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Percepta · 3 months ago

Research Engineer / Scientist – Modeling

Boston, MA

Full-time

Onsite

Mid, Senior Level

Percepta is dedicated to transforming critical institutions with applied AI, focusing on industries such as healthcare, manufacturing, and energy. As a Research Engineer/Scientist specializing in LLM Modeling, you will advance large-scale language model building and deployment while collaborating with product managers and engineers to create innovative decision systems.

Customer ServiceOutsourcing

H1B Sponsor Likely

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

Glassdoor3.5

Percepta is a global, contact services company that builds customer loyalty.

Founded in 2000

Köln, Nordrhein-Westfalen, DEU

1001-5000 employees

http://www.percepta.com

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)

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Trends of Total Sponsorships

2024 (2)