Regeneron

AI Graduate Intern in PKPD Modeling and Simulation

5 December 2024
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Deadline date:
£50000 - £100000 / year

Job Description

We are seeking a highly motivated and talented summer intern to join our Quantitative Pharmacology group within the Drug Safety and Pharmacology department for Summer 2025. The intern will focus on applying advanced AI/ML techniques, such as deep learning/neural networks or physics-informed neural networks (PINNs) for PKPD and mechanistic/QSP modeling for optimal dose and regimen selection in the clinical phases of drug development. This role offers a unique opportunity to contribute to the cutting-edge field of pharmacology and drug development.

Key Responsibilities:
– Developing and testing neural network and other AI/ML models, as appropriate.
– Developing and exploring the uses of deep learning/neural networks for PKPD/QSP modeling.
– Reading through relevant scientific literature on neural networks, PKPD/QSP modeling and drug development.
– Communicating methods and results to relevant stakeholders within the company.

Ideal Candidate Qualifications:
– Familiarity from hands-on coursework or research with deep learning/neural networks.
– Proficiency in implementing these techniques using programming languages such as Matlab, Python, R, Julia, or related. Python packages of familiarity may include: TensorFlow, PyTorch and Keras.
– Familiarity with other AI/ML techniques, such as random forest, NLP, and support vector machines (SVM) is welcomed.

Internship Benefits:
– Exposure to real-world applications of AI/ML in drug development.
– Hands-on experience in the pharmaceutical industry.
– Opportunity to contribute to groundbreaking work in drug development through AI and machine learning.
– Collaborative environment offering valuable learning and growth opportunities.
– Opportunity to establish an area that could lead to greater collaborative opportunities.

End of Internship:
At the end of this 3-months internship, the intern will be required to present their accomplishments and findings to colleagues within the department. This presentation will serve as a platform to showcase the intern’s contributions and the impact of their work.

This internship is an excellent opportunity for students to apply their academic knowledge to real-world challenges, gain hands-on experience in the pharmaceutical industry, and contribute to groundbreaking work in drug development through the power of AI and machine learning. We look forward to welcoming a passionate and driven individual to our team.

In this role, a typical summer might include the following:

– Achieving a general understanding of what happens in our global organization
– Completing hands-on project work that has an impact on the business
– Engaging with Regeneron leadership
– Collaborating with a specific hiring manager and other interns
– Establishing connections with Regeneron’s diverse set of employee resource groups
– Participating in professional development sessions while enjoying lots of free food and swag
– Showcasing the knowledge you gained through end of program presentation sessions
– Getting paid for your hard work!

This role might be for you if:
– You want to make a difference
– You advocate for your ideas – and what they can do in the world
– You’re excited to think, challenge, listen, re-think and solve
– You continuously look for ways to improve
– You are science-minded, ask questions and challenge conventional wisdom
– You work with precision, passion, thoughtfulness and integrity
– You’re ready to work with the team that can bring a great idea to life
– You know this is no ordinary job

Please note our intern pay ranges are determined by level of education (year in school) and degree program.
The hourly rate range is: $17.90-$50.90 per hour. 

To be considered for this opportunity, you must be enrolled in, or accepted to, an academic program pursuing a Masters or PhD degree (and be returning to school the semester following the internship). A cumulative GPA of 3.0 is preferred. We want someone who is able to commit to 40 hours per week for a minimum of 10 weeks from the end of May/ early June through August. Demonstrated leadership in areas such as campus activities, clubs, sports, current or previous work, or within the community is also preferred.
 

Does this sound like you? Apply now to take your first step towards living the Regeneron Way! We have an inclusive and diverse culture that provides comprehensive benefits, which often include (depending on location) health and wellness programs, fitness centers, equity awards, annual bonuses, and paid time off for eligible employees at all levels!

Regeneron is an equal opportunity employer and all qualified applicants will receive consideration for employment without regard to race, color, religion or belief (or lack thereof), sex, nationality, national or ethnic origin, civil status, age, citizenship status, membership of the Traveler community, sexual orientation, disability, genetic information, familial status, marital or registered civil partnership status, pregnancy or parental status, gender identity, gender reassignment, military or veteran status, or any other protected characteristic in accordance with applicable laws and regulations. The Company will also provide reasonable accommodation to the known disabilities or chronic illnesses of an otherwise qualified applicant for employment, unless the accommodation would impose undue hardship on the operation of the Company’s business.

For roles in which the hired candidate will be working in the U.S., the salary ranges provided are shown in accordance with U.S. law and apply to U.S.-based positions.  For roles which will be based in Japan and/or Canada, the salary ranges are shown in accordance with the applicable local law and currency. If you are outside the U.S, Japan or Canada, please speak with your recruiter about salaries and benefits in your location.

Please note that certain background checks will form part of the recruitment process.  Background checks will be conducted in accordance with the law of the country where the position is based, including the type of background checks conducted. The purpose of carrying out such checks is for Regeneron to verify certain information regarding a candidate prior to the commencement of employment such as identity, right to work, educational qualifications etc.