
Lead AI Engineer
2 days ago
This role is for Weekday's client.
Role Overview
As the Lead AI Engineer , you will be responsible for spearheading the design, development, and deployment of AI solutions. You will work with various large language models (LLMs) —both open-source and proprietary—optimizing them through fine-tuning, prompt engineering, agentic frameworks, and retrieval-augmented generation (RAG) methodologies. Additionally, you will play a key role in managing the AI engineering team, fostering innovation, and ensuring successful execution of AI-driven projects.
Requirements
Key Responsibilities- Lead the AI engineering team in designing, developing, and deploying LLM-powered solutions .
- Work with open-source (Llama, Mistral, Falcon, etc.) and proprietary models (GPT-4, Claude, Gemini, etc.) to build state-of-the-art AI applications.
- Develop strategies for fine-tuning models on proprietary datasets to enhance performance for specific use cases.
- Architect and implement retrieval-augmented generation (RAG) systems for improved response accuracy and efficiency.
- Build and integrate agentic frameworks that allow LLMs to autonomously reason, plan, and execute multi-step tasks.
- Oversee the data pipeline, model training, and deployment workflows to ensure scalability and efficiency.
- Collaborate with cross-functional teams (product managers, data scientists, and software engineers) to align AI development with business objectives.
- Stay up to date with the latest advancements in AI research and bring innovative solutions to the company.
- Ensure best practices for model evaluation, bias mitigation, and ethical AI deployment .
- Drive the team's technical roadmap, hiring strategy, and mentorship initiatives .
- 5+ years of experience in AI/ML engineering, with a strong focus on LLMs and NLP .
- Proficiency in Python and AI frameworks such as PyTorch, TensorFlow, LangChain, LlamaIndex, or similar .
- Deep understanding of transformers, embeddings, tokenization, attention mechanisms, and distributed training .
- Experience in fine-tuning large-scale models on domain-specific datasets.
- Hands-on experience with vector databases (e.g., FAISS, Weaviate, Pinecone) for retrieval-based AI applications.
- Strong knowledge of MLOps practices, including model deployment, monitoring, and lifecycle management.
- Proven experience leading AI/ML teams, managing project timelines, sprints, and stakeholder expectations .
- Experience with cloud platforms (AWS, GCP, Azure) and optimizing AI workloads for production environments.
- Strong problem-solving skills with a research-driven mindset.
- Experience working with multi-modal models (text, image, video, audio).
- Knowledge of RLHF (Reinforcement Learning from Human Feedback) techniques.
- Contributions to open-source AI projects or published research papers.
- Prior experience in a high-growth AI startup or AI research lab .
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