Artificial Intelligence Engineer
Insight Global
2 - 5 years
Bengaluru
Posted: 22/02/2026
Job Description
We are seeking a Senior Agentic AI Engineer to help scale and productionize an AI-driven solution that ingests, analyzes, and structures large volumes of unstructured commercial contracts. This role will focus on taking an existing proof of concept (POC) and evolving it into a secure, enterprise-grade, production system that integrates with a Contract Lifecycle Management (CLM) platform.
The ideal candidate brings strong LLM and agentic AI experience, works comfortably in Databricks, and has prior exposure to legal or contract-based domains. You will work closely with business, legal, and platform teams and play a key role in ensuring long-term maintainability and successful handoff to support teams. Your responsibilities will include:
-Productionize an existing AI-based contract ingestion POC into a scalable enterprise solution
-Design and implement agentic AI workflows to:
--Identify contract types
--Extract and normalize contract metadata
--Validate signatures, parties, and effective dates
-Build logic to process contracts at scale (batch ingestion vs. single-file uploads)
-Map extracted metadata to an evolving enterprise taxonomy
-Integrate contract outputs into a downstream Contract Lifecycle Management (CLM) system
-Work within secure environments accessing sensitive commercial contract data
-Collaborate with legal, business, and technical stakeholders to ensure accuracy and compliance
-Improve reliability, monitoring, and supportability of AI workflows
-Support knowledge transfer and handoff to long-term support teams
-Contribute to architectural decisions and best practices for agentic AI solutions
Required Skills & Experience
-8+ years of overall IT or software engineering experience (for lead-level candidates)
-Demonstrated ability to: Ramp up quickly on complex platforms Translate business requirements into technical solutions Support solutions post-deployment
-Bachelors degree required (Computer Science, Engineering, or related field)
-Strong experience (lead-level) with Agentic AI / LLM-based systems
-Hands-on experience with Databricks -Proficiency in Python
-Experience integrating LLMs (OpenAI GPT and/or Anthropic Claude) into production systems
-Familiarity with structured and unstructured data processing
-Experience deploying AI solutions in enterprise or regulated environments
Nice to Have Skills & Experience
-Masters degree (Data Science, AI, or Engineering) preferred but not required
-Experience working with legal documents or contracts
-Exposure to Contract Lifecycle Management (CLM) platforms
-Familiarity with Snowflake
-Experience supporting legal, compliance, or financial services stakeholders
-Understanding of metadata modeling and taxonomy-driven systems
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