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Tejas's profile picture
Posted by Tejas
0 - 2 yrs
₹1.5L - ₹4L / yr
Remote, Pune
Skills
Executive Assistant
Executive support
Office Assistant
Assistant
MS-Excel
Google Drive
Market Research
User Research
Assisting the CEO with creating sheets, research on competitors, research on users, Community management, maintaing calendar and maintaining a todo list.
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Shubham Vishwakarma

Full Stack Developer - Averlon
I had an amazing experience. It was a delight getting interviewed via Cutshort. The entire end to end process was amazing. I would like to mention Reshika, she was just amazing wrt guiding me through the process. Thank you team.
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About Cryption Studios

Founded :
2017
Type :
Products & Services
Size :
20-100
Stage :
Raised funding

About

Cryption Studios puts your business on the Blockchain. It is our mission to accelerate the world’s transition towards Decentralization. We optimize your business processes by building scalable and secure blockchain solutions for you.
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Tejas

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🤖 Data Scientist – Frontier AI for Data Platforms & Distributed Systems (4–8 Years)

Experience: 4–8 Years

Location: Bengaluru (On-site / Hybrid)

Company: Publicly Listed, Global Product Platform


🧠 About the Mission

We are building a Top 1% AI-Native Engineering & Data Organization — from first principles.

This is not incremental improvement.

This is a full-stack transformation of a large-scale enterprise into an AI-native data platform company.

We are re-architecting:

  • Legacy systems → AI-native architectures
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  • Data platforms → intelligent, learning systems
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This is the kind of shift you would expect from companies like Google or Microsoft —

Except here, you will build it from day zero and scale it globally.


🧠 The Opportunity: This role sits at the intersection of three high-impact domains:

1. Frontier AI Systems: Large Language Models (LLMs), Small Language Models (SLMs), and Agentic AI

2. Data Platforms: Warehouses, Lakehouses, Streaming Systems, Query Engines

3. Distributed Systems: High-throughput, low-latency, multi-region infrastructure


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  • Pipelines are autonomous, self-healing, and adaptive
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  • Infrastructure learns from usage and evolves continuously

This is: AI as the control plane for data infrastructure


🧩 What You’ll Work On

You will design and build AI-native systems deeply embedded inside data infrastructure.

1. AI-Native Data Platforms

  • Build LLM-powered interfaces:
  • Natural language → SQL / pipelines / transformations
  • Design semantic data layers:
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  • Develop AI copilots:
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2. Autonomous Data Pipelines

  • Build self-healing ETL/ELT systems using AI agents
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3. Intelligent Query & Compute Optimization

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4. Distributed Data + AI Infrastructure

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5. Learning Systems & Feedback Loops

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6. LLM & Agentic Systems (Infra-Aware)

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🧠 What We’re Looking For

Core Foundations

  • Strong grounding in:
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  • Distributed systems fundamentals
  • Deep understanding of:
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Hands-On Expertise

  • Experience building:
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  • Distributed pipelines and compute systems
  • Strong programming skills:
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Systems Thinking (Critical)

You think in systems, not components.

  • Built or worked on:
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  • Low-latency, high-concurrency architectures
  • Understand:
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  • Trade-offs in distributed systems


🔥 What Sets You Apart (Top 1%)

  • Built AI-powered data platforms or infra systems in production
  • Designed or contributed to:
  • Query engines / optimizers
  • Data observability / lineage systems
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  • Experience with:
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  • Agentic AI systems
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  • Worked on systems at scale comparable to:
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  • Meta (real-time analytics infra)
  • Snowflake / Databricks (lakehouse architectures)


🧬 Ideal Background (Not Mandatory)

We often see strong candidates from:

  • Data infrastructure or platform engineering teams
  • AI-first startups or research-driven environments
  • High-scale product companies

Experience building:

  • Internal platforms used by 1000s of engineers
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🧠 The Kind of Problems You’ll Solve

  • Can LLMs replace traditional query optimizers?
  • How do we build self-healing data pipelines at scale?
  • Can data systems learn from every query and improve automatically?
  • How do we embed reasoning and planning into infrastructure layers?
  • What does a fully autonomous data platform look like?


Background: We Commonly See (But Not Limited To)

Our team often includes engineers from top-tier institutions and strong research or product backgrounds, including:

  • Leading engineering schools in India and globally
  • Engineers with experience in top product companies, AI startups, or research-driven environments
  • That said, we care far more about demonstrated ability, depth, and impact than pedigree alone.


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Shubham Vishwakarma's profile image

Shubham Vishwakarma

Full Stack Developer - Averlon
I had an amazing experience. It was a delight getting interviewed via Cutshort. The entire end to end process was amazing. I would like to mention Reshika, she was just amazing wrt guiding me through the process. Thank you team.
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