Machine Learning Engineer at Ideogram

Montreal, Missouri, United States

Apply Now

Not SpecifiedCompensation

Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

Artificial Intelligence, TechnologyIndustries

Requirements

5+ 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

Responsibilities

Build and deploy state-of-the-art machine learning models at scale

Skills

Key technologies and capabilities for this role

JAXPyTorchTensorFlowTransformerVAEDenoising DiffusionKubernetesDockerCUDA

Questions & Answers

Common questions about this position

What experience is required for the Machine Learning Engineer role?

Candidates need 5+ years of experience developing machine learning models in JAX, PyTorch, or TensorFlow, experience implementing ML foundations like Transformer, VAE, and Denoising Diffusion models from scratch, a track record in ML innovation, end-to-end understanding of generative media applications, and ability to debug models for improved quality and performance.

What is the company culture like at Ideogram?

Ideogram has a single flat team structure that transcends engineering, research, product, and operations roles, with a collaborative culture where everyone is willing to do whatever is necessary for success. They emphasize mentorship, support for employee growth, and a welcoming environment regardless of gender identity, orientation, or expression.

Is this a remote position or does it require office work?

This information is not specified in the job description.

What is the salary or compensation for this role?

This information is not specified in the job description.

Who makes a strong candidate for this Machine Learning Engineer position?

Strong candidates have 5+ years in ML model development with JAX/PyTorch/TensorFlow, hands-on experience implementing foundational models from scratch, proven innovation in deep learning, and passion for advancing generative AI, with nice-to-haves like Kubernetes/Docker familiarity or CUDA optimization.

Ideogram

Generates images from user ideas using AI

About Ideogram

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. This approach allows Ideogram.ai to generate revenue by providing advanced functionalities and enhanced experiences for paying users. What sets Ideogram.ai apart from its competitors is its ability to deliver high-quality images quickly and efficiently, catering to the growing demand for easy and fast creative solutions.

Toronto, CanadaHeadquarters

2022Year Founded

$93.9MTotal Funding

SERIES_ACompany Stage

Consumer Software, AI & Machine LearningIndustries

11-50Employees

Risks

Flux 1.1 Pro's superior speed and quality threaten Ideogram's market position.

Open-source models like Flux offer high-quality alternatives, increasing competition.

Google's Gemini project may surpass Ideogram in creating realistic AI-generated visuals.

Differentiation

Ideogram offers seamless text-to-image conversion, enhancing creative expression for diverse users.

The platform's freemium model attracts a wide audience, from individuals to businesses.

Ideogram 2.0 excels in text rendering, a key challenge in AI image generation.

Upsides

Ideogram's bulk image generation tool streamlines creative processes for users.

The new Ideogram Tile feature expands design possibilities with seamless pattern creation.

Ideogram's $80 million funding boosts its capacity for innovation and market expansion.

Land your dream remote job 3x faster with AI

Try Jobo Free