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Full-Time

Staff Machine Learning Engineer

Trust & Safety

Confirmed live in the last 24 hours

Patreon

Patreon

501-1,000 employees

Membership platform for creators and fans

Consumer Software
Entertainment

Senior, Expert

San Francisco, CA, USA + 1 more

Category
Applied Machine Learning
Natural Language Processing (NLP)
AI & Machine Learning
Required Skills
Python
Data Analysis
Requirements
  • You have experience creating end-to-end ML solutions for the Trust & Safety space: analyzing data, building and iterating on machine learning models, writing production-level code and shipping to production, monitoring performance, and A/B testing.
  • You write clean and robust code in Python or other programming languages and have a keen eye for detail in code reviews.
  • You have experience debugging complex systems with a systematic approach.
  • You have a curious mindset and dive deeply into datasets to understand our product and customers.
  • You have solid communication skills and write clear documentation.
  • You have a growth mindset and aspire to continuously improve your soft and technical skills.
  • You are energized about building the first version of systems and are passionate about keeping creators and users safe with new machine learning solutions.
Responsibilities
  • Work on cutting edge Trust & Safety Machine Learning solutions for detecting fraud, mitigating fake accounts and account takeovers, detecting image and text policy violations, reducing data scraping, and others.
  • Conduct exploratory data analyses and proof-of-concept machine learning models to understand opportunities and potential project impact.
  • Collaborate with cross-functional partners, such as product, engineering, design, legal, and trust and safety to design effective machine learning solutions.
  • Analyze and prepare training data, including using crowdsourcing and Large Language Model data labeling techniques.
  • Train and iterate on machine learning models using novel techniques, including state-of-the-art image models, and Large Language Models for text classification.
  • Deploy machine learning models to production and write backend code when necessary to properly deploy the model.
  • Debug models when observability shows performance gaps, and iterate on models.

Patreon is a membership platform that helps artists and creators earn a sustainable income by connecting them directly with their fans. Creators can set up different membership tiers offering exclusive content in exchange for a monthly subscription fee, providing them with a reliable income stream. Unlike traditional revenue sources, Patreon takes a percentage of creators' earnings, aligning its success with that of its users. The goal is to give independent creators financial stability and a closer connection to their audience.

Company Stage

M&A

Total Funding

$422.7M

Headquarters

San Francisco, California

Founded

2013

Growth & Insights
Headcount

6 month growth

7%

1 year growth

10%

2 year growth

16%
Simplify Jobs

Simplify's Take

What believers are saying

  • Patreon's integration with platforms like AltStore PAL and partnerships with entities like SongPad expand monetization opportunities for creators.
  • The platform's ability to support diverse creative fields, from sim racing mods to tarot reading, showcases its versatility and broad appeal.
  • Recent hires, such as Twitch's global comms head, indicate a strategic focus on enhancing communication and creator support.

What critics are saying

  • Allegations of violating federal privacy laws could damage Patreon's reputation and lead to legal challenges.
  • The recent layoffs and office closures may indicate financial instability or strategic missteps, potentially affecting employee morale and operational efficiency.

What makes Patreon unique

  • Patreon offers a unique membership model that provides creators with a stable and recurring income stream, unlike traditional ad-based revenue models.
  • The platform's fee structure aligns its success with that of its users, ensuring mutual growth and profitability.
  • Patreon provides a direct line of support from fans to creators, fostering a closer and more engaged community.

Benefits

Competitive Pay & Equity - Our company was built on the idea of value for value. To get the best on board, we provide competitive base salaries, stock options, and a 401k program.

The Bells and Whistles - As they say, it’s the little things: commuter stipend, computer gear, standing desks, a learning stipend for your professional development and a monthly patronage stipend.

Health Coverage - We offer incredible healthcare options for you and your loved ones (including dental, vision and mental health), as well as snacks and a daily catered lunch.

Balance & Wellness - We offer a gym stipend (or Fitness SF membership), as well as unlimited vacation and sick leave.