AI/ML Engineer
Core
Design, train, and deploy machine learning models and LLM-based systems (fine-tuning, agents) for large-scale production use.
Role type
mid-level IC machine learning engineer (LLM systems)
Builds
production ML models and LLM agent products
Domain
Generative AI, LLMs, search, retrieval, ranking, recommendation systems
Deliverable
production ML models
Required skills
machine learning, deep learning, LLM fine-tuning, LLM agent development, model evaluation, latency optimization, scalability engineering
Preferred skills
experience launching products from zero to one, research prototype development
Technologies
PyTorch, TensorFlow, Keras, Scikit-learn
Responsibilities
Design and deploy ML models for large-scale production; develop LLM-based systems including fine-tuning and agents; partner with teams to establish success metrics and evaluation frameworks; address LLM challenges like bias and hallucinations; optimize models for latency and accuracy.
Seniority
Mid-level, hands-on IC
