Applied ML Engineer

Nexusflow.aiPalo Alto, CA
1d

About The Position

About Nexusflow.ai Modern enterprise copilots & agents call for last-mile quality, enterprise-grade robustness and scalable operation costs, beyond simplified programming interfaces for generative AI. Nexusflow tackles this challenge, enabling enterprises to own their workflow copilots & agents stacked on top of powerful yet cost-effective, compact LLMs. We train large language models and build last-mile quality dev tooling for copilots & agents on your enterprise workflows. Our team has built the open-source LLM, NexusRaven-V2 , rivaling GPT-4 in function calling with a 100X smaller model size. Our team members are also behind the scenes of Starling , the #1 ranked compact 7B chat model based on human evaluation in Chatbot Arena . Position: Applied ML Engineers Nexusflow is currently adding A pplied ML Engineers to our team. Our Applied ML Engineers power our LLMs as well as Nexusflow’s methodologies for last-mile quality tooling for copilots and agents. They build the base layer of Nexusflow’s stack, contributing to tooling product and customer solutions.

Requirements

  • Research or industrial engineering experience in at least one of the following aspects in the context of large language model or multi-modality models:
  • Data curation
  • Pre training
  • Instruction tuning
  • Copilots & agents building
  • Capability study and benchmarking
  • Excitement to contribute to both applied research and software engineering on productionizing the applied research outcome

Nice To Haves

  • Working experience in fast-pace teams
  • In-depth experience in using or contributing to modern compute frameworks for LLMs (e.g. Deepspeed, Huggingface TGI)
  • Experience in turning applied research results into product components

Responsibilities

  • Develop LLMs targeted at powering copilots and agents built for enterprise workflows
  • Develop toolings to attain last-mile quality and robustness for copilot & agents applications (especially under low volume of manually curated data)
  • Building copilot & agent application solutions for high value customer verticals
  • Wear many hats and collaborate with the whole team for product development, deployment and customer success
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