Here’s the professional LinkedIn post based on the provided job details: --- **Hiring: Member of the Technical Staff, Pretraining** **Company:** Output Biosciences **Location:** San Francisco Bay Area **Job Posted Time:** 2026-09-15 18:57:42 **Employment Type:** Full-time **Target Skills & Keywords:** Machine Learning, Pretraining, Biological Reasoning, AI, PyTorch, Distributed Training, Representation Learning **Experience:** - PhD in Computer Science, Machine Learning, Physics, Mathematics, or related field with 2+ years of post-doctoral or industry research experience **OR** - Bachelor's/Master's degree with 5+ years of hands-on research/engineering experience in representation learning and model pretraining **Required Skills:** - Strong publication record (NeurIPS, ICML, ICLR) in pretraining, self-supervised learning, or foundation models - Hands-on experience pretraining large models on diverse data, including designing training objectives and scaling infrastructure - Proficiency in Python, PyTorch, and distributed multi-GPU training - Ability to own the full research-to-training pipeline (method design, training, deployment) - Production-quality coding skills with experience in shared codebases and version control - Rigorous experimental mindset with systematic evaluation design **Qualifications:** - Background in chemistry, biology, computational biology, or biophysics (bonus) - Experience with molecular/biological data pretraining or multimodal learning (bonus) - Open-source ML contributions (bonus) **Compensation:** $150,000 - $350,000/year + equity, excellent medical/dental/vision coverage **About the Role:** Join Output Biosciences to advance the core architecture and training of a biological reasoning foundation model. You’ll design architectures, run large-scale pretraining, and push the boundaries of AI in biology—solving problems traditional approaches can’t touch. **Our Culture:** Ownership, excellence, practicality, honesty, and fun. Interested candidates, please apply directly through the job posting on company's career page or try via AI auto apply on this platform. Don’t miss this opportunity to join a forward-thinking team! --- Let me know if you'd like any refinements!