Senior AI Systems Architect
19 hours ago
**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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