Prologis is looking to leverage AI and LLMs to create transformative applications across business units, aiming to improve productivity and customer experience in the real estate and logistics industries.
Requirements
- Proficient in Python (pandas, scikit-learn, PyTorch/TensorFlow, Langchain etc), SQL, and version control.
- Solid grounding in supervised, unsupervised, and deep learning techniques plus model-evaluation best practices.
- Hands-on experience fine-tuning or integrating LLMs such as GPT, LLaMA, Claude, Gemini, etc.
- Experience with vector databases (e.g., FAISS, Pinecone), embeddings, and RAG architectures.
- Solid understanding of cloud platforms (AWS, Azure, GCP) and MLOps tools.
- 3+ years of hands-on experience in applied AI/ML development (1-2 years with advanced STEM degree), with at least 2 years focusing on LLMs or NLP-related technologies.
- Demonstrated ability to convert business questions into deployable ML solutions and explain results to non-experts.
Responsibilities
- Collaborate with business leaders to translate strategic goals into AI opportunities.
- Own the end-to-end process from ideation and stakeholder engagement to deployment and post-launch evaluation of AI and LLM initiatives.
- Execute the full data-science workflow—including EDA, feature engineering, model selection, validation, and monitoring—adhering to team coding and documentation standards.
- Design and implement LLM powered applications, tailored to solve real estate-specific challenges (e.g., lease abstraction, tenant communication, investment memo summarization).
- Craft prompts, fine-tune domain-specific models, or create retrieval-augmented generation pipelines that boost productivity or customer experience.
- Work with MLOps and engineering teams to deploy models into production environments, establish monitoring frameworks, and continuously improve solution performance.
- Provide peer mentorship, code and architecture reviews, and technical best practices to elevate the broader team’s capabilities
Other
- Highly motivated and strategic AI & LLM Lead
- Combines deep technical expertise with strong business acumen
- Thrives on building from 0 to 1
- Proven success owning and delivering cross-functional AI/LLM projects from start to finish.
- Experience working in or supporting real estate, logistics, finance, or other asset-heavy industries is a plus.
