Gen AI ENGINEER

TORM; Mumbai; On-site; INR 3,000,000 - 5,000,000; Full time

Benefits offered by this job

Competitive salary

Bonus scheme

Flexible work arrangements

Learning & growth opportunities

Job summary

TORM invites you to join a Data & AI team to design GenAI and RAG applications across fleet and shore-based operations. This role focuses on building scalable, production-grade AI systems with enterprise-scale data platforms.

You will work with Databricks, LangChain, LlamaIndex, and Agent Bricks to deliver agentic AI solutions, alongside senior engineers shaping the AI roadmap. English fluency is essential.

Qualifications

• At least three years of experience in AI/ML, data, or software engineering, delivering GenAI solutions.
• Strong Python and software engineering fundamentals, including production-grade design and architecture.
• Experience with Databricks, vector search, and LLM/agentic development.
• Familiar with open-source RAG frameworks and evaluation/observability practices.

Responsibilities

• Design, build, and maintain GenAI/RAG applications on Databricks and related tooling.
• Develop agentic solutions using Databricks Agent Bricks to automate multi-step workflows.
• Build and optimize RAG pipelines using LangChain, LlamaIndex, and similar frameworks.
• Refine prompts and agent guidelines for accuracy across multi-turn interactions.
• Monitor model/agent performance, latency, and cost efficiency.
• Set up evaluations to measure quality, accuracy, and reliability.
• Implement observability for agentic apps and APIs using OpenTelemetry.
• Create APIs with FastAPI to expose GenAI capabilities to other systems.
• Design data models and integrate with PostgreSQL for GenAI apps.
• Apply solid software design and architecture principles for scalable, production-ready systems.
• Contribute to strategic initiatives and roadmap planning for GenAI trends.

Skills

Databricks

LangChain

LlamaIndex

Agent Bricks

Python

FastAPI

Azure

PostgreSQL

Vector search

LLM evaluation

Tools

Databricks

LangChain

LlamaIndex

Agent Bricks

FastAPI

Azure

PostgreSQL

Job description

Job Description:

Join TORM to build production-grade GenAI and agentic solutions based on enterprise-scale data platforms in real operational workflows across fleet and shore-based operations.

At TORM, our corporate and technology teams work closely together to move the business forward through innovation and intelligent automation. By combining technical skills with a collaborative mindset, we build scalable, reliable GenAI solutions that support real operational workflows across the organization.

As a Gen AI Engineer, you'll design and build GenAI/RAG applications and agentic solutions on Databricks (including Agent Bricks), work with open-source RAG frameworks, and contribute to the team's broader AI strategy and roadmap, working alongside experienced engineers to deliver reliable solutions for fleet and shore-based operations.

Your Role: Make an Impact

In this role, you'll be part of a Data & AI team, building and scaling GenAI, RAG, and agentic solutions end- to-end. You'll work closely with senior engineers on architecture decisions and help shape the team's strategic direction on emerging AI tooling.

Key Responsibilities

• Design, build, and maintain GenAI/RAG applications on Databricks (Unity Catalog, vector search, model serving, Knowledge Assistant-style architectures)
• Build agentic solutions using Databricks Agent Bricks and related tooling to automate multi-step reasoning and decision workflows
• Build and optimize RAG pipelines using open-source frameworks (e.g., LangChain, LlamaIndex, or similar), including chunking, embeddings, and retrieval tuning
• Design and refine system prompts and agent guidelines for accuracy and reliability across multi-turn interactions
• Monitor and improve model/agent performance - context retention, latency, and cost optimization
• Set up and run evaluations for agentic/LLM solutions to continuously measure quality, accuracy, and reliability
• Set up observability (tracing, logging, metrics) for agentic applications and APIs, preferably using Open Telemetry
• Design and build APIs using FastAPI (or a similar modern framework) to expose GenAI/agentic capabilities to other systems
• Design data models and integrate with transactional databases (e.g., PostgreSQL) supporting GenAI/agentic applications
• Apply sound software design and solution architecture principles to ensure GenAI/agentic systems are maintainable, scalable, and production-ready
• Contribute to strategic initiatives - evaluating emerging GenAI trends, running POCs, and supporting roadmap planning

Your Profile

We're looking for a hands-on GenAI engineer who is curious about emerging AI tooling, enjoys solving production-scale problems, and is eager to contribute both technically and strategically in a collaborative, technology-driven environment.

To succeed in this role, you bring

• At least three years of experience in AI/ML, data, or software engineering, with hands-on experience delivering GenAI solutions
• Strong experience with Databricks (including notebooks, workflows/jobs, Unity Catalog, and ideally vector search)
• Hands-on experience building RAG and agentic AI solutions using frameworks such as LangChain, LlamaIndex, Agent Bricks, or similar tools
• Strong Python and software engineering fundamentals, including solution design and architecture for production-grade applications
• Experience evaluating, testing, and monitoring LLM/agentic applications, including quality, accuracy, observability, and performance
• Experience building and integrating APIs using FastAPI or similar frameworks
• Working knowledge of Azure cloud services and PostgreSQL or similar relational databases
• Strong analytical and problem-solving ability, with fluency in English, both written and verbal

Good to Have

• Basic exposure to Microsoft Copilot Studio or a similar low-code conversational AI platform
• Experience with multi-agent architectures or agent orchestration frameworks
• Prior experience in a regulated or data-residency-sensitive environment (GDPR, EU data handling)

What We Offer

At TORM, we are committed to people, communities, and the environment. We offer a competitive salary along with a bonus scheme, pension, and flexible work arrangements to support a healthy work-life balance. You'll have access to continuous learning and growth opportunities with a variety of initiatives, from e.g., Fun club, Family Day, Festival celebrations, CSR programs etc., that help you connect, grow, and thrive.

Diversity and inclusion are integral to our success. We welcome applicants from all backgrounds and value the perspectives they bring to our global organization.