Simplify Logo

Full-Time

Software Engineer

Backend

Updated on 9/3/2024

Snorkel AI

Snorkel AI

51-200 employees

Data-centric AI platform for enterprises

Data & Analytics
Hardware
Enterprise Software
AI & Machine Learning

Compensation Overview

$200k - $275kAnnually

Entry, Junior

San Carlos, CA, USA

Category
Backend Engineering
Software Engineering
Required Skills
Python
Digital Ocean
Data Analysis
Requirements
  • Bachelor's degree in Computer Science or related field
  • 2 years experience in delivering distributed and ML systems and services in a production setting for cloud-native applications
  • Experience with distributed compute frameworks and data processing pipelines
  • Ability to design and build efficient scalable data storage, compute, and retrieval systems for AI/ML tasks
  • Strong communication and coding skills with emphasis on designing for scale and robustness
  • Strong development and debugging skills in python
Responsibilities
  • Own the architecture, design, development, and operations of large-scale systems designed for AI/ML tasks including distributed compute systems, data management systems, data engineering workflow systems, and end user experiences
  • Prototype, optimize, and maintain scalable back-end services that will power new ML and foundation model powered development workflows
  • Design extensible and testable interfaces between internal services including the underlying storage and data models
  • Keep CI/CD pipelines healthy and support customers in production via engaged on-call support
  • Be an engaged team player in a customer-focused cross-functional environment where you will feel excited to take on whatever is most impactful for the company and product
  • Work a hybrid schedule with one or two days per week in our Redwood City HQ and work remotely with 'No Meeting' Tuesdays and Thursdays

Snorkel AI provides a data-centric AI platform that enables enterprises to programmatically label, curate, and clean data, fine-tune AI models, and build custom large language models (LLMs) and generative AI applications. The technology leverages weak supervision and programmatic labeling to accelerate AI development 10-100x faster, making AI more accessible and customizable for every enterprise.

Company Stage

Series C

Total Funding

$138.3M

Headquarters

Redwood City, California

Founded

2019

Growth & Insights
Headcount

6 month growth

21%

1 year growth

29%

2 year growth

15%
Simplify Jobs

Simplify's Take

What believers are saying

  • Rapid growth and significant investments, such as from QBE Ventures, indicate strong financial health and promising expansion opportunities.
  • The release of Snorkel Flow 2023.R4 and continuous platform enhancements demonstrate a commitment to innovation and user experience.
  • Hosting events like SnorkelCon fosters community engagement and positions the company as a thought leader in the AI space.

What critics are saying

  • The competitive landscape in AI is intense, with giants like Google and OpenAI potentially overshadowing Snorkel AI's market presence.
  • Dependence on strategic partnerships, such as with Google Cloud, could pose risks if these relationships change or dissolve.

What makes Snorkel AI unique

  • Snorkel AI's focus on enabling enterprises to develop AI models using their proprietary data 10-100x faster sets it apart from competitors who offer more generalized solutions.
  • The company's strategic partnerships with major players like Google Cloud and Together AI enhance its platform's capabilities and market reach.
  • Snorkel AI's recent C-suite appointments bring in leaders with proven track records in scaling companies and achieving successful exits, providing a strong leadership foundation.

Benefits

Health - Snorkelers and their dependents are covered by comprehensive medical, dental, and vision plans.

Environment - We provide an allowance for Snorkelers to set up workstations however they want.

Wellness - Snorkelers are given a yearly wellness stipend to be used on anything relating to health and well-being.