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Founding Applied AI Engineer
Founding Applied AI Engineer
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Founding Applied AI Engineer

Ari Winkleman's profile picture
Posted by Ari Winkleman
1 - 4 yrs
₹23L - ₹33L / yr (ESOP available)
Bengaluru (Bangalore)
Skills
skill iconPython
Large Language Models (LLM)
SQL
TypeScript
skill iconPostgreSQL
skill iconMachine Learning (ML)
Data engineering
ETL

About Ritually

Ritually is building the definitive process discovery platform for back office work. Our product fuses underutilized system telemetry with computer vision to help large enterprise and scaling mid-market companies deeply understand and reimagine their highest value and most repetitive processes for a world where humans and agents work together. We're based in New York and Denver.


We believe deeply in trust (of our customers and each other), craft, customer obsession, and speed.


You'll be joining an AI-native, fast-moving, and repeat founding team. Ritually's founders previously built and exited a startup (Involvio) to Cisco. The company is funded and working with design partners.


The Role

This is a founding applied-AI role. You'll be building our core data pipeline and intelligence layer with the founding team from 0-1 You'll be tackling our largest technical challenges across technologies.


What You'll Do

  • Design and build data pipelines that capture and turn high volumes of system activity into structured, queryable data.
  • Turn raw activity streams into processes: sessionize event logs, cluster recurring sequences, and use LLMs to label and summarize what's happening.
  • Build the evaluation backbone from scratch: stand up synthetic data generation pipelines that produce labeled scenarios to measure accuracy and catch regressions.
  • Own data quality and privacy.
  • Partner closely with the founders and the rest of engineering to ship features end to end.


What We're Looking For

  • 1-4 years of experience in data engineering, AI/ML engineering, or backend work with a data focus (some of this can be project or research experience).
  • Strong in Python and/or TypeScript, comfortable in SQL, and able to build data pipelines you can trust.
  • Hands-on experience working with LLMs structured output, prompting, and wrangling non-determinism while keeping behavior reliable.
  • A practical sense for evaluation: you know that "it looks right" isn't the same as "it's measurably right."
  • Care about data privacy and handling sensitive information responsibly.
  • Comfort with ambiguity and a real appetite to own a hard, open-ended problem.


Nice to Have

  • Background in process mining, sequence / event-log analysis, or workflow analytics.
  • Deeper PostgreSQL: window functions, partitioning, pg_cron, query performance.
  • Embeddings and vector search (pgvector) or semantic retrieval.
  • Familiarity with cloud infrastructure.
  • Any prior early-stage startup experience.
  • Degree in computer science or a related field.
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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 Ritually

Founded :
2025
Type :
Product
Size :
0-20
Stage :
Raised funding

About

Ritually helps enterprises identify and automate their back-office rituals. We build the process intelligence layer that shows large organizations how their highest-value, most repetitive work actually gets done and turns that work into automation, for a world where humans and agents work together.


Our founders, Ari Winkleman and Rachel Bush, previously built and exited a startup (Involvio) to Cisco. The company is funded and working with design partners.


You'll join an AI-native, repeat founding team at the earliest stage, with equity and real scope. You'll work directly with the founders, own meaningful work from 0-1 and have a real path to grow with the company.


We care deeply about trust, craft, customer obsession, and speed and that's what we look for in the people who join us!

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Tech stack

skill iconPython
TypeScript
skill iconPostgreSQL
Electron
skill iconSwift
skill iconReact.js
skill iconNodeJS (Node.js)
Supabase
Vercel
Google Cloud Platform (GCP)

Company social profiles

N/A

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