Full-Time

Machine Learning Engineer

Posted on 11/19/2024

Ideogram

Ideogram

11-50 employees

Generates images from user ideas using AI

Consumer Software
AI & Machine Learning

Entry, Junior

Toronto, ON, Canada

Category
Applied Machine Learning
Deep Learning
AI Research
AI & Machine Learning
Required Skills
Kubernetes
Tensorflow
CUDA
Pytorch
Docker
Requirements
  • 2+ years of experience in developing machine learning models in JAX, PyTorch, or TensorFlow
  • Experience in implementing Machine Learning foundations (e.g., Transformer, VAE, Denoising Diffusion models) from scratch
  • Track record in machine learning innovation and familiarity with Deep Learning and advanced Machine Learning
  • End-to-end understanding of generative media applications and excitement for pushing the state-of-the-art in generative AI
  • Ability to debug machine learning models to iteratively improve model quality and performance
  • Nice to have: Familiarity with kubernetes and docker
  • Optional: Experience in low-level machine learning optimization, e.g., writing CUDA kernel code
Responsibilities
  • build and deploy state of the art machine learning models at scale
  • work with a creative and ambitious team of engineers and researchers
  • work directly with some of the best machine learning experts in the world

Ideogram.ai is an AI platform that transforms user ideas into visually appealing images almost instantly. It uses generative AI technology to make creative expression accessible to a wide audience, including individual creators, artists, and businesses looking to improve their visual content. The platform operates on a freemium model, offering basic services for free while charging for premium features and subscriptions. Ideogram.ai distinguishes itself by providing a fast and user-friendly way to create high-quality images, catering to the growing need for quick and easy creative solutions.

Company Stage

Series A

Total Funding

$93.9M

Headquarters

Toronto, Canada

Founded

2022

Growth & Insights
Headcount

6 month growth

83%

1 year growth

450%

2 year growth

450%
Simplify Jobs

Simplify's Take

What believers are saying

  • The $80 million Series A funding led by Andreessen Horowitz provides significant financial backing for continued innovation and growth.
  • Ideogram's advanced text-to-image model, Ideogram 1.0, offers state-of-the-art photorealism and prompt adherence, making it a leader in the market.
  • The introduction of Ideogram Tile opens new creative possibilities for designers and businesses, enhancing the platform's versatility and appeal.

What critics are saying

  • The competitive landscape in AI image generation is fierce, with strong players like MidJourney, DALL-E 3, and Adobe Firefly posing significant challenges.
  • The model is not open-source, which may limit transparency and trust among potential users and researchers.

What makes Ideogram unique

  • Ideogram's team comprises former Google Brain engineers and experts from top institutions like UC Berkeley and Carnegie Mellon, providing a strong foundation in AI research and development.
  • The company's focus on advanced text-to-image generation, including unique features like Magic Prompt and Ideogram Tile, sets it apart from competitors like MidJourney and DALL-E 3.
  • Ideogram's ability to generate longer text strings with fewer errors and its free tier offering give it a competitive edge in the AI image generation market.

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