Period
to 23 November 2017

The table below looks at the prevalence of the term Pharmaceutical in contract job vacancies advertised in Cambridgeshire. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Pharmaceutical over the 6 months to 23 November 2017 with a comparison to the same period over the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Pharmaceutical (Pharma)
East of England > Cambridgeshire
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 58 64 91
Rank change year-on-year +6 +27 -2
Contract jobs citing Pharmaceutical 39 18 15
As % of all contract IT jobs advertised in Cambridgeshire 2.74% 1.60% 0.96%
As % of the General category 8.65% 6.23% 4.34%
Number of daily rates quoted 28 6 4
Cambridgeshire median daily rate £443 £308 £315
Median daily rate % change year-on-year +43.90% -2.38% -8.03%
10th Percentile £213 £169 £266
90th Percentile £800 £453 £368
East of England median daily rate £435 £288 £330
% change year-on-year +51.30% -12.88% +10.00%
Number of hourly rates quoted 3 0 3
Cambridgeshire median hourly rate £18.50 - £45.00
10th Percentile £11.75 - £42.50
90th Percentile £20.25 - £50.50
East of England median hourly rate £18.00 £31.00 £35.00
% change year-on-year -41.94% -11.43% +118.75%

Pharmaceutical is in the General Skills category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Cambridgeshire with a requirement for common skills.

All General Skills
Cambridgeshire
Contract vacancies with a requirement for common skills 451 289 346
As % of all contract IT jobs advertised in Cambridgeshire 31.67% 25.62% 22.09%
Number of daily rates quoted 260 145 181
Cambridgeshire median daily rate £374 £375 £400
Median daily rate % change year-on-year -0.27% -6.25% +14.29%
10th Percentile £213 £171 £233
90th Percentile £538 £575 £575
East of England median daily rate £425 £400 £400
% change year-on-year +6.25% - -
Number of hourly rates quoted 62 23 26
Cambridgeshire median hourly rate £40.50 £40.00 £32.50
Median hourly rate % change year-on-year +1.25% +23.08% -13.33%
10th Percentile £14.25 £12.30 £12.56
90th Percentile £49.75 £43.75 £46.88
East of England median hourly rate £40.00 £33.25 £26.00
% change year-on-year +20.30% +27.88% -13.33%

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
Contractor Daily Rate Trend in Cambridgeshire

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Pharmaceutical in Cambridgeshire.

Contractor daily rate trend for Pharmaceutical in Cambridgeshire

Pharmaceutical
Contractor Daily Rate Histogram in Cambridgeshire

The daily rate distribution of IT jobs citing Pharmaceutical in Cambridgeshire over the 6 months to 23 November 2017.

Contractor daily rate histogram for Pharmaceutical in Cambridgeshire

Pharmaceutical
Contractor Hourly Rate Trend in Cambridgeshire

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Pharmaceutical in Cambridgeshire.

Contractor hourly rate trend for Pharmaceutical in Cambridgeshire

Pharmaceutical
Contract Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Pharmaceutical within the Cambridgeshire region over the 6 months to 23 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cambridge +13 32 £425 +38.21% 10
Pharmaceutical
East of England

For the 6 months to 23 November 2017, IT contractor jobs citing Pharmaceutical also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Cambridgeshire region with a requirement for Pharmaceutical.

1 8 (20.51%) Project Management
1 8 (20.51%) Agile Software Development
2 5 (12.82%) Data Analysis
2 5 (12.82%) Oracle
3 4 (10.26%) ITIL
3 4 (10.26%) Microsoft
3 4 (10.26%) Degree
4 3 (7.69%) Scrum
4 3 (7.69%) Business Analysis
4 3 (7.69%) Data Protection
4 3 (7.69%) Visualisation
4 3 (7.69%) Data Visualisation
4 3 (7.69%) ITIL Certification
4 3 (7.69%) SQL
4 3 (7.69%) .NET
4 3 (7.69%) SharePoint
4 3 (7.69%) Data Warehouse
4 3 (7.69%) Electronics
4 3 (7.69%) Manufacturing
4 3 (7.69%) Stakeholder Management
4 3 (7.69%) Agile Project Management
4 3 (7.69%) Coaching
4 3 (7.69%) GDPR
5 2 (5.13%) Full Text Search
5 2 (5.13%) Theano
5 2 (5.13%) Keras
5 2 (5.13%) scikit-learn
5 2 (5.13%) TensorFlow
5 2 (5.13%) ANOVA
5 2 (5.13%) Analytical Skills

