Postdoctoral Fellow, Machine Learning Force Fields jobs in United States
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Schrödinger · 12 hours ago

Postdoctoral Fellow, Machine Learning Force Fields

Schrödinger is seeking a Postdoctoral Fellow in Machine Learning to join their Materials Science team. The role involves developing state-of-the-art ML force fields for impactful applications in materials sciences.

BiotechnologyEnterprise SoftwarePharmaceuticalSoftware
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H1B Sponsor Likelynote

Responsibilities

Build and manage large data sets generated using quantum chemical methods at scale to develop predictive ML force fields
Develop software that trains and applies ML force fields to challenging problems in materials sciences
Extend the accuracy, capability and generalization of current ML force fields
Communicate results and present ideas to the team

Qualification

Machine LearningPythonDFT methodsML toolkitsIndependent researchCollaboration

Required

A PhD (or extensive experience) in Chemistry, Materials Science, Engineering, Computer Science, or Physics
A proven track record of scientific contribution and independent research
Prior experience with development of ML force fields and/or electronic structure methods
Experience with modeling solid-state materials using first-principles
A machine learning enthusiast with a background in physical science
An innovator who's driven to leverage technical knowledge to make a tangible impact
A scientist with deep knowledge of both finite system and periodic DFT, as well as other electronic structure methods, and who understands the limitations and appropriate applications of these methods
A proficient Python programmer with prior knowledge of ML toolkits such as Scikit-Learn, NumPy, SciPy, Pandas, and PyTorch
An independent researcher who enjoys collaborating with an interdisciplinary team in a fast-paced environment

Benefits

Healthcare (with dental and vision)
A 401k
Pre-tax commuter benefits
A flexible work schedule
A parental leave program
Regular catered meals in the office
Over a month of paid vacation time

Company

Schrödinger

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Schrödinger is a healthcare-based software company that develops molecular design software for biotech and materials research.

H1B Sponsorship

Schrödinger has a track record of offering H1B sponsorships. Please note that this does not guarantee sponsorship for this specific role. Below presents additional info for your reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2022 (3)
2021 (1)
2020 (1)

Funding

Current Stage
Public Company
Total Funding
$577.22M
Key Investors
Bill & Melinda Gates FoundationBill GatesCascade Investment
2024-07-26Grant· $10M
2021-11-18Grant· $4.9M
2020-08-10Post Ipo Equity· $346.5M

Leadership Team

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Ramy Farid
President and CEO
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Pat Lorton
Chief Technology Officer and Chief Operating Officer, Software
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Company data provided by crunchbase