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Posted 14 days ago

Open

Head of Research

San FranciscoOn-siteFull-time

AI Summary

Leads a research team of 5-20 ML researchers at Omnifold, building frontier forecasting and optimization models for supply chain use cases. Manages first- or second-line research staff and scales the team.

About this role

Head of Research

Omnifold trains frontier models for forecasting and optimization. Our research team is professors and PhDs from OpenAI, Adept, Google, Stanford, and MIT. We build systems to outperform the state of the art algorithms in prediction, optimization, and control, with a focus on supply chain use cases. We are looking for a leader with the following background:

Must have

  • Background in ML foundations (i.e. PhD in CS theory, statistics, econometrics, operations research / systems engineering, math, or theoretical physics)

  • Hands on experience training and deploying production ML models

  • First-line or second line management experience minimum (remit is to scale a team from 5-20 researchers)

Nice to have

  • Experience with LLM infrastructure - inference, fine-tuning, RL etc.

  • Success in environments with quantitive models (quant research fund, ranking, ads)

  • Startup experience

Location:

  • San Francisco (in-person, 5 days per week)

Omnifold’s Mission

Every bad forecast has a physical consequence. Unnecessary goods are manufactured, shipped, and stored. Emergency air freight is needed for misallocated products. Poor production planning means workers show up with nothing to do, or work frantic overtime. Inefficiency is everywhere.

Our mission is to eliminate waste and accelerate growth for every company with physical products.

Skills

CS TheoryEconometricsLLM Fine-tuningLLM InferenceML FoundationsOperations ResearchProduction ML ModelsQuantitative ModelsRLStatistics

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