over 1 year ago
Responsibilities
- Design and develop multimodal AI systems integrating text, speech, and vision.
- Conduct research and experiments on advanced compute infrastructure.
- Explore novel approaches in multimodal representation learning, transfer learning, and related areas.
- Collaborate with research and engineering teams on multimodal AI systems.
- Tune and optimize large multimodal models and build evaluations to measure their performance.
- Identify and resolve issues in complex machine-learning codebases.
Requirements
- Exceptional software engineering skills and a proven track record of building robust, scalable systems.
- Strong command of Python and familiarity with JAX, PyTorch, and TensorFlow, including their multimodal capabilities.
- Knowledge of distributed training strategies for large-scale multimodal models.
- Familiarity with autoregressive models and multimodal applications such as image or video captioning and speech-to-text generation.
- Experience tuning and optimizing large multimodal models and building evaluations to measure their performance.
- Ability to work in complex ML codebases, identify issues, and resolve them.
- Publications in top-tier venues demonstrating multimodal AI research expertise are a bonus.
- Experience writing efficient GPU kernels with CUDA is a bonus.
Benefits
- Open and inclusive culture and work environment.
- Collaboration with a team at the cutting edge of AI research.
- Weekly lunch stipend, in-office lunches, and snacks.
- Full health and dental benefits, including a separate mental-health budget.
- 100% parental-leave top-up for up to six months.
- Personal enrichment benefits for arts and culture, fitness and well-being, quality time, and workspace improvement.
- Remote-flexible work, offices in Toronto, New York, San Francisco, London, and Paris, and a co-working stipend.
- Six weeks of vacation, equivalent to 30 working days.
Categories
AI ResearchML Engineering
About Cohere
Cohere is the leading security-first enterprise AI company. We build cutting-edge foundation models and end-to-end AI products designed to solve real-world business problems. We partner closely with companies to deliver seamless integration, full customization, and easy-to-use solutions for their workforce and customers. Our all-in-one platform offers enterprises the highest levels of data security, privacy and optionality to deploy across all major cloud providers, private cloud environments, or on-premises. HQ: 171 John Street, 2nd Floor, Toronto, ON M5T 1X3