Research Engineer

November 3

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Logo of Snorkel AI

Snorkel AI

enterprise ai • weak supervision • programmatic labeling • artificial intelligence • machine learning

51 - 200

💰 $85M Series C on 2021-08

Description

• We’re on a mission to democratize AI by building the definitive AI data development platform • Innovate and translate cutting-edge research into user experiences • Establish and empirically demonstrate state-of-the-art approaches for data-centric model iteration and analysis • Prototype end-to-end workflows with novel techniques and algorithms • Work closely with design partners to validate work on real-world use cases • Contribute to novel research on topics of interest to Snorkel AI

Requirements

• PhD and 1+ years of experience in applied machine learning on computer vision or natural language processing tasks • MS and 3+ years of work experience with focus on delivering products • Strong coding and problem solving skills • Experience as a researcher/developer of ML taking projects from conception to production • Strong ML experience in building datasets and models • Work that focused on multimodal data and using active learning, semi-supervised, self-supervised, etc. • Work with larger models (e.g. 1B+ parameters) • Experience with database tools such as PostgreSQL, SQL, MySQL • Experience with front-end prototyping tools like streamlit and dash • Experience with cloud ML platforms, including Vertex AI, Azure AI, and SageMaker • Publications in top-tier conferences like ICML, ICLR, AAAI, NeurIPS, CVPR, etc.

Benefits

• Comprehensive medical, dental, and vision plans for Snorkelers and their families • Yearly wellness stipend • 401k program to plan for the future • Parental leave program with up to 20 weeks of paid time off • Workstation setup allowance

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