Senior AI Scientist Peptide Design

Purpose:

We are seeking a highly motivated Peptide design and Machine Learning Scientist to join AbbVies Madison Peptide Therapeutics team.  In this role you will help drive our adoption and development of generative AI methods to accelerate peptide drug discovery.  Our team uses a proprietary peptide synthesis platform capable of synthesizing bespoke peptide libraries consisting of millions of unique peptide sequences that can incorporate a variety of amino acids including non-canonical amino acids.  The platform enables rapid empirical evaluation of computationally designed peptide sequences giving us a unique advantage in this field.  The successful candidate will be responsible for identifying and developing novel algorithms and pipelines as well as collaborating closely with both computational and experimental scientists to guide and optimize our AI-enabled hit generation strategies.

Responsibilities:

• Develop machine learning and computational chemistry methods to enable discovery of peptides and/or peptide-containing scaffolds that bind to target proteins
• Lead efforts to leverage various computational chemistry tools and machine learning architectures to accelerate design of peptide-based molecules
• Lead deployment of machine learning algorithms across various therapeutic areas
• Build data sets and develop novel strategies to quantify model performance
• Present results at internal and external scientific conferences
• Routinely demonstrate scientific initiative and creativity in research activities
• Formulate conclusions and design follow-on experiments based on multidisciplinary data
• May initiate new areas of investigation that are scientifically meaningful reliable and can be incorporated directly into a research or development program
• Author of publications presentations regulatory documents and/or primary inventor of patents
• Understand and adhere to corporate standards regarding code of conduct safety appropriate handling of materials controlled drug and radioactive compounds GxP compliance and animal care where applicable
• Direct mentorship of others

Qualifications :

• Bachelors Degree or equivalent education and typically 10 years of experience Masters Degree or equivalent education and typically 8 years of experience PhD and no experience necessary.
• Proven experience developing deep learning approaches for peptide generation and peptide drug design
• Experience with protein structure modeling design or prediction algorithms spanning physics-based to deep learning architectures
• Fluent in Linux command-line python and version control (git)
• Demonstrated record of research excellence in machine learning as evidenced by conference presentations (e.g. NeurIPS) and journal publications
• Thorough theoretical and practical understanding of relevant scientific disciplines
• Applied experience in a quantitative science (e.g. Chemistry Biology Biochemistry etc.)
• Extensive experience working with large chemical and biological datasets including graph sequence and structure-based data
• Hands-on experience building and training models applying transfer learning and/or fine-tuning models using deep learning frameworks (such as PyTorch)
• Experience using cloud computing high-performance computing or GPU clusters
• Ability to work collaboratively on projects with multiple contributors
• High level of autonomy and productivity in laboratory research or method development requiring minimal supervision

Preferred:

• Experience developing deep generative approaches for cyclic peptide drug design
• Experience developing deep generative approaches for peptides with non-canonical amino acids
• Experience developing novel strategies to quantify model performance especially for diffusion flow-matching and transformer-based models
• Experience contributing to drug discovery efforts

Additional Information :

Applicable only to applicants applying to a position in any location with pay disclosure requirements under state or local law: 

• The compensation range described below is the range of possible base pay compensation that the Company believes in good faith it will pay for this role at the time of this posting based on the job grade for this position. Individual compensation paid within this range will depend on many factors including geographic location and we may ultimately pay more or less than the posted range. This range may be modified in the future. 

• We offer a comprehensive package of benefits including paid time off (vacation holidays sick) medical/dental/vision insurance and 401(k) to eligible employees.

• This job is eligible to participate in our short-term incentive programs. 

Note: No amount of pay is considered to be wages or compensation until such amount is earned vested and determinable. The amount and availability of any bonus commission incentive benefits or any other form of compensation and benefits that are allocable to a particular employee remains in the Companys sole and absolute discretion unless and until paid and may be modified at the Companys sole and absolute discretion consistent with applicable law. 

AbbVie is an equal opportunity employer and is committed to operating with integrity driving innovation transforming lives and serving our community. Equal Opportunity Employer/Veterans/Disabled. 

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Work :

No

Employment Type :

Full-time