Machine Learning Force Fields Developer

Schrodinger

1 - 2 years

5 - 9 Lacs

hyderabad

Posted:21 hours ago| Platform:

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Skills Required

computer science c++ version control database design machine learning cloud data collection database high performance computing python

Work Mode

Work from Office

Job Type

Full Time

Job Description

As a member of our Machine Learning team, you will develop infrastructure to deploy state-of-the-art ML force fields, which will be applied to impactful applications in Life and Materials sciences.

Who will love this job:

An ML engineer with basic knowledge and interest in physical science and machine learning
An independent researcher who enjoys collaborating with an interdisciplinary team in a fast-paced environment
A technical contributor interested in optimizing implementations of the latest advances in machine learning force fields
A developer who values code clarity, generality, and maintainability

What you ll do:

Develop performant implementations of state-of-the-art machine learning force fields
Develop end-to-end fine-tuning workflows, including data collection, training, inference, and deployment
Support computation of reference data using cloud resources
Work with an interdisciplinary team of scientists and developers to deliver impactful workflows based on machine learning force fields

What you should have:

A bachelor s or advanced degree in computer science, chemistry, physics, or a related field
1 to 2 years of experience with machine learning frameworks (
PyTorch
), interpreted languages (Python), continuous integration, and version control
Knowledge of
computational chemistry
and
molecular dynamics
is preferred
Familiarity with
cloud
and
high-performance computing
, especially around
GPU utilization
Familiarity with database design
Experience with
Python
database libraries,
C++
, and/or
CUDA
programming is preferred

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