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Machine Learning Data Engineer

Nagish

Nagish

Software Engineering, Data Science
Tel Aviv-Yafo, Israel
Posted on Dec 7, 2025

Description

As a Machine Learning Data Engineer at Nagish, you will build and maintain the data systems that power our video-based ML research. You’ll handle everything from acquiring and cleaning datasets to managing cloud pipelines and ensuring smooth, reproducible workflows for our researchers.

On a day to day, you will:

  • Source, scrape, ingest, clean, and catalog datasets
  • Maintain data pipelines for pose estimation, segmentation, video masking, quantization, metadata, standardization etc.
  • Manage cloud infrastructure including storage, servers, GPU clusters, and backups
  • Interface with ML researchers to ensure data pipeline reproducibility
  • Handle ingestion from new data recording systems

Requirements

  • 3+ years experience in Python and data infrastructure
  • Hands-on experience working with video data (advantage)
  • Proven experience managing cloud-based data pipelines and data ingestion workflows
  • Experience with SQL databases and cloud buckets
  • A PhD in related field (advantage)
  • Independent research capabilities and strong scripting skills

Benefits:

😁 Work on a fulfilling life-changing product (Literally)

🗝️ Join as a key player at an early stage, and receive generous options

🏖 Unlimited time off and sick days

👯‍♂️ Annual company get-together

🐶 Bring your pet to work

About Us:

Nagish makes communication accessible for people who are Deaf or hard of hearing.

Our team is passionate about making the world more accessible using our state-of-the-art tech - made for consumers and enterprises.

We are backed by some of the best investors out there: Comcast, Techstars, Vertex, Precursor, Contour, Cardumen, and more.