This position is listed on behalf of a partner company, who manages all applications and next steps.
Local
São Paulo - SP
Remoto
Responsabilidades
- Research and develop novel neural network architectures
- Design and execute architecture-level experiments
- Prototype models end-to-end
- Analyze model behavior, failure modes, inductive biases, and architectural strengths and limitations
- Collaborate with inference and systems engineering teams
- Read, reproduce, evaluate, and extend cutting-edge machine learning research papers
- Contribute to internal research notes, benchmarks, experiments, and open-source initiatives where applicable
- Move fluidly between theoretical investigation, rapid experimentation, and production-oriented engineering
Requisitos
- Strong foundation in machine learning and deep learning fundamentals
- Hands-on experience implementing neural network or model architectures from scratch
- Strong understanding of attention mechanisms, RNNs, state-space models, hybrid architectures, or related approaches
- Solid knowledge of training dynamics, optimization, scaling behavior, and architecture-level performance considerations
- Understanding of model-level memory, latency, compute, and efficiency constraints
- Proficiency with PyTorch or JAX and the ability to develop and experiment with research-oriented ML code
- Ability to evaluate architectural ideas through both theoretical reasoning and empirical experimentation
- Strong communication skills, with the ability to clearly explain technical concepts and architectural trade-offs
Diferenciais
- Competitive compensation and meaningful equity
- Opportunity to work directly on core AI model architecture
- Significant influence over technical and research direction within a rapidly growing organization
- Small, high-caliber team with fast feedback loops and a strong research-oriented environment
- Opportunity to take research concepts from experimentation through to production deployment
- Full-time position with a globally distributed work environment
Sobre a empresa
This position is listed on behalf of a partner company, who manages all applications and next steps.