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Company

Snorkel AI · 5 days ago

Research Engineer - Computer Vision

Remote / Redwood City, CA

Full-time

Remote

Mid Level

3+ years exp

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Artificial Intelligence (AI)Data Collection and Labeling

Growth Opportunities

H1B Sponsor Likely

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Responsibilities

Establish and empirically demonstrate the state-of-the-art approaches for data-centric model iteration and analysis

Prototype end-to-end workflows with novel techniques and algorithms, synthesize results, and help to transfer learnings into Snorkel products

Work closely with design partners to validate your work on real-world use cases with measurable impact

Contribute to novel research on topics of interest to Snorkel AI by collaborating with other Snorkel Research scientists and affiliate scientists (academic, government, and industry researchers)

Qualification

Find out how your skills align with this job's requirements. If anything seems off, you can easily click on the tags to select or unselect skills to reflect your actual expertise.

Applied Machine LearningComputer VisionNatural Language ProcessingMultimodal DataDatabase ManagementCloud ML PlatformsFront-end PrototypingResearch ExperiencePublications in Conferences

Required

PhD and 1+ years of experience in applied machine learning (ML) on computer vision (CV) or natural language processing (NLP) tasks.

MS and 3+ years of work experience with focus on delivering products (including internships and co-ops)

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 (a combination of image, text, video, audio, pointcloud, MRI, etc.) data and using active learning, semi-supervised, self-supervised, weakly supervised, etc.

Work with larger models (e.g. 1B+ parameters)

Experience with database (PostgreSQL, SQL, MySQL, etc.)

Experience with front-end prototyping tools such as streamlit and dash

Experience with cloud ML platforms such as Vertex AI, Azure AI, and SageMaker

Preferred

Publications in top-tier conferences (such as ICML, ICLR, AAAI, NeurIPS, CVPR, ICCV, ICRA, ECCV, ACCV, EMNLP, CoRL, etc.) are highly desirable.

Benefits

Comprehensive medical, dental, and vision plans for Snorkelers and their families

Yearly wellness stipend

401k program

Parental leave program lets new parents take up to 20 weeks of paid time off

Workstation setup allowance

Company

Snorkel AI

Snorkel AI is an AI platform that accelerates data labeling by using machine learning for faster model training.

Founded in 2019

Redwood City, California, USA

51-200 employees

https://www.snorkel.ai/

H1B Sponsorship

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Distribution of Different Job Fields Receiving Sponsorship

Represents job field similar to this job

Trends of Total Sponsorships

2023 (5)

2022 (3)

2021 (12)