Period
to 12 December 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 12 December 2018 with a comparison to the same period over the previous 2 years.

Pharmaceutical (Pharma)
East of England > Cambridgeshire
6 months to
12 Dec 2018
Same period 2017 Same period 2016
Rank 143 136 125
Rank change year-on-year -7 -11 +12
Permanent jobs citing Pharmaceutical 33 78 55
As % of all permanent IT jobs advertised in Cambridgeshire 1.07% 1.80% 1.59%
As % of the General category 2.77% 5.42% 5.14%
Number of salaries quoted 30 58 41
Cambridgeshire median annual salary £48,750 £45,000 £55,000
Median salary % change year-on-year +8.33% -18.18% +15.79%
10th Percentile £37,500 £29,000 £36,250
90th Percentile £101,250 £71,250 £71,250
East of England median annual salary £50,000 £45,000 £50,000
% change year-on-year +11.11% -10.00% +17.65%

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 1,191 1,438 1,070
As % of all permanent IT jobs advertised in Cambridgeshire 38.62% 33.23% 31.00%
Number of salaries quoted 793 1,038 857
Cambridgeshire median annual salary £47,500 £47,500 £46,000
Median salary % change year-on-year - +3.26% +2.22%
10th Percentile £27,100 £27,500 £27,500
90th Percentile £67,500 £72,500 £75,000
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 12 December 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 12 December 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 +4 31 £50,000 +11.11% 16
Peterborough -33 2 £40,000 - 2
Pharmaceutical
East of England

For the 6 months to 12 December 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 14 (42.42%) Python
2 11 (33.33%) JavaScript
3 10 (30.30%) Java
4 9 (27.27%) Project Management
5 8 (24.24%) Android
5 8 (24.24%) Analytics
6 7 (21.21%) Node.js
6 7 (21.21%) Natural Language Processing
6 7 (21.21%) Agile Software Development
7 6 (18.18%) Web Services
7 6 (18.18%) AngularJS
7 6 (18.18%) Selenium
7 6 (18.18%) Test Automation
7 6 (18.18%) JIRA
7 6 (18.18%) Life Science
7 6 (18.18%) React
8 5 (15.15%) Protractor
8 5 (15.15%) Hadoop
8 5 (15.15%) Amazon AWS
8 5 (15.15%) Git (software)
8 5 (15.15%) Data Integration
8 5 (15.15%) Jenkins
8 5 (15.15%) Apple iOS
8 5 (15.15%) Bash Shell
8 5 (15.15%) CSS
8 5 (15.15%) HTML
8 5 (15.15%) Business Intelligence
8 5 (15.15%) Bluetooth
9 4 (12.12%) Games
9 4 (12.12%) Data Modelling

