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, KAScheduled Weekly Hours:
40If 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.
JLL Privacy Notice
Jones Lang LaSalle (JLL), together with its subsidiaries and affiliates, is a leading global provider of real estate and investment management services. We take our responsibility to protect the personal information provided to us seriously. Generally the personal information we collect from you are for the purposes of processing in connection with JLL’s recruitment process. We endeavour to keep your personal information secure with appropriate level of security and keep for as long as we need it for legitimate business or legal reasons. We will then delete it safely and securely.
For more information about how JLL processes your personal data, please view our Candidate Privacy Statement.
For additional details please see our career site pages for each country.
Jones Lang LaSalle (“JLL”) is an Equal Opportunity Employer and is committed to working with and providing reasonable accommodations to individuals with disabilities. If you need a reasonable accommodation because of a disability for any part of the employment process – including the online application and/or overall selection process – you may email us at [email protected]. This email is only to request an accommodation. Please direct any other general recruiting inquiries to our Contact Us page > I want to work for JLL.
Skills Required
- Proven experience in software engineering
- At least one production project involving LLM agents, skill building, or RAG pipelines
- LLM API integration (tool use, function calling, streaming, context management)
- Prompt engineering, agent frameworks (Strands) and agent observability/guardrails
- Python 3.10+, async/await, type hints
- FastAPI or equivalent Python web framework
- Basic SQL (query, filter, join) and awareness of vector DBs (pgvector, Pinecone, OpenSearch)
- REST API design and authentication (JWT / OAuth2)
- Docker and containerisation
- AWS services for deployment (EC2/ECS, Lambda, RDS, S3) and AWS AgentCore knowledge
- GitHub Actions CI/CD
- Design and implement RAG pipelines, embeddings and retrieval workflows
- Document processing and unstructured data extraction (PDF, Excel) and enterprise integrations (SharePoint, email, Jira, SAP)
- Track record of owning and delivering solutions end-to-end with minimal guidance
- Experience working directly with non-technical stakeholders (requirements gathering, presenting solutions)
- Consulting or client-facing background
- Next.js, TypeScript, Tailwind CSS
- Terraform / Infrastructure as Code
- Kubernetes
- RPA tools (UiPath, Power Automate)
- Fine-tuning and model evaluation
- Commercial real estate (CRE) domain knowledge
JLL Compensation & Benefits Highlights
The following summarizes recurring compensation and benefits themes identified from responses generated by popular LLMs to common candidate questions about JLL and has not been reviewed or approved by JLL.
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Healthcare Strength — Healthcare coverage is positioned as comprehensive, spanning medical, dental, vision, life, disability, FSA options, and mental health support. The package is frequently characterized as “great” or “good,” reinforcing its perceived robustness.
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Retirement Support — Retirement benefits include a 401(k) with a strong employer match and access to related savings options such as a Roth 401(k). The presence of an employee stock purchase program and charitable matching further supports long-term financial value.
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Leave & Time Off Breadth — Time-off benefits include paid holidays and PTO that is often described as generous and flexible, alongside bereavement and military leave. Remote/hybrid flexibility is also part of the total rewards picture, increasing perceived overall value.
JLL Insights
What We Do
We’re a leading professional services firm that specializes in real estate and investment management. JLL shapes the future of real estate for a better world by using the most advanced technology to create rewarding opportunities, amazing spaces and sustainable real estate solutions for our clients, our people and our communities. We want the most ambitious clients to work with us, and the most ambitious people to work for us. Join us.
