The table below looks at the prevalence of the term Pharmaceutical in IT jobs advertised for the Cambridge region. Included is a guide to the salaries offered in IT jobs that have cited Pharmaceutical over the 3 months to 4 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
4 Dec 2016
Same period 2015 Same period 2014
Pharmaceutical (Pharma)
Rank 76 86 86
Rank change year-on-year
+10 0
Permanent jobs citing Pharmaceutical 25 27 35
As % of all permanent IT jobs located in Cambridge 2.36% 1.84% 2.00%
As % of the General category 7.46% 6.41% 5.43%
Number of salaries quoted 17 23 24
Median salary £55,000 £47,500 £41,250
Median salary % change year-on-year
+15.78% +15.15%
90% offered a salary of more than £37,500 £43,000 £32,500
10% offered a salary of more than £67,500 £74,000 £48,500
UK excluding London median salary £48,500 £50,000 £42,500
% change year-on-year
-3.00% +17.64%
Pharmaceutical
Cambridgeshire

The following table is for comparison with the above and provides statistics for the entire General category in permanent jobs advertised in the Cambridge region.

General Category
Cambridge
Permanent IT job ads with a match in the
General category
335 421 645
As % of all permanent IT jobs located in Cambridge 31.66% 28.72% 36.82%
Number of salaries quoted 271 340 457
Median salary £47,000 £49,500 £42,500
Median salary % change year-on-year
-5.05% +16.47%
90% offered a salary of more than £30,000 £30,000 £31,000
10% offered a salary of more than £75,000 £60,000 £70,000
UK excluding London median salary £45,000 £45,000 £45,000

Pharmaceutical
Jobs Demand Trend in Cambridge

The demand trend of job ads across the Cambridge region citing Pharmaceutical as a proportion of all IT jobs with a match in the General category.

Pharmaceutical Jobs Demand Trend in Cambridge

Pharmaceutical
Salary Trend in Cambridge

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

Pharmaceutical Salary Trend in Cambridge

Pharmaceutical
Salary Histogram in Cambridge

This chart provides a salary histogram for IT jobs citing Pharmaceutical across the Cambridge region over the 3 months to 4 December 2016.

Pharmaceutical Salary Histogram in Cambridge

Pharmaceutical
Top 30 Related IT Skills in Cambridge

For the 6 months to 4 December 2016, 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 20 (39.22%) Java
1 20 (39.22%) Finance
2 18 (35.29%) Degree
2 18 (35.29%) Analytics
3 17 (33.33%) Python
4 15 (29.41%) JavaScript
5 14 (27.45%) Project Management
6 13 (25.49%) Computer Science
7 12 (23.53%) Software Engineering
7 12 (23.53%) SAP
8 11 (21.57%) Business Intelligence
9 10 (19.61%) CSS
9 10 (19.61%) HTML
9 10 (19.61%) SQL
9 10 (19.61%) Mathematics
10 9 (17.65%) Hyperion
10 9 (17.65%) Planning and Forecasting
11 8 (15.69%) Business Forecasting
11 8 (15.69%) Coaching
11 8 (15.69%) HTML5
11 8 (15.69%) NoSQL
11 8 (15.69%) CSS3
11 8 (15.69%) Salesforce.com
11 8 (15.69%) Django
12 7 (13.73%) Spotfire
12 7 (13.73%) Technical Architecture
12 7 (13.73%) Agile Software Development
12 7 (13.73%) SAP FI/CO
12 7 (13.73%) SAP CO
12 7 (13.73%) SAP FI

