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Machine Learning Engineer

$180k - $250k/yr

San Francisco, CA, USA

Full-Time

Machine Learning Engineer

Confirmed live in the last 24 hours

Fermat

Fermat

51-200 employees

Commerce infrastructure for creators and publishers

Compensation Overview

$180k - $250k/yr

+ Equity Package

Mid, Senior

Company Does Not Provide H1B Sponsorship

San Francisco, CA, USA

Category
Applied Machine Learning
Deep Learning
Natural Language Processing (NLP)
AI & Machine Learning
Required Skills
LLM
Python
JavaScript
Data Science
Data Structures & Algorithms
Machine Learning
Data Analysis
Connection
Connection
Connection
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Requirements
  • 3+ years of experience in traditional machine learning, with exposure to modeling using LLMs
  • 4+ years of professional experience in software engineering
  • Strong proficiency in Python and Javascript, along with other programming languages commonly used in machine learning
  • Expertise in data structures, data modeling, and data visualization, with strong data handling skills
  • Solid background in statistical analysis and data analysis for model training and evaluation
  • Excellent communication skills for collaborating with stakeholders and translating technical concepts
  • Experience in big data processing and feature engineering
  • Previous experience in a fast-paced startup environment
  • Self-motivated with a strong sense of urgency
  • Exceptional problem-solving skills and an aptitude for exploring novel model architectures
  • Bachelor’s or master’s degree in computer science, data science, or a related field
Responsibilities
  • Shape FERMÀT's long-term ML/AI strategy and align with the core product roadmap
  • Design, develop, and maintain end-to-end MLOps pipelines, from data ingestion to model deployment and monitoring
  • Provide technical guidance and feedback on ML projects across the organization
  • Experiment with innovative machine learning architectures, incorporating LLMs into traditional ML systems
  • Collaborate closely with Data, Product, and Engineering teams to deploy models into production environments
  • Evaluate and optimize model performance, scalability, and effectiveness, implementing necessary updates

Fermat Commerce provides a commerce infrastructure designed for individual and enterprise creators, enabling them to sell directly to their customers on the open web. The platform allows clients to quickly onboard creators, enhancing the sales process and improving customer engagement. By using Fermat Commerce, clients benefit from features like dynamic product updates, accurate conversion attribution, and a streamlined purchase funnel, which help increase conversion rates. Unlike many competitors, Fermat focuses on giving creators control over their products, images, and pricing, fostering direct relationships with their audience. The company's goal is to create a seamless and efficient sales experience for creators, ultimately driving higher sales conversions and better attribution.

Company Size

51-200

Company Stage

Series A

Total Funding

$29M

Headquarters

San Francisco, California

Founded

2021

Simplify Jobs

Simplify's Take

What believers are saying

  • Fermat raised $17M in Series A funding to fuel growth and innovation.
  • Partnership with Tinuiti enhances ad-to-landing page experiences, boosting customer engagement.
  • AI-driven personalization offers tailored shopping experiences, increasing conversion rates.

What critics are saying

  • Social media platforms' shoppable integrations may reduce need for third-party infrastructures like Fermat.
  • Consumer skepticism towards social commerce could impact Fermat's growth in this space.
  • Shift towards integrated social commerce experiences may challenge traditional ad-based shopping models.

What makes Fermat unique

  • Fermat offers a robust commerce infrastructure tailored for creators and enterprise clients.
  • The platform provides dynamic product updates and precise conversion attribution.
  • Fermat enables creators to control products, images, and rates, enhancing direct sales.

Help us improve and share your feedback! Did you find this helpful?

Benefits

Health Insurance

401(k) Retirement Plan

401(k) Company Match

Paid Parental Leave

Unlimited Paid Time Off

Home Office Stipend

Wellness Program

Equity Package

Growth & Insights and Company News

Headcount

6 month growth

34%

1 year growth

36%

2 year growth

36%
Tinuiti
Mar 11th, 2025
Tinuiti Partners with FERMÀT to Streamline Ad-to-Landing Page Experience, Driving Better Performance and Full-Funnel Customer Engagement

NEW YORK, NY - March 11, 2025 - Tinuiti, the largest independent full-funnel marketing agency across the media that matters most, has officially announced its partnership with FERMÀT.

PYMNTS
Mar 28th, 2024
Social Commerce Holdouts Skeptical Of Cross-Pollination

Many consumers are put off by social commerce, not wanting to have their social connection interrupted by product promotion. By the Numbers. For the report “Tracking the Digital Payments Takeover: Monetizing Social Media,” PYMNTS Intelligence surveyed nearly 3,000 U.S. consumers to understand the factors driving them to shop — or not to shop — on social media, among other matters.The study found that 57% of consumers did not look for or purchase goods and services on social media in the 30 days before being surveyed. Among the most common reasons they did not browse or make purchases via social media platforms is that they simply prefer not to mix social media with shopping

PYMNTS
Mar 22nd, 2024
Social Apps Race To Capture Commerce Opportunity With Shoppable Integrations

As contextual commerce transforms online shopping, social media platforms are seizing the opportunity to integrate purchasing into their platforms. These apps and websites, once just avenues for sharing updates and connecting with friends, have become robust eCommerce ecosystems. From Facebook and Instagram to TikTok and Pinterest, these platforms have been integrating shopping functionalities, blurring the lines between social networking and online shopping. Instagram, for instance, has been expanding its creator marketplace around the world, while Pinterest has been extending its reach into new types of shoppable content. In the fall, YouTube unveiled features that simplify the marketing and sale of products within videos meant to provide creators with additional opportunities to monetize their content

Finsmes
Mar 13th, 2024
Fermat Raises $17M in Series A Funding

Fermat raises $17M in Series A funding.

Business Wire
Mar 13th, 2024
Fermat Raises $17M Series A To Grow Its Ml-Powered Social Commerce Shopping Experience

SAN FRANCISCO--(BUSINESS WIRE)--Today, FERMAT, the startup that allows every retailer to create a unique shopping experience for each customer journey, announced it has raised $17 million in new financing. This will allow it to continue fueling growth for its customers, including admired social commerce brands like True Classic, Jack Archer, mindbodygreen, U Beauty, and Nood, as well as many forward-thinking advertising agencies. Bain Capital Ventures (BCV) led the funding round, with participation from existing investors Greylock, QED Investors and Courtside Ventures, bringing FERMAT’s total funding raised to over $30 million. FERMAT provides a seamless end-to-end shopping experience for consumers and greater advertising performance for commerce brands. When shoppers engage with a brand on social, email, or SMS, FERMAT uses AI and machine learning to provide a unique and personalized journey from ad to shop to sale. Throughout the process, FERMAT carries relevant information about the customer, such as products they like, discounts they’ve seen, and influencers they’ve engaged with