Period
to 21 February 2018

The table below looks at the prevalence of the term Pharmaceutical in permanent job vacancies advertised in Yorkshire. Included is a benchmarking guide to the salaries offered in vacancies that have cited Pharmaceutical over the 6 months to 21 February 2018 with a comparison to the same period over the previous 2 years.

Pharmaceutical (Pharma)
England > Yorkshire
6 months to
21 Feb 2018
Same period 2017 Same period 2016
Rank 272 268 284
Rank change year-on-year -4 +16 -3
Permanent jobs citing Pharmaceutical 38 50 78
As % of all permanent IT jobs advertised in Yorkshire 0.38% 0.47% 0.62%
As % of the General category 1.06% 1.34% 1.74%
Number of salaries quoted 15 25 21
Yorkshire median annual salary £45,000 £36,000 £40,000
Median salary % change year-on-year +25.00% -10.00% -
10th Percentile £30,000 £21,250 £33,750
90th Percentile £55,500 £46,250 £65,000
England median annual salary £50,000 £52,500 £50,000
% change year-on-year -4.76% +5.00% +5.26%

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 Yorkshire with a requirement for common skills.

All General Skills
Yorkshire
Permanent vacancies with a requirement for common skills 3,586 3,733 4,477
As % of all permanent IT jobs advertised in Yorkshire 35.85% 34.84% 35.31%
Number of salaries quoted 2,903 3,086 3,610
Yorkshire median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - -
10th Percentile £26,250 £24,063 £25,000
90th Percentile £61,250 £62,500 £60,000
England median annual salary £52,500 £51,250 £50,000
% change year-on-year +2.44% +2.50% -

Pharmaceutical
Job Vacancy Trend in Yorkshire

Job postings citing Pharmaceutical as a percentage of all IT jobs advertised in Yorkshire.

Job vacancy trend for Pharmaceutical in Yorkshire

Pharmaceutical
Salary Trend in Yorkshire

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

Salary trend for Pharmaceutical in Yorkshire

Pharmaceutical
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing Pharmaceutical in Yorkshire over the 6 months to 21 February 2018.

Salary histogram for Pharmaceutical in Yorkshire

Pharmaceutical
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Pharmaceutical within the Yorkshire region over the 6 months to 21 February 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
West Yorkshire +24 33 £37,682 +6.15% 7
North Yorkshire - 4 £45,000 - 4
South Yorkshire -10 1 £47,500 +31.03% 1
Pharmaceutical
England

For the 6 months to 21 February 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 Yorkshire region with a requirement for Pharmaceutical.

1 16 (42.11%) Degree
2 15 (39.47%) NHS
3 14 (36.84%) Agile Software Development
4 13 (34.21%) Microsoft
5 12 (31.58%) C#
5 12 (31.58%) SQL Server
6 11 (28.95%) Finance
6 11 (28.95%) User Experience
7 10 (26.32%) .NET
8 9 (23.68%) Visual Studio
8 9 (23.68%) WCF
8 9 (23.68%) WPF
8 9 (23.68%) Team Foundation Server
8 9 (23.68%) REST
8 9 (23.68%) SpecFlow
9 8 (21.05%) Analytical Skills
10 6 (15.79%) Firewall
11 5 (13.16%) Management Information System
11 5 (13.16%) Microsoft Certification
11 5 (13.16%) Project Management
11 5 (13.16%) ITIL
11 5 (13.16%) MCSE
11 5 (13.16%) Microsoft Excel
11 5 (13.16%) Workflow
11 5 (13.16%) Software Engineering
11 5 (13.16%) Microsoft PowerPoint
12 4 (10.53%) Symposium
12 4 (10.53%) Economics
12 4 (10.53%) Visualisation
12 4 (10.53%) Predictive Modelling