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 7 (13.73%) Apache Solr
2 5 (9.80%) SharePoint
3 3 (5.88%) SAS
4 2 (3.92%) Apache Spark
Applications
1 2 (3.92%) MS Excel
1 2 (3.92%) MS Office
1 2 (3.92%) Spreadsheet
2 1 (1.96%) SPSS
Business Applications
1 7 (13.73%) SAP CO
1 7 (13.73%) SAP FI
1 7 (13.73%) SAP FI/CO
2 1 (1.96%) Salesforce.com CRM
Cloud Services
1 7 (13.73%) Veeva
2 3 (5.88%) Amazon AWS
2 3 (5.88%) Google Cloud Platform
2 3 (5.88%) Microsoft Azure
Communications & Networking
1 5 (9.80%) Network Security
2 4 (7.84%) Firewall
Database & Business Intelligence
1 8 (15.69%) NoSQL
2 7 (13.73%) Big Data
2 7 (13.73%) BusinessObjects
2 7 (13.73%) Spotfire
3 6 (11.76%) Oracle BI EE
3 6 (11.76%) Text Mining
4 4 (7.84%) Lumira
5 2 (3.92%) Data Lake
5 2 (3.92%) Data Warehouse
5 2 (3.92%) MySQL
5 2 (3.92%) Relational Database
5 2 (3.92%) SAP BW
Development Applications
1 3 (5.88%) Oracle APEX
1 3 (5.88%) Visual Studio
General
1 20 (39.22%) Finance
2 7 (13.73%) Legal
3 5 (9.80%) Telecoms
4 4 (7.84%) Marketing
5 3 (5.88%) Aerospace
5 3 (5.88%) Financial Institution
Job Titles
1 16 (31.37%) Developer
2 9 (17.65%) Business Manager
3 8 (15.69%) Business Relationship Manager
3 8 (15.69%) Relationships Manager
4 5 (9.80%) Architect
4 5 (9.80%) Django Developer
4 5 (9.80%) Network Architect
4 5 (9.80%) Network Security Architect
4 5 (9.80%) Security Architect
5 4 (7.84%) Analyst
5 4 (7.84%) C++ Developer
5 4 (7.84%) Consultant
5 4 (7.84%) Software Developer
5 4 (7.84%) Software Engineer
6 3 (5.88%) .NET Developer
6 3 (5.88%) Business Consultant
6 3 (5.88%) C# Developer
6 3 (5.88%) CRM Consultant
6 3 (5.88%) Java Developer
6 3 (5.88%) Java Software Engineer
Libraries, Frameworks & Software Standards
1 10 (19.61%) CSS
1 10 (19.61%) HTML
2 8 (15.69%) CSS3
2 8 (15.69%) Django
2 8 (15.69%) HTML5
3 5 (9.80%) AngularJS
3 5 (9.80%) RESTful
3 5 (9.80%) Twitter Bootstrap
3 5 (9.80%) XML
4 3 (5.88%) .NET
4 3 (5.88%) J2EE
4 3 (5.88%) jQuery
4 3 (5.88%) scikit-learn
4 3 (5.88%) Web Services
5 2 (3.92%) Apache Flex
6 1 (1.96%) REST
Miscellaneous
1 13 (25.49%) Computer Science
2 10 (19.61%) Mathematics
3 6 (11.76%) Algorithms
3 6 (11.76%) Statistics
4 5 (9.80%) Analytical Skills
4 5 (9.80%) Management Information System
5 4 (7.84%) Life Science
5 4 (7.84%) Physics
6 3 (5.88%) Biology
6 3 (5.88%) Informatics
6 3 (5.88%) Ontologies
6 3 (5.88%) W3C
6 3 (5.88%) Web 2.0
7 2 (3.92%) Data Integration
7 2 (3.92%) Performance Metrics
8 1 (1.96%) Virtual Team
8 1 (1.96%) Visualisation
Operating Systems
1 5 (9.80%) Unix
Processes & Methodologies
1 18 (35.29%) Analytics
2 14 (27.45%) Project Management
3 12 (23.53%) Software Engineering
4 11 (21.57%) Business Intelligence
5 9 (17.65%) Planning and Forecasting
6 8 (15.69%) Business Forecasting
6 8 (15.69%) Coaching
7 7 (13.73%) Agile Software Development
7 7 (13.73%) CRM
7 7 (13.73%) ETL
7 7 (13.73%) Line Management
7 7 (13.73%) Technical Architecture
8 5 (9.80%) Business Analysis
8 5 (9.80%) Disruptive Innovation
8 5 (9.80%) Scrum
9 4 (7.84%) Email Filtering
9 4 (7.84%) Kalman Filter
9 4 (7.84%) Security Architecture
9 4 (7.84%) SIEM
9 4 (7.84%) Web Filtering
Programming Languages
1 20 (39.22%) Java
2 17 (33.33%) Python
3 15 (29.41%) JavaScript
4 10 (19.61%) SQL
5 7 (13.73%) C++
6 6 (11.76%) C#
7 4 (7.84%) PL/SQL
7 4 (7.84%) R
7 4 (7.84%) VBA
8 3 (5.88%) Perl
9 1 (1.96%) C
Qualifications
1 18 (35.29%) Degree
2 6 (11.76%) PhD
Quality Assurance & Compliance
1 4 (7.84%) GAMP
1 4 (7.84%) GxP
2 3 (5.88%) WAI
3 2 (3.92%) GCP
3 2 (3.92%) GLP
4 1 (1.96%) ISO/IEC 27001
4 1 (1.96%) Sarbanes-Oxley
Vendors
1 12 (23.53%) SAP
2 9 (17.65%) Hyperion
3 8 (15.69%) Salesforce.com
4 6 (11.76%) Workday
5 5 (9.80%) Google
5 5 (9.80%) Microsoft
6 3 (5.88%) Oracle
7 1 (1.96%) IBM
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