
Cutting-Edge AI Innovator
11 hours ago
We're seeking a seasoned Lead AI Engineer to spearhead the development of our next-generation consumer AI product.
The successful candidate will be responsible for designing and implementing efficient language models that generate safe, structured, and engaging interactions.
Key Responsibilities:- Efficient LLM Pipeline Design: Create optimized pipelines for structured, interactive outputs.
- Narrative/Interaction Flows: Develop branching narrative/interaction flows with deterministic continuation and constrained decoding.
- Moderation and Safety Layers: Implement moderation and safety layers, including rule-based filters, toxicity detection, and external moderation APIs.
- Content Filtering and Vocabulary Controls: Apply content filtering and vocabulary controls to ensure safe, compliant outputs.
- Personalization and Progress Tracking: Implement heuristics-based personalization and progress tracking for adaptive experiences.
- Offline-First Inference Optimization: Optimize models for offline-first inference with cloud fallback when needed.
- Internal Tools Development: Build internal tools for prompt/template management, content testing, and moderation review.
- AI/NLP Experience: 5+ years of professional experience in applied AI/NLP, with at least 3 years focused on LLMs or conversational AI.
- Language Model Expertise: Strong background in language models: fine-tuning, LoRA, adapter methods, prompt engineering.
- PyTorch Proficiency: Proficiency in PyTorch; experience serving models with FastAPI/Docker.
- Edge Optimization: Experience with edge optimization: quantization, batching, caching.
- Structured AI Outputs: Knowledge of structured AI outputs (JSON schemas, branching graphs).
- Content Moderation Systems: Hands-on with content moderation systems and multi-layer safety approaches.
- Privacy and Compliance: Understanding of privacy and compliance requirements for consumer AI apps.
This role offers the opportunity to work on cutting-edge AI technology, collaborate with a talented team, and contribute to the development of innovative AI solutions.
Nice to Have:- Dialogue Systems Experience: Experience with dialogue systems or conversational assistants.
- Personalization Systems: Exposure to personalization/recommendation systems.
- Educational Applications: Familiarity with educational/narrative applications.
- Top-Tier Education: Graduated from top-tier colleges.
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