Full-Time

ML Engineer

AI Platform

Posted on 11/21/2024

Figma

Figma

1,001-5,000 employees

Web-based platform for collaborative design

Consumer Software
Design

Compensation Overview

$149k - $350kAnnually

+ Equity

Mid, Senior

San Francisco, CA, USA + 1 more

More locations: New York, NY, USA

Requires in-office presence in San Francisco or New York.

Category
Applied Machine Learning
AI Research
AI & Machine Learning
Required Skills
Python
C/C++
Requirements
  • Expertise building infrastructure for AI/ML model development in industry.
  • Experience in software development in Python. Experience in languages like C/C++ is nice to have but not required.
  • Expertise working closely with AI researchers on applied AI projects to build high quality models in a fast paced environment.
  • Expertise improving datasets and evaluation metrics for applied ML projects.
  • Experience solving sophisticated problems and comparing alternative solutions, trade-offs, and diverse points of view to determine a path forward.
  • Experience communicating and working across functions to drive solutions.
Responsibilities
  • Build data pipelines to collect high quality training and evaluation data for developing AI models.
  • Build annotation pipelines to collect ground truth using humans and AI models in the loop.
  • Collaborate closely with AI product engineers to define requirements for AI features.
  • Collaborate closely with AI researchers to identify failure cases, improve data sets, evaluation metrics and hill climb quality of AI models.
  • Work closely with AI infra engineers to build the right infrastructure for AI model development and inference.
  • Explore the boundaries of what is possible with the current technology set and experiment with novel ideas.

Figma provides a web-based platform designed for collaborative interface design, allowing multiple users to work on the same project in real-time from different locations. This platform is particularly useful for UI (User Interface) and UX (User Experience) designers, as well as graphic designers, facilitating tasks such as prototyping, wireframing, and brainstorming. Figma serves a diverse clientele, ranging from freelance designers to large corporations, and is especially favored by tech companies and creative agencies. The company operates on a subscription-based model, offering a freemium option with basic features for free and advanced functionalities available through tiered paid plans. Additionally, Figma provides enterprise solutions that include enhanced security and dedicated support for larger organizations. By continuously adding new features and integrating with other design tools, Figma aims to enhance user experience and maintain customer loyalty.

Company Stage

N/A

Total Funding

$728.6M

Headquarters

San Francisco, California

Founded

2012

Growth & Insights
Headcount

6 month growth

-65%

1 year growth

-50%

2 year growth

79%
Simplify Jobs

Simplify's Take

What believers are saying

  • Figma's valuation at $12.5 billion and significant funding from top investors indicate strong financial health and growth potential.
  • The launch of AI-driven tools like Figma AI positions the company as a leader in innovative design technology.
  • Strategic investments in companies like LottieFiles demonstrate Figma's commitment to expanding its ecosystem and influence in the design industry.

What critics are saying

  • The competitive landscape, especially with giants like Adobe, poses a constant threat to Figma's market share.
  • Regulatory issues, as seen with the called-off Adobe acquisition, could impact future strategic moves and partnerships.

What makes Figma unique

  • Figma's web-based platform enables real-time collaboration, setting it apart from traditional design tools that lack seamless multi-user functionality.
  • The introduction of AI-powered features like Figma AI enhances productivity and creativity, giving it a competitive edge over other design tools.
  • Figma's freemium and tiered subscription model caters to a wide range of users, from freelancers to large enterprises, ensuring broad market appeal.

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Benefits

Competitive salary & equity

Retirement with company contribution

Mental health and wellness benefits

Company recharge days

Work from home stipend

Health, Dental, & Vision

Parental leave & fertility support

Generous PTO

Learning & development stipend

Cell phone reimbursement