Learning and development manager Empleos en Berkeley ca
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Learning and development manager • berkeley ca
Machine Learning Engineer, Applied Research and Model Development
LightfieldSan Francisco, California, United States
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LightfieldSan Francisco, California, United States- A tiempo completo
About Lightfield
Lightfield is a new kind of CRM.
It's a collaborative system for founders to find, understand, and serve customers faster than anything before it.
It captures every customer interaction, generates and performs followup actions, and answers questions about your go-to-market using knowledge obtained in real time.
Our system is tuned and customized by a team of experienced sellers, engineers, and researchers. Many of us worked on large-scale products including Llama, Messenger, Instagram, Pinterest, and Linkedin before this.
Lightfield.app
About the role
Lightfield's AI / ML team builds the experiences at the core of our product, developing new applications to wow our customers.
Today, the team is focused on building a powerful, domain-specific AI that outperforms generic LLMs
We’re inspired by the challenge of creating innovative new AI products for people doing serious work, and we’re looking to grow our AI / ML team to meet that challenge.
What you'll do
Create and ship magical, highly-differentiated AI experiences that sales teams can’t live without
Craft Lightfield AI / ML strategy in tight collaboration with founders and execs
Pioneer the training of new models that leverage both historical data and synthetic training data
Prototype innovative, LLM-powered experiences, and drive their development into robust product features
Help build a world class AI / ML engineering team by recruiting and mentoring teammates
Who you are
You have 5+ years of industry experience in NLP, with a strong portfolio of model training
You have a strong understanding of deep learning AI / ML frameworks or cloud services
You have hands-on ML Ops experience
You possess deep expertise in NLP and model training, specifically with LLMs
Proven experience adapting open-source generative models for specific use cases, demonstrating a deep understanding of its architecture and capabilities
Bonus Points
Proven track record of leading successful AI / ML research projects in a product environment
Publications in applied AI / ML scientific journals
Experience navigating open source / vendor solutions in LLM ops space (Langchain, Llama, Pinecone, etc)