Data Science Manager, GenAI & LLMs

JLL empowers you to shape a brighter way.

Our people at JLL are shaping the future of real estate for a better world by combining world class services advisory and technology for our clients. We are committed to hiring the best most talented peopleand empowering them to thrive grow meaningful careers and to find a place where they belong. Whether youve got deep experience in commercial real estate skilled trades or technology or youre looking to apply your relevant experience to a new industry join our team as we help shape a brighter way forward.

About us

JLL (NYSE: JLL) is a Fortune 200 company and a global leader in commercial real estate. We are a $20B business with over 100000 employees worldwide and the stability and resources to invest seriously in AI. Under our Accelerate 2030 strategy data and AI are the core pillars of how the company will operate and grow.

The Tel Aviv technology hub is at the center of that effort. We design build and operate production-grade AI systems that shape how decisions are made across JLLs diverse businesses.

The position

We are looking for a Data Science Manager to join the Enterprise Data Science Group to serve as a senior hands-on manager and the group leads close partner. Youll start by leading multiple strong data scientists internationally driving several of our applied research tracks with a clear mandate to grow the team in Tel Aviv as new projects land: hiring setting vision and roadmaps and aligning stakeholders on goals and KPIs. One of the most ambitious parts of the roadmap is building custom language models for JLL models adapted to commercial real estate on proprietary data few companies can match for various use cases.

The role offers a rare combination of hard real-world applied research leadership and the full stack including dozens of data sources billions of data points closed and open-weight LLMs post-training/fine-tuning agentic workflows multiple cloud environments and more. Youll partner with strong data scientists engineers product managers and business stakeholders and see your work land in production.

Representative projects:

• Classifying companies by industry code at scale combining LLMs custom embeddings and classic ML.
• GenAI-based entity resolution linking companies and properties across dozens of data sources using custom embeddings deep pipelines LLMs at scale fine-tuning clustering and more.
• Agentic LLM-based and ML-driven recommender systems for driving cross-sell and up-sell across our diverse businesses.
• Forecasting commercial lease rent dynamics and market trends from JLLs global transaction and market data using millions of leases and diverse input.
• Building agents and MCP servers that put our research and data to work.
• Exploratory research for incorporating the latest approaches (tabular foundation models time-series foundation models multi-agent pipelines reinforcement learning auto-research novel evaluation methods etc.) into our work.
  

We are looking for:

• 2 years managing data scientists AI researchers ML engineers or similar.
• Strong leadership mentality where you inspire your team initiate beyond core data science and partner with product and business to spot new project opportunities.
• Proven ML/AI excellence with recent years focused on GenAI.
• A track record of leading multi-person efforts end-to-end shipping to production and creating lasting value.
• Comfortable with communicating your work internally and externally.
• A strong research track record (e.g. scientific publications technical reports/blogs conference talks).
• An MSc (PhD an advantage) in computer science math or another quantitative field or equivalent experience.
  

Ways to stand out:

• Hands-on post-training of open-weight models (e.g. Llama/Qwen-class): SFT preference optimization (DPO/GRPO) LoRA vs. full fine-tuning and synthetic data curation
• Distributed training (FSDP DeepSpeed) or high-throughput LLM serving (vLLM SGLang)
• Experience with agentic systems: tools and MCP design multi-agent orchestration context engineering and rigorous evaluation
• An entrepreneurial track record
  

Were a tight-knit team of about 20 with a strong fun collaborative culture and a positive atmosphere hybrid from our newly renovated Tel Aviv headquarters a homelike space with team breakfasts and an on-site gym. We offer highly competitive compensation and benefits including private health insurance.

Location:

If this job description resonates with you we encourage you to apply even if you dont meet all of the requirements. Were interested in getting to know you and what you bring to the table!

At JLL we harness the power of artificial intelligence (AI) to efficiently accelerate meaningful connections between candidates and opportunities. Using AI capabilities we analyze your application for relevant skills experiences and qualifications to generate valuable insights about how your unique profile aligns with the specific requirements of the role yourepursuing.

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