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Machine Learning Engineer

Axiom BioSF Global HQ
On-site Full-time

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Experience Level

Mid to Senior

Qualifications

Candidates should possess a robust understanding of machine learning principles, experience in AI model development, and a passion for innovative research. Familiarity with chemistry and biology will be advantageous.

About the job

Charter:

Join us as a pivotal member of a groundbreaking team dedicated to revolutionizing the field of toxicology by developing advanced AI systems that will replace traditional lab and animal experiments.

What We Seek:

We are on the lookout for exceptional individuals who can inspire those around them and drive the team towards greatness. Our ideal candidate is someone with high agency—able to identify priorities and take action. We value unique passions and hobbies that may seem niche but reveal a deep commitment and curiosity when explored. Candidates should approach challenges with both intentionality and a sense of wonder, embodying the spirit of exploration akin to an immigrant in a new land or a self-taught coder. A strong desire to learn and grow, coupled with technical excellence and a commitment to mastering one’s craft, is essential. We want those who are willing to tackle daunting challenges and derive satisfaction from the journey as much as the outcome.

Your Responsibilities:

  • Establish the foundational end-to-end ML/AI system, including wetlab data generation, data cleaning/processing, model architecture, training, inference, and deployment strategies.

  • Lead innovative research and development initiatives focused on elucidating the interplay between chemistry and biology.

  • Design and scale large models that are pretrained on paired chemistry and biological imagery.

  • Conduct applied research aimed at optimizing, aggregating, and pooling embeddings.

  • Become a thought leader in emerging and underexplored domains, such as molecular graph representations and generative diffusion for biological applications.

  • Develop entrepreneurial skills alongside engineering expertise by creating impactful solutions that deliver substantial value for scientists.

  • Deliver outstanding technology and products that redefine industry standards.

Preferred Attributes:

  • ...

About Axiom Bio

Axiom Bio is at the forefront of integrating advanced AI technologies into the life sciences sector, aiming to reduce reliance on traditional toxicity testing methods through innovative solutions.

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