Machine Learning Lead Engineer, Machine Learning
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Job Description
Machine learning lead engineer building scalable training, evaluation, inference, and deployment systems. Leading production ML infrastructure using Python, PyTorch/JAX, and GPU-based computing.
Responsibilities:
- Own the end-to-end Machine Learning (ML) systems powering the company, from data and training to evaluation, inference, and deployment
- Build and evolve training and fine-tuning pipelines for large models
- Design evaluation systems measuring capability, robustness, safety, and real-world product performance
- Architect high-performance inference systems, optimizing latency, GPU utilization, memory, cost, and reliability
- Build data pipelines and systems for high-quality real-world and synthetic training data
- Establish reliable production infrastructure for deploying, monitoring, and continuously improving models
- Partner with research and application engineering to turn model capabilities into product improvements
- Make pragmatic technical trade-offs and rapidly iterate based on real-world performance
- Detect, debug, and resolve production issues quickly while minimizing user impact
- Support and align team members to deliver high-impact ML work
Requirements:
- Machine Learning (ML) experience is required
- Experience building and shipping Machine Learning (ML) systems used in production, not just research prototypes
- Strong understanding of modern large-model training, fine-tuning, evaluation, and inference
- Strong software engineering and systems fundamentals
- Experience operating Machine Learning (ML) workloads at meaningful scale, particularly GPU-based systems
- Strong technical judgment and the ability to navigate ambiguous problems independently
- A bias toward experimentation, measurement, and shipping
- High standards for correctness, reliability, and production quality
- Python, PyTorch/JAX, and GPU-based training and inference system
- Must be willing to take a 60 minute coding assessment
Benefits:
- medical insurance
- Dental
- Vision
- Savings Plan Options
- PTO
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