Period
to 19 June 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 19 June 2018 with a comparison to the same period over the previous 2 years.

Pharmaceutical (Pharma)
England > Yorkshire
6 months to
19 Jun 2018
Same period 2017 Same period 2016
Rank 268 305 305
Rank change year-on-year +37 0 -100
Permanent jobs citing Pharmaceutical 39 25 58
As % of all permanent IT jobs advertised in Yorkshire 0.40% 0.23% 0.48%
As % of the General category 1.11% 0.71% 1.38%
Number of salaries quoted 24 11 18
Yorkshire median annual salary £42,500 £35,000 £42,500
Median salary % change year-on-year +21.43% -17.65% +13.33%
10th Percentile £30,000 £27,500 £30,500
90th Percentile £53,625 £55,000 £93,750
England median annual salary £52,500 £50,500 £47,500
% change year-on-year +3.96% +6.32% -5.00%

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 3,515 3,518 4,215
As % of all permanent IT jobs advertised in Yorkshire 36.48% 33.01% 34.82%
Number of salaries quoted 2,905 2,940 3,440
Yorkshire median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £25,000 £25,475 £25,000
90th Percentile £62,500 £62,500 £63,750
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - -

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 19 June 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 19 June 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 +30 33 £42,500 +21.43% 14
North Yorkshire - 2 £45,000 - 4
South Yorkshire +6 1 £40,000 +33.33% 6
Pharmaceutical
England

For the 6 months to 19 June 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 18 (46.15%) Analytical Skills
2 17 (43.59%) Finance
3 16 (41.03%) Problem-Solving
4 14 (35.90%) Degree
5 12 (30.77%) Microsoft PowerPoint
5 12 (30.77%) Statistics
5 12 (30.77%) Microsoft Office
5 12 (30.77%) Microsoft Excel
6 11 (28.21%) SAS
6 11 (28.21%) MATLAB
6 11 (28.21%) C
6 11 (28.21%) Symposium
6 11 (28.21%) Economics
6 11 (28.21%) Biotechnology
6 11 (28.21%) Logistic Regression
6 11 (28.21%) Base SAS
6 11 (28.21%) Predictive Modelling
6 11 (28.21%) Visualisation
6 11 (28.21%) R
6 11 (28.21%) Data Visualisation
6 11 (28.21%) Statistical Modelling
6 11 (28.21%) Analytics
6 11 (28.21%) Mentoring
6 11 (28.21%) Coaching
6 11 (28.21%) ANOVA
6 11 (28.21%) Experimental Design
7 6 (15.38%) SQL
8 5 (12.82%) NHS
8 5 (12.82%) Agile Software Development
8 5 (12.82%) Manufacturing

