Senior AI Systems Architect

19 hours ago


New York, New York, United States Output Services Full time

**Job Title:** Senior AI Systems Architect

We are seeking a highly skilled Senior AI Systems Architect to join our team at Output Services. As a key member of our technology team, you will be responsible for designing and implementing cutting-edge AI systems capable of complex biological reasoning across multiple scales.

Responsibilities:

  • Design and implement advanced machine learning algorithms to enhance model performance and biological understanding
  • Develop and fine-tune generative models for biological applications, exploring innovative architectures to capture the complexities of multi-scale biological systems
  • Work on distributed training systems to scale our models to billions of parameters, optimizing for performance and efficiency across multi-GPU and multi-node setups while handling large-scale biological datasets
  • Engineer efficient data pipelines to manage and process massive biological datasets, addressing challenges in data loading, splitting, and memory optimization
  • Develop and implement robust evaluation frameworks for complex biological models, ensuring data integrity and preventing leakage across dataset splits

**Requirements:**

  • Bachelor's in Computer Science, Machine Learning, or a related technical field
  • 3+ years of experience in developing and implementing machine learning models
  • Proficient in Python and have expertise in at least one major deep learning framework (PyTorch, TensorFlow, or JAX)
  • Experience with deep learning and generative architectures such as transformers, diffusion models, and autoencoders
  • Skilled in working with large-scale datasets and distributed computing environments
  • Skilled in scaling models and working with large-scale datasets and distributed computing environments, including experience with AWS for training, inference, and deployment
  • Strong understanding of machine learning fundamentals, including various model architectures, optimization techniques, and evaluation metrics
  • Experience in designing and implementing efficient data pipelines for processing and managing large datasets
  • Experienced in developing robust evaluation frameworks and ensuring data integrity in machine learning projects
  • Experienced in code organization, version control, and collaborative software development practices
  • Excellent problem-solving skills and the ability to quickly adapt to new challenges
  • Mature mindset in ambiguous situations, helping to frame questions and seek clarity while making decisions in the face of uncertainty
  • Excellent communication skills and can clearly articulate complex technical concepts
  • Motivated by making a real impact and committed to tackling problems of significant consequence with determination and creativity

Estimated Salary: $180,000 - $250,000 per year

Our Values:

  • We foster a culture of ownership
  • We have an unwavering commitment to excellence
  • We value practicality and results-oriented thinking
  • We place a high value on honesty and directness
  • We believe that life is too short not to have fun

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