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 people and empowering them to thrive, grow meaningful careers and to find a place where they belong.  Whether you’ve got deep experience in commercial real estate, skilled trades or technology, or you’re looking to apply your relevant experience to a new industry, join our team as we help shape a brighter way forward.   

Forward Deployed Engineer

JLL Technologies

Bangalore

Technical Requirements:

Agentic AI
• LLM API fundamentals — LLM API integration — tool use, function calling, streaming, context management
• Skill building — Design and publish reusable skills consumable by LLM-powered agent workflows
• MCP (Model Context Protocol) — Build and consume MCP servers; expose and integrate tools for agent use
• A2A communication — Multi-agent coordination, task delegation, result aggregation across agent networks
• RAG pipelines — Vector databases, chunking, embeddings, retrieval pipelines
• Prompt engineering — System prompts, chain-of-thought, evaluation and iteration
• Agent frameworks — Strands as primary framework; awareness of LangGraph, CrewAI, or AutoGen
• Guardrails — Hallucination mitigation, human-in-the-loop checkpoints, agent observability

Backend

• Python 3.10+, async/await, type hints
• FastAPI or equivalent Python web framework
• Basic SQL — query, filter, join; awareness of vector DBs (pgvector, Pinecone, OpenSearch)
• REST API design, JWT / OAuth2

Workflow Automation
• Decompose manual business processes into agent pipelines
• Document processing — PDF, Excel, unstructured data extraction and classification
• Enterprise system integration — SharePoint, email, Jira, SAP or similar

Infrastructure

• AWS AgentCore — Host and operate agent workloads; understand lifecycle, scaling, and invocation patterns
• AWS services — EC2/ECS, Lambda, RDS, S3 — support agent deployment and data storage needs
• Docker and containerisation
• GitHub Actions CI/CD

Additional Skills:

• Next.js 15+, TypeScript, Tailwind CSS
• Terraform / Infrastructure as Code
• Kubernetes

• RPA tools — UiPath, Power Automate
• Fine-tuning and model evaluation
• CRE domain knowledge

Experience

• Proven experience in software engineering
• At least one production project involving LLM agents, skill building, or RAG pipelines
• Track record of owning and delivering solutions end-to-end with minimal guidance
• Experience working directly with non-technical stakeholders — gathering requirements, presenting solutions
• Consulting or client-facing background is an advantage

Location:

On-site –Bengaluru, KA

Scheduled Weekly Hours:

40

If this job description resonates with you, we encourage you to apply even if you don’t meet all of the requirements.  We’re 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 you're pursuing.

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