Period
to 27 May 2018

The table below looks at the prevalence of the term Pharmaceutical in permanent job vacancies advertised in the East of England. Included is a benchmarking guide to the salaries offered in vacancies that have cited Pharmaceutical over the 6 months to 27 May 2018 with a comparison to the same period over the previous 2 years.

Pharmaceutical (Pharma)
England > East of England
6 months to
27 May 2018
Same period 2017 Same period 2016
Rank 299 232 221
Rank change year-on-year -67 -11 +116
Permanent jobs citing Pharmaceutical 61 138 180
As % of all permanent IT jobs advertised in the East of England 0.49% 1.13% 1.26%
As % of the General category 1.36% 3.23% 3.28%
Number of salaries quoted 39 85 133
East of England median annual salary £45,000 £47,500 £45,000
Median salary % change year-on-year -5.26% +5.56% -
10th Percentile £21,350 £23,950 £32,500
90th Percentile £67,750 £70,000 £72,500
England median annual salary £52,500 £51,000 £50,000
% change year-on-year +2.94% +2.00% -

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 the East of England with a requirement for common skills.

All General Skills
East of England
Permanent vacancies with a requirement for common skills 4,490 4,279 5,490
As % of all permanent IT jobs advertised in the East of England 36.34% 35.02% 38.47%
Number of salaries quoted 3,294 3,332 4,294
East of England median annual salary £50,000 £45,000 £47,500
Median salary % change year-on-year +11.11% -5.26% +5.56%
10th Percentile £27,500 £26,250 £27,500
90th Percentile £72,500 £71,250 £73,750
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - -

Pharmaceutical
Job Vacancy Trend in the East of England

Job postings citing Pharmaceutical as a percentage of all IT jobs advertised in the East of England.

Job vacancy trend for Pharmaceutical in the East of England

Pharmaceutical
Salary Trend in the East of England

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

Salary trend for Pharmaceutical in the East of England

Pharmaceutical
Salary Histogram in the East of England

The salary distribution of IT jobs citing Pharmaceutical in the East of England over the 6 months to 27 May 2018.

Salary histogram for Pharmaceutical in the East of England

Pharmaceutical
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Pharmaceutical within the East of England region over the 6 months to 27 May 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
Cambridgeshire -24 36 £45,000 -2.70% 10
Hertfordshire -63 23 £35,750 -35.00% 17
Suffolk +11 1 £57,500 +38.55% 4
Essex +2 1 £21,500 -35.82% 2
Pharmaceutical
England

For the 6 months to 27 May 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 East of England region with a requirement for Pharmaceutical.

1 19 (31.15%) Python
2 15 (24.59%) JavaScript
3 14 (22.95%) Software Engineering
4 13 (21.31%) React
5 12 (19.67%) Agile Software Development
5 12 (19.67%) Java
6 11 (18.03%) C#
7 10 (16.39%) SAP
7 10 (16.39%) Degree
7 10 (16.39%) Manufacturing
8 9 (14.75%) Linux
8 9 (14.75%) AngularJS
8 9 (14.75%) Machine Learning
9 8 (13.11%) jQuery
9 8 (13.11%) SQL
9 8 (13.11%) Finance
10 7 (11.48%) Stakeholder Management
10 7 (11.48%) .NET
10 7 (11.48%) Microsoft
10 7 (11.48%) QA
10 7 (11.48%) Life Science
11 6 (9.84%) MEAN Stack
11 6 (9.84%) Django
11 6 (9.84%) FMCG
11 6 (9.84%) NoSQL
11 6 (9.84%) Data Visualisation
11 6 (9.84%) Node.js
11 6 (9.84%) Visualisation
11 6 (9.84%) SAP APO
11 6 (9.84%) SAP MM

