AI Researcher — AI Architecture Research

Jobgether • Switzerland

Remote

This Job is No Longer Active This position is no longer accepting applications

AI Summary

This role involves researching, designing, and evaluating novel AI model architectures beyond traditional Transformer-based approaches in a research-driven Swiss team. The researcher will prototype innovative architectures, author high-quality research papers, and collaborate with engineering teams to translate breakthroughs into production-ready systems. Candidates must have a strong research background in machine learning with a demonstrated publication record and deep understanding of neural network architectures.

Key Highlights

Research and design novel AI model architectures beyond Transformers

Author and co-author research papers for leading ML conferences and journals

Collaborate with engineering teams to deploy research into production systems

Key Responsibilities

Research, design, and evaluate novel AI model architectures beyond traditional Transformer-based approaches

Investigate new techniques to improve model scalability, computational efficiency, training stability, and inference performance

Prototype innovative architectures and validate their effectiveness through rigorous experimentation, benchmarking, and ablation studies

Author and co-author high-quality research papers for leading machine learning conferences, journals, and preprint platforms

Collaborate closely with engineering teams to translate research breakthroughs into production-ready training and inference systems

Monitor emerging advancements in artificial intelligence research and identify promising directions for future innovation

Contribute to defining the long-term research roadmap and influence the evolution of next-generation AI models

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Technical Skills Required

Machine Learning PyTorch JAX

Benefits & Perks

Fully remote position offering flexibility and autonomy

Competitive compensation package with meaningful equity participation

Strong support for publishing impactful research in leading conferences and journals

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Nice to Have

Experience with non-Transformer architectures, long-context models, state-space models, hybrid architectures, or memory-efficient AI systems

Familiarity with efficient training techniques, inference optimization, open-source research contributions, or production AI systems

Job Description

Join a research-driven team dedicated to advancing the next generation of artificial intelligence through innovative model architecture design. In this role, you'll explore novel approaches to machine learning, bridging cutting-edge theoretical research with practical deployment in production environments. You'll collaborate with experienced researchers and engineers to develop, evaluate, and optimize new AI architectures that push the boundaries of performance, scalability, and efficiency. This is an exciting opportunity for researchers who are passionate about publishing impactful work while seeing their ideas translated into real-world AI systems. If you thrive in a highly technical, fast-paced environment and enjoy tackling fundamental AI challenges, this role offers exceptional scope for innovation and professional growth.

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