The table below looks at the prevalence of the term Pharmaceutical in permanent job vacancies advertised in Cambridge. Included is a benchmarking guide to the salaries offered in vacancies that have cited Pharmaceutical over the 3 months to 24 March 2017 with a comparison to the same period over the previous 2 years.

3 months to
24 Mar 2017
Same period 2016 Same period 2015
Pharmaceutical (Pharma)
Cambridgeshire / Cambridge
Rank 89 51 96
Rank change year-on-year -38 +45  
Permanent jobs citing Pharmaceutical 16 65 11
As % of all permanent IT jobs advertised in Cambridge 1.31% 4.40% 0.77%
As % of the General category 4.42% 14.61% 2.53%
Number of salaries quoted 9 53 8
Median salary £50,000 £45,000 £41,250
Median salary % change year-on-year +11.11% +9.09%  
90% offered a salary of more than £30,000 £35,000 £29,100
10% offered a salary of more than £67,000 £60,000 £49,500
UK excluding London median salary £51,000 £46,500 £47,500
% change year-on-year +9.67% -2.10%  

Pharmaceutical is in the common skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Cambridge with a requirement for common skills.

General Skills
Cambridge
Permanent job vacancies with a requirement for common skills 362 445 434
As % of all permanent IT job vacancies advertised in Cambridge 29.67% 30.15% 30.20%
Number of salaries quoted 269 332 342
Median salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.55%  
90% offered a salary of more than £35,000 £32,500 £30,000
10% offered a salary of more than £65,000 £62,500 £67,500
UK excluding London median salary £45,000 £45,000 £45,000

Pharmaceutical
Job Vacancy Trend in Cambridge

The job posting trend of jobs advertised in Cambridge citing Pharmaceutical as a proportion of all permanent or contract IT jobs with a match in the General category.

Job vacancy trend for Pharmaceutical in Cambridge

Pharmaceutical
Salary Trend in Cambridge

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

Salary trend for Pharmaceutical in Cambridge

Pharmaceutical
Salary Histogram in Cambridge

The salary distribution of IT jobs citing Pharmaceutical in Cambridge over the 3 months to 24 March 2017.

Salary histogram for Pharmaceutical in Cambridge

Pharmaceutical
Top 30 Related IT Skills in Cambridge

For the 6 months to 24 March 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 Cambridge region with a requirement for Pharmaceutical.

1 27 (58.70%) Degree
2 24 (52.17%) Software Engineering
3 23 (50.00%) Mathematics
4 17 (36.96%) Physics
4 17 (36.96%) Computer Science
5 15 (32.61%) Java
5 15 (32.61%) Python
6 14 (30.43%) C++
7 12 (26.09%) JavaScript
7 12 (26.09%) Algorithms
8 11 (23.91%) Analytics
9 10 (21.74%) Project Management
10 9 (19.57%) Business Intelligence
10 9 (19.57%) CAD
10 9 (19.57%) Aerospace
10 9 (19.57%) SQL
10 9 (19.57%) J2EE
10 9 (19.57%) Visual Studio
10 9 (19.57%) PhD
10 9 (19.57%) ETL
10 9 (19.57%) C#
10 9 (19.57%) BusinessObjects
10 9 (19.57%) Statistics
10 9 (19.57%) Spotfire
10 9 (19.57%) Oracle BI EE
11 8 (17.39%) Machine Learning
11 8 (17.39%) Apache Spark
11 8 (17.39%) Line Management
12 7 (15.22%) Lumira
12 7 (15.22%) R