Pharmaceutical
Co-occurring IT Skills in the East of England 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 (4.92%) Apache
2 2 (3.28%) Elasticsearch
2 2 (3.28%) SharePoint
3 1 (1.64%) Apache Solr
3 1 (1.64%) SAS
Applications
1 3 (4.92%) Microsoft Office
Business Applications
1 6 (9.84%) SAP APO
1 6 (9.84%) SAP MM
1 6 (9.84%) SAP PP
1 6 (9.84%) SAP QM
1 6 (9.84%) SAP SCM
1 6 (9.84%) SAP WM
2 4 (6.56%) Infor M3
3 3 (4.92%) Infor LN
3 3 (4.92%) NetSuite
3 3 (4.92%) SAP Business One
4 2 (3.28%) SAP ERP
5 1 (1.64%) Epicor Tropos
Cloud Services
1 3 (4.92%) Amazon AWS
2 1 (1.64%) Amazon CloudWatch
2 1 (1.64%) Amazon EC2
2 1 (1.64%) Amazon Kinesis
2 1 (1.64%) AWS CloudFormation
2 1 (1.64%) AWS Elastic Beanstalk
2 1 (1.64%) Cloud Computing
2 1 (1.64%) GitHub
2 1 (1.64%) Google Cloud Platform
2 1 (1.64%) Microsoft Azure
2 1 (1.64%) npm
2 1 (1.64%) Office 365
Communications & Networking
1 1 (1.64%) Internet
1 1 (1.64%) MQTT
1 1 (1.64%) TCP/IP
Database & Business Intelligence
1 6 (9.84%) NoSQL
2 5 (8.20%) Relational Database
2 5 (8.20%) SQL Server
3 4 (6.56%) SQL Server Reporting Services
3 4 (6.56%) Text Mining
4 3 (4.92%) MongoDB
4 3 (4.92%) Oracle Database
5 2 (3.28%) Big Data
5 2 (3.28%) Crystal Reports
6 1 (1.64%) Amazon DynamoDB
6 1 (1.64%) Cognos Report Studio
6 1 (1.64%) Data Mining
6 1 (1.64%) Hadoop
6 1 (1.64%) QlikView
Development Applications
1 4 (6.56%) Visual Studio
2 2 (3.28%) Git (software)
2 2 (3.28%) Jenkins
3 1 (1.64%) CircleCI
3 1 (1.64%) GitLab
3 1 (1.64%) JIRA
3 1 (1.64%) Maven
General
1 10 (16.39%) Manufacturing
2 8 (13.11%) Finance
3 2 (3.28%) Legal
4 1 (1.64%) Financial Institution
4 1 (1.64%) Law
Job Titles
1 20 (32.79%) Developer
2 10 (16.39%) Analyst
3 7 (11.48%) Full Stack Developer
4 6 (9.84%) Architect
4 6 (9.84%) Front End Developer (Client-Side Developer)
4 6 (9.84%) SAP Architect
4 6 (9.84%) SAP SCM Architect
4 6 (9.84%) SAP Solutions Architect
4 6 (9.84%) Software Developer
4 6 (9.84%) Solutions Architect
5 5 (8.20%) 1st Line Support
5 5 (8.20%) 1st Line Support Analyst
5 5 (8.20%) Developer/Software Engineer
5 5 (8.20%) Software Engineer
5 5 (8.20%) Support Analyst
6 4 (6.56%) C# Software Developer
6 4 (6.56%) C++ Software Developer
6 4 (6.56%) ERP Manager
6 4 (6.56%) Java Developer
6 4 (6.56%) WPF Developer
Libraries, Frameworks & Software Standards
1 13 (21.31%) React
2 9 (14.75%) AngularJS
3 8 (13.11%) jQuery
4 7 (11.48%) .NET
5 6 (9.84%) Django
5 6 (9.84%) MEAN Stack
5 6 (9.84%) Node.js
6 5 (8.20%) .NET Framework
6 5 (8.20%) GraphQL
6 5 (8.20%) RESTful
6 5 (8.20%) Web Services