Pharmaceutical
Co-occurring IT Skills in Yorkshire 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 4 (10.53%) SAS
2 2 (5.26%) Apache
2 2 (5.26%) nginx
Applications
1 5 (13.16%) Microsoft Excel
1 5 (13.16%) Microsoft PowerPoint
2 4 (10.53%) Microsoft Office
3 1 (2.63%) Spreadsheet
Business Applications
1 1 (2.63%) Dynamics AX
1 1 (2.63%) Dynamics GP
Cloud Services
1 2 (5.26%) Amazon AWS
1 2 (5.26%) Google Cloud Platform
Communications & Networking
1 6 (15.79%) Firewall
2 4 (10.53%) LAN
2 4 (10.53%) MPLS
2 4 (10.53%) Symposium
2 4 (10.53%) TCP/IP
2 4 (10.53%) VPN
3 2 (5.26%) Wireshark
Database & Business Intelligence
1 12 (31.58%) SQL Server
2 4 (10.53%) Base SAS
3 2 (5.26%) BigQuery
3 2 (5.26%) NoSQL
4 1 (2.63%) Data Warehouse
4 1 (2.63%) DB2
4 1 (2.63%) SQL Server 2008
4 1 (2.63%) SQL Server Reporting Services
Development Applications
1 9 (23.68%) SpecFlow
1 9 (23.68%) Team Foundation Server
1 9 (23.68%) Visual Studio
2 2 (5.26%) Octopus Deploy
2 2 (5.26%) Vagrant
3 1 (2.63%) Xcode
General
1 11 (28.95%) Finance
2 3 (7.89%) Manufacturing
2 3 (7.89%) Retail
3 1 (2.63%) Advertising
3 1 (2.63%) General Ledger
3 1 (2.63%) Telecoms
Job Titles
1 13 (34.21%) Developer
2 7 (18.42%) Analyst
2 7 (18.42%) Software Developer
3 5 (13.16%) Senior Analyst
4 4 (10.53%) Architect
4 4 (10.53%) Customer Executive
4 4 (10.53%) Customer Support Executive
4 4 (10.53%) Senior Statistical Analyst
4 4 (10.53%) Statistical Analyst
4 4 (10.53%) Technical Customer Support
4 4 (10.53%) Technical Support
4 4 (10.53%) Technical Support Executive
5 3 (7.89%) IT Manager
5 3 (7.89%) Product Architect
5 3 (7.89%) Telephony Architect
6 2 (5.26%) Business Analyst
6 2 (5.26%) IT Project Manager
6 2 (5.26%) Junior
6 2 (5.26%) Project Leader
6 2 (5.26%) Project Manager
Libraries, Frameworks & Software Standards
1 10 (26.32%) .NET
2 9 (23.68%) REST
2 9 (23.68%) WCF
2 9 (23.68%) WPF
3 3 (7.89%) JSON
3 3 (7.89%) Web Services
3 3 (7.89%) XML
4 1 (2.63%) .NET Framework
4 1 (2.63%) ASP.NET
4 1 (2.63%) Entity Framework
4 1 (2.63%) HTML
4 1 (2.63%) HTML5
4 1 (2.63%) SailPoint
4 1 (2.63%) Spring
Miscellaneous
1 15 (39.47%) NHS
2 11 (28.95%) User Experience
3 8 (21.05%) Analytical Skills
4 5 (13.16%) Management Information System
5 4 (10.53%) Biotechnology
6 3 (7.89%) Mobile App
7 2 (5.26%) FMCG
7 2 (5.26%) Greenfield Project
7 2 (5.26%) Social Media
8 1 (2.63%) Computer Science
8 1 (2.63%) Driving Licence
8 1 (2.63%) Enterprise Software
Operating Systems
1 4 (10.53%) Windows
2 2 (5.26%) Android
2 2 (5.26%) CentOS
2 2 (5.26%) Linux
2 2 (5.26%) Ubuntu
3 1 (2.63%) Apple iOS
Processes & Methodologies
1 14 (36.84%) Agile Software Development
2 5 (13.16%) ITIL
2 5 (13.16%) Project Management
2 5 (13.16%) Software Engineering
2 5 (13.16%) Workflow
3 4 (10.53%) Analytics
3 4 (10.53%) ANOVA
3 4 (10.53%) Coaching
3 4 (10.53%) Data Visualisation
3 4 (10.53%) Economics
3 4 (10.53%) Experimental Design
3 4 (10.53%) Logistic Regression
3 4 (10.53%) Mentoring
3 4 (10.53%) Predictive Modelling
3 4 (10.53%) Statistical Modelling
3 4 (10.53%) Statistics
3 4 (10.53%) Visualisation
4 3 (7.89%) Change Management
4 3 (7.89%) Product Management
4 3 (7.89%) TDD
Programming Languages
1 12 (31.58%) C#
2 4 (10.53%) C
2 4 (10.53%) MATLAB
2 4 (10.53%) Python
2 4 (10.53%) R
3 3 (7.89%) Java
4 2 (5.26%) Bash Shell
4 2 (5.26%) Ruby
5 1 (2.63%) Apple Swift
5 1 (2.63%) JavaScript
5 1 (2.63%) Objective-C
5 1 (2.63%) PHP
5 1 (2.63%) SQL
Qualifications
1 16 (42.11%) Degree
2 5 (13.16%) MCSE
2 5 (13.16%) Microsoft Certification
3 4 (10.53%) CCNA
3 4 (10.53%) Cisco Certification
3 4 (10.53%) Network+ Certification
4 1 (2.63%) CISA
4 1 (2.63%) CISM
4 1 (2.63%) CISSP
4 1 (2.63%) Computer Science Degree
4 1 (2.63%) DV Cleared
4 1 (2.63%) Master's Degree
4 1 (2.63%) MBA
4 1 (2.63%) SC Cleared
4 1 (2.63%) Security Cleared
Quality Assurance & Compliance
1 3 (7.89%) PMO
System Software
1 2 (5.26%) VMware Server
Systems Management
1 4 (10.53%) Puppet
2 2 (5.26%) Opscode Chef
Vendors
1 13 (34.21%) Microsoft
2 2 (5.26%) Cisco
2 2 (5.26%) Google
2 2 (5.26%) Splunk
2 2 (5.26%) VMware
3 1 (2.63%) Apple
3 1 (2.63%) Cognos
3 1 (2.63%) CyberArk
3 1 (2.63%) NetIQ
3 1 (2.63%) Tableau