Senior AI Engineer at GroMo (W21)
₹2.5M - ₹6M INR  •  
App for independent agents to sell financial products in India
Gurugram, HR, IN / Remote (US; IN)
Full-time
US citizenship/visa not required
3+ years
About GroMo

Building India's largest financial products distribution company

  • Bringing a landslide shift in the $300B+ Financial products market in India. GroMo is a Y Combinator (YC21) backed Series-A startup having raised $12M+ in overall funding .
  • We have backing from several large international funds and notable angel investors such as SIG, Y Combinator, Beyond Next Ventures, Das Capital, Kunal Shah(CRED, Freecharge), Ramakant Sharma(Livspace), Alok Mittal(Indifi, IAN), Nitin Gupta (Uni, Founder PayU), Utsav Somani (Angel list India, iSEED), Niraj Singh (Spinny), Ashish Sharma, and many more.
  • Both co-founders, Ankit and Darpan, are from IIT Delhi and have entrepreneurship experience in the tech space itself and have built (and sold) successful companies in the past
  • Our team comprises dedicated ex-entrepreneurs and mavericks who have a passion to build great things and change lives, with varied experience in companies such as Flipkart, Spinny, Policybazaar, Aviva Life, Snapdeal, Oracle, Housing, Unicommerce, Lambda Test, and many more...

At GroMo , we deeply understand how financial products such as Demat Account, Saving Account, Loans, Insurance, etc. are sold and we want to empower Millions of agents and financial advisors to sell financial products with the power of technology. Our ability to understand what customers want, build fast and iterate faster makes us stand far apart from our competitors.

It all starts with the right team — a team that deeply cares about values, customers, and each other.

About the role
Skills: Prompt Engineering, ML, Machine Learning, Deep Learning, Data Modeling

We seek a forward-thinking Senior AI Engineer who has strong domain knowledge of Model development & working to transform and fine-tune existing LLMs. The candidate will work directly with the Founder and the CTO in developing a new-age product in the Insurance space, which has the potential to generate $10B in revenues at scale (a first-of-its-kind, but a much-needed innovation).

Key Responsibilities:

  • Dataset Creation and Management (with Sales & Conversational Focus): Lead the design, development, and curation of high-quality datasets specifically tailored for building robust AI models. This includes data collection strategies, data cleaning, feature engineering, and ensuring data integrity and suitability for various modeling tasks. Crucially, this will involve creating and annotating conversational datasets for sales interactions, including intent recognition, entity extraction, dialogue states, and effective sales responses. 
  • Model Development & Deployment: Architect, develop, train, and deploy advanced AI/Machine Learning models for various applications. This will involve selecting appropriate model architectures (e.g., deep learning, traditional ML), optimizing model performance, and ensuring scalability and reliability in production environments.
  • Conversational Sales AI Development (Core Focus): Design, build, and optimize a sophisticated conversational AI agent specifically for selling health insurance products. This includes:
    • Developing dialogue management systems that guide users through the sales funnel.
    • Implementing intent recognition and entity extraction models tailored to health insurance queries and sales interactions.
    • Crafting compelling and compliant sales responses that address customer needs, handle objections, and provide accurate product information.
    • Ensuring the AI can effectively qualify leads, explain complex policy details, and guide users towards conversion.
  • Prompt Engineering & Dialogue Flow Optimization: Design and optimize prompts for large language models (LLMs) to achieve desired outcomes for specific business use cases, with a strong emphasis on natural, persuasive, and effective sales conversations. This includes developing robust strategies for managing complex conversation flows, ensuring seamless transitions, and maintaining context throughout the interaction.
  • Evaluation Criteria & Validation: Define and implement rigorous evaluation criteria across the entire AI pipeline, from dataset creation to model validation. This includes establishing metrics for data quality, model performance, bias detection, and ensuring robust validation strategies to build trustworthy and reliable AI systems. For conversational AI, this will also include metrics for dialogue success, user satisfaction, conversion rates, and adherence to sales scripts/compliance.
  • Data Science & Engineering Excellence: Apply strong data science principles to analyze complex data, extract insights, and formulate data-driven solutions. Demonstrate proficiency in data engineering practices, including building scalable data pipelines, managing data infrastructure, and ensuring efficient data access for AI development.
  • Research & Innovation: Stay abreast of the latest advancements in AI, machine learning, and fintech/insurance domains, actively exploring and integrating new technologies and methodologies to enhance our AI capabilities, particularly in the realm of conversational sales.
Technology

Stack- Node JS, Python, Java, AWS, Mongo, SQL, React Native, Kotlin. Using a Microservices architecture.

  • Looking for folks who are open to the challenge of creating an Edtech platform for agents
  • ML to suggest best products basis consumer profile
  • Microservices architecture to build a seamless product working with multiple 3rd party APIs, Insurance companies, and other service providers
  • Innovative tools to help improve the productivity of agents (Algorithm to identify potential customers, leverage data to suggest cross-selling options).
Interview Process

3 rounds of interaction, might include 1 round of hands-on.

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