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Data Scientist

Stealth StartupPushkar, IN

9 days ago

Job description

Job Title : Data Scientist

Location : Remote

Team : AI & Data Science

Engagement : Full-Time

Industry : Real Estate Tech / Smart Infrastructure

Seniority : Mid to Senior-Level

About Us

We are a stealth-mode startup at the forefront of real estate transformation — where physical infrastructure meets digital intelligence. We’re on a mission to create autonomous, data-driven, and adaptive living environments by embedding AI across the value chain of urban development.

Our work spans intelligent agent ecosystems , generative AI platforms , and multi-modal ML solutions . As we scale our AI capabilities, we’re seeking a Data Scientist who not only brings modeling expertise but also understands modern AI engineering stacks like LangChain , transformers , and MCP-based orchestration .

Job Objective

This role combines classic data science modeling with modern AI engineering. You will help design, prototype, and productionize ML / AI pipelines across various domains — from predictive modeling to conversational AI agents. Your work will directly impact strategic decisions, operational automation, and customer experience across the product ecosystem.

Key Responsibilities

Data Exploration & Business Contextualization

Perform advanced exploratory data analysis (EDA) to uncover insights, detect anomalies, and guide modeling strategy.
Collaborate with product and domain leads to scope high-impact ML use cases and identify key success metrics.

Machine Learning & Generative AI Development

Design and implement predictive and generative models using :

Regression, classification, clustering

LSTM, Transformers (e.g., BERT, T5, GPT-based models)

Fine-tuning and prompt engineering for LLMs

Build retrieval-augmented generation (RAG) pipelines using LangChain or equivalent agentic frameworks.

AI Engineering & MCP Server Design

Develop and deploy MCP (Model Context Protocol) servers that coordinate AI tools, prompts, and agent workflows.

Implement tool-calling, function-chaining, and human-in-the-loop validation in agentic systems.

Build scalable APIs that serve model outputs, streaming responses, or vector search results from internal knowledge bases.

ML Lifecycle & MLOps

Own full ML pipeline — from experimentation to deployment — using Vertex AI , Databricks , or AWS SageMaker .

Integrate model monitoring, feedback loops, and rollback strategies into production.

Optimization & Experimentation

Tune hyperparameters, optimize latency, and reduce model drift using continuous evaluation and A / B testing.

Establish benchmarks and experiment tracking for various modeling approaches.

Communication & Reporting

Translate technical insights into actionable business recommendations.

Present results to executives and cross-functional teams using clear, visual narratives and interpretable metrics.

Qualifications & Experience

Education

Bachelor’s or Master’s degree in Computer Science, Data Science, Machine Learning, Applied Mathematics, or related fields.

Experience

Minimum 5 years of professional experience in data science, machine learning, or AI research & development.

Strong exposure to both ML modeling and LLM-driven AI application development .

Behavioral Competencies

Strong problem-solving and structured thinking for ambiguous challenges.

Ability to design scalable AI architectures , not just throw models at data.

Comfortable working across code, cloud, and concept — from model design to business impact.

Team player with mentoring capability for junior engineers or data scientists.

Why Join Us?

Build state-of-the-art agentic AI solutions in a fast-growing stealth startup.

Work on complex multi-agent LLM orchestration problems rarely solved in the wild.

Join a hands-on, high-performance culture with direct influence on product and platform decisions .

Contribute to real-world AI that redefines how people interact with urban environments.

Application Process

Shortlisted candidates will go through :

Technical Deep-Dive Interview

System Design or Agent Architecture Case

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Data Scientist • Pushkar, IN

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