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 (9.09%) SAS
Applications
1 2 (6.06%) Microsoft Office
Cloud Services
1 5 (15.15%) Amazon AWS
2 1 (3.03%) Amazon EMR
2 1 (3.03%) Amazon S3
Communications & Networking
1 5 (15.15%) Bluetooth
2 1 (3.03%) Firewall
2 1 (3.03%) TCP/IP
Database & Business Intelligence
1 5 (15.15%) Hadoop
2 4 (12.12%) Data Lake
3 3 (9.09%) NoSQL
4 2 (6.06%) Base SAS
4 2 (6.06%) MongoDB
4 2 (6.06%) Relational Database
5 1 (3.03%) Amazon Aurora
5 1 (3.03%) Amazon Redshift
5 1 (3.03%) Apache Hive
5 1 (3.03%) Data Warehouse
5 1 (3.03%) MySQL
5 1 (3.03%) PostgreSQL
5 1 (3.03%) SQL Server
5 1 (3.03%) Text Mining
Development Applications
1 6 (18.18%) JIRA
1 6 (18.18%) Selenium
2 5 (15.15%) Git (software)
2 5 (15.15%) Jenkins
2 5 (15.15%) Protractor
3 1 (3.03%) GitLab
3 1 (3.03%) Team Foundation Server
3 1 (3.03%) Visual Studio
3 1 (3.03%) Visual Studio Coded UI
3 1 (3.03%) WebDriver
General
1 4 (12.12%) Games
2 1 (3.03%) Advertising
2 1 (3.03%) Publishing
Job Titles
1 9 (27.27%) Developer
2 5 (15.15%) JavaScript Developer
2 5 (15.15%) JavaScript Engineer
2 5 (15.15%) Programmer
2 5 (15.15%) Software Test Engineer
2 5 (15.15%) Test Engineer
3 4 (12.12%) Programme Manager
3 4 (12.12%) Research Scientist
4 3 (9.09%) Mobile Developer
4 3 (9.09%) Python Engineer
5 2 (6.06%) Full Stack Developer
5 2 (6.06%) SAS Programmer
5 2 (6.06%) Senior Developer
5 2 (6.06%) Senior Mobile Developer
6 1 (3.03%) Development Manager
6 1 (3.03%) Lead Developer
6 1 (3.03%) Software Tester
6 1 (3.03%) Support Engineer
6 1 (3.03%) Systems Manager
6 1 (3.03%) Technical Author
Libraries, Frameworks & Software Standards
1 7 (21.21%) Natural Language Processing
1 7 (21.21%) Node.js
2 6 (18.18%) AngularJS
2 6 (18.18%) React
2 6 (18.18%) Web Services
3 5 (15.15%) CSS
3 5 (15.15%) HTML
4 4 (12.12%) TensorFlow
5 2 (6.06%) Express
5 2 (6.06%) jQuery
5 2 (6.06%) MEAN Stack
5 2 (6.06%) Redux
5 2 (6.06%) REST
6 1 (3.03%) .NET
6 1 (3.03%) Apache Camel
6 1 (3.03%) Django
6 1 (3.03%) EDI
6 1 (3.03%) SOAP
6 1 (3.03%) Twitter Bootstrap
Miscellaneous
1 6 (18.18%) Life Science
2 4 (12.12%) Analytical Skills
2 4 (12.12%) NHS
3 3 (9.09%) Greenfield Project
4 2 (6.06%) Data Structures
5 1 (3.03%) Biotechnology
5 1 (3.03%) Enterprise Software
5 1 (3.03%) FMCG
Operating Systems
1 8 (24.24%) Android
2 5 (15.15%) Apple iOS
3 4 (12.12%) Windows
Processes & Methodologies
1 9 (27.27%) Project Management
2 8 (24.24%) Analytics
3 7 (21.21%) Agile Software Development
4 6 (18.18%) Test Automation
5 5 (15.15%) Business Intelligence
5 5 (15.15%) Data Integration
6 4 (12.12%) Computer Science
6 4 (12.12%) Data Modelling
6 4 (12.12%) Data Science
6 4 (12.12%) Data Transformation
6 4 (12.12%) Deep Learning
6 4 (12.12%) Machine Learning
6 4 (12.12%) Reinforcement Learning
7 3 (9.09%) Data Management
7 3 (9.09%) Full Text Search
7 3 (9.09%) Mentoring
7 3 (9.09%) Mobile Development
7 3 (9.09%) OOP
7 3 (9.09%) SDLC
8 2 (6.06%) OO
Programming Languages
1 14 (42.42%) Python
2 11 (33.33%) JavaScript
3 10 (30.30%) Java
4 5 (15.15%) Bash Shell
5 4 (12.12%) Scala
6 3 (9.09%) Apple Swift
6 3 (9.09%) Objective-C
7 2 (6.06%) SQL
8 1 (3.03%) C#
8 1 (3.03%) C++
8 1 (3.03%) VB.NET
Qualifications
1 4 (12.12%) PhD
2 2 (6.06%) Degree
3 1 (3.03%) CISSP
3 1 (3.03%) GCIH
3 1 (3.03%) GIAC
3 1 (3.03%) PMI Certification
3 1 (3.03%) PMP
Quality Assurance & Compliance
1 4 (12.12%) Data Quality
2 1 (3.03%) GDPR
2 1 (3.03%) ISO/IEC 27001
2 1 (3.03%) PMO
2 1 (3.03%) QA
System Software
1 1 (3.03%) Active Directory
1 1 (3.03%) Virtual Machines
Systems Management
1 1 (3.03%) SCCM
Vendors
1 3 (9.09%) Microsoft
2 1 (3.03%) Talend