6 (7.69%) LAN
2 1 (1.28%) Bluetooth
2 1 (1.28%) ZigBee
Database & Business Intelligence
1 17 (21.79%) NoSQL
2 16 (20.51%) Text Mining
3 5 (6.41%) Cognos Report Studio
4 1 (1.28%) Big Data
4 1 (1.28%) BusinessObjects
4 1 (1.28%) Cognos Query Studio
4 1 (1.28%) Data Mining
4 1 (1.28%) Oracle BI EE
Development Applications
1 1 (1.28%) Git (software)
General
1 2 (2.56%) Finance
2 1 (1.28%) Electronics
2 1 (1.28%) Manufacturing
2 1 (1.28%) Marketing
Job Titles
1 44 (56.41%) Developer
2 27 (34.62%) JavaScript Developer
3 17 (21.79%) Full Stack Developer
3 17 (21.79%) Java Developer
4 14 (17.95%) Software Engineer
5 10 (12.82%) Developer/Software Engineer
5 10 (12.82%) Software Developer
6 9 (11.54%) C++ Developer
6 9 (11.54%) C++ Software Developer
6 9 (11.54%) C++ Software Engineer
6 9 (11.54%) Graduate
6 9 (11.54%) Graduate C++ Developer
6 9 (11.54%) Graduate C++ Software Developer
6 9 (11.54%) Graduate C++ Software Engineer
6 9 (11.54%) Graduate Developer
6 9 (11.54%) Graduate Software Developer
6 9 (11.54%) Graduate Software Engineer
7 6 (7.69%) Analyst
8 5 (6.41%) Python Developer
8 5 (6.41%) Systems Manager
Libraries, Frameworks & Software Standards
1 19 (24.36%) RESTful
1 19 (24.36%) Web Services
2 18 (23.08%) AngularJS
3 17 (21.79%) jQuery
3 17 (21.79%) Node.js
3 17 (21.79%) React
4 15 (19.23%) CSS
4 15 (19.23%) HTML
4 15 (19.23%) REST
5 5 (6.41%) Django
6 4 (5.13%) Celery
6 4 (5.13%) Flask
6 4 (5.13%) Grails
6 4 (5.13%) Ruby on Rails
7 1 (1.28%) Java EE
7 1 (1.28%) Lucene
Miscellaneous
1 19 (24.36%) Life Science
2 6 (7.69%) Driving Licence
3 4 (5.13%) Analytical Skills
3 4 (5.13%) Biotechnology
4 1 (1.28%) Algorithms
4 1 (1.28%) Computer Science
4 1 (1.28%) Handset
4 1 (1.28%) User Experience
Operating Systems
1 15 (19.23%) Windows
2 12 (15.38%) Linux
3 6 (7.69%) Windows 10
3 6 (7.69%) Windows 7
4 1 (1.28%) Android
4 1 (1.28%) Embedded Linux
Processes & Methodologies
1 35 (44.87%) Software Engineering
2 33 (42.31%) Web Development
3 20 (25.64%) OO
4 18 (23.08%) Analytics
5 17 (21.79%) Data Management
6 16 (20.51%) Cross-Browser Compatibility
6 16 (20.51%) Customer-Centric Development
6 16 (20.51%) Customer-Centricity
6 16 (20.51%) Disruptive Innovation
6 16 (20.51%) Front End Development
6 16 (20.51%) Knowledge Discovery
6 16 (20.51%) OOD
6 16 (20.51%) Test Automation
6 16 (20.51%) Unit Testing
7 15 (19.23%) SDLC
8 10 (12.82%) Workflow
9 9 (11.54%) Open Source
9 9 (11.54%) Prototyping
10 6 (7.69%) Validation
11 5 (6.41%) Agile Software Development
Programming Languages
1 34 (43.59%) Java
1 34 (43.59%) JavaScript
2 30 (38.46%) Python
3 9 (11.54%) C++
4 4 (5.13%) Haskell
4 4 (5.13%) Ruby
5 1 (1.28%) Perl
5 1 (1.28%) SQL
Qualifications
1 9 (11.54%) Degree
2 2 (2.56%) PhD
Quality Assurance & Compliance
1 5 (6.41%) GMP
1 5 (6.41%) GxP
2 4 (5.13%) GCP
2 4 (5.13%) GLP
3 1 (1.28%) GAMP
3 1 (1.28%) GDPR
3 1 (1.28%) QA
System Software
1 1 (1.28%) Docker
Vendors
1 10 (12.82%) Microsoft
2 6 (7.69%) Cognos
3 1 (1.28%) Oracle