Deep Learning Engineer, Mid-Level
$56.25 - $137 per hourjobright.com
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Job Summary:
GenBio AI is a newly established start-up headquartered in Silicon Valley, dedicated to transforming biology and medicine through Generative AI. The Deep Learning Engineer will design and maintain software systems for foundation model development, collaborating with data engineers and research scientists to integrate models into production environments.
Responsibilities:
• Design, develop, optimize, and maintain software systems for the entire foundation model development and deployment lifecycle (i.e., data pipeline, pre-training, fine-tuning, serving)
• Build and maintain scalable, efficient, and reusable codebases for large-scale foundation model training, adaptation, evaluation, and inference
• Collaborate closely with data engineers and research scientists to integrate models into production environments
• Implement and ensure best practices in software engineering, including code quality, testing, and documentation
• Build and optimize robust back-end systems, APIs, and databases to support complex workflows
• Ensure code quality, scalability, and performance through rigorous testing and code reviews
Qualifications:
Required:
• Bachelor’s, Master’s degree in Computer Science, Engineering, or related field. Experience in life sciences or healthcare is a plus
• Proficiency with major deep learning frameworks such as PyTorch, HuggingFace Transformers & Accelerate, or Megatron-LM/DeepSpeed
• Familiarity with resource management and scheduling systems (e.g., SLURM, Kubernetes)
• Have direct ML Ops platform experience, such as kubeflow pipelines, argo workflows, apache airflow, or metaflow
• Proficiency in back-end frameworks like Django, Flask, or Node. js, and database technologies (e.g., PostgreSQL, MongoDB)
• Expertise in distributed systems, cloud computing (AWS, GCP), and containerization tools (Docker, Kubernetes)
Preferred:
• Ph.D. degree in Computer Science, Engineering, or related field. Experience in life sciences or healthcare is a plus
• Prior experience pre-training or serving large language models or large-scale foundation models
• Experience with deep learning workflows
• Knowledge of biological data types and challenges and experience with bioinformatics tools
• Familiarity with version control systems like Git and CI/CD pipelines
• Strong understanding of RESTful APIs, authentication, and deployment pipelines
• Familiarity with machine learning workflows and biological datasets
Company:
GenBio.AI, Inc. Founded in 2024, the company is headquartered in Palo Alto, CA, US, with a team of 11-50 employees. The company is currently Early Stage. GenBio AI has a track record of offering H1B sponsorships.
Seniority level
Seniority level
Mid-Senior level
Employment type
Employment type
Full-time
Job function
Industries
Software Development
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Medical insurance
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401(k)
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