About the Role
Design and develop cutting-edge deep learning models and algorithms to improve performance, efficiency, and scalability across diverse AI applications.
Responsibilities
- Research and prototype novel deep learning architectures
- Optimize neural network models for speed and accuracy
- Collaborate with cross-functional teams on algorithm integration
- Improve training efficiency and inference performance
- Analyze and resolve bottlenecks in deep learning pipelines
- Contribute to large-scale AI system development
- Stay current with advancements in deep learning research
- Publish findings in top-tier conferences and journals
- Work closely with hardware teams to co-design algorithms
- Develop tools for model debugging and evaluation
- Support deployment of models in production environments
- Mentor junior engineers and researchers
- Define best practices for model development
- Evaluate emerging frameworks and libraries
- Contribute to open-source projects when applicable
- Participate in technical design reviews
- Ensure algorithmic solutions meet scalability requirements
- Drive innovation in model compression techniques
- Improve data efficiency in training pipelines
- Collaborate on benchmarking and performance analysis
- Support domain-specific AI applications
- Integrate feedback from real-world deployments
- Develop robustness and generalization strategies
- Work on automated machine learning workflows
- Contribute to intellectual property development
Nice to Have
- PhD in machine learning or related discipline
- Industry experience with large-scale AI systems
- Contributions to major open-source deep learning projects
- Experience in hardware-aware model design
- Background in compiler or systems optimization
- Prior work on real-time inference solutions
- Experience with edge computing constraints
- Knowledge of reinforcement learning methods
- Familiarity with autonomous systems applications
- Published work in top-tier conferences
Compensation
Competitive salary and benefits package
Work Arrangement
Full-time, on-site or hybrid options available
Team
Part of the advanced research and development division focused on deep learning innovation
Why Join Us
- Work at the forefront of deep learning innovation with a team of world-class researchers and engineers
- Access to cutting-edge hardware and computational resources
- Opportunities to shape the future of AI through foundational research and practical applications
- Collaborative culture that values technical excellence and creative problem solving
What We Offer
- Comprehensive health and wellness benefits
- Retirement savings plans with company match
- Paid time off and holidays
- Professional development and conference attendance support
- Onsite amenities at select locations
- Employee resource groups and inclusion initiatives
Available for qualified candidates
