Machine Learning Researcher at Ideogram

Montreal, Missouri, United States

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Not SpecifiedCompensation

Expert & Leadership (9+ years)Experience Level

Full TimeJob Type

UnknownVisa

Artificial Intelligence, TechnologyIndustries

Requirements

PhD or Master’s degree in Computer Science or equivalent industry experience
5+ years of experience in AI research, including training, fine-tuning, and experimenting with foundation models beyond black-box use
Track record of first-author publications at top-tier AI conferences (e.g., NeurIPS, ICML, ICLR, CVPR, ECCV, ICCV, ACL, EMNLP)
Strong proficiency in one or more deep learning frameworks (e.g., JAX, PyTorch)
Experience communicating complex research to peers
Solid knowledge of programming languages and experience in developing, debugging, and optimizing beyond ML systems
Nice to have
Experience in low-level machine learning optimization, such as writing CUDA kernel code

Responsibilities

Push the frontier of what’s possible with AI
Build and deploy state-of-the-art machine learning models at scale
Work with a creative and ambitious team of engineers and researchers on highly complex challenges
Collaborate directly with top machine learning experts on generative AI projects

Skills

Key technologies and capabilities for this role

PyTorchJAXfoundation modelsfine-tuningdeep learningCUDAAI researchmachine learning optimization

Questions & Answers

Common questions about this position

What qualifications are required for the Machine Learning Researcher role?

Candidates need a PhD or Master’s degree in Computer Science or equivalent industry experience, 5+ years in AI research including training and fine-tuning foundation models, first-author publications at top-tier AI conferences like NeurIPS and ICML, strong proficiency in deep learning frameworks such as JAX or PyTorch, and experience communicating complex research.

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 an inclusive environment welcoming everyone regardless of gender identity, orientation, or expression.

Is this a remote position, or is there a location requirement?

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 Researcher position?

A strong candidate has a PhD or equivalent, 5+ years in AI research with hands-on experience training foundation models, first-author papers at top conferences, proficiency in JAX or PyTorch, and the ability to communicate research effectively; experience in low-level optimizations like CUDA is a plus.

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.

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