Website:
pyvot.in
Job details:
Role: AI-Augmented Sr. Data Scientist and AI Specialist
Company: Pyvot, India [linkedin] [website]
Product: Mynt [Focus on Generative AI, Cloud/AWS, AI Agents, MLOps, AI Governance]
Location: Kolkata [Work From Office]
Experience Range: 5-15 years
Reports To: The Chief Technology Officer
The Elevator Pitch of the Role:
We aren’t looking for a traditional Data Scientist or AI engineer. We want a high-energy
Architect, a smart Builder and a shrewd Technical Force Multiplier, who is at the cutting-edge
of GenAI. You will create a world-class AI-Assistant for Business Intelligence (BI), in our
product, to deliver immediate actionable insights to our customers. You bridge the gap
between raw restaurant data and real-time conversational experiences.
Role Summary:
Your mission is the end-to-end creation, enhancement & governance of the AI Assistant.
This is a high-stakes, multi-agent, RAG-driven AI system that empowers non-technical
restaurant owners to ask complex questions of their data. You will own the entire pipeline &
workstream, from initial data exploration & analysis to final response creation & monitoring.
The AI-Augmented Edge
At Pyvot, we don't just build AI; we live it. You are expected to achieve a 2x-5x speed-up in
development by treating AI Agents & GenAI tools (e.g. Cursor, Claude, Gemini, Replit) as
your primary workforce. Your value is measured by your architectural smarts, innovative
problem-solving, AI-integrity/accuracy, and fast delivery… not by your speed of coding!
Core Responsibilities: Design, Build & Manage Lifecycle of AI systems
Multi-Agent Orchestration: Design and implement multi-agent workflow(s) for AI
functionalities: Intent Detection, Creation of High-Quality Response, Logic Audit,
Query Clarification, Syntax-Validation, Auto-Visualization, SQL Generation, etc.
Intelligence Enhancement: Build a Human-in-the-Loop (HITL) based feedback
flywheel & loops to constantly improve golden data store & response accuracy.
Semantic Layer Mastery: Construct Data Dictionary to define complex business
terms. Ensure the AI speaks the language of our customers & business stakeholders,
in a friendly but professional tone, that is warm & human-like & easy to understand.
AI Governance and Full-Stack AI Execution: Own the AI-Assistant Roadmap.
Deploy LLMs & Perform code execution via AWS services. Ensure high quality code.
Data Governance & Observability: Ensure every AI-generated SQL/Code is
analysed & evaluated before & after execution. Maintain strict data quality / sanity /
reliability standards; syntax+logical correctness/consistency; & semantic accuracy.
Role’s Requirements: The Intersection of Data Rigor and AI/GenAI Innovation
We are looking for a world-class AI specialist who is part Cloud AI Practitioner, part Data
Science (DS) innovator, and part MLOps ninja. Essentially, a fullstack AI expert.
[MH] Must-Have Skills & Experience
AI/ML Core: 5+ years of experience with Python, AI libraries, GIT, GitHub, production
grade AI/ML models & systems. 5+ years developing innovative AI & DS features.
GenAI & RAG: Experience building high quality Retrieval-Augmented Generation
(RAG) architectures, Knowledge-Bases (KBs), & AI-Agents, using LLMs.
Data Engineering (DE): Deep proficiency in SQL and PostgreSQL, and vector
databases for semantic search. Experience with vector embeddings and ETL.
Cloud AI Practitioner: Hands-on experience with AWS Bedrock, Lambda, RDS,
Sagemaker, AI-Agent frameworks and other AI Services in AWS/GCP/Azure.
AI Tooling Expertise: Expert-level usage of Cursor, Claude Code, Gemini, or Replit
to automate design, code generation, debugging, testing and deployment.
[SH] Should-Have Skills & Experience
Conversational BI: Experience building AI Assistants providing instant customized
insights in response to natural language queries, using LLMs like Claude or GPT.
Orchestration Frameworks: Experience with AgentCore, LangGraph, N8N, or
CrewAI, for multi agent pipelines/workflows. Exp with Linux & open-source tools.
Financial/Fintech/AI Rigor: Can handle complex financial metrics & ensure data
sanity & quality. Ability to understand/improve model quality & monitor for model drift.
MLOps & AI Governance: CI/CD for LLMs, Prompt Engineering, Versioning, AI/ML
Models Selection/Training/Fine-Tuning/Testing/Monitoring, Robust SCM practices,
Agile/Scrum, AI Reliability, Security, AI Performance & Cost Optimization, etc.
[GTH] Good-To-Have Skills & Experience
Educational Background: Degree in Computer Science or Engineering or Data
Science or AI/ML from a premier institution (IITs/NITs/BITS/IIIT) or a top university.
Frontend & Backend Experience: Vibe-coding on React UI, Visualizations (using
Charts.js, D3.js, etc.), Streamlit, FastAPI (APIs), etc., to complete AI Assistant POCs.
Prototyping Speed: Ability to build prototypes of AI features and AI/ML/GenAI POCs
(using AI Agents & AI tools) fast, give good demos, & iterate fast to improve quality.
The Net Crux
Success isn't just about shipping AI code, it's about building trust. You are creating the brain
of the Mynt ecosystem. If a restaurant owner asks a plain language question, the AI
Assistant system built by you will return accurate answers and high quality conversational
responses that will delight the user and benefit their business.
About Us: About Pyvot
The Company & The Culture: Overview
Welcome to Pyvot.
Pyvot your perspective.
Based in the heart of Kolkata’s IT Hub (Salt Lake), Pyvot is a tech-focused business
analytics and consulting powerhouse. Founded by industry leaders from top e-commerce
companies and premier institutes, we specialize in scaling restaurant chains through
data-driven strategy and cutting-edge engineering. At Pyvot (a.k.a. Pyvot Consultancy and
Analytics Private Limited), we scale restaurants, brands and chains through AI-driven deep
insights and hands-on strategic consulting support, directly lifting the revenue and increasing
the profitability of the restaurants, brands, and chains.
Our Culture: Silicon Valley in Kolkata
We are visionaries and dreamers aiming to disrupt an industry and to create a
category-defining product.
Forward-Thinking: We experiment fast, learn fast, and achieve success fast.
Cutting Edge: You will work with the latest GenAI and AI technologies.
Autonomy: Work on your preferred hardware (laptop) and platform of choice (OS,
frameworks) within our architectural boundaries and constructs.
Tools: As a key member of the tech team of our startup, you will have access to
best-in-class software development tools, AI services, and cloud infrastructure.
Balance: We work hard, we party, and we stay relaxed. Our office features
PlayStation and TT (after hours) to keep the energy high.
Community: Monthly team-building activities, including cricket/football tournaments
and outings, ensure our team stays healthy, happy, and fit.
Let’s Pyvot the industry together.
Click on Apply to know more.