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 (7.69%) SharePoint
2 2 (5.13%) BizTalk Server
3 1 (2.56%) CMS
3 1 (2.56%) SharePoint 2013
3 1 (2.56%) Tomcat
Applications
1 2 (5.13%) Microsoft Office
2 1 (2.56%) InfoPath
2 1 (2.56%) Microsoft Project
Business Applications
1 1 (2.56%) SAP MDG
1 1 (2.56%) SAP MDM
Cloud Services
1 2 (5.13%) Office 365
2 1 (2.56%) Amazon AWS
2 1 (2.56%) Veeva
Communications & Networking
1 1 (2.56%) Intranet
1 1 (2.56%) LAN
1 1 (2.56%) WAN
Database & Business Intelligence
1 3 (7.69%) Data Warehouse
2 2 (5.13%) SQL Server
2 2 (5.13%) SQL Server Analysis Services
2 2 (5.13%) SQL Server Integration Services
2 2 (5.13%) SQL Server Reporting Services
3 1 (2.56%) Amazon Aurora
3 1 (2.56%) Amazon RDS
3 1 (2.56%) Amazon Redshift
3 1 (2.56%) BusinessObjects
3 1 (2.56%) MySQL
3 1 (2.56%) Oracle BI EE
3 1 (2.56%) Oracle Database
3 1 (2.56%) Spotfire
Development Applications
1 1 (2.56%) ERwin
1 1 (2.56%) JIRA
1 1 (2.56%) Talend Open Studio
General
1 3 (7.69%) Electronics
1 3 (7.69%) Manufacturing
2 2 (5.13%) Finance
3 1 (2.56%) Marketing
Job Titles
1 8 (20.51%) Analyst
2 5 (12.82%) Developer
3 4 (10.26%) Senior Analyst
3 4 (10.26%) Service Manager
4 3 (7.69%) Architect
4 3 (7.69%) Business Analyst
4 3 (7.69%) Data Analyst
4 3 (7.69%) Service Improvement Manager
4 3 (7.69%) Test Technician
5 2 (5.13%) 2nd Line Support
5 2 (5.13%) Business Intelligence Architect
5 2 (5.13%) Change Manager
5 2 (5.13%) Data Scientist
5 2 (5.13%) GDPR Business Analyst
5 2 (5.13%) Senior Data Analyst
5 2 (5.13%) Support Analyst
6 1 (2.56%) Head of IT
6 1 (2.56%) ITIL Manager
6 1 (2.56%) Senior Data Warehouse Specialist
6 1 (2.56%) SharePoint Developer
Libraries, Frameworks & Software Standards
1 3 (7.69%) .NET
2 2 (5.13%) Keras
2 2 (5.13%) Natural Language Processing
2 2 (5.13%) NumPy
2 2 (5.13%) Oracle Fusion
2 2 (5.13%) Pandas
2 2 (5.13%) scikit-learn
2 2 (5.13%) TensorFlow
2 2 (5.13%) Theano
3 1 (2.56%) Angular 2
3 1 (2.56%) AngularJS
3 1 (2.56%) CSS
3 1 (2.56%) HTML
3 1 (2.56%) HTML5
3 1 (2.56%) REST
3 1 (2.56%) Spring
Miscellaneous
1 2 (5.13%) Algorithms
1 2 (5.13%) Analytical Skills
1 2 (5.13%) Life Science
2 1 (2.56%) Cyberthreat
2 1 (2.56%) Data Centre
2 1 (2.56%) Graphic Design
2 1 (2.56%) iPad
2 1 (2.56%) iPhone
2 1 (2.56%) Pharmacovigilance
2 1 (2.56%) User Experience
Operating Systems
1 2 (5.13%) Windows
1 2 (5.13%) Windows 7
2 1 (2.56%) Windows 10
Processes & Methodologies
1 8 (20.51%) Agile Software Development
1 8 (20.51%) Project Management
2 5 (12.82%) Data Analysis
3 4 (10.26%) ITIL
4 3 (7.69%) Agile Project Management
4 3 (7.69%) Business Analysis
4 3 (7.69%) Coaching
4 3 (7.69%) Data Protection
4 3 (7.69%) Data Visualisation
4 3 (7.69%) Scrum
4 3 (7.69%) Stakeholder Management
4 3 (7.69%) Visualisation
5 2 (5.13%) Analytics
5 2 (5.13%) ANOVA
5 2 (5.13%) Bayesian Methods
5 2 (5.13%) Full Text Search
5 2 (5.13%) Linear Algebra
5 2 (5.13%) Linear Regression
5 2 (5.13%) Machine Learning
5 2 (5.13%) Master Data Management
Programming Languages
1 3 (7.69%) SQL
2 2 (5.13%) Python
2 2 (5.13%) R
3 1 (2.56%) Java
3 1 (2.56%) JavaScript
3 1 (2.56%) TypeScript
Qualifications
1 4 (10.26%) Degree
2 3 (7.69%) ITIL Certification
3 1 (2.56%) CISM
3 1 (2.56%) CISSP
3 1 (2.56%) GCED
Quality Assurance & Compliance
1 3 (7.69%) GDPR
2 2 (5.13%) Data Quality
3 1 (2.56%) 21 CFR Part 11
3 1 (2.56%) GAMP
3 1 (2.56%) GCP
3 1 (2.56%) GMP
3 1 (2.56%) PMO
3 1 (2.56%) SLA
System Software
1 1 (2.56%) Active Directory
Vendors
1 5 (12.82%) Oracle
2 4 (10.26%) Microsoft
3 2 (5.13%) Tableau
4 1 (2.56%) Dell
4 1 (2.56%) Dell KACE
4 1 (2.56%) Informatica
4 1 (2.56%) Salesforce.com
4 1 (2.56%) SAP
4 1 (2.56%) ServiceNow
4 1 (2.56%) Talend