Machine Learning Engineer jobs in United States
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Vilya · 2 hours ago

Machine Learning Engineer

Vilya is a computational biotechnology company focused on creating innovative medicines to target disease biology. They are looking for a highly-motivated Machine Learning Engineer to develop and maintain machine learning workflows for drug discovery, collaborating with computational scientists to build a scalable platform.

BiotechnologyHealth DiagnosticsLife ScienceMedical
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H1B Sponsor Likelynote

Responsibilities

Develop and maintain the infrastructure to support machine learning workflows for drug discovery at scale
Implement and optimize algorithms for data processing, model training and model deployment
Collaborate with and support the computational scientists at Vilya to help build a world-class computational macrocycle drug discovery pipeline
Participate in the development and enhancement of our software platform to ensure that our codebase is reliable, efficient, secure, and scalable

Qualification

Machine Learning pipelinesDeep learning frameworksPython scientific computingBig data pipelinesLinux environmentsGenerative modeling frameworksCheminformatics toolsInterest in drug discoveryEffective communication

Required

1+ year of experience developing and maintaining ML pipelines
Understanding of general software development concepts, including git, containers, testing, cloud computing, etc
Experience with modern deep learning frameworks, like PyTorch or JAX
Experience with Python scientific computing tools, such as numpy, scipy, pandas, etc
Experience working with big data pipelines
Experience working within Linux environments
Ability to effectively communicate with a team of diverse backgrounds
B.S. in computer science (or equivalent industry experience)

Preferred

A solid background in machine learning, including linear algebra, statistics, and calculus
Experience with modern generative modeling frameworks, such as flow matching and diffusion
Familiarity with techniques for modeling point-clouds or graphs (GNNs, equivariant transformers, etc.)
Familiarity with basic cheminformatics libraries and tools (RDKit, OpenBabel, PyMol, etc.)
An interest in drug discovery and working with biochemical data

Benefits

Opportunity to work in a disruptive startup with a talented, experienced, and dedicated team
401(k) plan with employer matching for contributions
Stock options
Excellent medical, dental, and vision coverage
Open, flexible vacation policy
Support to attend professional conferences meaningful to your career growth
Monthly cell phone and internet stipend
Monthly wellness and commuter stipend

Company

Vilya

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Vilya is a biotechnology company developing a novel class of drugs that precisely target the biology of disease.

H1B Sponsorship

Vilya 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
2025 (2)
2024 (1)

Funding

Current Stage
Early Stage
Total Funding
$71M
Key Investors
ARCH Venture Partners
2024-06-04Series A· $21M
2022-08-29Series A· $50M

Leadership Team

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Sabah Öney
Co-Founder, Interim CEO, Member Board of Directors
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Adam Moyer
Co-Founder - Director of Molecular Design
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Company data provided by crunchbase