Pharmaceutical
Top Related IT Skills in Cambridge 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 8 (17.39%) Apache Spark
2 3 (6.52%) Apache Solr
2 3 (6.52%) Elasticsearch
3 2 (4.35%) SAS
Applications
1 2 (4.35%) MS Excel
1 2 (4.35%) MS Office
2 1 (2.17%) Simulink
Business Applications
1 1 (2.17%) Salesforce.com CRM
Cloud Services
1 1 (2.17%) Amazon AWS
1 1 (2.17%) Veeva
Communications & Networking
1 5 (10.87%) Firewall
1 5 (10.87%) Network Security
2 1 (2.17%) Bluetooth
2 1 (2.17%) ZigBee
Database & Business Intelligence
1 9 (19.57%) BusinessObjects
1 9 (19.57%) Oracle BI EE
1 9 (19.57%) Spotfire
2 7 (15.22%) Lumira
3 3 (6.52%) Neo4j
3 3 (6.52%) NoSQL
3 3 (6.52%) Text Mining
4 2 (4.35%) Data Lake
4 2 (4.35%) Data Warehouse
4 2 (4.35%) SAP BW
Development Applications
1 9 (19.57%) Visual Studio
2 6 (13.04%) Oracle APEX
3 1 (2.17%) LabVIEW
General
1 9 (19.57%) Aerospace
2 6 (13.04%) Finance
3 5 (10.87%) Telecoms
4 1 (2.17%) Automotive
4 1 (2.17%) Electronics
4 1 (2.17%) Manufacturing
Job Titles
1 14 (30.43%) Software Engineer
2 11 (23.91%) Developer
3 10 (21.74%) Java Engineer
4 9 (19.57%) Java Software Engineer
5 5 (10.87%) Architect
5 5 (10.87%) C++ Developer
5 5 (10.87%) C++ Software Developer
5 5 (10.87%) C++ Software Engineer
5 5 (10.87%) Data Scientist
5 5 (10.87%) Developer/Software Engineer
5 5 (10.87%) Network Architect
5 5 (10.87%) Network Security Architect
5 5 (10.87%) Security Architect
5 5 (10.87%) Software Developer
6 4 (8.70%) Analyst
6 4 (8.70%) CAD Engineer
7 3 (6.52%) Full Stack Developer
7 3 (6.52%) Java Developer
7 3 (6.52%) Project Manager
8 2 (4.35%) Elasticsearch Developer
Libraries, Frameworks & Software Standards
1 9 (19.57%) J2EE
2 6 (13.04%) RESTful
2 6 (13.04%) Web Services
2 6 (13.04%) XML
3 3 (6.52%) CSS
3 3 (6.52%) CSS3
3 3 (6.52%) Django
3 3 (6.52%) HTML
3 3 (6.52%) HTML5
3 3 (6.52%) jQuery
3 3 (6.52%) Lucene
3 3 (6.52%) scikit-learn
4 2 (4.35%) AngularJS
4 2 (4.35%) Apache Flex
4 2 (4.35%) Spring
5 1 (2.17%) REST
Miscellaneous
1 17 (36.96%) Computer Science
2 12 (26.09%) Algorithms
3 6 (13.04%) Life Science
3 6 (13.04%) Management Information System
4 5 (10.87%) Analytical Skills
5 3 (6.52%) W3C
5 3 (6.52%) Web 2.0
6 1 (2.17%) Embedded Systems
6 1 (2.17%) Handset
6 1 (2.17%) Mobile App
6 1 (2.17%) Semantic Web
6 1 (2.17%) Virtual Team
Operating Systems
1 6 (13.04%) Unix
2 3 (6.52%) Linux
3 1 (2.17%) Android
3 1 (2.17%) Embedded Linux
Processes & Methodologies
1 24 (52.17%) Software Engineering
2 23 (50.00%) Mathematics
3 17 (36.96%) Physics
4 11 (23.91%) Analytics
5 10 (21.74%) Project Management
6 9 (19.57%) Business Intelligence
6 9 (19.57%) CAD
6 9 (19.57%) ETL
6 9 (19.57%) Statistics
7 8 (17.39%) Line Management
7 8 (17.39%) Machine Learning
8 7 (15.22%) Data Modelling
9 6 (13.04%) Bioinformatics
9 6 (13.04%) Business Analysis
10 5 (10.87%) Email Filtering
10 5 (10.87%) Kalman Filter
10 5 (10.87%) Prototyping
10 5 (10.87%) SDLC
10 5 (10.87%) SIEM
10 5 (10.87%) Web Filtering
Programming Languages
1 15 (32.61%) Java
1 15 (32.61%) Python
2 14 (30.43%) C++
3 12 (26.09%) JavaScript
4 9 (19.57%) C#
4 9 (19.57%) SQL
5 7 (15.22%) R
5 7 (15.22%) VBA
6 6 (13.04%) PL/SQL
Qualifications
1 27 (58.70%) Degree
2 9 (19.57%) PhD
3 1 (2.17%) CCA
3 1 (2.17%) ITIL Certification
3 1 (2.17%) PRINCE2 Certification
Quality Assurance & Compliance
1 3 (6.52%) WAI
2 2 (4.35%) GCP
2 2 (4.35%) GLP
3 1 (2.17%) 21 CFR Part 11
3 1 (2.17%) GAMP
3 1 (2.17%) ISO/IEC 27001
3 1 (2.17%) Sarbanes-Oxley
System Software
1 3 (6.52%) Docker
Vendors
1 6 (13.04%) Oracle
2 5 (10.87%) SAP
3 2 (4.35%) Hyperion
3 2 (4.35%) Microsoft
3 2 (4.35%) Salesforce.com
Cambridge, Cambridgeshire
Oscar
Salary: £40000 - £50000 per annum
Posted: 12 hours ago