6 5 (8.20%) WPF
7 3 (4.92%) XML
8 2 (3.28%) Express
8 2 (3.28%) JSON
8 2 (3.28%) Lucene
9 1 (1.64%) CSS3
9 1 (1.64%) Elastic Stack
9 1 (1.64%) Kafka
9 1 (1.64%) Sensu
Miscellaneous
1 7 (11.48%) Life Science
2 6 (9.84%) FMCG
3 5 (8.20%) Analytical Skills
4 4 (6.56%) Computer Science
4 4 (6.56%) NHS
5 3 (4.92%) Driving Licence
5 3 (4.92%) Management Information System
6 2 (3.28%) Self-Motivation
6 2 (3.28%) W3C
6 2 (3.28%) Web 2.0
7 1 (1.64%) Blog
7 1 (1.64%) Internet of Things
7 1 (1.64%) Pharmacovigilance
7 1 (1.64%) PKI
7 1 (1.64%) Social Media
Operating Systems
1 9 (14.75%) Linux
2 4 (6.56%) Windows
3 2 (3.28%) CentOS
3 2 (3.28%) Red Hat Enterprise Linux
3 2 (3.28%) Ubuntu
3 2 (3.28%) Unix
4 1 (1.64%) Windows Server
Processes & Methodologies
1 14 (22.95%) Software Engineering
2 12 (19.67%) Agile Software Development
3 9 (14.75%) Machine Learning
4 7 (11.48%) Stakeholder Management
5 6 (9.84%) Bioinformatics
5 6 (9.84%) Business Intelligence
5 6 (9.84%) Data Visualisation
5 6 (9.84%) Visualisation
6 5 (8.20%) Data Analysis
6 5 (8.20%) ERP
6 5 (8.20%) Problem-Solving
6 5 (8.20%) Project Management
7 4 (6.56%) DevOps
8 3 (4.92%) Analytics
8 3 (4.92%) Informatics
8 3 (4.92%) Open Source
8 3 (4.92%) Presales
8 3 (4.92%) Rapid Prototyping
8 3 (4.92%) SDLC
8 3 (4.92%) Unit Testing
Programming Languages
1 19 (31.15%) Python
2 15 (24.59%) JavaScript
3 12 (19.67%) Java
4 11 (18.03%) C#
5 8 (13.11%) SQL
6 5 (8.20%) C++
7 3 (4.92%) Java 8
8 2 (3.28%) Perl
9 1 (1.64%) Bash Shell
9 1 (1.64%) Clojure
9 1 (1.64%) Erlang
9 1 (1.64%) Go
9 1 (1.64%) Ruby
9 1 (1.64%) TypeScript
Qualifications
1 10 (16.39%) Degree
2 3 (4.92%) PMI Certification
2 3 (4.92%) PMP
3 1 (1.64%) CISSP
3 1 (1.64%) Computer Science Degree
3 1 (1.64%) GCIH
3 1 (1.64%) GIAC
3 1 (1.64%) PhD
Quality Assurance & Compliance
1 7 (11.48%) QA
2 2 (3.28%) Data Quality
2 2 (3.28%) GDPR
2 2 (3.28%) WAI
3 1 (1.64%) GMP
3 1 (1.64%) ISO 13485
3 1 (1.64%) ISO/IEC 27001
System Software
1 5 (8.20%) Docker
2 1 (1.64%) Apache ZooKeeper
Systems Management
1 2 (3.28%) Ansible
2 1 (1.64%) Consul
2 1 (1.64%) Docker Swarm
2 1 (1.64%) Kubernetes
2 1 (1.64%) logstash
2 1 (1.64%) Nagios
2 1 (1.64%) Opscode Chef
2 1 (1.64%) Prometheus
2 1 (1.64%) Puppet
2 1 (1.64%) Systems Management Server (SMS)
2 1 (1.64%) Terraform
Vendors
1 10 (16.39%) SAP
2 7 (11.48%) Microsoft
3 5 (8.20%) IFS
4 4 (6.56%) Epicor
4 4 (6.56%) Infor
4 4 (6.56%) Oracle
4 4 (6.56%) Sage
5 2 (3.28%) Cognos
5 2 (3.28%) Google
5 2 (3.28%) Salesforce.com
5 2 (3.28%) VMware
6 1 (1.64%) Cloudera
6 1 (1.64%) SaltStack
6 1 (1.64%) Tableau