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castaigroupinc

5 days ago

Senior Applied ML Engineer | Kimchi (Model Router)

Onsite · Austria; France; Germany; Italy; Netherlands; Poland; Spain; United Kingdom Austria; France; Germany; Italy; Netherlands; Poland; Spain; United Kingdom

pythonsqlkubernetespytorch technology

greenhouse

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AI TL;DR

You will manage the routing model for AI requests, ensuring optimal performance and cost efficiency. This role involves hands-on work with data and model evaluation in a collaborative environment.

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  4. What would you measure in the first two weeks?
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Job description

You will manage the routing model for AI requests, ensuring optimal performance and cost efficiency. This role involves hands-on work with data and model evaluation in a collaborative environment.

Details

  • Location: Austria, France, Germany, Italy, Netherlands, Poland, Spain, United Kingdom
  • Salary: Competitive, depending on experience
  • Experience: 5+ years in applied ML or ML research
  • Skills: Python, SQL at scale, PyTorch

The work

  • Own the routing model end to end, including features and training
  • Build evaluations that ensure production-parity benchmarks
  • Transform fleet data into training signals for model improvement
  • Run online loops for model performance monitoring and retraining