Back-End Engineer

Snorkel AI

Palo Alto, CA, US
  • Job Type: Full-Time
  • Function: Engineering Software
  • Post Date: 05/06/2021
  • Website: snorkel.ai
  • Company Address:

About Snorkel AI

Snorkel AI started as a research project in the Stanford AI Lab in 2016, where we set out to explore a higher-level interface to machine learning through programmatically labeled and managed training data. From deploying early versions of Snorkel Flow's core technology with some of the world’s leading organizations, to empowering scientists, doctors, and journalists, we’ve seen firsthand how this approach democratizes and accelerates AI. Now, we’re working to bring our technology to everyone.

Job Description

At Snorkel AI, we’re redefining how people and organizations build AI applications. Snorkel started as a research project in the Stanford AI Lab in 2016, creating a higher-level interface to machine learning through programmatically labeled and managed training data. From deploying in some of the world’s largest and most sophisticated tech organizations, to empowering scientists, doctors, and journalists — we’ve seen firsthand how this approach democratizes and accelerates AI. Now, we’re building Snorkel Flow to bring our technology to everyone!
 
Building Snorkel Flow requires outstanding engineers and technologies across the stack, including scalable data pipelines, elegant and intuitive interfaces (both visual and programmatic), state-of-the-art ML modeling techniques, and best practices for seamless deployment. Modern AI approaches require large labeled training datasets to learn from. While traditional approaches typically rely on armies of human annotators to label by hand, Snorkel Flow empowers users to programmatically label and build training data sets to drive a radically faster, more flexible, and higher quality end-to-end AI development process. Snorkel Flow is an end-to-end development platform, complete with a GUI and powerful programmatic interfaces for driving the development process for full AI application workflows: from preprocessing, to programmatic training data creation, to ML model training, to analysis, and deployment. It's the data-first platform for enterprise AI.
 
Excited to help us redefine how AI applications are built? Apply to be the newest Snorkeler!
 
As a Back-End Engineer, you’ll build the high-performance data processing and state-of-the-art ML services that power Snorkel Flow’s development interfaces and execution APIs.

Main Responsibilities

    • Prototype, optimize, and maintain scalable back-end services to power new ML development workflows in Snorkel Flow
    • Work with customers to understand their product use case, desired capabilities, and scale requirements
    • Design elegant interfaces between Snorkel Flow’s internal services, and between Snorkel Flow and developer users

Preferred Qualifications

    • 3+ years of professional software engineering experience with high performance back-end systems
    • Experience developing enterprise software products for machine learning and data science applications
    • Experience building and maintaining large scale, distributed data pipelines for machine learning systems
    • Expertise designing REST or GraphQL APIs for internal services and developers
    • Ability to work in a fast-paced environment and strong technical communication skills
If you applied to a position at Snorkel AI over 9 months ago, feel free to re-apply and let us know what you’ve been up to!
 
Be Your Best At Snorkel
At Snorkel AI, we actively work to create an environment that values end-to-end ownership, diverse forms of impact, and opportunities for personal growth. Snorkelers are supported by an amazing team and an amazing set of benefits. We offer comprehensive medical, dental, and vision plans for Snorkelers and their families, plus a yearly wellness stipend. Our 401k program lets Snorkelers plan for their future with a 100% match up to 5% of annual salary. Learn more about these benefits and more — like our workstation setup allowance — on our Careers page.
 
Snorkel AI is proud to be an Equal Employment Opportunity employer and is committed to building a team that represents a variety of backgrounds, perspectives, and skills. Snorkel AI embraces diversity and provides equal employment opportunities to all employees and applicants for employment. Snorkel AI prohibits discrimination and harassment of any type on the basis of race, color, religion, age, sex, national origin, disability status, genetics, protected veteran status, sexual orientation, gender identity or expression, or any other characteristic protected by federal, state, or local law. All employment is decided on the basis of qualifications, performance, merit, and business need.
 
We will ensure that individuals with disabilities are provided reasonable accommodation to participate in the job application or interview process, to perform essential job functions, and to receive other benefits and privileges of employment. Please contact us to request accommodation.

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Disclaimer: Local Candidates Only
This company does NOT accept candidates from outside recruiting firms. Agency contacts are not welcome.