Research Engineer / Research Scientist, Pre-training(m/w/x)

Beschreibung

You will advance the next generation of multimodal LLMs by blending cutting-edge research with engineering, from scaling massive training jobs to designing innovative model architectures.

Anforderungen

• •Degree in Computer Science, Machine Learning, or related field
• •Strong software engineering skills
• •Expertise in Python and deep learning frameworks
• •Experience with high-performance, large-scale ML systems
• •Familiarity with ML Accelerators, Kubernetes, and data processing
• •Strong problem-solving skills and results-oriented mindset
• •Excellent communication and collaboration skills
• •Significant software engineering experience
• •Ability to balance research and engineering constraints
• •Willingness to support team with diverse tasks
• •Enjoyment of pair programming and collaborative work
• •Eagerness to learn machine learning research
• •Enthusiasm for large-scale AI research projects
• •Ambitious goals for AI safety and progress
• •Bachelor's degree in related field or equivalent experience

Aufgaben

• •Conduct research on model architectures and algorithms
• •Implement solutions for data processing and optimizers
• •Lead independent research projects and team initiatives
• •Design and analyze scientific experiments for LLMs
• •Optimize and scale training infrastructure for reliability
• •Develop dev tooling to enhance team productivity
• •Contribute to low-level optimizations and model design
• •Optimize throughput for novel attention mechanisms
• •Propose and experimentally compare Transformer variants
• •Prepare large-scale datasets for model consumption
• •Scale distributed training to thousands of accelerators
• •Design fault tolerance strategies for training systems
• •Create interactive visualizations of model internals

Tools & Technologien

Benefits