Research Engineer / Scientist – Modeling jobs in United States
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Percepta · 3 months ago

Research Engineer / Scientist – Modeling

Percepta is dedicated to transforming critical industries through applied AI, and they are seeking a Research Engineer/Scientist to advance large-scale language model building and deployment. The role involves collaborating with product managers and engineers to innovate decision systems and drive AI transformation in various sectors.

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H1B Sponsor Likelynote

Responsibilities

Identify impactful problems and design research strategies across pre-training, post-training, RL, and specialized model development
Prototype and scale training pipelines for large language models, experiment with model architectures, optimization techniques, and post-training strategies
Contribute to infrastructure for high-performance distributed training
Conduct in-the-wild evaluations at scale that drive millions of dollars in value
Partner with our applied AI engineers to transition successful research ideas into robust features of our Mosaic platform
Communicate research outcomes to both technical and non-technical stakeholders, making sure everyone understands the “so what” of research and how to apply it

Qualification

Large Language ModelsReinforcement LearningMachine Learning FundamentalsHigh-Performance ComputingModel Optimization TechniquesCommunicationProblem IdentificationExtreme Ownership

Required

Have an MS/PhD in Computer Science, ML, a related field, or equivalent experience
Have depth in LLM and ML fundamentals from optimization to large scale training to Reinforcement Learning
Are comfortable implementing and debugging large-scale ML systems
Are motivated by impact in critical industries including healthcare, supply chains, energy, and finance
Have a proven track record of execution
Are an excellent communicator with both technical and non-technical stakeholders
Enjoy extreme ownership
Are passionate about AI's transformative potential

Company

Percepta

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Percepta (a GC Transformation Company) combines applied AI engineering with frontier research to transform enterprises.

H1B Sponsorship

Percepta has a track record of offering H1B sponsorships. Please note that this does not guarantee sponsorship for this specific role. Below presents additional info for your reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2024 (2)

Funding

Current Stage
Early Stage
Company data provided by crunchbase