AI Researcher
Core
Translate cutting-edge AI research into production solutions for internal business units and external customers, focusing on Small Language Models, reinforcement learning, and agent simulation.
Role type
Applied AI Researcher (Senior IC)
Builds
Production-ready domain models, RL training environments, and agent simulation frameworks on NeuralFabric.
Domain
Enterprise AI, Networking, Cybersecurity, IT Operations
Deliverable
production ML models
Required skills
Designing and fine-tuning language models, advanced post-training methods (LoRA, QLoRA, PEFT, RLHF), reinforcement learning, agent simulation, Python, deep learning frameworks (PyTorch, TensorFlow, JAX, Hugging Face)
Preferred skills
Publications in top AI conferences, Small Language Model optimization, model compression, RAG, advanced evaluation methodologies
Technologies
NeuralFabric, PyTorch, TensorFlow, JAX, Hugging Face Transformers
Responsibilities
Design, train, and fine-tune Small Language Models for network, security, and operations problems; Advance reinforcement learning and agent-simulation methods; Define evaluation methods and promotion gates for model quality; Apply research to internal and customer use cases.
Seniority
Senior, hands-on IC