Senior Machine Learning Engineer, Biomolecule Design
2 months ago
Company: Aitopics
We are a biotechnology company that invents platforms and builds companies that change the world. Our mission is to leverage artificial intelligence to transform every aspect of the scientific method.
Aitopics is pioneering the application of AI to transform every aspect of the scientific method. Our Life Sciences effort leverages AI and high-throughput automation for valuable therapeutic discovery and development across biological modalities.
The Role
Aitopics is seeking a dedicated and skilled Senior Machine Learning Engineer, Biomolecule Design to join our team. This role will focus on MLOps for training large scale ML models of RNA and/or DNA. You will work closely with biologists, bioinformaticians, software developers, and automation engineers to develop and deploy machine learning models for sequence design.
- Developing, training, and deploying machine learning models for RNA/DNA sequence design.
- Implementing MLOps practices to streamline the model development and deployment process.
- Collaborating with cross-functional teams to integrate ML models into the data pipelines for our labs.
- Gathering and pre-processing public datasets with bioinformatics tools to pre-train ML models.
- Implementing rigorous testing, documentation, and model benchmarking.
Qualifications:
- Master's degree in computer science, computational biology, physics, or other quantitative disciplines.
- Experience with MLOps practices and tools including version control, automated testing, and CI/CD.
- Experience in at least one ML framework (PyTorch /TensorFlow/Jax) and robust experience in the Python data science ecosystem.
- Experience with large language models (e.g. autoregressive LLMs) for biological sequences is a plus.
- Familiarity with bioinformatics tools and databases for pre-processing and analyzing biological sequence data.
Working at Aitopics, you would have access to advanced technology in the areas of:
- AI experimental design and simulation.
- High-throughput automation for valuable therapeutic discovery and development.
Aitopics has a strong commitment to equal employment opportunity regardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability, gender identity or Veteran status.
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