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 11 (28.21%) SAS
2 2 (5.13%) Apache
2 2 (5.13%) nginx
3 1 (2.56%) SharePoint
Applications
1 12 (30.77%) Microsoft Excel
1 12 (30.77%) Microsoft Office
1 12 (30.77%) Microsoft PowerPoint
Cloud Services
1 3 (7.69%) npm
2 1 (2.56%) SaaS
Communications & Networking
1 11 (28.21%) Symposium
2 2 (5.13%) Firewall
2 2 (5.13%) Wireshark
Database & Business Intelligence
1 11 (28.21%) Base SAS
2 2 (5.13%) Data Warehouse
2 2 (5.13%) SQL Server
3 1 (2.56%) DB2
3 1 (2.56%) SQL Server 2008
3 1 (2.56%) SQL Server Analysis Services
3 1 (2.56%) SQL Server Integration Services
3 1 (2.56%) SQL Server Reporting Services
Development Applications
1 4 (10.26%) Jenkins
1 4 (10.26%) SonarQube
2 3 (7.69%) Git (software)
2 3 (7.69%) Maven
2 3 (7.69%) Subversion
3 1 (2.56%) Artifactory
3 1 (2.56%) JIRA
3 1 (2.56%) Selenium
General
1 17 (43.59%) Finance
2 5 (12.82%) Manufacturing
3 4 (10.26%) Retail
4 1 (2.56%) Telecoms
Job Titles
1 15 (38.46%) Analyst
2 12 (30.77%) Senior Analyst
3 11 (28.21%) Senior Statistical Analyst
3 11 (28.21%) Statistical Analyst
4 7 (17.95%) Developer
5 4 (10.26%) Customer Executive
5 4 (10.26%) Customer Support Executive
5 4 (10.26%) Delphi Developer
5 4 (10.26%) DevOps Engineer
5 4 (10.26%) Technical Customer Support
5 4 (10.26%) Technical Support
5 4 (10.26%) Technical Support Executive
6 3 (7.69%) IT Manager
7 2 (5.13%) IT Project Leader
7 2 (5.13%) IT Project Manager
7 2 (5.13%) Project Leader
7 2 (5.13%) Project Manager
7 2 (5.13%) Software Developer
7 2 (5.13%) SQL Developer
7 2 (5.13%) Technical Leader
Libraries, Frameworks & Software Standards
1 2 (5.13%) .NET
2 1 (2.56%) .NET Framework
2 1 (2.56%) ASP.NET
2 1 (2.56%) Entity Framework
2 1 (2.56%) HTML
2 1 (2.56%) HTML5
2 1 (2.56%) JSON
2 1 (2.56%) SailPoint
2 1 (2.56%) Spring
2 1 (2.56%) Web Services
2 1 (2.56%) XML
Miscellaneous
1 18 (46.15%) Analytical Skills
2 11 (28.21%) Biotechnology
3 5 (12.82%) NHS
4 4 (10.26%) Greenfield Project
5 3 (7.69%) Self-Motivation
6 2 (5.13%) Computer Science
7 1 (2.56%) Data Structures
7 1 (2.56%) Enterprise Software
7 1 (2.56%) Mobile App
7 1 (2.56%) User Experience
Operating Systems
1 4 (10.26%) Windows
2 3 (7.69%) Linux
3 2 (5.13%) CentOS
3 2 (5.13%) Ubuntu
4 1 (2.56%) Android
Processes & Methodologies
1 16 (41.03%) Problem-Solving
2 12 (30.77%) Statistics
3 11 (28.21%) Analytics
3 11 (28.21%) ANOVA
3 11 (28.21%) Coaching
3 11 (28.21%) Data Visualisation
3 11 (28.21%) Economics
3 11 (28.21%) Experimental Design
3 11 (28.21%) Logistic Regression
3 11 (28.21%) Mentoring
3 11 (28.21%) Predictive Modelling
3 11 (28.21%) Statistical Modelling
3 11 (28.21%) Visualisation
4 5 (12.82%) Agile Software Development
4 5 (12.82%) Workflow
5 4 (10.26%) Change Management
5 4 (10.26%) DevOps
6 3 (7.69%) Change Control
6 3 (7.69%) Software Delivery
6 3 (7.69%) Stakeholder Management
Programming Languages
1 11 (28.21%) C
1 11 (28.21%) MATLAB
1 11 (28.21%) R
2 6 (15.38%) SQL
3 4 (10.26%) Delphi
4 2 (5.13%) C#
4 2 (5.13%) Java
4 2 (5.13%) Python
5 1 (2.56%) JavaScript
5 1 (2.56%) T-SQL
Qualifications
1 14 (35.90%) Degree
2 5 (12.82%) Security Cleared
3 1 (2.56%) CISA
3 1 (2.56%) CISM
3 1 (2.56%) CISSP
3 1 (2.56%) Computer Science Degree
3 1 (2.56%) DV Cleared
3 1 (2.56%) Master's Degree
3 1 (2.56%) MBA
3 1 (2.56%) MCSE
3 1 (2.56%) Microsoft Certification
3 1 (2.56%) SC Cleared
Quality Assurance & Compliance
1 3 (7.69%) PMO
2 2 (5.13%) Data Quality
3 1 (2.56%) QA
System Software
1 2 (5.13%) VMware Server
Systems Management
1 2 (5.13%) Puppet
Vendors
1 4 (10.26%) Microsoft
2 3 (7.69%) Twitter
3 2 (5.13%) Cisco
3 2 (5.13%) SAP
3 2 (5.13%) Splunk
3 2 (5.13%) VMware
4 1 (2.56%) Cognos
4 1 (2.56%) CyberArk
4 1 (2.56%) NetIQ
4 1 (2.56%) Tableau