- Be part of the team that pushes the boundaries of AI and creates the world's first AI lawyer. Partner with like-minded engineers from other companies to solve common problems (ex. RAG, fine-tuning approaches etc.)
- Extract insights from large scale unstructured documents, while maintaining security and privacy for highly sensitive client data
- Redefine human-computer interaction as we seek to build an AI agent
- Help build our engineering team
- Lead the development of top-tier retrieval models that are optimized for the retrieval-augmented generation (RAG) process, ensuring the delivery of highly relevant source material for generative models
- Undertake rigorous experimentation and analysis to benchmark retrieval models against industry standards, focusing on both precision and adaptability for generative tasks
- Collaborate with product teams to ensure seamless integration and alignment of retrieval and generative components
- Drive innovation by staying abreast of emerging trends and methodologies in LLMs and retrieval systems
- Create pipelines to process and analyze documents on a large scale to provide insights for customers
- 2+ years of hands-on experience with hands on machine learning projects, a focus in Natural Language Processing is a plus
- Familiarity with transformer models and sequence-to-sequence learning
- Basic familiarity with RAG applications
- Strong analytical skills, with a proven track record of tackling complex problems involving large-scale, multimodal data
- Experience with machine learning lifecycle management, from model development to production deployment
- Previous experience in a startup environment or as a founding ML Engineer is preferred
- Competitive salary
- Significant equity as a founding employee
- 100% coverage for medical, dental, and vision plans for both employees and their families
- Unlimited paid time off
- Flexible working hours and the ability to work 100% remotely
- Company computer and custom setup as needed
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Machine Learning Engineer - San Diego, CA, United States - Amicus Therapeutics
Description
About Amicus
Amicus is an AI startup dedicated to revolutionizing the professional services industry. Our mission is to automate mundane and repetitive tasks in legal firms, consulting firms, and similar sectors, freeing up professionals to focus on higher-value activities. Our innovative approach leverages the latest in AI technology to create solutions that are fundamentally transformative. Do you thrive in a high velocity, collaborative environment, fueled by curiosity and a never-ending desire to break status-quo? If so, let's chat. About The Role As an early member of our engineering team, you will play a pivotal role in shaping the direction of our product and technology. We are seeking exceptional candidates who are driven by challenges, thrive on hard work, and have a deep technical expertise that can contribute to the high-velocity growth of our startup. This role is perfect for someone who is gritty, self-directed, and passionate about creating impactful technological solutions in a fast-paced environment. We are in search of a visionary AI/ ML Engineer to spearhead the enhancement of our legal reasoning models. This role will focus on tailoring our retrieval systems to effectively select pertinent documents that serve as the knowledge foundation for subsequent generative tasks. Exciting challenges: